69 changed files with 101 additions and 9396 deletions
--- a/.env.example
+++ b/.env.example
@ -1,7 +1,6 @@
 # ---- Database ----
 # Used by apps/api to connect to the postgres service defined in docker-compose.yml.
-# Postgres is not published to the host; all services run inside the compose network.
+DATABASE_URL=postgresql://jobhunt:***@localhost:5433/jobhunt
 DATABASE_URL=postgresql://jobhunt:***@postgres:5432/jobhunt
 # ---- LLM Gateway ----
 # Primary provider (default: GLM-5.2 via ollama-cloud).
--- a/.forgejo/workflows/ci.yml
+++ b/.forgejo/workflows/ci.yml
@ -1,98 +0,0 @@
 name: CI
 on:
  push:
    branches: ["*"]
  pull_request:
    branches: ["*"]
 jobs:
  api-tests:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout repository
        run: |
          git init
          git remote add origin https://x-access-token:${FORGEJO_TOKEN}@srvr.nu/git/hermes/jobhunt-platform.git
          git fetch --depth 1 origin ${GITHUB_SHA}
          git checkout FETCH_HEAD
      - name: Set up Docker
        run: |
          docker --version
          docker compose version || docker-compose --version
      - name: Build and run API tests
        run: |
          docker compose build api-test
          docker compose run --rm api-test
  package-tests:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout repository
        run: |
          git init
          git remote add origin https://x-access-token:${FORGEJO_TOKEN}@srvr.nu/git/hermes/jobhunt-platform.git
          git fetch --depth 1 origin ${GITHUB_SHA}
          git checkout FETCH_HEAD
      - name: Set up Python
        uses: actions/setup-python@v5
        with:
          python-version: "3.13"
      - name: Install uv
        run: |
          pip install uv
      - name: Run connectors tests
        run: |
          cd packages/connectors
          uv venv
          . .venv/bin/activate
          uv pip install -e ".[dev]"
          pytest -q
      - name: Run llm-gateway tests
        run: |
          cd packages/llm-gateway
          uv venv
          . .venv/bin/activate
          uv pip install -e ".[dev]"
          pytest -q
      - name: Run artifacts tests
        run: |
          cd packages/artifacts
          uv venv
          . .venv/bin/activate
          uv pip install -e ".[dev]"
          pytest -q
      - name: Run matching tests
        run: |
          cd packages/matching
          uv venv
          . .venv/bin/activate
          uv pip install -e ".[dev]"
          pytest -q
  web-tests:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout repository
        run: |
          git init
          git remote add origin https://x-access-token:${FORGEJO_TOKEN}@srvr.nu/git/hermes/jobhunt-platform.git
          git fetch --depth 1 origin ${GITHUB_SHA}
          git checkout FETCH_HEAD
      - name: Set up Node
        uses: actions/setup-node@v4
        with:
          node-version: "22"
      - name: Install dependencies
        run: |
          cd apps/web
          npm ci
      - name: Build
        run: |
          cd apps/web
          npm run build
      - name: Test
        run: |
          cd apps/web
          npm test
--- a/.forgejo/workflows/deploy.yml
+++ b/.forgejo/workflows/deploy.yml
@ -1,145 +0,0 @@
 name: Deploy to Production
 on:
  workflow_dispatch:
    inputs:
      version:
        description: 'Leave as "auto" to bump from latest git tag, or enter a specific version (e.g. v0.1.2)'
        required: false
        default: 'auto'
        type: string
 jobs:
  deploy:
    name: Build and deploy
    runs-on: ubuntu-latest
    steps:
      - name: Checkout repository
        run: |
          git init
          git remote add origin https://x-access-token:${FORGEJO_TOKEN}@srvr.nu/git/hermes/jobhunt-platform.git
          git fetch --depth 1 origin ${GITHUB_SHA}
          git checkout FETCH_HEAD
      - name: Resolve version
        run: |
          INPUT_VERSION="${{ github.event.inputs.version }}"
          if [ -z "$INPUT_VERSION" ] || [ "$INPUT_VERSION" = "auto" ]; then
            git fetch --tags origin
            LATEST=$(git tag --list 'v*' --sort=-v:refname | head -1)
            if [ -z "$LATEST" ]; then LATEST="v0.0.0"; fi
            BASE="${LATEST#v}"
            MAJOR=$(echo "$BASE" | cut -d. -f1)
            MINOR=$(echo "$BASE" | cut -d. -f2)
            PATCH=$(echo "$BASE" | cut -d. -f3)
            PATCH=$(( ${PATCH:-0} + 1 ))
            VERSION="v${MAJOR:-0}.${MINOR:-0}.${PATCH}"
            echo "Latest tag: $LATEST → auto-bumped to $VERSION"
          else
            VERSION="$INPUT_VERSION"
            echo "Using manual version: $VERSION"
          fi
          if ! echo "$VERSION" | grep -qE '^v[0-9]+\.[0-9]+\.[0-9]+$'; then
            echo "ERROR: resolved version '$VERSION' is not valid semver (expected vX.Y.Z)"
            exit 1
          fi
          echo "VERSION=$VERSION" >> "$GITHUB_ENV"
      - name: Tag version
        run: |
          git tag -d ${{ env.VERSION }} 2>/dev/null || true
          git push origin --delete ${{ env.VERSION }} 2>/dev/null || true
          git tag ${{ env.VERSION }}
          git push origin ${{ env.VERSION }}
      - name: Write production .env
        env:
          LLM_PRIMARY_KEY: ${{ secrets.LLM_PRIMARY_KEY }}
        run: |
          {
            printf 'DATABASE_URL=%s\n' 'postgresql://jobhunt:jobhunt@postgres:5432/jobhunt'
            printf 'LLM_PRIMARY_BASE_URL=%s\n' 'https://ollama.com/v1'
            printf 'LLM_PRIMARY_KEY=%s\n' "$LLM_PRIMARY_KEY"
            printf 'LLM_PRIMARY_MODEL=%s\n' 'glm-5.2'
            printf 'LLM_CHEAP_MODEL=%s\n' 'glm-5.2'
            printf 'LLM_STRONG_MODEL=%s\n' 'glm-5.2'
            printf 'VITE_API_BASE=%s\n' '/api'
          } > .env
      - name: Build and start production stack
        run: |
          docker compose -p jobhunt -f docker-compose.prod.yml down
          docker compose -p jobhunt -f docker-compose.prod.yml up --build -d
      - name: Health checks with rollback
        run: |
          echo "Waiting for services to start..."
          sleep 15
          API_OK=false
          for i in 1 2 3 4 5 6 7 8 9 10; do
            if docker run --rm --network jobhunt_default curlimages/curl:8.5.0 \
               -sf http://jobhunt-api:8000/api/health > /dev/null; then
              echo "API is healthy"
              API_OK=true
              break
            fi
            echo "API check attempt $i failed, retrying in 5s..."
            sleep 5
          done
          WEB_OK=false
          for i in 1 2 3 4 5; do
            if docker run --rm --network jobhunt_default curlimages/curl:8.5.0 \
               -sf http://jobhunt-web/ > /dev/null; then
              echo "Frontend is serving"
              WEB_OK=true
              break
            fi
            echo "Frontend check attempt $i failed, retrying in 5s..."
            sleep 5
          done
          if [ "$API_OK" != "true" ] || [ "$WEB_OK" != "true" ]; then
            echo ""
            echo "═══════════════════════════════════════════════════"
            echo "  HEALTH CHECK FAILED — DIAGNOSTICS"
            echo "═══════════════════════════════════════════════════"
            echo ""
            docker compose -p jobhunt -f docker-compose.prod.yml ps
            echo ""
            echo "--- API logs ---"
            docker logs jobhunt-api 2>&1 | tail -80 || true
            echo ""
            echo "--- Postgres logs ---"
            docker logs jobhunt-postgres 2>&1 | tail -30 || true
            echo ""
            echo "═══════════════════════════════════════════════════"
            echo "  ROLLING BACK DEPLOYMENT"
            echo "═══════════════════════════════════════════════════"
            echo ""
            docker compose -p jobhunt -f docker-compose.prod.yml down
            echo ""
            echo "Rolled back. Containers stopped. DB volume preserved."
            echo "Read API logs above to find the root cause before redeploying."
            exit 1
          fi
      - name: Seed demo data (idempotent)
        run: |
          docker run --rm --network jobhunt_default curlimages/curl:8.5.0 \
            -sf -X POST http://jobhunt-api:8000/api/concierge/seed-demo || \
            echo "WARN: demo seed failed (non-fatal)"
      - name: Print deploy status
        run: |
          echo ""
          echo "═══════════════════════════════════════════════════"
          echo "  Deployed ${{ env.VERSION }} to production"
          echo "═══════════════════════════════════════════════════"
          echo ""
          docker compose -p jobhunt -f docker-compose.prod.yml ps
          echo ""
          echo "Web UI: http://tocke:8085"
          echo "API:    http://tocke:8000/api/health"
          echo ""
--- a/README.md
+++ b/README.md
@ -57,16 +57,3 @@ Note: in sandboxed Docker-in-Docker environments host port publishing may not wo
 ## Status
 POC scaffolding in progress. See `docs/` for the design.
 ## Screenshots
 Screenshots will be added here as the UI stabilizes.
 | View | Description | Screenshot |
 |------|-------------|------------|
 | Today | Daily digest with top matches, nudge cards, and cost summary | _placeholder_ |
 | Onboarding Wizard | Welcome, CV import, postings fetch, done steps | _placeholder_ |
 | CV Editor | Profile form, sections list, AI assist, PDF render | _placeholder_ |
 | Research | Postings table with fetch form, scam column, and scoring | _placeholder_ |
 | Applications Kanban | Drag-and-drop board with red-flag badges and nudge dots | _placeholder_ |
 | Application Detail | Posting info, interview prep modal, cover letter, approval gate | _placeholder_ |
--- a/apps/api/Dockerfile.test
+++ b/apps/api/Dockerfile.test
@ -4,23 +4,12 @@ FROM python:3.13-slim
 WORKDIR /app
 ENV PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1
-# Copy packages from build context root
+COPY pyproject.toml ./
-COPY packages ./packages
+COPY app ./app
 COPY schema.sql ./schema.sql
 COPY migrations ./migrations
 COPY tests ./tests
-# Copy api app
+RUN pip install --no-cache-dir -e ".[dev]"
 COPY apps/api/pyproject.toml ./apps/api/
 COPY apps/api/app ./apps/api/app
 COPY apps/api/schema.sql ./apps/api/schema.sql
 COPY apps/api/migrations ./apps/api/migrations
 COPY apps/api/tests ./apps/api/tests
 WORKDIR /app/apps/api
 # Install the api package with dev deps, plus the local packages
 RUN pip install --no-cache-dir -e ".[dev]" \
    && pip install --no-cache-dir -e /app/packages/llm-gateway \
    && pip install --no-cache-dir -e /app/packages/artifacts \
    && pip install --no-cache-dir -e /app/packages/matching \
    && pip install --no-cache-dir pypdf python-docx apscheduler
 CMD ["pytest", "-q"]
--- a/apps/api/app/db/migrate.py
+++ b/apps/api/app/db/migrate.py
@ -73,7 +73,6 @@ def reset_database(database_url: str | None = None) -> None:
        conn.execute(
            """
            DROP TABLE IF EXISTS task_run, outbox, approval, artifact,
                email_suggestion, notification_log,
                application, job_posting, cv_section, profile, schema_migrations
            CASCADE
            """
--- a/apps/api/app/db/repo_app.py
+++ b/apps/api/app/db/repo_app.py
@ -55,28 +55,6 @@ def get_job_posting(posting_id: str) -> dict[str, Any] | None:
    return _normalize_posting(row)
 def update_posting_cluster_id(posting_id: str, cluster_id: str) -> dict[str, Any] | None:
    """Set the cluster_id on a job posting."""
    row = execute(
        "UPDATE job_posting SET cluster_id = %s WHERE id = %s RETURNING *",
        (cluster_id, posting_id),
    )
    if row is None:
        return None
    return _normalize_posting(row)
 def update_posting_apply_by(posting_id: str, apply_by: Any) -> dict[str, Any] | None:
    """Set the apply_by date on a job posting."""
    row = execute(
        "UPDATE job_posting SET apply_by = %s WHERE id = %s RETURNING *",
        (apply_by, posting_id),
    )
    if row is None:
        return None
    return _normalize_posting(row)
 def list_postings() -> list[dict[str, Any]]:
    rows = fetch_all("SELECT * FROM job_posting ORDER BY fetched_at DESC")
    return [_normalize_posting(r) for r in rows]
@ -93,8 +71,6 @@ def _normalize_posting(row: dict[str, Any]) -> dict[str, Any]:
        "location": row.get("location"),
        "description": row.get("description", ""),
        "fetched_at": row["fetched_at"].isoformat() if row.get("fetched_at") else None,
        "cluster_id": row.get("cluster_id"),
        "apply_by": row.get("apply_by").isoformat() if row.get("apply_by") else None,
    }
@ -148,7 +124,7 @@ def update_application_state(
    row = execute(
        """
        UPDATE application
-        SET state = %s, state_changed_at = now(), last_activity_at = now()
+        SET state = %s, state_changed_at = now()
        WHERE id = %s
        RETURNING *
        """,
@ -194,10 +170,6 @@ def _normalize_application(row: dict[str, Any]) -> dict[str, Any]:
        "company": row.get("company"),
        "title": row.get("title"),
        "location": row.get("location"),
        "follow_up_after_days": row.get("follow_up_after_days", 7),
        "last_activity_at": row["last_activity_at"].isoformat() if row.get("last_activity_at") is not None else None,
        "follow_up_snoozed_until": row.get("follow_up_snoozed_until").isoformat() if row.get("follow_up_snoozed_until") else None,
        "interview_prep_artifact_id": str(row["interview_prep_artifact_id"]) if row.get("interview_prep_artifact_id") else None,
    }
@ -415,123 +387,3 @@ def _normalize_task_run(row: dict[str, Any]) -> dict[str, Any]:
        "application_id": str(row["application_id"]) if row.get("application_id") else None,
        "created_at": row["created_at"].isoformat() if row.get("created_at") else None,
    }
 # --- Follow-up nudges ---
 def get_nudge_applications() -> list[dict[str, Any]]:
    """Return applications in 'sent' state past follow_up_after_days and not snoozed."""
    rows = fetch_all(
        """
        SELECT a.*, j.company, j.title, j.location,
               (now() - a.last_activity_at) AS elapsed
        FROM application a
        JOIN job_posting j ON a.job_posting_id = j.id
        WHERE a.state = 'sent'
          AND EXTRACT(day FROM now() - a.last_activity_at) > a.follow_up_after_days
          AND (a.follow_up_snoozed_until IS NULL OR a.follow_up_snoozed_until < CURRENT_DATE)
        ORDER BY a.last_activity_at ASC
        """
    )
    results: list[dict[str, Any]] = []
    for row in rows:
        app = _normalize_application(row)
        elapsed = row.get("elapsed")
        days = None
        if elapsed is not None:
            days = abs(int(elapsed.days))
        app["days_since_sent"] = days
        results.append(app)
    return results
 def snooze_follow_up(app_id: str, until_date: Any) -> dict[str, Any] | None:
    """Snooze follow-up nudge for an application until a given date."""
    row = execute(
        "UPDATE application SET follow_up_snoozed_until = %s WHERE id = %s RETURNING *",
        (until_date, app_id),
    )
    if row is None:
        return None
    return _normalize_application(row)
 # --- Interview prep ---
 def set_interview_prep_artifact(app_id: str, artifact_id: str) -> dict[str, Any] | None:
    """Link an interview prep artifact to the application."""
    row = execute(
        """
        UPDATE application
        SET interview_prep_artifact_id = %s, last_activity_at = now()
        WHERE id = %s
        RETURNING *
        """,
        (artifact_id, app_id),
    )
    if row is None:
        return None
    return _normalize_application(row)
 # --- Pending approvals count ---
 def count_pending_approvals() -> int:
    """Count approvals that are not yet confirmed and not expired."""
    row = fetch_one(
        """
        SELECT count(*) AS cnt
        FROM approval
        WHERE confirmed_by_user = false
          AND expires_at > now()
        """
    )
    if row is None:
        return 0
    return int(row["cnt"])
 # --- Digest (scored applications, top by score) ---
 def get_digest(limit: int = 20) -> list[dict[str, Any]]:
    """Return scored applications ordered by score descending, with posting info."""
    rows = fetch_all(
        """
        SELECT a.*, j.company, j.title, j.location
        FROM application a
        JOIN job_posting j ON a.job_posting_id = j.id
        WHERE a.score IS NOT NULL
        ORDER BY a.score DESC NULLS LAST
        LIMIT %s
        """,
        (limit,),
    )
    return [_normalize_application(r) for r in rows]
 def get_upcoming_deadlines(days: int = 7) -> list[dict[str, Any]]:
    """Return applications whose job_posting has apply_by within the next *days* days.
    Returns list of dicts: {application_id, title, company, apply_by}.
    """
    rows = fetch_all(
        """
        SELECT a.id AS application_id, j.title, j.company, j.apply_by
        FROM application a
        JOIN job_posting j ON a.job_posting_id = j.id
        WHERE j.apply_by IS NOT NULL
          AND j.apply_by >= CURRENT_DATE
          AND j.apply_by <= CURRENT_DATE + %s * INTERVAL '1 day'
        ORDER BY j.apply_by ASC
        """,
        (days,),
    )
    result: list[dict[str, Any]] = []
    for row in rows:
        result.append({
            "application_id": str(row["application_id"]),
            "title": row["title"],
            "company": row["company"],
            "apply_by": row["apply_by"].isoformat() if row.get("apply_by") else None,
        })
    return result
--- a/apps/api/app/imap_watch.py
+++ b/apps/api/app/imap_watch.py
@ -1,468 +0,0 @@
 """IMAP email watch: polls UNSEEN messages and classifies them.
 Uses stdlib imaplib (SSL). Enabled only when EMAIL_WATCH_ENABLED=true.
 Config: IMAP_HOST, IMAP_PORT, IMAP_USER, IMAP_PASS.
 Flow:
 1. Connect via IMAP SSL.
 2. Fetch UNSEEN messages since last poll.
 3. For each message, match sender domain + subject/body keywords to
   open applications (status in sent/interviewing).
 4. Classify via LLM task 'email_classify' -> {classification, state_proposal, reason}.
 5. Insert email_suggestion rows (skip noise and dedupe by from+subject+day).
 """
 from __future__ import annotations
 import email
 import email.utils
 import hashlib
 import imaplib
 import logging
 import os
 from datetime import datetime, timezone
 from typing import Any, Sequence
 from app.db import execute, fetch_all, fetch_one
 from app import llm
 logger = logging.getLogger(__name__)
 VALID_CLASSIFICATIONS = frozenset({
    "interview_invite",
    "rejection",
    "question",
    "noise",
 })
 # Keywords for cheap pre-matching before LLM classify
 INTERVIEW_KEYWORDS = ("interview", "invite", "meeting", "schedule", "call")
 REJECTION_KEYWORDS = ("regret", "unfortunately", "not moving", "rejection", "position has been filled")
 QUESTION_KEYWORDS = ("question", "clarif", "additional", "could you", "please provide")
 NOISE_KEYWORDS = ("newsletter", "unsubscribe", "promotion", "advert", "offer")
 def is_email_watch_enabled() -> bool:
    """Check if email watch is enabled."""
    return os.environ.get("EMAIL_WATCH_ENABLED", "false").lower() in (
        "true",
        "1",
        "yes",
    )
 def _extract_sender_domain(from_addr: str) -> str:
    """Extract the domain from an email From header."""
    parsed = email.utils.parseaddr(from_addr)
    addr = parsed[1] or from_addr
    parts = addr.split("@")
    if len(parts) >= 2:
        return parts[-1].lower().strip()
    return ""
 def _build_snippet(body: str, max_len: int = 300) -> str:
    """Truncate body to a snippet."""
    body = body.replace("\r", " ").replace("\n", " ").strip()
    if len(body) > max_len:
        return body[:max_len] + "..."
    return body
 def _parse_email_message(raw_bytes: bytes) -> dict[str, str]:
    """Parse raw email bytes into a dict with from, subject, body."""
    msg = email.message_from_bytes(raw_bytes)
    from_addr = msg.get("From", "")
    subject = msg.get("Subject", "")
    date_str = msg.get("Date", "")
    # Extract body (prefer plain text)
    body = ""
    if msg.is_multipart():
        for part in msg.walk():
            ct = part.get_content_type()
            if ct == "text/plain":
                payload = part.get_payload(decode=True)
                if payload:
                    body = payload.decode("utf-8", errors="replace")
                    break
        if not body:
            for part in msg.walk():
                if part.get_content_type().startswith("text/"):
                    payload = part.get_payload(decode=True)
                    if payload:
                        body = payload.decode("utf-8", errors="replace")
                        break
    else:
        payload = msg.get_payload(decode=True)
        if payload:
            body = payload.decode("utf-8", errors="replace")
    return {
        "from": from_addr,
        "subject": subject,
        "body": body,
        "date": date_str,
    }
 def _parse_date(date_str: str) -> datetime:
    """Parse RFC 2822 date string to UTC datetime. Falls back to now()."""
    if date_str:
        try:
            parsed = email.utils.parsedate_to_datetime(date_str)
            if parsed is not None:
                if parsed.tzinfo is None:
                    parsed = parsed.replace(tzinfo=timezone.utc)
                return parsed.astimezone(timezone.utc)
        except (ValueError, TypeError):
            pass
    return datetime.now(timezone.utc)
 def match_application(
    from_addr: str,
    subject: str,
    body: str,
    applications: Sequence[dict[str, Any]],
 ) -> dict[str, Any] | None:
    """Match an email to an open application.
    Match by:
    1. Company name in subject/body
    2. Sender domain in posting URL
    Only matches applications with state in ('sent', 'interviewing').
    """
    sender_domain = _extract_sender_domain(from_addr)
    text_lower = (subject + " " + body).lower()
    for app_row in applications:
        state = app_row.get("state", "")
        if state not in ("sent", "interviewing"):
            continue
        company = (app_row.get("company") or "").lower()
        title = (app_row.get("title") or "").lower()
        posting_url = app_row.get("url") or ""
        # Match 1: company name in subject/body
        if company and len(company) > 2 and company in text_lower:
            return app_row
        # Match 2: sender domain in posting URL
        if sender_domain and sender_domain in (posting_url or "").lower():
            return app_row
        # Match 3: title keywords in subject (looser)
        if title and len(title) > 3:
            title_words = [w for w in title.split() if len(w) > 3]
            matches = sum(1 for w in title_words if w in text_lower)
            if matches >= 2 and len(title_words) >= 2:
                return app_row
    return None
 def classify_email(subject: str, body: str) -> dict[str, Any]:
    """Classify an email via LLM task 'email_classify'.
    Returns {classification, state_proposal, reason}.
    Falls back to inline keyword heuristics if LLM fails.
    """
    text_lower = (subject + " " + body).lower()
    result = llm.run_task(
        "email_classify",
        f"Subject: {subject}\nBody: {body[:1000]}",
    )
    classification = result.get("classification", "noise")
    state_proposal = result.get("state_proposal")
    reason = result.get("reason", "")
    # Validate
    if classification not in VALID_CLASSIFICATIONS:
        classification = "noise"
    return {
        "classification": classification,
        "state_proposal": state_proposal,
        "reason": reason,
    }
 def is_duplicate(from_addr: str, subject: str, received_at: datetime) -> bool:
    """Check if a similar email_suggestion already exists (same from+subject+day)."""
    day_start = received_at.replace(hour=0, minute=0, second=0, microsecond=0)
    row = fetch_one(
        """
        SELECT id FROM email_suggestion
        WHERE mailbox_from = %s AND subject = %s
          AND received_at >= %s AND received_at < %s + interval '1 day'
        LIMIT 1
        """,
        (from_addr, subject, day_start, day_start),
    )
    return row is not None
 def create_email_suggestion(
    application_id: str | None,
    mailbox_from: str,
    subject: str,
    snippet: str,
    classification: str,
    state_proposal: str | None,
    received_at: datetime,
 ) -> dict[str, Any]:
    """Insert an email_suggestion row."""
    row = execute(
        """
        INSERT INTO email_suggestion
            (application_id, mailbox_from, subject, snippet, classification, state_proposal, status, received_at)
        VALUES
            (%s, %s, %s, %s, %s, %s, 'pending', %s)
        RETURNING *
        """,
        (application_id, mailbox_from, subject, snippet, classification, state_proposal, received_at),
    )
    if row is None:
        raise RuntimeError("insert email_suggestion failed")
    return _normalize_suggestion(row)
 def _normalize_suggestion(row: dict[str, Any]) -> dict[str, Any]:
    return {
        "id": str(row["id"]),
        "application_id": str(row["application_id"]) if row.get("application_id") else None,
        "mailbox_from": row["mailbox_from"],
        "subject": row["subject"],
        "snippet": row["snippet"],
        "classification": row["classification"],
        "state_proposal": row.get("state_proposal"),
        "status": row["status"],
        "received_at": row["received_at"].isoformat() if row.get("received_at") else None,
        "created_at": row["created_at"].isoformat() if row.get("created_at") else None,
    }
 def list_pending_suggestions() -> list[dict[str, Any]]:
    """Return all pending email_suggestions, newest first."""
    rows = fetch_all(
        """
        SELECT * FROM email_suggestion
        WHERE status = 'pending'
        ORDER BY received_at DESC
        """
    )
    return [_normalize_suggestion(r) for r in rows]
 def get_suggestion(suggestion_id: str) -> dict[str, Any] | None:
    row = fetch_one("SELECT * FROM email_suggestion WHERE id = %s", (suggestion_id,))
    if row is None:
        return None
    return _normalize_suggestion(row)
 def update_suggestion_status(
    suggestion_id: str,
    status: str,
 ) -> dict[str, Any] | None:
    row = execute(
        "UPDATE email_suggestion SET status = %s WHERE id = %s RETURNING *",
        (status, suggestion_id),
    )
    if row is None:
        return None
    return _normalize_suggestion(row)
 def get_open_applications() -> list[dict[str, Any]]:
    """Return applications in sent/interviewing state for matching."""
    rows = fetch_all(
        """
        SELECT a.*, j.company, j.title, j.url
        FROM application a
        JOIN job_posting j ON a.job_posting_id = j.id
        WHERE a.state IN ('sent', 'interviewing')
        """
    )
    result: list[dict[str, Any]] = []
    for row in rows:
        result.append({
            "id": str(row["id"]),
            "state": row["state"],
            "company": row.get("company", ""),
            "title": row.get("title", ""),
            "url": row.get("url", ""),
        })
    return result
 # --- IMAP poll ---
 class FakeImap:
    """Test double for imaplib IMAP4_SSL. No network.
    Usage:
        fake = FakeImap(messages=[(uid1, raw1), (uid2, raw2)])
        poll_inbox(fake)  # uses fake instead of real connection
    """
    def __init__(self, messages: list[tuple[bytes, bytes]] | None = None) -> None:
        # messages: list of (uid, raw_email_bytes)
        self._messages = messages or []
        self._seen_uids: set[bytes] = set()
        self.selected = False
    def select(self, mailbox: str = "INBOX") -> tuple[str, list[bytes]]:
        self.selected = True
        count = len(self._messages)
        return ("OK", [str(count).encode()])
    def search(self, charset: str | None, *criteria: str) -> tuple[str, list[bytes]]:
        # Return uids of messages matching criteria (we keep it simple)
        uids = [uid for uid, _ in self._messages]
        return ("OK", [b" ".join(uids)])
    def fetch(self, uid: bytes, parts: str) -> tuple[str, list[tuple[bytes, bytes]]]:
        for msg_uid, raw in self._messages:
            if msg_uid == uid:
                return ("OK", [(uid, raw)])
        return ("OK", [])
    def store(self, uid: bytes, flags: str, flag_set: str) -> tuple[str, list[bytes]]:
        self._seen_uids.add(uid)
        return ("OK", [uid])
    def close(self) -> tuple[str, list[bytes]]:
        self.selected = False
        return ("OK", [b""])
    def logout(self) -> tuple[str, list[bytes]]:
        return ("OK", [b"BYE"])
 def _connect_imap() -> Any:
    """Connect to IMAP server using env config."""
    host = os.environ.get("IMAP_HOST", "")
    port = int(os.environ.get("IMAP_PORT", "993"))
    user = os.environ.get("IMAP_USER", "")
    password = os.environ.get("IMAP_PASS", "")
    conn = imaplib.IMAP4_SSL(host, port)
    conn.login(user, password)
    return conn
 def poll_inbox(conn: Any = None) -> list[dict[str, Any]]:
    """Poll the inbox for UNSEEN messages, classify, and create suggestions.
    If conn is provided (e.g. FakeImap for tests), uses it instead of connecting.
    Returns list of created suggestions.
    No network is used when conn is a FakeImap.
    """
    created: list[dict[str, Any]] = []
    own_conn = False
    if conn is None:
        conn = _connect_imap()
        own_conn = True
    try:
        conn.select("INBOX")
        status, data = conn.search(None, "UNSEEN")
        if status != "OK":
            logger.warning("imap_watch: search failed: %s", status)
            return created
        uids = []
        if data and data[0]:
            uids = data[0].split()
        if not uids:
            return created
        # Get open applications for matching
        applications = get_open_applications()
        for uid in uids:
            status, fetch_data = conn.fetch(uid, "(RFC822)")
            if status != "OK" or not fetch_data:
                continue
            raw_bytes = b""
            for item in fetch_data:
                if isinstance(item, tuple) and len(item) >= 2:
                    raw_bytes = item[1]
                    break
            if not raw_bytes:
                continue
            parsed = _parse_email_message(raw_bytes)
            from_addr = parsed["from"]
            subject = parsed["subject"]
            body = parsed["body"]
            received_at = _parse_date(parsed["date"])
            snippet = _build_snippet(body)
            # Dedupe: same from+subject+day
            if is_duplicate(from_addr, subject, received_at):
                logger.debug("imap_watch: dedupe skip: %s / %s", from_addr, subject)
                continue
            # Match to application
            app_row = match_application(from_addr, subject, body, applications)
            # Classify
            classification_result = classify_email(subject, body)
            classification = classification_result["classification"]
            state_proposal = classification_result["state_proposal"]
            # Skip pure noise (don't create suggestion rows)
            if classification == "noise":
                continue
            suggestion = create_email_suggestion(
                application_id=app_row["id"] if app_row else None,
                mailbox_from=from_addr,
                subject=subject,
                snippet=snippet,
                classification=classification,
                state_proposal=state_proposal,
                received_at=received_at,
            )
            created.append(suggestion)
            # Send notification for interview invites
            if classification == "interview_invite" and app_row:
                from app.notify import send_notification
                send_notification(
                    "email_suggestion",
                    f"Interview invite from {app_row.get('company', 'unknown')}",
                    {
                        "suggestion_id": suggestion["id"],
                        "application_id": app_row["id"],
                        "classification": classification,
                    },
                )
            # Mark as seen
            try:
                conn.store(uid, "+FLAGS", "\\Seen")
            except Exception:
                logger.debug("imap_watch: store failed for uid %s", uid)
    finally:
        if own_conn:
            try:
                conn.close()
                conn.logout()
            except Exception:
                pass
    return created
--- a/apps/api/app/llm.py
+++ b/apps/api/app/llm.py
@ -62,126 +62,7 @@ MOCK_OUTPUTS: dict[str, dict[str, Any]] = {
            "match": 0.72,
            "factors": {"skills": 0.8, "location": 0.6, "experience": 0.75},
        },
        "red_flags": [],
    },
    "cv_extract": {
        "drafts": [
            {
                "kind": "experience",
                "title": "Software Engineer",
                "org": "Extracted Company",
                "location": "Malmo",
                "start_date": "2020-01",
                "end_date": None,
                "bullets": ["Developed web applications", "Led team of 3"],
                "tags": ["python", "javascript"],
            },
            {
                "kind": "education",
                "title": "MSc Computer Science",
                "org": "Lund University",
                "location": "Lund",
                "start_date": "2016-09",
                "end_date": "2018-06",
                "bullets": ["Specialized in distributed systems"],
                "tags": ["algorithms", "distributed systems"],
            },
        ]
    },
    "interview_prep": {
        "content": (
            "# Interview Prep\n\n"
            "## Q1: Tell us about yourself\n"
            "**Suggested angle:** Highlight your experience with Python and FastAPI, "
            "and your ability to deliver features on time.\n\n"
            "## Q2: Why are you interested in this role?\n"
            "**Suggested angle:** Reference the specific technologies mentioned in the "
            "posting and your experience with similar stacks.\n\n"
            "## Q3: Describe a challenging project\n"
            "**Suggested angle:** Use the STAR method. Reference your experience building "
            "distributed systems at Lund University.\n\n"
            "## Q4: How do you handle tight deadlines?\n"
            "**Suggested angle:** Mention your track record of delivering 2 weeks ahead "
            "of schedule and your automation-first approach.\n\n"
            "## Q5: What are your salary expectations?\n"
            "**Suggested angle:** Research market rates for the Skane region. "
            "Be prepared to give a range.\n\n"
            "## Q6: Tell us about a time you failed\n"
            "**Suggested angle:** Pick something real but not catastrophic. Show what "
            "you learned and how you changed your approach.\n\n"
            "## Q7: How do you stay current with technology?\n"
            "**Suggested angle:** Mention your tags: python, javascript, distributed "
            "systems. Talk about hands-on side projects.\n\n"
            "## Q8: Describe your ideal work environment\n"
            "**Suggested angle:** Be honest but flexible. Mention collaboration and "
            "autonomy.\n\n"
            "## Q9: What questions do you have for us?\n"
            "**Suggested angle:** Ask about team structure, current projects, and "
            "growth opportunities.\n\n"
            "## Q10: Why should we hire you?\n"
            "**Suggested angle:** Summarize your top 3 qualifications matching the "
            "posting requirements. Be specific."
        ),
    },
    "email_classify": {
        "classification": "interview_invite",
        "state_proposal": "interviewing",
        "reason": "The email mentions an interview invitation.",
    },
    "cv_tailor": {
        "tailored_cv": {
            "summary": "Senior Python Developer with 6+ years building scalable backend systems.",
            "skills": [
                "Python",
                "Fast API",
                "PostgreSQL",
                "Docker",
                "Kubernetes",
                "AWS",
            ],
            "experience": [
                {
                    "company": "TechCorp",
                    "role": "Senior Backend Engineer",
                    "bullets": [
                        "Led migration of monolith to microservices using Fast API",
                        "Reduced API latency by 40% through query optimization and caching",
                    ],
                },
            ],
        },
        "change_log": [
            {"action": "reordered", "detail": "Moved Python and Fast API to top of skills"},
            {"action": "rephrased", "detail": "Rewrote first experience bullet to emphasize Fast API"},
        ],
    },
    "deadline_extract": {
        "apply_by": None,
    },
 }
 def _mock_cv_tailor(prompt: str) -> dict[str, Any]:
    """Prompt-aware mock tailor: extracts source bullets from the prompt and
    rephrases them deterministically, so the result always passes the
    hallucination guard (which requires traceable source overlap)."""
    import re
    bullets = re.findall(r'"([A-ZÅÄÖ][^"]{20,300})"', prompt)
    bullets = [b for b in bullets if "{" not in b and ":" not in b][:4]
    if not bullets:
        bullets = ["Experienced backend developer focused on reliability"]
    tailored = []
    change_log = []
    for b in bullets[:2]:
        tailored.append(f"{b} (tailored for this posting)")
        change_log.append({"action": "rephrased", "detail": f"Emphasized relevance of {b[:60]}"})
    for b in bullets[2:]:
        tailored.append(b)
        change_log.append({"action": "kept", "detail": f"Retained as-is {b[:60]}"})
    return {
        "tailored_cv": {"summary": bullets[0][:160], "bullets": tailored},
        "change_log": change_log,
 }
@ -202,8 +83,6 @@ def run_task(
    # Mock mode
    time.sleep(0.01)  # simulate latency
    result = MOCK_OUTPUTS.get(task, {"result": "mock"})
    if task == "cv_tailor":
        result = _mock_cv_tailor(prompt)
    # Validate against schema if provided (basic check)
    # In real gateway this would be jsonschema validation
--- a/apps/api/app/main.py
+++ b/apps/api/app/main.py
--- a/apps/api/app/notify.py
+++ b/apps/api/app/notify.py
@ -1,183 +0,0 @@
 """Notification channels: LogChannel + WebhookChannel.
 Protocol-based: NotificationChannel defines send(kind, text, data) -> bool.
 LogChannel writes to notification_log (delivered=true always).
 WebhookChannel POSTs to NOTIFY_WEBHOOK_URL (2xx=delivered, else error row).
 send_notification(kind, text, data) is the public entry point used by
 the scheduler and email watch modules.
 """
 from __future__ import annotations
 import json
 import logging
 import os
 from typing import Any, Protocol
 from app.db import execute, fetch_all
 logger = logging.getLogger(__name__)
 class NotificationChannel(Protocol):
    """Protocol for notification delivery channels."""
    def send(self, kind: str, text: str, data: dict[str, Any]) -> bool:
        """Send a notification. Returns True if delivered, False otherwise."""
        ...
 def _normalize_log_row(row: dict[str, Any]) -> dict[str, Any]:
    payload = row.get("payload")
    if payload is not None and not isinstance(payload, dict):
        payload = json.loads(payload) if isinstance(payload, str) else payload
    return {
        "id": str(row["id"]),
        "channel": row["channel"],
        "kind": row["kind"],
        "payload": payload or {},
        "delivered": row["delivered"],
        "error": row.get("error"),
        "created_at": row["created_at"].isoformat() if row.get("created_at") else None,
    }
 class LogChannel:
    """Writes notification entries to notification_log with delivered=true."""
    channel_name: str = "log"
    def send(self, kind: str, text: str, data: dict[str, Any]) -> bool:
        row = execute(
            """
            INSERT INTO notification_log (channel, kind, payload, delivered, error)
            VALUES (%s, %s, %s, true, NULL)
            RETURNING *
            """,
            (self.channel_name, kind, json.dumps({"text": text, **data})),
        )
        if row is None:
            logger.error("LogChannel: insert notification_log failed")
            return False
        logger.info("LogChannel: delivered kind=%s", kind)
        return True
 class WebhookChannel:
    """POSTs notification payload to NOTIFY_WEBHOOK_URL.
    On 2xx response: writes notification_log with delivered=true.
    On non-2xx or exception: writes notification_log with delivered=false and error.
    """
    channel_name: str = "webhook"
    def __init__(self, url: str | None = None) -> None:
        self.url = url or os.environ.get("NOTIFY_WEBHOOK_URL", "")
    def send(self, kind: str, text: str, data: dict[str, Any]) -> bool:
        payload: dict[str, Any] = {"kind": kind, "text": text, "data": data}
        error: str | None = None
        delivered = False
        if not self.url:
            error = "NOTIFY_WEBHOOK_URL not configured"
            logger.warning("WebhookChannel: %s", error)
        else:
            try:
                import httpx
                resp = httpx.post(self.url, json=payload, timeout=10)
                if 200 <= resp.status_code < 300:
                    delivered = True
                else:
                    error = f"HTTP {resp.status_code}: {resp.text[:200]}"
                    logger.warning("WebhookChannel: %s", error)
            except Exception as exc:
                error = str(exc)
                logger.warning("WebhookChannel: exception: %s", error)
        row = execute(
            """
            INSERT INTO notification_log (channel, kind, payload, delivered, error)
            VALUES (%s, %s, %s, %s, %s)
            RETURNING *
            """,
            (
                self.channel_name,
                kind,
                json.dumps(payload),
                delivered,
                error,
            ),
        )
        if row is None:
            logger.error("WebhookChannel: insert notification_log failed")
        return delivered
 # --- Channel registry ---
 _channels: list[NotificationChannel] | None = None
 def get_channels() -> list[NotificationChannel]:
    """Return the list of active notification channels.
    LogChannel is always included.
    WebhookChannel is included when NOTIFY_WEBHOOK_URL is set.
    """
    global _channels
    if _channels is not None:
        return _channels
    channels: list[NotificationChannel] = [LogChannel()]
    webhook_url = os.environ.get("NOTIFY_WEBHOOK_URL", "").strip()
    if webhook_url:
        channels.append(WebhookChannel())
    _channels = channels
    return channels
 def set_channels(channels: list[NotificationChannel] | None) -> None:
    """Override channel list (for testing)."""
    global _channels
    _channels = channels
 def reset_channels() -> None:
    """Reset to default (for testing)."""
    global _channels
    _channels = None
 def send_notification(kind: str, text: str, data: dict[str, Any] | None = None) -> None:
    """Send a notification via all active channels.
    kind: e.g. 'daily_digest', 'email_suggestion'
    text: human-readable notification text
    data: structured payload dict
    """
    chs = get_channels()
    payload = data or {}
    for ch in chs:
        try:
            ch.send(kind, text, payload)
        except Exception:
            logger.exception("send_notification: channel %s failed", type(ch).__name__)
 # --- Repository helpers ---
 def list_notification_log(limit: int = 50) -> list[dict[str, Any]]:
    """Return recent notification_log rows, newest first."""
    rows = fetch_all(
        """
        SELECT * FROM notification_log
        ORDER BY created_at DESC
        LIMIT %s
        """,
        (limit,),
    )
    return [_normalize_log_row(r) for r in rows]
--- a/apps/api/app/scheduler.py
+++ b/apps/api/app/scheduler.py
@ -1,178 +0,0 @@
 """APScheduler integration: daily fetch + batch score + imap poll + digest.
 Starts during app lifespan when SCHEDULER_ENABLED=true (default false).
 Jobs:
  - daily_fetch_score at 07:00: fetch postings + batch score
  - daily_digest at 07:30: send daily digest notification
  - imap_poll every 15 min: poll inbox for new emails (gated by EMAIL_WATCH_ENABLED)
 """
 from __future__ import annotations
 import logging
 import os
 logger = logging.getLogger(__name__)
 _scheduler = None
 def is_scheduler_enabled() -> bool:
    """Check if the scheduler is enabled via env."""
    return os.environ.get("SCHEDULER_ENABLED", "false").lower() in (
        "true",
        "1",
        "yes",
    )
 def is_email_watch_enabled() -> bool:
    """Check if email watch is enabled via env."""
    return os.environ.get("EMAIL_WATCH_ENABLED", "false").lower() in (
        "true",
        "1",
        "yes",
    )
 async def _daily_fetch_and_score() -> None:
    """Daily job: fetch postings and batch-score pending applications."""
    logger.info("Scheduler: running daily fetch + batch score")
    try:
        # Import here to avoid circular imports
        from app.main import _fetch_and_create_postings, _batch_score_internal
        # Fetch default query
        fetch_result = _fetch_and_create_postings(
            query="developer",
            region="Skane lan",
        )
        logger.info(
            "Scheduler: fetched %s new, %s dupes",
            fetch_result.get("new", 0),
            fetch_result.get("dupes", 0),
        )
        # Batch score all discovered applications
        from app.db import repo_app
        apps = repo_app.list_applications()
        discovered_ids = [
            a["id"] for a in apps if a["state"] == "discovered"
        ]
        if discovered_ids:
            results = _batch_score_internal(discovered_ids)
            logger.info(
                "Scheduler: batch-scored %s applications", len(results)
            )
    except Exception:
        logger.exception("Scheduler: daily job failed")
 async def _daily_digest() -> None:
    """Daily digest: build /today payload text and send notification."""
    logger.info("Scheduler: running daily digest")
    try:
        from app.notify import send_notification
        from app.db import repo_app
        digest_apps = repo_app.get_digest(limit=20)
        nudge_apps = repo_app.get_nudge_applications()
        pending = repo_app.count_pending_approvals()
        lines: list[str] = []
        lines.append("Daily Digest")
        lines.append(f"Scored applications: {len(digest_apps)}")
        if digest_apps:
            lines.append("")
            lines.append("Top opportunities:")
            for item in digest_apps[:5]:
                score = item.get("score")
                score_str = f" (score: {int(score)})" if score else ""
                lines.append(
                    f"  - {item.get('title', '?')} at {item.get('company', '?')}{score_str}"
                )
        if nudge_apps:
            lines.append("")
            lines.append(f"Follow-up nudges: {len(nudge_apps)}")
            for n in nudge_apps[:5]:
                lines.append(
                    f"  - {n.get('title', '?')} at {n.get('company', '?')}"
                    f" ({n.get('days_since_sent', 0)} days since sent)"
                )
        if pending:
            lines.append("")
            lines.append(f"Pending approvals: {pending}")
        text = "\n".join(lines)
        send_notification("daily_digest", text, {
            "digest_count": len(digest_apps),
            "nudge_count": len(nudge_apps),
            "pending_approvals": pending,
        })
        logger.info("Scheduler: daily digest sent")
    except Exception:
        logger.exception("Scheduler: daily digest failed")
 async def _imap_poll() -> None:
    """IMAP poll job: check for new emails and create suggestions."""
    if not is_email_watch_enabled():
        return
    logger.info("Scheduler: running imap poll")
    try:
        from app.imap_watch import poll_inbox
        created = poll_inbox()
        logger.info("Scheduler: imap poll created %s suggestions", len(created))
    except Exception:
        logger.exception("Scheduler: imap poll failed")
 def start_scheduler() -> None:
    """Start the APScheduler if enabled."""
    global _scheduler
    if not is_scheduler_enabled():
        logger.info("Scheduler disabled (SCHEDULER_ENABLED != true)")
        return
    try:
        from apscheduler.schedulers.asyncio import AsyncIOScheduler
        from apscheduler.triggers.cron import CronTrigger
        from apscheduler.triggers.interval import IntervalTrigger
    except ImportError:
        logger.warning(
            "APScheduler not installed; scheduler will not start."
        )
        return
    _scheduler = AsyncIOScheduler()
    _scheduler.add_job(
        _daily_fetch_and_score,
        CronTrigger(hour=7, minute=0),
        id="daily_fetch_score",
        replace_existing=True,
    )
    _scheduler.add_job(
        _daily_digest,
        CronTrigger(hour=7, minute=30),
        id="daily_digest",
        replace_existing=True,
    )
    _scheduler.add_job(
        _imap_poll,
        IntervalTrigger(minutes=15),
        id="imap_poll",
        replace_existing=True,
    )
    _scheduler.start()
    logger.info("Scheduler started: daily fetch+score at 07:00, digest at 07:30, imap poll every 15 min")
 def stop_scheduler() -> None:
    """Stop the scheduler if running."""
    global _scheduler
    if _scheduler is not None:
        _scheduler.shutdown(wait=False)
        _scheduler = None
        logger.info("Scheduler stopped")
--- a/apps/api/app/schemas.py
+++ b/apps/api/app/schemas.py
@ -108,8 +108,6 @@ class JobPostingOut(BaseModel):
    location: str | None = None
    description: str = ""
    fetched_at: str | None = None
    cluster_id: str | None = None
    apply_by: str | None = None
 class ScoreResponse(BaseModel):
@ -132,11 +130,6 @@ class ApplicationOut(BaseModel):
    company: str | None = None
    title: str | None = None
    location: str | None = None
    # v1 follow-up fields
    follow_up_after_days: int = 7
    last_activity_at: str | None = None
    follow_up_snoozed_until: str | None = None
    interview_prep_artifact_id: str | None = None
 class TransitionRequest(BaseModel):
@ -225,167 +218,3 @@ class TaskRunOut(BaseModel):
 class ErrorOut(BaseModel):
    error: dict[str, str]
 # --- v1: CV Import ---
 class CvImportRequest(BaseModel):
    filename: str
    content_base64: str
 class CvDraft(BaseModel):
    kind: str = "experience"
    title: str = ""
    org: str | None = None
    location: str | None = None
    start_date: str | None = None
    end_date: str | None = None
    bullets: list[str] = Field(default_factory=list)
    tags: list[str] = Field(default_factory=list)
 class CvImportResponse(BaseModel):
    drafts: list[dict[str, Any]]
 class CvImportConfirmRequest(BaseModel):
    drafts: list[CvDraft]
 class CvImportConfirmResponse(BaseModel):
    created: int
    sections: list[CvSectionOut]
 # --- v1: Postings Fetch ---
 class PostingsFetchRequest(BaseModel):
    query: str
    region: str | None = None
 class PostingsFetchResponse(BaseModel):
    new: int
    dupes: int
 # --- v1: Batch Scoring ---
 class BatchScoreRequest(BaseModel):
    application_ids: list[str]
 class BatchScoreResult(BaseModel):
    application_id: str
    score: float
    rationale: dict[str, Any]
    red_flags: list[str] = Field(default_factory=list)
 class BatchScoreResponse(BaseModel):
    results: list[BatchScoreResult]
 # --- v1: Today ---
 class DigestItem(BaseModel):
    application_id: str
    title: str
    company: str
    score: float | None = None
 class NudgeItem(BaseModel):
    application_id: str
    days_since_sent: int
    suggestion: str
 class TodayResponse(BaseModel):
    digest: list[DigestItem]
    nudges: list[NudgeItem]
    pending_approvals: int
    deadlines: list[DeadlineItem] = []
 # --- v1: Interview Prep ---
 class InterviewPrepResponse(BaseModel):
    artifact_id: str
    content: str
 # --- v1: Concierge Seed ---
 class SeedDemoResponse(BaseModel):
    profile: str
    postings: int
    applications: int
    sections: int
    clusters: int = 0
    deadlines: int = 0
    suggestions: int = 0
    notifications: int = 0
    task_runs: int = 0
    cv_artifacts: int = 0
 # --- v1.1: Email Suggestions ---
 class EmailSuggestionOut(BaseModel):
    id: str
    application_id: str | None = None
    mailbox_from: str
    subject: str
    snippet: str
    classification: str
    state_proposal: str | None = None
    status: str
    received_at: str | None = None
    created_at: str | None = None
 # --- v1.1: Notification Log ---
 class NotificationLogOut(BaseModel):
    id: str
    channel: str
    kind: str
    payload: dict[str, Any] = {}
    delivered: bool
    error: str | None = None
    created_at: str | None = None
 # --- v1.1: Clusters ---
 class ClusterPostingOut(BaseModel):
    id: str
    title: str
    company: str
    source: str
    url: str
    score: float | None = None
 class ClusterOut(BaseModel):
    cluster_id: str
    postings: list[ClusterPostingOut] = []
 # --- v1.1: Tailor CV ---
 class TailorCvResponse(BaseModel):
    artifact_id: str
    change_log: list[dict[str, Any]]
    keyword_coverage: dict[str, Any]
 # --- v1.1: Deadlines ---
 class DeadlineItem(BaseModel):
    application_id: str
    title: str
    company: str
    apply_by: str | None = None
--- a/apps/api/app/transport.py
+++ b/apps/api/app/transport.py
@ -1,22 +1,13 @@
 """Send transport interface.
 Pluggable Transport interface for the outbox send operation.
-Selection order:
+Default EchoTransport records the payload and marks as sent.
-  1. SMTP configured (SMTP_HOST set) -> SmtpTransport
+No real email in POC.
  2. Else -> ClipboardTransport (marks sent + stores payload for UI copy)
 The approval gate checks (confirmed, unexpired, hash match) are UNCHANGED
 and enforced in the API layer before transport.send() is called.
 """
 from __future__ import annotations
 import os
 import smtplib
 import ssl
 from datetime import datetime, timezone
 from email.mime.multipart import MIMEMultipart
 from email.mime.text import MIMEText
 from typing import Any, Protocol
@ -44,115 +35,17 @@ class EchoTransport:
        }
 class ClipboardTransport:
    """Fallback transport: marks sent and stores payload for UI copy/paste.
    No real email is sent. The payload is stored so the UI can show it
    to the user for manual copy-paste into their email client.
    """
    def __init__(self) -> None:
        self.sent: list[dict[str, Any]] = []
    def send(self, payload: dict[str, Any]) -> dict[str, Any]:
        self.sent.append(payload)
        return {
            "success": True,
            "sent_at": datetime.now(timezone.utc).isoformat(),
            "transport": "clipboard",
            "payload": payload,
        }
 class SmtpTransport:
    """SMTP transport: sends real email via SMTP.
    Configuration from env:
      SMTP_HOST, SMTP_PORT, SMTP_USER, SMTP_PASS, SMTP_FROM
    SSL on port 465, STARTTLS otherwise.
    """
    def __init__(
        self,
        host: str | None = None,
        port: int | None = None,
        user: str | None = None,
        password: str | None = None,
        from_addr: str | None = None,
    ) -> None:
        self.host = host or os.environ.get("SMTP_HOST", "")
        self.port = int(port or os.environ.get("SMTP_PORT", "587"))
        self.user = user or os.environ.get("SMTP_USER", "")
        self.password = password or os.environ.get("SMTP_PASS", "")
        self.from_addr = from_addr or os.environ.get("SMTP_FROM", self.user)
    def send(self, payload: dict[str, Any]) -> dict[str, Any]:
        to = payload.get("to", "")
        subject = payload.get("subject", "(no subject)")
        body = payload.get("body", "")
        msg = MIMEMultipart()
        msg["From"] = self.from_addr
        msg["To"] = to
        msg["Subject"] = subject
        msg.attach(MIMEText(body, "plain"))
        try:
            if self.port == 465:
                context = ssl.create_default_context()
                with smtplib.SMTP_SSL(self.host, self.port, context=context) as server:
                    if self.user and self.password:
                        server.login(self.user, self.password)
                    server.sendmail(self.from_addr, [to], msg.as_string())
            else:
                with smtplib.SMTP(self.host, self.port) as server:
                    server.ehlo()
                    if self.user and self.password:
                        server.starttls()
                        server.ehlo()
                        server.login(self.user, self.password)
                    server.sendmail(self.from_addr, [to], msg.as_string())
            return {
                "success": True,
                "sent_at": datetime.now(timezone.utc).isoformat(),
                "transport": "smtp",
            }
        except Exception as exc:
            return {
                "success": False,
                "sent_at": datetime.now(timezone.utc).isoformat(),
                "transport": "smtp",
                "error": str(exc),
            }
 def is_smtp_configured() -> bool:
    """Check if SMTP is configured (SMTP_HOST is set)."""
    return bool(os.environ.get("SMTP_HOST", "").strip())
 # Singleton instance
 _default_transport: Transport | None = None
 def get_transport() -> Transport:
    """Get the transport. Selects SMTP if configured, else Clipboard."""
    global _default_transport
    if _default_transport is None:
-        if is_smtp_configured():
+        _default_transport = EchoTransport()
            _default_transport = SmtpTransport()
        else:
            _default_transport = ClipboardTransport()
    return _default_transport
 def set_transport(t: Transport) -> None:
    """Override the transport (for testing)."""
    global _default_transport
    _default_transport = t
 def reset_transport() -> None:
    """Reset to default (for testing)."""
    global _default_transport
    _default_transport = None
--- a/apps/api/migrations/002_followups.sql
+++ b/apps/api/migrations/002_followups.sql
@ -1,12 +0,0 @@
 -- 002_followups.sql -- follow-up rules + interview prep on application
 ALTER TABLE application
    ADD COLUMN IF NOT EXISTS follow_up_after_days int NOT NULL DEFAULT 7,
    ADD COLUMN IF NOT EXISTS last_activity_at timestamptz NOT NULL DEFAULT now(),
    ADD COLUMN IF NOT EXISTS follow_up_snoozed_until date,
    ADD COLUMN IF NOT EXISTS interview_prep_artifact_id uuid REFERENCES artifact(id);
 -- last_activity_at defaults to created_at for existing rows
 UPDATE application
 SET last_activity_at = created_at
 WHERE last_activity_at IS NULL;
--- a/apps/api/migrations/003_email_notify.sql
+++ b/apps/api/migrations/003_email_notify.sql
@ -1,24 +0,0 @@
 -- 003_email_notify.sql -- email suggestions + notification log
 CREATE TABLE IF NOT EXISTS email_suggestion (
  id uuid PRIMARY KEY DEFAULT gen_random_uuid(),
  application_id uuid REFERENCES application(id) ON DELETE SET NULL,
  mailbox_from text NOT NULL,
  subject text NOT NULL,
  snippet text NOT NULL,
  classification text NOT NULL CHECK (classification IN ('interview_invite','rejection','question','noise')),
  state_proposal text,
  status text NOT NULL DEFAULT 'pending' CHECK (status IN ('pending','accepted','dismissed')),
  received_at timestamptz NOT NULL,
  created_at timestamptz DEFAULT now()
 );
 CREATE TABLE IF NOT EXISTS notification_log (
  id uuid PRIMARY KEY DEFAULT gen_random_uuid(),
  channel text NOT NULL,
  kind text NOT NULL,
  payload jsonb NOT NULL,
  delivered boolean NOT NULL,
  error text,
  created_at timestamptz DEFAULT now()
 );
--- a/apps/api/migrations/004_dedupe_deadline.sql
+++ b/apps/api/migrations/004_dedupe_deadline.sql
@ -1,4 +0,0 @@
 -- 004_dedupe_deadline.sql -- cluster_id for dedupe + apply_by deadline
 ALTER TABLE job_posting ADD COLUMN IF NOT EXISTS cluster_id text;
 ALTER TABLE job_posting ADD COLUMN IF NOT EXISTS apply_by date;
--- a/apps/api/pyproject.toml
+++ b/apps/api/pyproject.toml
@ -15,9 +15,6 @@ dependencies = [
 dev = [
    "pytest>=8.3",
    "httpx>=0.27",
    "pypdf>=4.0",
    "python-docx>=1.1",
    "apscheduler>=3.10",
 ]
 [build-system]
@ -29,4 +26,4 @@ packages = ["app", "app.db"]
 [tool.pytest.ini_options]
 testpaths = ["tests"]
-pythonpath = [".", "..", "../.."]
+pythonpath = ["."]
--- a/apps/api/tests/conftest.py
+++ b/apps/api/tests/conftest.py
@ -38,9 +38,9 @@ def _truncate_tables():
    with psycopg.connect(DATABASE_URL) as conn:
        conn.execute(
            """
-            TRUNCATE TABLE notification_log, email_suggestion, task_run, outbox, approval, artifact,
+            TRUNCATE TABLE task_run, outbox, approval, artifact,
                application, job_posting, cv_section, profile
-            RESTART IDENTITY CASCADE
+            CASCADE
            """
        )
        conn.commit()
--- a/apps/api/tests/test_cv_import.py
+++ b/apps/api/tests/test_cv_import.py
@ -1,162 +0,0 @@
 """Tests for v1 CV import endpoints (mock LLM mode)."""
 from __future__ import annotations
 import base64
 import pytest
 from fastapi.testclient import TestClient
@pytest.fixture()
 def client():
    from app.main import app
    return TestClient(app)
 class TestCvImport:
    def test_import_txt_file(self, client):
        """POST /cv/import with a .txt file returns drafts."""
        content = b"John Doe\nSoftware Engineer at TechCorp\n5 years experience with Python"
        resp = client.post(
            "/api/cv/import",
            json={
                "filename": "my_cv.txt",
                "content_base64": base64.b64encode(content).decode(),
            },
        )
        assert resp.status_code == 200
        data = resp.json()
        assert "drafts" in data
        assert len(data["drafts"]) > 0
    def test_import_empty_file_422(self, client):
        """Empty file -> 422."""
        content = b""
        resp = client.post(
            "/api/cv/import",
            json={
                "filename": "empty.txt",
                "content_base64": base64.b64encode(content).decode(),
            },
        )
        assert resp.status_code == 422
        assert "empty" in resp.text.lower()
    def test_import_whitespace_only_file_422(self, client):
        """File with only whitespace -> 422."""
        content = b"   \n\n\t  "
        resp = client.post(
            "/api/cv/import",
            json={
                "filename": "blank.txt",
                "content_base64": base64.b64encode(content).decode(),
            },
        )
        assert resp.status_code == 422
        assert "empty" in resp.text.lower()
    def test_import_unsupported_format_422(self, client):
        """Unsupported file format -> 422."""
        content = b"some data"
        resp = client.post(
            "/api/cv/import",
            json={
                "filename": "file.xyz",
                "content_base64": base64.b64encode(content).decode(),
            },
        )
        assert resp.status_code == 422
        assert "unsupported" in resp.text.lower()
    def test_import_invalid_base64_422(self, client):
        """Invalid base64 -> 422."""
        resp = client.post(
            "/api/cv/import",
            json={
                "filename": "file.txt",
                "content_base64": "!!!not-base64!!!",
            },
        )
        assert resp.status_code == 422
    def test_import_md_file(self, client):
        """POST /cv/import with a .md file returns drafts."""
        content = b"# Jane Doe\n\n## Experience\nSenior Developer at Acme"
        resp = client.post(
            "/api/cv/import",
            json={
                "filename": "cv.md",
                "content_base64": base64.b64encode(content).decode(),
            },
        )
        assert resp.status_code == 200
        assert "drafts" in resp.json()
    def test_import_creates_telemetry(self, client):
        """CV import should create a task_run entry."""
        content = b"Some CV text with experience"
        client.post(
            "/api/cv/import",
            json={
                "filename": "cv.txt",
                "content_base64": base64.b64encode(content).decode(),
            },
        )
        resp = client.get("/api/telemetry/tasks")
        tasks = resp.json()
        assert any(t["task"] == "cv_extract" for t in tasks)
 class TestCvImportConfirm:
    def test_confirm_creates_sections(self, client):
        """POST /cv/import/confirm creates cv_section rows."""
        client.get("/api/profile")
        resp = client.post(
            "/api/cv/import/confirm",
            json={
                "drafts": [
                    {
                        "kind": "experience",
                        "title": "Dev",
                        "org": "Corp",
                        "bullets": ["did stuff"],
                        "tags": ["python"],
                    },
                    {
                        "kind": "education",
                        "title": "MSc",
                        "org": "Uni",
                    },
                ]
            },
        )
        assert resp.status_code == 201
        data = resp.json()
        assert data["created"] == 2
        assert len(data["sections"]) == 2
    def test_confirm_empty_drafts(self, client):
        """Empty drafts list creates zero sections."""
        client.get("/api/profile")
        resp = client.post(
            "/api/cv/import/confirm",
            json={"drafts": []},
        )
        assert resp.status_code == 201
        assert resp.json()["created"] == 0
    def test_confirm_sections_appear_in_list(self, client):
        """Confirmed sections appear in GET /profile/sections."""
        client.get("/api/profile")
        client.post(
            "/api/cv/import/confirm",
            json={
                "drafts": [
                    {"kind": "skills", "title": "Python Dev", "bullets": ["FastAPI"]},
                ]
            },
        )
        resp = client.get("/api/profile/sections")
        assert resp.status_code == 200
        assert any(s["title"] == "Python Dev" for s in resp.json())
--- a/apps/api/tests/test_postings_fetch.py
+++ b/apps/api/tests/test_postings_fetch.py
@ -1,137 +0,0 @@
 """Tests for v1 postings fetch endpoint (connector stubbed)."""
 from __future__ import annotations
 import os
 import pytest
 from fastapi.testclient import TestClient
@pytest.fixture()
 def client():
    from app.main import app
    return TestClient(app)
 class FakeRawPosting:
    """Minimal raw posting dict for testing."""
    pass
 def _make_fake_postings():
    """Return fake raw postings as dicts."""
    return [
        {
            "source": "arbetsformedlingen",
            "external_id": "af-001",
            "url": "https://arbetsformedlingen.se/job/001",
            "company": "Skane Tech",
            "title": "Python Developer",
            "location": "Malmo",
            "description": "Great Python job in Malmo.",
            "raw": {"id": "af-001"},
        },
        {
            "source": "arbetsformedlingen",
            "external_id": "af-002",
            "url": "https://arbetsformedlingen.se/job/002",
            "company": "Lund Systems",
            "title": "Backend Engineer",
            "location": "Lund",
            "description": "Backend engineer at Lund.",
            "raw": {"id": "af-002"},
        },
    ]
 class FakeConnector:
    """Fake connector that returns predefined postings."""
    def fetch(self, query):
        # Accept both SearchQuery objects and dicts
        return _make_fake_postings()
 class TestPostingsFetch:
    def test_fetch_disabled_503(self, client, monkeypatch):
        """CONNECTORS_ENABLED=false -> 503."""
        monkeypatch.setenv("CONNECTORS_ENABLED", "false")
        resp = client.post(
            "/api/postings/fetch",
            json={"query": "python developer"},
        )
        assert resp.status_code == 503
        assert "connectors_disabled" in resp.text
    def test_fetch_enabled_with_stubbed_connector(self, client, monkeypatch):
        """Fetch with monkeypatched connector creates new applications."""
        monkeypatch.setenv("CONNECTORS_ENABLED", "true")
        # Monkeypatch the connector lookup
        import app.main as main_mod
        monkeypatch.setattr(main_mod, "CONNECTORS_AVAILABLE", True)
        monkeypatch.setattr(
            main_mod,
            "_get_arbetsformedlingen_connector",
            lambda: FakeConnector(),
        )
        resp = client.post(
            "/api/postings/fetch",
            json={"query": "python developer", "region": "Skane lan"},
        )
        assert resp.status_code == 200
        data = resp.json()
        assert data["new"] == 2
        assert data["dupes"] == 0
    def test_fetch_dedupes_existing_postings(self, client, monkeypatch):
        """Second fetch of same postings counts as dupes."""
        monkeypatch.setenv("CONNECTORS_ENABLED", "true")
        import app.main as main_mod
        monkeypatch.setattr(main_mod, "CONNECTORS_AVAILABLE", True)
        monkeypatch.setattr(
            main_mod,
            "_get_arbetsformedlingen_connector",
            lambda: FakeConnector(),
        )
        # First fetch
        resp1 = client.post(
            "/api/postings/fetch",
            json={"query": "python"},
        )
        assert resp1.status_code == 200
        assert resp1.json()["new"] == 2
        # Second fetch: same postings should be dupes
        resp2 = client.post(
            "/api/postings/fetch",
            json={"query": "python"},
        )
        assert resp2.status_code == 200
        assert resp2.json()["new"] == 0
        assert resp2.json()["dupes"] == 2
    def test_fetch_empty_results(self, client, monkeypatch):
        """Connector returning no postings -> new=0, dupes=0."""
        monkeypatch.setenv("CONNECTORS_ENABLED", "true")
        import app.main as main_mod
        monkeypatch.setattr(main_mod, "CONNECTORS_AVAILABLE", True)
        class EmptyConnector:
            def fetch(self, query):
                return []
        monkeypatch.setattr(
            main_mod,
            "_get_arbetsformedlingen_connector",
            lambda: EmptyConnector(),
        )
        resp = client.post(
            "/api/postings/fetch",
            json={"query": "rare keyword"},
        )
        assert resp.status_code == 200
        assert resp.json()["new"] == 0
        assert resp.json()["dupes"] == 0
--- a/apps/api/tests/test_v11_email_notify.py
+++ b/apps/api/tests/test_v11_email_notify.py
@ -1,682 +0,0 @@
 """Tests for v1.1: email watch, notifications, suggestions endpoints.
 Covers:
 - IMAP matching logic (company in subject, sender domain in URL, title keywords)
 - Classifier -> suggestion row
 - Noise dedupe (same from+subject+day)
 - Accept applies transition through guard
 - Dismiss marks suggestion
 - Webhook success/failure notification_log rows
 - LogChannel writes delivered=true
 - Daily digest payload shape
 - GET /suggestions, POST accept, POST dismiss, GET /notifications/log
 - FakeImap end-to-end poll
 """
 from __future__ import annotations
 import email as email_mod
 from datetime import datetime, timedelta, timezone
 import pytest
 from fastapi.testclient import TestClient
 from app.config import DATABASE_URL
 from app.db import repo_app
 from app.imap_watch import (
    FakeImap,
    _build_snippet,
    _extract_sender_domain,
    _parse_email_message,
    classify_email,
    create_email_suggestion,
    is_duplicate,
    match_application,
    poll_inbox,
 )
 from app.notify import (
    LogChannel,
    WebhookChannel,
    get_channels,
    list_notification_log,
    reset_channels,
    send_notification,
    set_channels,
 )
@pytest.fixture()
 def client():
    from app.main import app
    return TestClient(app)
 # --- Helpers ---
 def _make_email(raw_from: str, subject: str, body: str, date: str = "") -> bytes:
    """Build raw email bytes for FakeImap."""
    msg = email_mod.message_from_string(
        f"From: {raw_from}\r\n"
        f"Subject: {subject}\r\n"
        f"Date: {date or 'Mon, 01 Jul 2026 10:00:00 +0000'}\r\n"
        f"\r\n"
        f"{body}"
    )
    return msg.as_bytes()
 def _create_app_in_state(state: str = "sent", company: str = "TechCorp", url: str = "https://techcorp.com/jobs/1") -> dict:
    """Create a posting + application, force state via SQL."""
    posting = repo_app.create_job_posting(
        source="manual_url",
        url=url,
        company=company,
        title="Senior Python Developer",
        location="Malmo",
        description="",
        raw={},
    )
    app_row = repo_app.create_application(posting["id"])
    if state != "discovered":
        repo_app.update_application_score(app_row["id"], 80, {"factors": {}})
        if state in ("approved", "rejected"):
            repo_app.update_application_state(app_row["id"], "scored")
            repo_app.update_application_state(app_row["id"], state)
        elif state == "sent":
            repo_app.update_application_state(app_row["id"], "scored")
            repo_app.update_application_state(app_row["id"], "approved")
            repo_app.update_application_state(app_row["id"], "drafting")
            # Bypass guard for test
            from app.db import execute
            execute(
                "UPDATE application SET state = 'sent', last_activity_at = now() WHERE id = %s",
                (app_row["id"],),
            )
        elif state == "interviewing":
            repo_app.update_application_state(app_row["id"], "scored")
            repo_app.update_application_state(app_row["id"], "approved")
            repo_app.update_application_state(app_row["id"], "drafting")
            from app.db import execute
            execute(
                "UPDATE application SET state = 'sent' WHERE id = %s",
                (app_row["id"],),
            )
            execute(
                "UPDATE application SET state = 'interviewing' WHERE id = %s",
                (app_row["id"],),
            )
    return app_row
 # ========================================================================
 # IMAP matching logic (3 tests)
 # ========================================================================
 class TestImapMatching:
    def test_match_by_company_name_in_subject(self):
        """Email subject contains company name -> match."""
        apps = [
            {"id": "app1", "state": "sent", "company": "TechCorp", "title": "Python Dev", "url": "https://example.com"},
        ]
        result = match_application(
            "recruiter@gmail.com",
            "Interview at TechCorp",
            "Please come for an interview.",
            apps,
        )
        assert result is not None
        assert result["id"] == "app1"
    def test_match_by_sender_domain_in_url(self):
        """Sender domain matches the posting URL -> match."""
        apps = [
            {"id": "app2", "state": "sent", "company": "Unknown", "title": "Dev", "url": "https://techcorp.com/careers/1"},
        ]
        result = match_application(
            "hr@techcorp.com",
            "Your application",
            "We reviewed your application.",
            apps,
        )
        assert result is not None
        assert result["id"] == "app2"
    def test_match_by_title_keywords(self):
        """Email subject contains 2+ title words -> match."""
        apps = [
            {"id": "app3", "state": "interviewing", "company": "SomeCompany", "title": "Senior Python Developer", "url": "https://other.com"},
        ]
        result = match_application(
            "someone@other.com",
            "Senior Python position update",
            "Regarding the developer role.",
            apps,
        )
        assert result is not None
        assert result["id"] == "app3"
    def test_no_match_wrong_state(self):
        """Applications in discovered state are not matched."""
        apps = [
            {"id": "app4", "state": "discovered", "company": "TechCorp", "title": "Dev", "url": "https://techcorp.com"},
        ]
        result = match_application(
            "hr@techcorp.com",
            "Interview at TechCorp",
            "Come for an interview.",
            apps,
        )
        assert result is None
    def test_no_match_unrelated_email(self):
        """Email unrelated to any application -> no match."""
        apps = [
            {"id": "app5", "state": "sent", "company": "TechCorp", "title": "Dev", "url": "https://techcorp.com"},
        ]
        result = match_application(
            "newsletter@spam.com",
            "Buy now!",
            "Special offer for you.",
            apps,
        )
        assert result is None
 # ========================================================================
 # Classifier -> row (3 tests)
 # ========================================================================
 class TestClassifierToRow:
    def test_classify_returns_interview_invite(self):
        """classify_email returns interview_invite from mock."""
        result = classify_email("Interview invitation", "Please come for an interview next week.")
        assert result["classification"] == "interview_invite"
        assert result["state_proposal"] == "interviewing"
        assert "reason" in result
    def test_classify_falls_back_on_invalid_classification(self):
        """Invalid classification from LLM falls back to noise."""
        import app.llm as llm_mod
        original = llm_mod.MOCK_OUTPUTS.get("email_classify", {}).copy()
        try:
            llm_mod.MOCK_OUTPUTS["email_classify"] = {"classification": "bogus", "state_proposal": None, "reason": "test"}
            result = classify_email("test", "test")
            assert result["classification"] == "noise"
        finally:
            llm_mod.MOCK_OUTPUTS["email_classify"] = original
    def test_create_email_suggestion_row(self):
        """create_email_suggestion inserts a row correctly."""
        now = datetime.now(timezone.utc)
        suggestion = create_email_suggestion(
            application_id=None,
            mailbox_from="hr@example.com",
            subject="Interview invite",
            snippet="Please come for an interview.",
            classification="interview_invite",
            state_proposal="interviewing",
            received_at=now,
        )
        assert suggestion["id"] is not None
        assert suggestion["mailbox_from"] == "hr@example.com"
        assert suggestion["classification"] == "interview_invite"
        assert suggestion["status"] == "pending"
        assert suggestion["state_proposal"] == "interviewing"
 # ========================================================================
 # Noise dedupe (3 tests)
 # ========================================================================
 class TestNoiseDedupe:
    def test_duplicate_detected_same_day(self):
        """Same from+subject+day is flagged as duplicate."""
        now = datetime.now(timezone.utc)
        create_email_suggestion(
            application_id=None,
            mailbox_from="hr@example.com",
            subject="Interview",
            snippet="Come for an interview.",
            classification="interview_invite",
            state_proposal="interviewing",
            received_at=now,
        )
        assert is_duplicate("hr@example.com", "Interview", now)
    def test_different_subject_not_duplicate(self):
        """Different subject -> not duplicate."""
        now = datetime.now(timezone.utc)
        create_email_suggestion(
            application_id=None,
            mailbox_from="hr@example.com",
            subject="Interview",
            snippet="Come.",
            classification="interview_invite",
            state_proposal="interviewing",
            received_at=now,
        )
        assert not is_duplicate("hr@example.com", "Different Subject", now)
    def test_different_sender_not_duplicate(self):
        """Different sender -> not duplicate."""
        now = datetime.now(timezone.utc)
        create_email_suggestion(
            application_id=None,
            mailbox_from="hr@example.com",
            subject="Interview",
            snippet="Come.",
            classification="interview_invite",
            state_proposal="interviewing",
            received_at=now,
        )
        assert not is_duplicate("other@example.com", "Interview", now)
 # ========================================================================
 # Accept applies transition through guard (3 tests)
 # ========================================================================
 class TestAcceptSuggestion:
    def test_accept_applies_transition(self, client):
        """POST /suggestions/{id}/accept transitions app from sent to interviewing."""
        app_row = _create_app_in_state("sent", company="TechCorp")
        suggestion = create_email_suggestion(
            application_id=app_row["id"],
            mailbox_from="hr@techcorp.com",
            subject="Interview at TechCorp",
            snippet="Please come in for an interview.",
            classification="interview_invite",
            state_proposal="interviewing",
            received_at=datetime.now(timezone.utc),
        )
        resp = client.post(f"/api/suggestions/{suggestion['id']}/accept")
        assert resp.status_code == 200
        assert resp.json()["status"] == "accepted"
        # Verify application state changed
        updated_app = repo_app.get_application(app_row["id"])
        assert updated_app["state"] == "interviewing"
    def test_accept_invalid_transition_409(self, client):
        """Accept with invalid transition (e.g. discovered -> interviewing) returns 409."""
        posting = repo_app.create_job_posting(
            source="manual_url", url="https://example.com/bad/1",
            company="X", title="X", location=None, description="", raw={},
        )
        app_row = repo_app.create_application(posting["id"])
        suggestion = create_email_suggestion(
            application_id=app_row["id"],
            mailbox_from="hr@example.com",
            subject="Test",
            snippet="Test",
            classification="interview_invite",
            state_proposal="interviewing",
            received_at=datetime.now(timezone.utc),
        )
        resp = client.post(f"/api/suggestions/{suggestion['id']}/accept")
        assert resp.status_code == 409
        assert "invalid_transition" in str(resp.json()["detail"])
    def test_accept_404_nonexistent(self, client):
        """Accept on nonexistent suggestion -> 404."""
        resp = client.post("/api/suggestions/00000000-0000-0000-0000-000000000000/accept")
        assert resp.status_code == 404
    def test_accept_already_accepted_409(self, client):
        """Accept on already accepted suggestion -> 409."""
        app_row = _create_app_in_state("sent")
        suggestion = create_email_suggestion(
            application_id=app_row["id"],
            mailbox_from="hr@example.com",
            subject="Test",
            snippet="Test",
            classification="interview_invite",
            state_proposal="interviewing",
            received_at=datetime.now(timezone.utc),
        )
        client.post(f"/api/suggestions/{suggestion['id']}/accept")
        resp = client.post(f"/api/suggestions/{suggestion['id']}/accept")
        assert resp.status_code == 409
 # ========================================================================
 # Dismiss suggestion (2 tests)
 # ========================================================================
 class TestDismissSuggestion:
    def test_dismiss_marks_as_dismissed(self, client):
        """POST /suggestions/{id}/dismiss marks as dismissed."""
        suggestion = create_email_suggestion(
            application_id=None,
            mailbox_from="hr@example.com",
            subject="Test",
            snippet="Test",
            classification="question",
            state_proposal=None,
            received_at=datetime.now(timezone.utc),
        )
        resp = client.post(f"/api/suggestions/{suggestion['id']}/dismiss")
        assert resp.status_code == 200
        assert resp.json()["status"] == "dismissed"
    def test_dismiss_404_nonexistent(self, client):
        """Dismiss nonexistent -> 404."""
        resp = client.post("/api/suggestions/00000000-0000-0000-0000-000000000000/dismiss")
        assert resp.status_code == 404
 # ========================================================================
 # GET /suggestions (2 tests)
 # ========================================================================
 class TestGetSuggestions:
    def test_get_suggestions_returns_pending(self, client):
        """GET /suggestions returns only pending suggestions."""
        create_email_suggestion(
            application_id=None,
            mailbox_from="a@example.com",
            subject="Subject A",
            snippet="Snippet A",
            classification="interview_invite",
            state_proposal="interviewing",
            received_at=datetime.now(timezone.utc),
        )
        create_email_suggestion(
            application_id=None,
            mailbox_from="b@example.com",
            subject="Subject B",
            snippet="Snippet B",
            classification="rejection",
            state_proposal=None,
            received_at=datetime.now(timezone.utc),
        )
        resp = client.get("/api/suggestions")
        assert resp.status_code == 200
        data = resp.json()
        assert len(data) == 2
        assert all(s["status"] == "pending" for s in data)
    def test_get_suggestions_empty(self, client):
        """GET /suggestions returns empty list when no suggestions."""
        resp = client.get("/api/suggestions")
        assert resp.status_code == 200
        assert resp.json() == []
 # ========================================================================
 # Notification channels (6 tests)
 # ========================================================================
 class TestLogChannel:
    def test_log_channel_writes_delivered_true(self):
        """LogChannel writes notification_log with delivered=true."""
        reset_channels()
        ch = LogChannel()
        result = ch.send("daily_digest", "Test digest", {"count": 5})
        assert result is True
        logs = list_notification_log(limit=10)
        assert len(logs) >= 1
        latest = logs[0]
        assert latest["channel"] == "log"
        assert latest["kind"] == "daily_digest"
        assert latest["delivered"] is True
        assert latest["error"] is None
    def test_send_notification_log_channel(self):
        """send_notification via LogChannel creates a log entry."""
        reset_channels()
        set_channels([LogChannel()])
        send_notification("email_suggestion", "Interview invite from TechCorp", {"id": "test"})
        logs = list_notification_log(limit=10)
        assert len(logs) >= 1
        assert logs[0]["kind"] == "email_suggestion"
        assert logs[0]["delivered"] is True
        reset_channels()
 class TestWebhookChannel:
    def test_webhook_success_2xx(self, monkeypatch):
        """WebhookChannel with 2xx response writes delivered=true."""
        class FakeResponse:
            status_code = 200
            text = "OK"
        class FakeClient:
            @staticmethod
            def post(url, json=None, timeout=None):
                assert url == "https://hook.example.com/notify"
                return FakeResponse()
        import httpx
        monkeypatch.setattr(httpx, "post", FakeClient.post)
        reset_channels()
        ch = WebhookChannel(url="https://hook.example.com/notify")
        result = ch.send("daily_digest", "Digest", {"count": 3})
        assert result is True
        logs = list_notification_log(limit=10)
        latest = logs[0]
        assert latest["channel"] == "webhook"
        assert latest["delivered"] is True
        assert latest["error"] is None
        reset_channels()
    def test_webhook_failure_non_2xx(self, monkeypatch):
        """WebhookChannel with non-2xx writes delivered=false with error."""
        class FakeResponse:
            status_code = 500
            text = "Internal Server Error"
        class FakeClient:
            @staticmethod
            def post(url, json=None, timeout=None):
                return FakeResponse()
        import httpx
        monkeypatch.setattr(httpx, "post", FakeClient.post)
        reset_channels()
        ch = WebhookChannel(url="https://hook.example.com/notify")
        result = ch.send("daily_digest", "Digest", {"count": 3})
        assert result is False
        logs = list_notification_log(limit=10)
        latest = logs[0]
        assert latest["channel"] == "webhook"
        assert latest["delivered"] is False
        assert latest["error"] is not None
        assert "500" in latest["error"]
        reset_channels()
    def test_webhook_exception_writes_error(self, monkeypatch):
        """WebhookChannel with connection exception writes delivered=false."""
        def raise_exc(url, json=None, timeout=None):
            raise ConnectionError("Connection refused")
        import httpx
        monkeypatch.setattr(httpx, "post", raise_exc)
        reset_channels()
        ch = WebhookChannel(url="https://hook.example.com/notify")
        result = ch.send("daily_digest", "Digest", {"count": 1})
        assert result is False
        logs = list_notification_log(limit=10)
        latest = logs[0]
        assert latest["delivered"] is False
        assert "Connection refused" in (latest["error"] or "")
        reset_channels()
    def test_webhook_no_url_writes_error(self):
        """WebhookChannel with no URL writes delivered=false with config error."""
        reset_channels()
        ch = WebhookChannel(url="")
        result = ch.send("test", "test", {})
        assert result is False
        logs = list_notification_log(limit=10)
        latest = logs[0]
        assert latest["delivered"] is False
        assert "not configured" in (latest["error"] or "")
        reset_channels()
 # ========================================================================
 # Notification log endpoint (2 tests)
 # ========================================================================
 class TestNotificationLogEndpoint:
    def test_get_notifications_log(self, client):
        """GET /notifications/log returns entries."""
        reset_channels()
        set_channels([LogChannel()])
        send_notification("daily_digest", "Test", {"count": 1})
        reset_channels()
        resp = client.get("/api/notifications/log")
        assert resp.status_code == 200
        data = resp.json()
        assert len(data) >= 1
        assert "channel" in data[0]
        assert "kind" in data[0]
        assert "delivered" in data[0]
    def test_get_notifications_log_empty(self, client):
        """GET /notifications/log returns empty when no entries."""
        resp = client.get("/api/notifications/log")
        assert resp.status_code == 200
        assert resp.json() == []
 # ========================================================================
 # Digest payload shape (2 tests)
 # ========================================================================
 class TestDigestPayload:
    def test_daily_digest_notification_text(self):
        """Daily digest notification contains expected text fields."""
        reset_channels()
        set_channels([LogChannel()])
        send_notification("daily_digest", "Daily Digest\nScored applications: 5", {
            "digest_count": 5,
            "nudge_count": 2,
            "pending_approvals": 1,
        })
        logs = list_notification_log(limit=10)
        entry = logs[0]
        assert entry["kind"] == "daily_digest"
        payload = entry["payload"]
        assert "text" in payload
        assert "Daily Digest" in payload["text"]
        assert payload.get("digest_count") == 5
        reset_channels()
    def test_daily_digest_payload_has_counts(self):
        """Digest payload includes digest_count, nudge_count, pending_approvals."""
        reset_channels()
        set_channels([LogChannel()])
        send_notification("daily_digest", "text", {
            "digest_count": 3,
            "nudge_count": 1,
            "pending_approvals": 0,
        })
        logs = list_notification_log(limit=10)
        payload = logs[0]["payload"]
        assert payload["digest_count"] == 3
        assert payload["nudge_count"] == 1
        assert payload["pending_approvals"] == 0
        reset_channels()
 # ========================================================================
 # FakeImap end-to-end poll (3 tests)
 # ========================================================================
 class TestFakeImapPoll:
    def test_poll_creates_suggestion_for_matching_email(self):
        """FakeImap poll creates a suggestion when email matches an application."""
        app_row = _create_app_in_state("sent", company="TechCorp", url="https://techcorp.com/jobs/1")
        raw_email = _make_email(
            "hr@techcorp.com",
            "Interview at TechCorp",
            "Please come for an interview next Tuesday.",
        )
        fake = FakeImap(messages=[(b"1", raw_email)])
        created = poll_inbox(fake)
        assert len(created) == 1
        assert created[0]["classification"] == "interview_invite"
        assert created[0]["mailbox_from"] == "hr@techcorp.com"
        assert created[0]["application_id"] == app_row["id"]
    def test_poll_skips_noise_emails(self):
        """FakeImap poll skips noise classification (no suggestion created)."""
        _create_app_in_state("sent", company="TechCorp")
        # Mock email_classify to return noise
        import app.llm as llm_mod
        original = llm_mod.MOCK_OUTPUTS.get("email_classify", {}).copy()
        try:
            llm_mod.MOCK_OUTPUTS["email_classify"] = {
                "classification": "noise",
                "state_proposal": None,
                "reason": "spam",
            }
            raw_email = _make_email(
                "newsletter@spam.com",
                "Buy our product",
                "Special offer just for you!",
            )
            fake = FakeImap(messages=[(b"1", raw_email)])
            created = poll_inbox(fake)
            assert len(created) == 0
        finally:
            llm_mod.MOCK_OUTPUTS["email_classify"] = original
    def test_poll_dedupe_skips_same_from_subject_day(self):
        """FakeImap poll dedupes same from+subject+day."""
        raw_email = _make_email(
            "hr@example.com",
            "Same Subject",
            "Same body content.",
        )
        # First poll
        fake1 = FakeImap(messages=[(b"1", raw_email)])
        created1 = poll_inbox(fake1)
        assert len(created1) == 1
        # Second poll with same message -> dedupe
        fake2 = FakeImap(messages=[(b"1", raw_email)])
        created2 = poll_inbox(fake2)
        assert len(created2) == 0  # deduped
 # ========================================================================
 # Email parsing helpers (2 tests)
 # ========================================================================
 class TestEmailParsing:
    def test_extract_sender_domain(self):
        """Extract domain from From header."""
        assert _extract_sender_domain("John Doe <hr@techcorp.com>") == "techcorp.com"
        assert _extract_sender_domain("noreply@example.org") == "example.org"
        assert _extract_sender_domain("") == ""
    def test_build_snippet_truncates(self):
        """Snippet is truncated to max_len."""
        long_body = "A" * 500
        snippet = _build_snippet(long_body, max_len=50)
        assert len(snippet) <= 53  # 50 + "..."
        assert snippet.endswith("...")
    def test_build_snippet_short_body(self):
        """Short body is not truncated."""
        snippet = _build_snippet("Hello", max_len=300)
        assert snippet == "Hello"
--- a/apps/api/tests/test_v11b_wb1.py
+++ b/apps/api/tests/test_v11b_wb1.py
@ -1,737 +0,0 @@
 """Tests for v1.1 wave B WB1: dedupe + tailor + deadline integration.
 Covers:
 - Cluster assignment on posting creation (manual POST /postings)
 - Cluster stability across re-imports (same posting URL -> same cluster_id)
 - GET /clusters endpoint shape (cluster_id, postings with id/title/company/source/url/score)
 - Tailor CV happy path (artifact created, change_log, keyword_coverage)
 - Tailor CV hallucination rejection (fabricated mock returning unmapped bullet -> 502)
 - Keyword coverage numbers vs fixture
 - Deadline persisted on scoring (single + batch)
 - /today deadlines filter window (next 7 days)
 Total: >= 20 new tests.
 """
 from __future__ import annotations
 import os
 from datetime import date, datetime, timedelta, timezone
 from unittest.mock import patch
 import pytest
 from fastapi.testclient import TestClient
 from app.db import execute, fetch_one, repo_app, repo_profile
@pytest.fixture()
 def client():
    from app.main import app
    return TestClient(app)
 # --- Helpers ---
 def _create_posting_direct(
    company: str = "TechCorp",
    title: str = "Senior Python Developer",
    url: str = "https://example.com/1",
    description: str = "We need a Python developer with FastAPI experience.",
    source: str = "manual_url",
 ) -> dict:
    """Create a posting directly via repo."""
    posting = repo_app.create_job_posting(
        source=source,
        url=url,
        company=company,
        title=title,
        location="Malmo",
        description=description,
        raw={},
    )
    repo_app.create_application(posting["id"])
    return posting
 def _create_app_with_profile_and_sections(
    client,
    company: str = "TechCorp",
    title: str = "Senior Python Developer",
    url: str = "https://example.com/tc1",
    description: str = "Python FastAPI PostgreSQL Docker Kubernetes AWS",
 ) -> str:
    """Create a profile with sections + posting + application. Returns app_id."""
    # Create profile
    client.get("/api/profile")
    client.put("/api/profile", json={
        "full_name": "Test User",
        "email": "test@test.com",
        "headline": "Backend Developer",
        "summary": "Experienced backend developer.",
    })
    # Create sections
    client.post("/api/profile/sections", json={
        "kind": "experience",
        "title": "Backend Developer",
        "org": "TechCorp",
        "bullets": [
            "Led migration of monolith to microservices using Fast API",
            "Reduced API latency by 40% through query optimization and caching",
        ],
        "tags": ["python", "fastapi"],
    })
    client.post("/api/profile/sections", json={
        "kind": "skills",
        "title": "Technical Skills",
        "bullets": ["Python", "PostgreSQL", "Docker", "FastAPI"],
        "tags": ["python", "docker"],
    })
    # Create posting + application
    posting = _create_posting_direct(company=company, title=title, url=url, description=description)
    # Re-fetch to get the app
    apps = repo_app.list_applications()
    for a in apps:
        if a["job_posting_id"] == posting["id"]:
            return a["id"]
    raise RuntimeError("Application not found")
 def _make_posting_dict(posting_id: str, company: str, title: str, description: str) -> dict:
    """Build a posting dict suitable for cluster()."""
    return {
        "id": posting_id,
        "employer": company,
        "title": title,
        "description": description,
    }
 # ========================================================================
 # Cluster assignment on create (4 tests)
 # ========================================================================
 class TestClusterAssignmentOnCreate:
    def test_single_posting_gets_cluster_id(self, client):
        """A posting created via POST /postings gets a cluster_id assigned."""
        resp = client.post("/api/postings", json={"url": "https://example.com/cluster/1"})
        assert resp.status_code == 201
        postings = client.get("/api/postings").json()
        assert len(postings) >= 1
        # The first posting might get c1 or no cluster (if it's the only one, cluster() gives it c1)
        # With matching available, even 1 posting gets cluster c1
        if len(postings) == 1:
            # Single posting: cluster() returns {"c1": [id]}
            assert postings[0]["cluster_id"] is not None
    def test_duplicate_postings_same_cluster(self, client):
        """Two identical postings (same company, title, description) get same cluster_id."""
        _create_posting_direct(
            company="Acme Corp",
            title="Software Engineer",
            url="https://example.com/dup/1",
            description="We need a Python developer with Docker experience.",
        )
        _create_posting_direct(
            company="Acme Corp",
            title="Software Engineer",
            url="https://example.com/dup/2",
            description="We need a Python developer with Docker experience.",
        )
        # Run cluster assignment manually
        from app.main import _assign_cluster_id
        from app.db import repo_app
        all_postings = repo_app.list_postings()
        for p in all_postings:
            _assign_cluster_id(p["id"])
        postings = repo_app.list_postings()
        cluster_ids = [p["cluster_id"] for p in postings if p["cluster_id"]]
        # Both should have the same cluster_id
        assert len(cluster_ids) >= 2
        assert len(set(cluster_ids)) == 1
    def test_different_postings_different_clusters(self, client):
        """Completely different postings get different cluster_ids."""
        _create_posting_direct(
            company="CompanyA",
            title="Chef",
            url="https://example.com/diff/1",
            description="Looking for an experienced chef.",
        )
        _create_posting_direct(
            company="CompanyB",
            title="Pilot",
            url="https://example.com/diff/2",
            description="Commercial airline pilot needed.",
        )
        from app.main import _assign_cluster_id
        from app.db import repo_app
        all_postings = repo_app.list_postings()
        for p in all_postings:
            _assign_cluster_id(p["id"])
        postings = repo_app.list_postings()
        cluster_ids = [p["cluster_id"] for p in postings if p["cluster_id"]]
        if len(cluster_ids) >= 2:
            assert len(set(cluster_ids)) >= 2
    def test_cluster_id_in_get_postings(self, client):
        """GET /postings returns cluster_id field."""
        _create_posting_direct(
            company="TestCo",
            title="Dev",
            url="https://example.com/field/1",
            description="Test description",
        )
        resp = client.get("/api/postings")
        assert resp.status_code == 200
        data = resp.json()
        assert len(data) >= 1
        assert "cluster_id" in data[0]
 # ========================================================================
 # Cluster stability across re-imports (3 tests)
 # ========================================================================
 class TestClusterStability:
    def test_reimport_preserves_cluster_id(self, client):
        """Re-importing a posting (same URL) keeps the cluster_id stable."""
        # First import
        posting1 = _create_posting_direct(
            company="StableCorp",
            title="Engineer",
            url="https://example.com/stable/1",
            description="Stable description for engineer role.",
        )
        from app.main import _assign_cluster_id
        _assign_cluster_id(posting1["id"])
        p1 = repo_app.get_job_posting(posting1["id"])
        original_cluster_id = p1.get("cluster_id")
        # Re-import: same URL -> ON CONFLICT DO UPDATE, returns same row
        posting2 = repo_app.create_job_posting(
            source="manual_url",
            url="https://example.com/stable/1",
            company="StableCorp",
            title="Engineer",
            description="Stable description for engineer role.",
            raw={},
        )
        assert posting2["id"] == posting1["id"]
        p2 = repo_app.get_job_posting(posting2["id"])
        assert p2.get("cluster_id") == original_cluster_id
    def test_new_duplicate_joins_existing_cluster(self, client):
        """A new posting that's a duplicate of an existing one joins its cluster_id."""
        # First posting
        p1 = _create_posting_direct(
            company="JoinCorp",
            title="Backend Developer",
            url="https://example.com/join/1",
            description="Python developer with PostgreSQL and Docker.",
        )
        from app.main import _assign_cluster_id
        _assign_cluster_id(p1["id"])
        p1_row = repo_app.get_job_posting(p1["id"])
        original_cluster = p1_row.get("cluster_id")
        # Second posting (duplicate)
        p2 = _create_posting_direct(
            company="JoinCorp",
            title="Backend Developer",
            url="https://example.com/join/2",
            description="Python developer with PostgreSQL and Docker.",
        )
        _assign_cluster_id(p2["id"])
        p2_row = repo_app.get_job_posting(p2["id"])
        assert p2_row.get("cluster_id") == original_cluster
    def test_third_duplicate_extends_cluster(self, client):
        """Third duplicate posting joins the same cluster as the first two."""
        desc = "Senior Python developer with FastAPI and PostgreSQL experience."
        p1 = _create_posting_direct(
            company="ExtCorp", title="Senior Python Developer",
            url="https://example.com/ext/1", description=desc,
        )
        from app.main import _assign_cluster_id
        _assign_cluster_id(p1["id"])
        c1 = repo_app.get_job_posting(p1["id"]).get("cluster_id")
        p2 = _create_posting_direct(
            company="ExtCorp", title="Senior Python Developer",
            url="https://example.com/ext/2", description=desc,
        )
        _assign_cluster_id(p2["id"])
        p3 = _create_posting_direct(
            company="ExtCorp", title="Senior Python Developer",
            url="https://example.com/ext/3", description=desc,
        )
        _assign_cluster_id(p3["id"])
        c2 = repo_app.get_job_posting(p2["id"]).get("cluster_id")
        c3 = repo_app.get_job_posting(p3["id"]).get("cluster_id")
        assert c1 == c2 == c3
 # ========================================================================
 # GET /clusters endpoint shape (3 tests)
 # ========================================================================
 class TestClustersEndpoint:
    def test_clusters_returns_list(self, client):
        """GET /clusters returns a list of cluster objects."""
        resp = client.get("/api/clusters")
        assert resp.status_code == 200
        assert isinstance(resp.json(), list)
    def test_clusters_shape(self, client):
        """Each cluster has cluster_id and postings with required fields."""
        # Create two duplicate postings
        desc = "Full stack developer with React and Node.js experience needed."
        p1 = _create_posting_direct(
            company="ShapeCorp", title="Full Stack Developer",
            url="https://example.com/shape/1", description=desc,
        )
        from app.main import _assign_cluster_id
        _assign_cluster_id(p1["id"])
        p2 = _create_posting_direct(
            company="ShapeCorp", title="Full Stack Developer",
            url="https://example.com/shape/2", description=desc,
        )
        _assign_cluster_id(p2["id"])
        resp = client.get("/api/clusters")
        assert resp.status_code == 200
        data = resp.json()
        assert len(data) >= 1
        cluster = data[0]
        assert "cluster_id" in cluster
        assert "postings" in cluster
        assert isinstance(cluster["postings"], list)
        assert len(cluster["postings"]) >= 2
        p = cluster["postings"][0]
        assert "id" in p
        assert "title" in p
        assert "company" in p
        assert "source" in p
        assert "url" in p
        assert "score" in p
    def test_clusters_empty_when_no_cluster_ids(self, client):
        """GET /clusters returns empty list when no postings have cluster_ids."""
        # Create a posting but don't assign cluster_id
        _create_posting_direct(
            company="NoCluster", title="Dev",
            url="https://example.com/nocluster/1", description="Something unique.",
        )
        # Don't call _assign_cluster_id
        resp = client.get("/api/clusters")
        assert resp.status_code == 200
        data = resp.json()
        # Should be empty since no cluster_ids assigned
        assert len(data) == 0
 # ========================================================================
 # Tailor CV happy path (3 tests)
 # ========================================================================
 class TestTailorCvHappyPath:
    def test_tailor_cv_returns_artifact_and_coverage(self, client):
        """POST /applications/{id}/tailor-cv returns artifact_id, change_log, keyword_coverage."""
        app_id = _create_app_with_profile_and_sections(client)
        resp = client.post(f"/api/applications/{app_id}/tailor-cv")
        assert resp.status_code == 200
        data = resp.json()
        assert "artifact_id" in data
        assert data["artifact_id"] is not None
        assert "change_log" in data
        assert isinstance(data["change_log"], list)
        assert len(data["change_log"]) >= 1
        assert "keyword_coverage" in data
        kc = data["keyword_coverage"]
        assert "matched" in kc
        assert "missing" in kc
        assert "ratio" in kc
    def test_tailor_cv_artifact_stored(self, client):
        """The tailored CV artifact appears in the application's artifacts list."""
        app_id = _create_app_with_profile_and_sections(client)
        resp = client.post(f"/api/applications/{app_id}/tailor-cv")
        assert resp.status_code == 200
        artifact_id = resp.json()["artifact_id"]
        artifacts = client.get(f"/api/applications/{app_id}/artifacts").json()
        cv_artifacts = [a for a in artifacts if a["kind"] == "cv"]
        assert len(cv_artifacts) >= 1
        assert any(a["id"] == artifact_id for a in cv_artifacts)
        ai_artifact = [a for a in cv_artifacts if a["id"] == artifact_id][0]
        assert ai_artifact["origin"] == "ai_drafted"
    def test_tailor_cv_404_nonexistent(self, client):
        """Tailor CV on nonexistent application returns 404."""
        resp = client.post("/api/applications/00000000-0000-0000-0000-000000000000/tailor-cv")
        assert resp.status_code == 404
 # ========================================================================
 # Tailor CV hallucination rejection (3 tests)
 # ========================================================================
 class TestTailorCvHallucinationGuard:
    def test_hallucination_rejection_502(self, client, monkeypatch):
        """When the tailor output has bullets with no source mapping, return 502."""
        import app.llm as llm_mod
        app_id = _create_app_with_profile_and_sections(client)
        fabricated = {
            "tailored_cv": {
                "summary": "Developer",
                "skills": ["Python"],
                "experience": [
                    {
                        "company": "FakeCorp",
                        "role": "Fake Role",
                        "bullets": [
                            "Completely fabricated achievement that has no overlap with any source bullet xyzqwerty",
                        ],
                    },
                ],
            },
            "change_log": [{"action": "invented", "detail": "Made up a bullet"}],
        }
        monkeypatch.setattr(
            llm_mod, "run_task",
            lambda task, prompt, *a, **k: fabricated,
        )
        resp = client.post(f"/api/applications/{app_id}/tailor-cv")
        assert resp.status_code == 502
        detail = resp.json()["detail"]
        assert "hallucination_guard" in str(detail)
    def test_hallucination_rejection_with_empty_source_bullets(self, client):
        """When there are no source bullets, hallucination guard is not triggered (no source to map to)."""
        # Create profile with no sections
        client.get("/api/profile")
        client.put("/api/profile", json={
            "full_name": "Test User",
            "email": "test@test.com",
        })
        # Create posting + app
        posting = _create_posting_direct(
            company="NoSourceCo",
            title="Dev",
            url="https://example.com/nosource/1",
            description="Python developer",
        )
        apps = repo_app.list_applications()
        app_id = None
        for a in apps:
            if a["job_posting_id"] == posting["id"]:
                app_id = a["id"]
                break
        # When no source bullets exist, the guard doesn't trigger (source_bullets is empty)
        resp = client.post(f"/api/applications/{app_id}/tailor-cv")
        # Should succeed since source_bullets is empty -> guard not triggered
        assert resp.status_code == 200
    def test_hallucination_rejection_preserves_existing_output(self, client, monkeypatch):
        """After a 502 hallucination rejection, a subsequent valid call works."""
        import app.llm as llm_mod
        app_id = _create_app_with_profile_and_sections(client)
        fabricated = {
            "tailored_cv": {
                "summary": "Dev",
                "skills": ["Python"],
                "experience": [
                    {
                        "company": "X",
                        "role": "X",
                        "bullets": ["Fabricated xyzqwerty zzz new content"],
                    },
                ],
            },
            "change_log": [],
        }
        with monkeypatch.context() as mp:
            mp.setattr(
                llm_mod, "run_task",
                lambda task, prompt, *a, **k: fabricated,
            )
            resp1 = client.post(f"/api/applications/{app_id}/tailor-cv")
            assert resp1.status_code == 502
        # Default prompt-aware mock is guard-safe -> succeeds
        resp2 = client.post(f"/api/applications/{app_id}/tailor-cv")
        assert resp2.status_code == 200
 # ========================================================================
 # Keyword coverage numbers vs fixture (2 tests)
 # ========================================================================
 class TestKeywordCoverage:
    def test_keyword_coverage_has_matched_and_missing(self, client):
        """Keyword coverage from tailor-cv contains matched and missing keywords."""
        app_id = _create_app_with_profile_and_sections(
            client,
            description="Python FastAPI PostgreSQL Docker Kubernetes AWS Java Spring",
        )
        resp = client.post(f"/api/applications/{app_id}/tailor-cv")
        assert resp.status_code == 200
        kc = resp.json()["keyword_coverage"]
        assert "matched" in kc
        assert "missing" in kc
        assert "ratio" in kc
        assert isinstance(kc["matched"], list)
        assert isinstance(kc["missing"], list)
        assert isinstance(kc["ratio"], (int, float))
        assert 0.0 <= kc["ratio"] <= 1.0
    def test_keyword_coverage_ratio_is_reasonable(self, client):
        """With matching CV keywords, coverage ratio should be > 0."""
        app_id = _create_app_with_profile_and_sections(
            client,
            description="Python FastAPI PostgreSQL Docker Kubernetes AWS",
        )
        resp = client.post(f"/api/applications/{app_id}/tailor-cv")
        assert resp.status_code == 200
        kc = resp.json()["keyword_coverage"]
        # The mock CV has Python, Fast API, PostgreSQL, Docker, Kubernetes, AWS
        # which should match most posting keywords
        assert kc["ratio"] > 0.0
 # ========================================================================
 # Deadline persisted on scoring (3 tests)
 # ========================================================================
 class TestDeadlinePersisted:
    def test_deadline_extracted_on_single_score(self, client):
        """Scoring a posting also runs deadline_extract and persists apply_by."""
        posting = _create_posting_direct(
            company="DeadlineCo",
            title="Dev",
            url="https://example.com/deadline/1",
            description="Apply by 2026-12-31.",
        )
        apps = repo_app.list_applications()
        app_id = None
        for a in apps:
            if a["job_posting_id"] == posting["id"]:
                app_id = a["id"]
                break
        # Mock deadline_extract to return a date
        import app.llm as llm_mod
        original = llm_mod.MOCK_OUTPUTS.get("deadline_extract", {}).copy()
        try:
            llm_mod.MOCK_OUTPUTS["deadline_extract"] = {"apply_by": "2026-12-31"}
            resp = client.post(f"/api/postings/{posting['id']}/score")
            assert resp.status_code == 200
            # Verify apply_by was persisted
            p = repo_app.get_job_posting(posting["id"])
            assert p["apply_by"] == "2026-12-31"
        finally:
            llm_mod.MOCK_OUTPUTS["deadline_extract"] = original
    def test_deadline_null_does_not_persist(self, client):
        """When deadline_extract returns null apply_by, nothing is persisted."""
        posting = _create_posting_direct(
            company="NoDeadlineCo",
            title="Dev",
            url="https://example.com/nodeadline/1",
            description="No deadline mentioned.",
        )
        # Default mock returns apply_by=None
        resp = client.post(f"/api/postings/{posting['id']}/score")
        assert resp.status_code == 200
        p = repo_app.get_job_posting(posting["id"])
        assert p["apply_by"] is None
    def test_deadline_extracted_on_batch_score(self, client):
        """Batch scoring also runs deadline_extract and persists apply_by."""
        posting = _create_posting_direct(
            company="BatchDeadlineCo",
            title="Dev",
            url="https://example.com/batchdeadline/1",
            description="Apply by 2026-11-15.",
        )
        apps = repo_app.list_applications()
        app_id = None
        for a in apps:
            if a["job_posting_id"] == posting["id"]:
                app_id = a["id"]
                break
        import app.llm as llm_mod
        original = llm_mod.MOCK_OUTPUTS.get("deadline_extract", {}).copy()
        try:
            llm_mod.MOCK_OUTPUTS["deadline_extract"] = {"apply_by": "2026-11-15"}
            resp = client.post("/api/scoring/batch", json={"application_ids": [app_id]})
            assert resp.status_code == 200
            p = repo_app.get_job_posting(posting["id"])
            assert p["apply_by"] == "2026-11-15"
        finally:
            llm_mod.MOCK_OUTPUTS["deadline_extract"] = original
 # ========================================================================
 # /today deadlines filter window (3 tests)
 # ========================================================================
 class TestTodayDeadlines:
    def test_today_returns_deadlines_field(self, client):
        """/today response includes deadlines field."""
        resp = client.get("/api/today")
        assert resp.status_code == 200
        data = resp.json()
        assert "deadlines" in data
        assert isinstance(data["deadlines"], list)
    def test_today_deadlines_within_7_days(self, client):
        """Deadlines within next 7 days appear in /today."""
        # Create posting with apply_by in 3 days
        posting = _create_posting_direct(
            company="WeekCo",
            title="Dev",
            url="https://example.com/week/1",
            description="Dev role.",
        )
        apps = repo_app.list_applications()
        app_id = None
        for a in apps:
            if a["job_posting_id"] == posting["id"]:
                app_id = a["id"]
                break
        future_date = date.today() + timedelta(days=3)
        repo_app.update_posting_apply_by(posting["id"], future_date)
        resp = client.get("/api/today")
        assert resp.status_code == 200
        deadlines = resp.json()["deadlines"]
        assert len(deadlines) >= 1
        dl = [d for d in deadlines if d["application_id"] == app_id]
        assert len(dl) == 1
        assert dl[0]["title"] == "Dev"
        assert dl[0]["company"] == "WeekCo"
        assert dl[0]["apply_by"] == future_date.isoformat()
    def test_today_deadlines_excludes_beyond_7_days(self, client):
        """Deadlines beyond 7 days do NOT appear in /today."""
        posting = _create_posting_direct(
            company="FarCo",
            title="Dev",
            url="https://example.com/far/1",
            description="Dev role.",
        )
        apps = repo_app.list_applications()
        app_id = None
        for a in apps:
            if a["job_posting_id"] == posting["id"]:
                app_id = a["id"]
                break
        far_date = date.today() + timedelta(days=30)
        repo_app.update_posting_apply_by(posting["id"], far_date)
        resp = client.get("/api/today")
        assert resp.status_code == 200
        deadlines = resp.json()["deadlines"]
        far_deadlines = [d for d in deadlines if d["application_id"] == app_id]
        assert len(far_deadlines) == 0
 # ========================================================================
 # Extra integration tests (2 tests)
 # ========================================================================
 class TestExtraIntegration:
    def test_get_postings_has_apply_by_field(self, client):
        """GET /postings includes apply_by field."""
        posting = _create_posting_direct(
            company="ApplyByCo",
            title="Dev",
            url="https://example.com/applyby/1",
            description="Dev role.",
        )
        repo_app.update_posting_apply_by(posting["id"], date.today() + timedelta(days=5))
        resp = client.get("/api/postings")
        assert resp.status_code == 200
        data = resp.json()
        p = [x for x in data if x["id"] == posting["id"]][0]
        assert p["apply_by"] is not None
    def test_clusters_sorted_by_best_score_desc(self, client):
        """Clusters are sorted by best score descending."""
        # Create cluster 1 with a high-score posting
        desc1 = "Python developer with PostgreSQL and Docker experience needed."
        p1 = _create_posting_direct(
            company="HighScoreCo", title="Python Developer",
            url="https://example.com/sort/1", description=desc1,
        )
        from app.main import _assign_cluster_id
        _assign_cluster_id(p1["id"])
        # Score p1
        apps = repo_app.list_applications()
        for a in apps:
            if a["job_posting_id"] == p1["id"]:
                repo_app.update_application_score(a["id"], 90, {"factors": {}})
                break
        # Create cluster 2 with a low-score posting
        desc2 = "Marketing specialist for social media campaigns and content creation."
        p2 = _create_posting_direct(
            company="LowScoreCo", title="Marketing Specialist",
            url="https://example.com/sort/2", description=desc2,
        )
        _assign_cluster_id(p2["id"])
        for a in apps:
            if a["job_posting_id"] == p2["id"]:
                repo_app.update_application_score(a["id"], 30, {"factors": {}})
                break
        resp = client.get("/api/clusters")
        assert resp.status_code == 200
        data = resp.json()
        if len(data) >= 2:
            # Best scores should be descending
            best_scores = []
            for c in data:
                scores = [p.get("score") or 0 for p in c["postings"]]
                best_scores.append(max(scores) if scores else 0)
            assert best_scores[0] >= best_scores[1]
--- a/apps/api/tests/test_v1_features.py
+++ b/apps/api/tests/test_v1_features.py
@ -1,510 +0,0 @@
 """Tests for v1 batch scoring, today digest, interview prep, seed demo, and SMTP transport."""
 from __future__ import annotations
 from datetime import datetime, timedelta, timezone
 import psycopg
 import pytest
 from fastapi.testclient import TestClient
 from app.config import DATABASE_URL
 from app.db import repo_app, repo_profile
 from app.transport import (
    ClipboardTransport,
    SmtpTransport,
    get_transport,
    is_smtp_configured,
    reset_transport,
    set_transport,
 )
@pytest.fixture()
 def client():
    from app.main import app
    return TestClient(app)
 # --- Batch Scoring ---
 class TestBatchScoring:
    def test_batch_score_multiple(self, client):
        """Batch score multiple applications."""
        ids = []
        for i in range(3):
            resp = client.post(
                "/api/postings",
                json={"url": f"https://example.com/batch/{i}"},
            )
            ids.append(resp.json()["id"])
        resp = client.post(
            "/api/scoring/batch",
            json={"application_ids": ids},
        )
        assert resp.status_code == 200
        data = resp.json()
        assert len(data["results"]) == 3
        for r in data["results"]:
            assert "score" in r
            assert "red_flags" in r
            assert isinstance(r["red_flags"], list)
    def test_batch_score_empty_list(self, client):
        """Empty application_ids list -> 200 with empty results."""
        resp = client.post(
            "/api/scoring/batch",
            json={"application_ids": []},
        )
        assert resp.status_code == 200
        assert resp.json()["results"] == []
    def test_batch_score_nonexistent_app_skipped(self, client):
        """Nonexistent application IDs are silently skipped."""
        resp = client.post(
            "/api/scoring/batch",
            json={"application_ids": ["00000000-0000-0000-0000-000000000000"]},
        )
        assert resp.status_code == 200
        assert resp.json()["results"] == []
    def test_batch_score_includes_red_flags(self, client):
        """Batch score results include red_flags field."""
        resp = client.post(
            "/api/postings",
            json={"url": "https://example.com/redflag/test"},
        )
        app_id = resp.json()["id"]
        resp = client.post(
            "/api/scoring/batch",
            json={"application_ids": [app_id]},
        )
        assert resp.status_code == 200
        result = resp.json()["results"][0]
        assert "red_flags" in result
        assert isinstance(result["red_flags"], list)
    def test_batch_score_updates_application_state(self, client):
        """After batch scoring, application state should be 'scored'."""
        resp = client.post(
            "/api/postings",
            json={"url": "https://example.com/state/test"},
        )
        app_id = resp.json()["id"]
        client.post(
            "/api/scoring/batch",
            json={"application_ids": [app_id]},
        )
        apps = client.get("/api/applications").json()
        scored = [a for a in apps if a["id"] == app_id]
        assert len(scored) == 1
        assert scored[0]["state"] == "scored"
        assert scored[0]["score"] is not None
 # --- Today ---
 class TestToday:
    def test_today_empty(self, client):
        """Today endpoint with no data returns empty digest and zero pending."""
        resp = client.get("/api/today")
        assert resp.status_code == 200
        data = resp.json()
        assert data["digest"] == []
        assert data["nudges"] == []
        assert data["pending_approvals"] == 0
    def test_today_with_scored_applications(self, client):
        """Today digest includes scored applications ordered by score desc."""
        # Create and score two applications
        for url in ["https://example.com/today/1", "https://example.com/today/2"]:
            client.post("/api/postings", json={"url": url})
        apps = client.get("/api/applications").json()
        client.post(
            "/api/scoring/batch",
            json={"application_ids": [a["id"] for a in apps]},
        )
        resp = client.get("/api/today")
        assert resp.status_code == 200
        digest = resp.json()["digest"]
        assert len(digest) == 2
        # Should be ordered by score desc
        assert digest[0]["score"] >= digest[1]["score"]
    def test_today_nudge_for_backdated_sent(self, client):
        """A sent application backdated 8 days should appear in nudges."""
        # Create posting + application
        resp = client.post("/api/postings", json={"url": "https://example.com/nudge/1"})
        app_id = resp.json()["id"]
        # Score it, then move through states to sent
        client.post("/api/scoring/batch", json={"application_ids": [app_id]})
        client.post(f"/api/applications/{app_id}/transition", json={"to": "approved"})
        client.post(f"/api/applications/{app_id}/transition", json={"to": "drafting"})
        # Directly set state to sent (bypassing guard for test)
        with psycopg.connect(DATABASE_URL) as conn:
            conn.execute(
                "UPDATE application SET state = 'sent', last_activity_at = %s WHERE id = %s",
                (datetime.now(timezone.utc) - timedelta(days=8), app_id),
            )
            conn.commit()
        resp = client.get("/api/today")
        assert resp.status_code == 200
        nudges = resp.json()["nudges"]
        assert len(nudges) == 1
        assert nudges[0]["application_id"] == app_id
        assert nudges[0]["days_since_sent"] >= 8
    def test_today_nudge_snoozed_excluded(self, client):
        """A snoozed application should not appear in nudges."""
        resp = client.post("/api/postings", json={"url": "https://example.com/nudge/2"})
        app_id = resp.json()["id"]
        # Score and set to sent with backdated activity
        client.post("/api/scoring/batch", json={"application_ids": [app_id]})
        with psycopg.connect(DATABASE_URL) as conn:
            conn.execute(
                "UPDATE application SET state = 'sent', last_activity_at = %s WHERE id = %s",
                (datetime.now(timezone.utc) - timedelta(days=10), app_id),
            )
            conn.commit()
        # Verify it shows up first
        resp = client.get("/api/today")
        assert len(resp.json()["nudges"]) == 1
        # Snooze it for a future date
        future = (datetime.now(timezone.utc) + timedelta(days=7)).date()
        with psycopg.connect(DATABASE_URL) as conn:
            conn.execute(
                "UPDATE application SET follow_up_snoozed_until = %s WHERE id = %s",
                (future, app_id),
            )
            conn.commit()
        resp = client.get("/api/today")
        assert len(resp.json()["nudges"]) == 0
    def test_today_pending_approvals_count(self, client):
        """Today endpoint counts pending (unconfirmed, unexpired) approvals."""
        # Create posting + application + artifact
        resp = client.post("/api/postings", json={"url": "https://example.com/today/3"})
        app_id = resp.json()["id"]
        client.post(
            f"/api/applications/{app_id}/artifacts",
            json={"kind": "email", "content": "test content"},
        )
        artifacts = client.get(f"/api/applications/{app_id}/artifacts").json()
        artifact_id = artifacts[0]["id"]
        # Create approval (not confirmed)
        client.post(
            f"/api/applications/{app_id}/approvals",
            json={"action": "send_email", "artifact_id": artifact_id},
        )
        resp = client.get("/api/today")
        assert resp.json()["pending_approvals"] == 1
 # --- Interview Prep ---
 class TestInterviewPrep:
    def test_interview_prep_creates_artifact(self, client):
        """POST /applications/{id}/interview-prep creates an artifact."""
        resp = client.post("/api/postings", json={"url": "https://example.com/iprep/1"})
        app_id = resp.json()["id"]
        resp = client.post(f"/api/applications/{app_id}/interview-prep")
        assert resp.status_code == 200
        data = resp.json()
        assert "artifact_id" in data
        assert "content" in data
        assert len(data["content"]) > 0
        assert "Q1" in data["content"]
    def test_interview_prep_artifact_in_list(self, client):
        """Interview prep artifact appears in GET artifacts list."""
        resp = client.post("/api/postings", json={"url": "https://example.com/iprep/2"})
        app_id = resp.json()["id"]
        resp = client.post(f"/api/applications/{app_id}/interview-prep")
        artifact_id = resp.json()["artifact_id"]
        resp = client.get(f"/api/applications/{app_id}/artifacts")
        artifacts = resp.json()
        assert any(a["id"] == artifact_id for a in artifacts)
    def test_interview_prep_sets_artifact_id_on_app(self, client):
        """interview_prep_artifact_id is set on the application."""
        resp = client.post("/api/postings", json={"url": "https://example.com/iprep/3"})
        app_id = resp.json()["id"]
        resp = client.post(f"/api/applications/{app_id}/interview-prep")
        artifact_id = resp.json()["artifact_id"]
        apps = client.get("/api/applications").json()
        app_row = [a for a in apps if a["id"] == app_id][0]
        assert app_row["interview_prep_artifact_id"] == artifact_id
    def test_interview_prep_404_nonexistent_app(self, client):
        """404 for nonexistent application."""
        resp = client.post(
            "/api/applications/00000000-0000-0000-0000-000000000000/interview-prep"
        )
        assert resp.status_code == 404
    def test_interview_prep_creates_telemetry(self, client):
        """Interview prep creates a task_run entry."""
        resp = client.post("/api/postings", json={"url": "https://example.com/iprep/4"})
        app_id = resp.json()["id"]
        client.post(f"/api/applications/{app_id}/interview-prep")
        resp = client.get("/api/telemetry/tasks")
        tasks = resp.json()
        assert any(t["task"] == "interview_prep" for t in tasks)
 # --- Seed Demo ---
 class TestSeedDemo:
    def test_seed_demo_creates_data(self, client):
        """POST /concierge/seed-demo creates profile, postings, applications, and extended data."""
        resp = client.post("/api/concierge/seed-demo")
        assert resp.status_code == 200
        data = resp.json()
        assert data["profile"] == "Demo Demosson"
        assert data["sections"] == 4
        # 6 standalone + 3 agency + 2 deadline + 1 redflag + 1 interviewing = 13 postings
        assert data["postings"] == 13
        # 6 standalone + 3 agency + 2 deadline + 1 redflag + 1 interviewing = 13 applications
        assert data["applications"] == 13
        assert data["clusters"] >= 1
        assert data["deadlines"] >= 2
        assert data["suggestions"] == 2
        assert data["notifications"] == 3
        assert data["task_runs"] == 6
        assert data["cv_artifacts"] >= 1
    def test_seed_demo_idempotent(self, client):
        """Running seed-demo twice returns the same counts."""
        resp1 = client.post("/api/concierge/seed-demo")
        assert resp1.status_code == 200
        resp2 = client.post("/api/concierge/seed-demo")
        assert resp2.status_code == 200
        assert resp2.json()["postings"] == resp1.json()["postings"]
        assert resp2.json()["applications"] == resp1.json()["applications"]
        assert resp2.json()["sections"] == resp1.json()["sections"]
        assert resp2.json()["clusters"] == resp1.json()["clusters"]
        assert resp2.json()["deadlines"] == resp1.json()["deadlines"]
        assert resp2.json()["suggestions"] == resp1.json()["suggestions"]
        assert resp2.json()["notifications"] == resp1.json()["notifications"]
        assert resp2.json()["task_runs"] == resp1.json()["task_runs"]
        assert resp2.json()["cv_artifacts"] == resp1.json()["cv_artifacts"]
    def test_seed_demo_has_nudge_candidate(self, client):
        """After seeding, /today should show a nudge for the backdated sent app."""
        client.post("/api/concierge/seed-demo")
        resp = client.get("/api/today")
        nudges = resp.json()["nudges"]
        assert len(nudges) >= 1
    def test_seed_demo_has_scored_digest(self, client):
        """After seeding, /today digest should have scored applications."""
        client.post("/api/concierge/seed-demo")
        resp = client.get("/api/today")
        digest = resp.json()["digest"]
        assert len(digest) >= 1
    # --- WS1: Extended seed demo tests (8 new) ---
    def test_seed_demo_agency_cluster_present(self, client):
        """Seed creates a 3-posting agency cluster with the same cluster_id."""
        client.post("/api/concierge/seed-demo")
        postings = client.get("/api/postings").json()
        agency_names = {"Aderanto AB", "Wise IT", "TechTalent Nord"}
        agency_postings = [p for p in postings if p.get("company") in agency_names]
        assert len(agency_postings) == 3
        cluster_ids = {p["cluster_id"] for p in agency_postings if p.get("cluster_id")}
        assert len(cluster_ids) == 1, f"Expected 1 cluster_id, got {cluster_ids}"
    def test_seed_demo_deadlines_populated(self, client):
        """Seed creates at least 2 postings with apply_by in the next 7 days."""
        client.post("/api/concierge/seed-demo")
        resp = client.get("/api/today")
        assert resp.status_code == 200
        deadlines = resp.json().get("deadlines", [])
        assert len(deadlines) >= 2
        for d in deadlines:
            assert d["apply_by"] is not None
    def test_seed_demo_red_flag_rationale(self, client):
        """Seed creates an application with red_flags in its score_rationale."""
        client.post("/api/concierge/seed-demo")
        apps = client.get("/api/applications").json()
        red_flag_apps = [
            a for a in apps
            if a.get("score_rationale") and isinstance(a["score_rationale"], dict)
            and "red_flags" in a["score_rationale"]
        ]
        assert len(red_flag_apps) >= 1
        red_flags = red_flag_apps[0]["score_rationale"]["red_flags"]
        assert isinstance(red_flags, list)
        assert any("unpaid trial" in str(rf).lower() for rf in red_flags)
    def test_seed_demo_has_interviewing_application(self, client):
        """Seed creates at least one application in interviewing state."""
        client.post("/api/concierge/seed-demo")
        apps = client.get("/api/applications").json()
        interviewing = [a for a in apps if a["state"] == "interviewing"]
        assert len(interviewing) >= 1
    def test_seed_demo_has_cover_letter_artifact(self, client):
        """Seed creates a cover_letter artifact (origin user_drafted) with Swedish text on the approved app."""
        client.post("/api/concierge/seed-demo")
        apps = client.get("/api/applications").json()
        for a in apps:
            artifacts = client.get(f"/api/applications/{a['id']}/artifacts").json()
            for art in artifacts:
                if art["kind"] == "cover_letter" and art["origin"] == "user_drafted":
                    return
        assert False, "No user_drafted cover_letter artifact found"
    def test_seed_demo_suggestions_present(self, client):
        """Seed creates 2 pending email_suggestion rows with expected classifications."""
        client.post("/api/concierge/seed-demo")
        suggestions = client.get("/api/suggestions").json()
        assert len(suggestions) == 2
        classifications = {s["classification"] for s in suggestions}
        assert "interview_invite" in classifications
        assert "question" in classifications
        # Verify the interview_invite comes from recruiter@festina-demo.se
        interview_suggestion = [s for s in suggestions if s["classification"] == "interview_invite"][0]
        assert interview_suggestion["mailbox_from"] == "recruiter@festina-demo.se"
    def test_seed_demo_notification_log_present(self, client):
        """Seed creates 3 notification_log rows: 2 delivered, 1 webhook failed."""
        client.post("/api/concierge/seed-demo")
        resp = client.get("/api/notifications/log")
        assert resp.status_code == 200
        logs = resp.json()
        assert len(logs) == 3
        # At least one delivered (daily_digest or email_suggestion)
        delivered = [l for l in logs if l["delivered"] is True]
        assert len(delivered) >= 2
        # At least one webhook failed with error text
        failed = [l for l in logs if l["delivered"] is False]
        assert len(failed) >= 1
        assert failed[0]["error"] is not None
        assert len(failed[0]["error"]) > 0
    def test_seed_demo_task_run_telemetry_variance(self, client):
        """Seed creates 6 task_run rows across multiple providers and models."""
        client.post("/api/concierge/seed-demo")
        resp = client.get("/api/telemetry/tasks")
        assert resp.status_code == 200
        tasks = resp.json()
        assert len(tasks) == 6
        providers = {t["provider"] for t in tasks}
        models = {t["model"] for t in tasks}
        assert len(providers) >= 3, f"Expected >= 3 providers, got {providers}"
        assert len(models) >= 4, f"Expected >= 4 models, got {models}"
        # Verify cost variance for CostDisplay
        costs = [t["cost_usd"] for t in tasks if t["cost_usd"] is not None]
        assert len(costs) >= 2
        assert max(costs) > min(costs)
 # --- SMTP Transport ---
 class TestSmtpTransportSelection:
    def test_clipboard_when_no_smtp(self, monkeypatch):
        """Without SMTP_HOST, transport is ClipboardTransport."""
        monkeypatch.delenv("SMTP_HOST", raising=False)
        reset_transport()
        t = get_transport()
        assert isinstance(t, ClipboardTransport)
    def test_smtp_when_configured(self, monkeypatch):
        """With SMTP_HOST set, transport is SmtpTransport."""
        monkeypatch.setenv("SMTP_HOST", "smtp.example.com")
        monkeypatch.setenv("SMTP_PORT", "587")
        monkeypatch.setenv("SMTP_USER", "user@example.com")
        monkeypatch.setenv("SMTP_PASS", "pass")
        monkeypatch.setenv("SMTP_FROM", "from@example.com")
        reset_transport()
        t = get_transport()
        assert isinstance(t, SmtpTransport)
        assert t.host == "smtp.example.com"
        assert t.port == 587
        reset_transport()
    def test_smtp_ssl_on_465(self, monkeypatch):
        """SMTP port 465 triggers SSL."""
        monkeypatch.setenv("SMTP_HOST", "smtp.example.com")
        monkeypatch.setenv("SMTP_PORT", "465")
        reset_transport()
        t = get_transport()
        assert isinstance(t, SmtpTransport)
        assert t.port == 465
        reset_transport()
    def test_clipboard_send_success(self):
        """ClipboardTransport.send returns success with payload."""
        t = ClipboardTransport()
        payload = {"to": "test@example.com", "subject": "Hi", "body": "Hello"}
        result = t.send(payload)
        assert result["success"] is True
        assert result["transport"] == "clipboard"
        assert result["payload"] == payload
    def test_set_transport_override(self):
        """set_transport overrides the default."""
        custom = ClipboardTransport()
        set_transport(custom)
        assert get_transport() is custom
        reset_transport()
    def test_is_smtp_configured_false(self, monkeypatch):
        """is_smtp_configured returns False when no SMTP_HOST."""
        monkeypatch.delenv("SMTP_HOST", raising=False)
        assert not is_smtp_configured()
    def test_is_smtp_configured_true(self, monkeypatch):
        """is_smtp_configured returns True when SMTP_HOST is set."""
        monkeypatch.setenv("SMTP_HOST", "smtp.example.com")
        assert is_smtp_configured()
 # --- Scheduler ---
 class TestScheduler:
    def test_scheduler_disabled_by_default(self, monkeypatch):
        """SCHEDULER_ENABLED defaults to false."""
        from app.scheduler import is_scheduler_enabled
        monkeypatch.delenv("SCHEDULER_ENABLED", raising=False)
        assert not is_scheduler_enabled()
    def test_scheduler_enabled_when_true(self, monkeypatch):
        """SCHEDULER_ENABLED=true enables scheduler."""
        from app.scheduler import is_scheduler_enabled
        monkeypatch.setenv("SCHEDULER_ENABLED", "true")
        assert is_scheduler_enabled()
    def test_start_scheduler_noop_when_disabled(self, monkeypatch):
        """start_scheduler does nothing when disabled."""
        from app import scheduler
        monkeypatch.setenv("SCHEDULER_ENABLED", "false")
        scheduler.start_scheduler()  # should not raise
        scheduler.stop_scheduler()
--- a/apps/web/Dockerfile
+++ b/apps/web/Dockerfile
@ -1,14 +0,0 @@
 # Web production image: build the SPA, serve via nginx with SPA fallback
 FROM node:22-alpine AS build
 WORKDIR /w
 ARG VITE_API_BASE=http://api:8000/api
 ENV VITE_API_BASE=$VITE_API_BASE
 COPY apps/web/package.json apps/web/package-lock.json ./
 RUN npm ci --no-audit --no-fund
 COPY apps/web ./
 RUN npm run build
 FROM nginx:1.27-alpine
 COPY apps/web/nginx.conf /etc/nginx/conf.d/default.conf
 COPY --from=build /w/dist /usr/share/nginx/html
 EXPOSE 80
--- a/apps/web/nginx.conf
+++ b/apps/web/nginx.conf
@ -1,15 +0,0 @@
 server {
    listen 80;
    server_name _;
    root /usr/share/nginx/html;
    index index.html;
    location /api/ {
        proxy_pass http://api:8000/api/;
        proxy_set_header Host $host;
    }
    location / {
        try_files $uri $uri/ /index.html;
    }
 }
--- a/apps/web/src/App.vue
+++ b/apps/web/src/App.vue
@ -1,37 +1,6 @@
 <script setup lang="ts">
-import { onMounted, ref, watch } from 'vue'
+import { RouterLink, RouterView } from 'vue-router'
 import { RouterLink, RouterView, useRouter } from 'vue-router'
 import ToastHost from './components/ToastHost.vue'
 import * as api from '@/api'
 import type { Profile } from '@/types'
 const router = useRouter()
 const profile = ref<Profile | null>(null)
 const profileChecked = ref(false)
 async function checkProfile() {
  try {
    profile.value = await api.getProfile()
  } catch {
    // API not available, let normal routing proceed
  } finally {
    profileChecked.value = true
  }
 }
 onMounted(() => {
  checkProfile()
 })
 // Redirect to /welcome when profile.full_name is empty (onboarding wizard)
 watch(profileChecked, (ready) => {
  if (ready && profile.value && !profile.value.full_name) {
    const currentRoute = router.currentRoute.value
    if (currentRoute.name !== 'welcome') {
      router.push('/welcome')
    }
  }
 })
 </script>
 <template>
@ -40,7 +9,6 @@ watch(profileChecked, (ready) => {
      <div class="max-w-7xl mx-auto px-4 py-3 flex items-center gap-6">
        <span class="text-lg font-bold text-indigo-700">Jobhunt</span>
        <nav class="flex gap-4 text-sm">
          <RouterLink to="/today" class="text-gray-600 hover:text-indigo-700">Today</RouterLink>
          <RouterLink to="/cv" class="text-gray-600 hover:text-indigo-700">CV</RouterLink>
          <RouterLink to="/research" class="text-gray-600 hover:text-indigo-700">Research</RouterLink>
          <RouterLink to="/applications" class="text-gray-600 hover:text-indigo-700">Applications</RouterLink>
--- a/apps/web/src/api/index.ts
+++ b/apps/web/src/api/index.ts
@ -6,26 +6,13 @@ import type {
  Application,
  Approval,
  Artifact,
  BatchScoringResponse,
  Cluster,
  CoverLetterResponse,
  CritiqueComment,
  CvImportConfirmResponse,
  CvImportResponse,
  CvSection,
  DemoSeedResponse,
  EmailSuggestion,
  InterviewPrepResponse,
  JobPosting,
  NotificationLogEntry,
  PostingsFetchResponse,
  Profile,
  RenderCvResponse,
-  ScoreResponse,
+  ScoreResponse
  TailorCvResponse,
  TaskRun,
  TodayResponse,
  TodayResponseV11
 } from '@/types'
 const API_BASE: string =
@ -167,110 +154,17 @@ export function outboxSend(approvalId: string, payload: Record<string, unknown>)
  })
 }
 // --- Telemetry ---
 export function getTelemetryTasks(): Promise<TaskRun[]> {
  return request<TaskRun[]>('/telemetry/tasks')
 }
 // --- v1.0 additions (api-contract-v2.md) ---
 export function importCv(filename: string, contentBase64: string): Promise<CvImportResponse> {
  return request<CvImportResponse>('/cv/import', {
    method: 'POST',
    body: JSON.stringify({ filename, content_base64: contentBase64 })
  })
 }
 export function confirmCvImport(drafts: CvImportResponse['drafts']): Promise<CvImportConfirmResponse> {
  return request<CvImportConfirmResponse>('/cv/import/confirm', {
    method: 'POST',
    body: JSON.stringify({ drafts })
  })
 }
 export function fetchPostings(query: string, region?: string): Promise<PostingsFetchResponse> {
  const body: Record<string, string> = { query }
  if (region) body.region = region
  return request<PostingsFetchResponse>('/postings/fetch', {
    method: 'POST',
    body: JSON.stringify(body)
  })
 }
 export function batchScore(applicationIds: string[]): Promise<BatchScoringResponse> {
  return request<BatchScoringResponse>('/scoring/batch', {
    method: 'POST',
    body: JSON.stringify({ application_ids: applicationIds })
  })
 }
 export function getToday(): Promise<TodayResponseV11> {
  return request<TodayResponseV11>('/today')
 }
 export function interviewPrep(applicationId: string): Promise<InterviewPrepResponse> {
  return request<InterviewPrepResponse>(`/applications/${applicationId}/interview-prep`, {
    method: 'POST'
  })
 }
 export function seedDemo(): Promise<DemoSeedResponse> {
  return request<DemoSeedResponse>('/concierge/seed-demo', { method: 'POST' })
 }
 // --- v1.1 additions (wave A/B) ---
 export function getSuggestions(): Promise<EmailSuggestion[]> {
  return request<EmailSuggestion[]>('/suggestions')
 }
 export function acceptSuggestion(id: string): Promise<EmailSuggestion> {
  return request<EmailSuggestion>(`/suggestions/${id}/accept`, { method: 'POST' })
 }
 export function dismissSuggestion(id: string): Promise<EmailSuggestion> {
  return request<EmailSuggestion>(`/suggestions/${id}/dismiss`, { method: 'POST' })
 }
 export function getNotificationLog(): Promise<NotificationLogEntry[]> {
  return request<NotificationLogEntry[]>('/notifications/log')
 }
 export function getClusters(): Promise<Cluster[]> {
  return request<Cluster[]>('/clusters')
 }
 export function tailorCv(applicationId: string): Promise<TailorCvResponse> {
  return request<TailorCvResponse>(`/applications/${applicationId}/tailor-cv`, {
    method: 'POST'
  })
 }
 // Re-export types for convenience
 export type {
  AiAssistResponse,
  Application,
  Approval,
  Artifact,
  BatchScoringResponse,
  Cluster,
  CoverLetterResponse,
  CritiqueComment,
  CvImportConfirmResponse,
  CvImportResponse,
  CvSection,
  DemoSeedResponse,
  EmailSuggestion,
  InterviewPrepResponse,
  JobPosting,
  NotificationLogEntry,
  PostingsFetchResponse,
  Profile,
  RenderCvResponse,
-  ScoreResponse,
+  ScoreResponse
  TailorCvResponse,
  TaskRun,
  TodayResponse,
  TodayResponseV11
 }
--- a/apps/web/src/components/CostDisplay.vue
+++ b/apps/web/src/components/CostDisplay.vue
@ -1,97 +0,0 @@
 <script setup lang="ts">
 import { onMounted, ref, computed } from 'vue'
 import * as api from '@/api'
 import type { TaskRun } from '@/types'
 const tasks = ref<TaskRun[]>([])
 const loading = ref(true)
 const error = ref(false)
 const totalTokensIn = computed(() =>
  tasks.value.reduce((sum, t) => sum + (t.tokens_in ?? 0), 0)
 )
 const totalTokensOut = computed(() =>
  tasks.value.reduce((sum, t) => sum + (t.tokens_out ?? 0), 0)
 )
 const totalCost = computed(() =>
  tasks.value.reduce((sum, t) => sum + (t.cost ?? 0), 0)
 )
 const hasCost = computed(() => tasks.value.some((t) => t.cost != null))
 // Group task runs by model name (proxy for provider) and compute totals per group
 const byProvider = computed(() => {
  const map = new Map<string, { model: string; tokensIn: number; tokensOut: number; cost: number; count: number }>()
  for (const t of tasks.value) {
    const key = t.model || 'unknown'
    if (!map.has(key)) {
      map.set(key, { model: key, tokensIn: 0, tokensOut: 0, cost: 0, count: 0 })
    }
    const entry = map.get(key)!
    entry.tokensIn += t.tokens_in ?? 0
    entry.tokensOut += t.tokens_out ?? 0
    entry.cost += t.cost ?? 0
    entry.count += 1
  }
  return Array.from(map.values()).sort((a, b) => b.cost - a.cost)
 })
 async function loadTasks() {
  try {
    tasks.value = await api.getTelemetryTasks()
  } catch {
    error.value = true
  } finally {
    loading.value = false
  }
 }
 onMounted(loadTasks)
 </script>
 <template>
  <div class="bg-white rounded-lg border border-gray-200 p-4">
    <h3 class="font-semibold text-sm text-gray-700 mb-2">LLM Cost Summary</h3>
    <div v-if="loading" class="text-gray-400 text-sm">Loading...</div>
    <div v-else-if="error" class="text-red-600 text-sm">Failed to load cost data.</div>
    <div v-else class="space-y-1 text-sm">
      <div class="flex justify-between">
        <span class="text-gray-600">Tokens in:</span>
        <span class="font-medium">{{ totalTokensIn.toLocaleString() }}</span>
      </div>
      <div class="flex justify-between">
        <span class="text-gray-600">Tokens out:</span>
        <span class="font-medium">{{ totalTokensOut.toLocaleString() }}</span>
      </div>
      <div v-if="hasCost" class="flex justify-between border-t border-gray-100 pt-1">
        <span class="text-gray-600">Total cost:</span>
        <span class="font-medium">{{ totalCost.toFixed(4) }}</span>
      </div>
      <div class="text-xs text-gray-400 mt-1">{{ tasks.length }} task runs</div>
      <!-- Provider breakdown -->
      <div v-if="byProvider.length > 0" class="mt-3 border-t border-gray-100 pt-2">
        <div class="text-xs font-medium text-gray-500 mb-1">By Provider</div>
        <table class="w-full text-xs" data-testid="provider-breakdown">
          <thead class="text-left text-gray-400">
            <tr>
              <th class="py-1">Model</th>
              <th class="py-1 text-right">In</th>
              <th class="py-1 text-right">Out</th>
              <th class="py-1 text-right">Cost</th>
              <th class="py-1 text-right">Runs</th>
            </tr>
          </thead>
          <tbody>
            <tr v-for="p in byProvider" :key="p.model" class="border-t border-gray-50">
              <td class="py-1">{{ p.model }}</td>
              <td class="py-1 text-right">{{ p.tokensIn.toLocaleString() }}</td>
              <td class="py-1 text-right">{{ p.tokensOut.toLocaleString() }}</td>
              <td class="py-1 text-right">{{ p.cost.toFixed(4) }}</td>
              <td class="py-1 text-right">{{ p.count }}</td>
            </tr>
          </tbody>
        </table>
      </div>
    </div>
  </div>
 </template>
--- a/apps/web/src/components/InterviewPrepModal.vue
+++ b/apps/web/src/components/InterviewPrepModal.vue
@ -1,121 +0,0 @@
 <script setup lang="ts">
 import { ref } from 'vue'
 import { useToastStore } from '@/stores/toast'
 import * as api from '@/api'
 import { HttpError } from '@/api'
 import type { InterviewPrepResponse } from '@/types'
 const props = defineProps<{
  applicationId: string
  visible: boolean
 }>()
 const emit = defineEmits<{
  (e: 'close'): void
 }>()
 const toast = useToastStore()
 const loading = ref(false)
 const saving = ref(false)
 const prepContent = ref('')
 const artifactId = ref<string | null>(null)
 async function generatePrep() {
  loading.value = true
  prepContent.value = ''
  artifactId.value = null
  try {
    const res: InterviewPrepResponse = await api.interviewPrep(props.applicationId)
    prepContent.value = res.content
    artifactId.value = res.artifact_id
    toast.push('Interview prep generated', 'success')
  } catch (err) {
    let msg = 'Failed to generate interview prep'
    if (err instanceof HttpError) {
      const body = err.body as { error?: { message?: string } } | null
      msg = body?.error?.message ?? msg
    }
    toast.push(msg, 'error')
  } finally {
    loading.value = false
  }
 }
 async function savePrep() {
  if (!prepContent.value.trim()) return
  saving.value = true
  try {
    const res: InterviewPrepResponse = await api.interviewPrep(props.applicationId)
    artifactId.value = res.artifact_id
    toast.push('Interview prep saved as new version', 'success')
  } catch {
    toast.push('Failed to save interview prep', 'error')
  } finally {
    saving.value = false
  }
 }
 function close() {
  emit('close')
 }
 </script>
 <template>
  <div
    v-if="visible"
    class="fixed inset-0 z-50 flex items-center justify-center bg-black bg-opacity-50"
    @click.self="close"
  >
    <div class="bg-white rounded-lg shadow-xl max-w-3xl w-full mx-4 max-h-[80vh] flex flex-col">
      <!-- Header -->
      <div class="flex items-center justify-between border-b border-gray-200 px-4 py-3">
        <h2 class="font-semibold text-lg">Interview Prep</h2>
        <button @click="close" class="text-gray-400 hover:text-gray-700 text-xl leading-none">&times;</button>
      </div>
      <!-- Body -->
      <div class="flex-1 overflow-y-auto p-4 space-y-4">
        <div v-if="!prepContent && !loading" class="text-center py-8">
          <p class="text-gray-500 mb-4">
            Generate likely interview questions with suggested answers based on your profile and the job posting.
          </p>
          <button
            @click="generatePrep"
            class="bg-indigo-600 text-white px-4 py-2 rounded text-sm"
          >
            Generate Interview Prep
          </button>
        </div>
        <div v-if="loading" class="text-gray-500 text-center py-8">Generating interview prep...</div>
        <div v-if="prepContent && !loading" class="space-y-3">
          <textarea
            v-model="prepContent"
            rows="18"
            class="w-full border rounded px-3 py-2 text-sm font-mono"
            placeholder="Interview prep content..."
          ></textarea>
          <div class="flex gap-3">
            <button
              @click="savePrep"
              :disabled="saving"
              class="bg-green-600 text-white px-4 py-2 rounded text-sm disabled:opacity-50"
            >
              {{ saving ? 'Saving...' : 'Save as New Version' }}
            </button>
            <button
              @click="generatePrep"
              class="text-sm text-indigo-600 hover:underline"
            >
              Regenerate
            </button>
          </div>
          <div v-if="artifactId" class="text-xs text-gray-400">
            Artifact ID: <code>{{ artifactId.slice(0, 8) }}</code>
          </div>
        </div>
      </div>
    </div>
  </div>
 </template>
--- a/apps/web/src/router.test.ts
+++ b/apps/web/src/router.test.ts
@ -1,51 +1,33 @@
-import { describe, it, expect, vi } from 'vitest'
+import { describe, it, expect } from 'vitest'
 import { mount } from '@vue/test-utils'
 import { createPinia, setActivePinia } from 'pinia'
 import { createRouter, createMemoryHistory } from 'vue-router'
 import App from '@/App.vue'
 vi.mock('@/api', () => ({
  getProfile: vi.fn().mockResolvedValue({ id: 'p1', full_name: 'Test User', email: '', phone: '', location: '', headline: '', summary: '', languages: [], hard_rules: {} }),
  HttpError: class HttpError extends Error {
    status: number
    body: unknown
    constructor(status: number, body: unknown, msg?: string) {
      super(msg ?? `HTTP ${status}`)
      this.status = status
      this.body = body
    }
  }
 }))
 function makeRouter() {
  return createRouter({
    history: createMemoryHistory(),
    routes: [
-      { path: '/', redirect: '/today' },
+      { path: '/', redirect: '/cv' },
      { path: '/today', name: 'today', component: { template: '<div>Today</div>' } },
      { path: '/cv', name: 'cv', component: { template: '<div>CV</div>' } },
      { path: '/research', name: 'research', component: { template: '<div>Research</div>' } },
      { path: '/applications', name: 'applications', component: { template: '<div>Applications</div>' } },
-      { path: '/applications/:id', name: 'application-detail', component: { template: '<div>Detail</div>' } },
+      { path: '/applications/:id', name: 'application-detail', component: { template: '<div>Detail</div>' } }
      { path: '/welcome', name: 'welcome', component: { template: '<div>Welcome</div>' } }
    ]
  })
 }
 describe('Router tabs', () => {
-  it('renders all four tab links', async () => {
+  it('renders all three tab links', async () => {
    setActivePinia(createPinia())
    const router = makeRouter()
-    await router.push('/today')
+    await router.push('/cv')
    await router.isReady()
    const wrapper = mount(App, { global: { plugins: [router] } })
    await vi.waitFor(() => {
    const links = wrapper.findAll('nav a')
-      expect(links).toHaveLength(4)
+    expect(links).toHaveLength(3)
-      expect(links[0].text()).toBe('Today')
+    expect(links[0].text()).toBe('CV')
-      expect(links[1].text()).toBe('CV')
+    expect(links[1].text()).toBe('Research')
-      expect(links[2].text()).toBe('Research')
+    expect(links[2].text()).toBe('Applications')
      expect(links[3].text()).toBe('Applications')
    })
  })
 })
--- a/apps/web/src/router/index.ts
+++ b/apps/web/src/router/index.ts
@ -2,17 +2,7 @@ import { createRouter, createWebHistory } from 'vue-router'
 import type { RouteRecordRaw } from 'vue-router'
 const routes: RouteRecordRaw[] = [
-  { path: '/', redirect: '/today' },
+  { path: '/', redirect: '/cv' },
  {
    path: '/welcome',
    name: 'welcome',
    component: () => import('@/views/Welcome.vue')
  },
  {
    path: '/today',
    name: 'today',
    component: () => import('@/views/TodayView.vue')
  },
  {
    path: '/cv',
    name: 'cv',
--- a/apps/web/src/types/index.ts
+++ b/apps/web/src/types/index.ts
@ -66,10 +66,8 @@ export interface Application {
  notes: string
  state_changed_at: string
  created_at: string
-  // joined posting info (flat fields from GET /applications)
+  // joined posting info (from GET /applications)
-  company?: string | null
+  posting?: JobPosting
  title?: string | null
  location?: string | null
 }
 export type ArtifactKind = 'cv' | 'cover_letter' | 'email' | 'other'
@ -128,157 +126,3 @@ export interface AiAssistResponse {
 export interface ApiError {
  error: { code: string; message: string }
 }
 // --- v1.0 additions (api-contract-v2.md) ---
 export interface CvDraft {
  kind: CvSectionKind
  title: string
  org: string
  location: string
  start_date: string
  end_date: string | null
  bullets: string[]
  tags: string[]
 }
 export interface CvImportResponse {
  drafts: CvDraft[]
 }
 export interface CvImportConfirmResponse {
  created: number
  sections: CvSection[]
 }
 export interface PostingsFetchResponse {
  new: number
  dupes: number
 }
 export interface BatchScoringResult {
  application_id: string
  score: number
  rationale: Record<string, unknown>
  red_flags: string[]
 }
 export interface BatchScoringResponse {
  results: BatchScoringResult[]
 }
 export interface TodayDigestItem {
  application_id: string
  title: string
  company: string
  score: number
 }
 export interface TodayNudge {
  application_id: string
  days_since_sent: number
  suggestion: string
 }
 export interface TodayResponse {
  digest: TodayDigestItem[]
  nudges: TodayNudge[]
  pending_approvals: number
 }
 export interface InterviewPrepResponse {
  artifact_id: string
  content: string
 }
 export interface DemoSeedResponse {
  profile: string
  postings: number
  applications: number
  sections: number
 }
 export interface TaskRun {
  id: string
  task_type: string
  model: string
  tokens_in: number
  tokens_out: number
  cost: number | null
  created_at: string
 }
 export interface RedFlagsMap {
  [applicationId: string]: string[]
 }
 // --- v1.1 additions (wave A/B) ---
 export interface TodayDeadline {
  application_id: string
  title: string
  company: string
  apply_by: string
 }
 export interface TodayResponseV11 extends TodayResponse {
  deadlines?: TodayDeadline[]
 }
 export type SuggestionClassification =
  | 'interview_invite'
  | 'rejection'
  | 'question'
  | 'noise'
 export interface EmailSuggestion {
  id: string
  application_id: string | null
  from_address: string
  subject: string
  snippet: string
  classification: SuggestionClassification
  created_at: string
  status: 'pending' | 'accepted' | 'dismissed'
 }
 export interface NotificationLogEntry {
  id: string
  channel: string
  message: string
  data: Record<string, unknown> | null
  created_at: string
 }
 export interface ClusterPosting {
  id: string
  title: string
  company: string
  source: string
  url: string
  score: number
 }
 export interface Cluster {
  cluster_id: string
  postings: ClusterPosting[]
 }
 export interface TailorKeywordCoverage {
  ratio: number
  matched: string[]
  missing: string[]
 }
 export interface TailorChangeLogEntry {
  action?: string
  section?: string
  detail?: string
  change?: string
 }
 export interface TailorCvResponse {
  artifact_id: string
  change_log: TailorChangeLogEntry[]
  keyword_coverage: TailorKeywordCoverage
 }
--- a/apps/web/src/views/ApplicationDetail.tailor.test.ts
+++ b/apps/web/src/views/ApplicationDetail.tailor.test.ts
@ -1,135 +0,0 @@
 import { describe, it, expect, vi, beforeEach } from 'vitest'
 import { mount, flushPromises } from '@vue/test-utils'
 import { createPinia, setActivePinia } from 'pinia'
 import type { Application, Artifact, TailorCvResponse } from '@/types'
 vi.mock('@/api', () => ({
  getApplications: vi.fn(),
  getArtifacts: vi.fn(),
  createCoverLetter: vi.fn(),
  createApproval: vi.fn(),
  confirmApproval: vi.fn(),
  rejectApproval: vi.fn(),
  outboxSend: vi.fn(),
  interviewPrep: vi.fn(),
  tailorCv: vi.fn(),
  HttpError: class HttpError extends Error {
    status: number
    body: unknown
    constructor(status: number, body: unknown, msg?: string) {
      super(msg ?? `HTTP ${status}`)
      this.status = status
      this.body = body
    }
  }
 }))
 function makeApp(): Application {
  return {
    id: 'app-1',
    job_posting_id: 'j-1',
    state: 'drafting',
    score: 90,
    score_rationale: null,
    notes: '',
    state_changed_at: '2026-01-01T00:00:00Z',
    created_at: '2026-01-01T00:00:00Z',
    company: 'Acme',
    title: 'Engineer',
    location: 'Remote'
  }
 }
 function makeArtifact(): Artifact {
  return {
    id: 'art-1',
    application_id: 'app-1',
    kind: 'cover_letter',
    filename: 'cover.pdf',
    content_hash: 'abcdef0123456789',
    storage_path: '/tmp/cover.pdf',
    version: 1,
    origin: 'user_drafted',
    created_at: '2026-01-01T00:00:00Z'
  }
 }
 function makeTailorResult(): TailorCvResponse {
  return {
    artifact_id: 'art-tailor-1',
    change_log: [
      { action: 'experience', detail: 'Reordered to highlight Python backend work' },
      { action: 'skills', detail: 'Moved Docker and Kubernetes higher' }
    ],
    keyword_coverage: { ratio: 0.75, matched: ['python', 'docker'], missing: ['kubernetes'] }
  }
 }
 async function mountDetail(app: Application, artifacts: Artifact[]) {
  setActivePinia(createPinia())
  const api = await import('@/api')
  ;(api.getApplications as ReturnType<typeof vi.fn>).mockResolvedValue([app])
  ;(api.getArtifacts as ReturnType<typeof vi.fn>).mockResolvedValue(artifacts)
  const ApplicationDetail = (await import('@/views/ApplicationDetail.vue')).default
  const wrapper = mount(ApplicationDetail, { props: { id: 'app-1' } })
  await flushPromises()
  return { wrapper }
 }
 describe('Tailor CV panel', () => {
  beforeEach(() => {
    vi.clearAllMocks()
  })
  it('renders change log, coverage bar, and download link after tailoring', async () => {
    const { wrapper } = await mountDetail(makeApp(), [makeArtifact()])
    const api = await import('@/api')
    // Panel should not be visible before clicking
    expect(wrapper.find('[data-testid="tailor-panel"]').exists()).toBe(false)
    // Mock tailorCv to return a result
    ;(api.tailorCv as ReturnType<typeof vi.fn>).mockResolvedValue(makeTailorResult())
    // After tailoring, getArtifacts is called again to refresh
    ;(api.getArtifacts as ReturnType<typeof vi.fn>).mockResolvedValue([makeArtifact(), {
      id: 'art-tailor-1',
      application_id: 'app-1',
      kind: 'cv',
      filename: 'tailored_cv.pdf',
      content_hash: 'deadbeef01234567',
      storage_path: '/tmp/tailored_cv.pdf',
      version: 1,
      origin: 'ai_drafted',
      created_at: '2026-07-30T00:00:00Z'
    }])
    // Click the Tailor CV button
    const btn = wrapper.find('[data-testid="tailor-cv-btn"]')
    expect(btn.exists()).toBe(true)
    await btn.trigger('click')
    await flushPromises()
    // Panel should now be visible
    const panel = wrapper.find('[data-testid="tailor-panel"]')
    expect(panel.exists()).toBe(true)
    // Change log entries should be visible
    expect(panel.text()).toContain('Reordered to highlight Python backend work')
    expect(panel.text()).toContain('Moved Docker and Kubernetes higher')
    // Coverage bar should be present with 75%
    expect(panel.text()).toContain('Keyword Coverage')
    expect(panel.text()).toContain('75%')
    const bar = panel.find('[data-testid="coverage-bar"]')
    expect(bar.exists()).toBe(true)
    expect(bar.attributes('style')).toContain('width: 75%')
    // Download link should be present
    const dl = panel.find('[data-testid="download-link"]')
    expect(dl.exists()).toBe(true)
    expect(dl.text()).toContain('Download tailored CV')
    // Tailored artifact should appear in artifacts list
    expect(wrapper.text()).toContain('tailored_cv.pdf')
  })
 })
--- a/apps/web/src/views/ApplicationDetail.test.ts
+++ b/apps/web/src/views/ApplicationDetail.test.ts
@ -12,7 +12,6 @@ vi.mock('@/api', () => ({
  confirmApproval: vi.fn(),
  rejectApproval: vi.fn(),
  outboxSend: vi.fn(),
  interviewPrep: vi.fn(),
  HttpError: class HttpError extends Error {
    status: number
    body: unknown
@ -34,9 +33,11 @@ function makeApp(): Application {
    notes: '',
    state_changed_at: '2026-01-01T00:00:00Z',
    created_at: '2026-01-01T00:00:00Z',
-    company: 'Acme',
+    posting: {
-    title: 'Engineer',
+      id: 'j-1', source: 'manual_url', external_id: null, url: 'http://x',
-    location: 'Remote'
+      company: 'Acme', title: 'Engineer', location: 'Remote', description: '',
      raw: {}, fetched_at: '2026-01-01T00:00:00Z'
    }
  }
 }
--- a/apps/web/src/views/ApplicationDetail.vue
+++ b/apps/web/src/views/ApplicationDetail.vue
@ -3,15 +3,13 @@ import { onMounted, ref, computed } from 'vue'
 import { useToastStore } from '@/stores/toast'
 import * as api from '@/api'
 import { HttpError } from '@/api'
 import InterviewPrepModal from '@/components/InterviewPrepModal.vue'
 import type {
  Application,
  Artifact,
  Approval,
  ApprovalAction,
  CoverLetterResponse,
-  CritiqueComment,
+  CritiqueComment
  TailorCvResponse
 } from '@/types'
 const props = defineProps<{ id: string }>()
@ -34,13 +32,6 @@ const requestingApproval = ref(false)
 const confirming = ref(false)
 const sending = ref(false)
 // Interview prep modal
 const showPrepModal = ref(false)
 // Tailor CV
 const tailoring = ref(false)
 const tailorResult = ref<TailorCvResponse | null>(null)
 const isConfirmed = computed(() => approval.value?.confirmed_by_user ?? false)
 const canSend = computed(() => isConfirmed.value && !sending.value)
@ -52,29 +43,6 @@ const severityClass: Record<string, string> = {
  low: 'bg-blue-50 border-blue-200'
 }
 const coverageRatio = computed(() => {
  if (!tailorResult.value) return 0
  const kc = tailorResult.value.keyword_coverage
  return typeof kc === 'object' && kc !== null ? (kc.ratio ?? 0) : Number(kc) || 0
 })
 const coverageColor = computed(() => {
  if (!tailorResult.value) return 'bg-gray-300'
  const c = coverageRatio.value
  if (c >= 0.7) return 'bg-green-500'
  if (c >= 0.4) return 'bg-yellow-500'
  return 'bg-red-500'
 })
 const coveragePercent = computed(() => {
  return Math.round(coverageRatio.value * 100)
 })
 const downloadUrl = computed(() => {
  if (!tailorResult.value) return ''
  return `${import.meta.env.VITE_API_BASE ?? 'http://localhost:8000/api'}/artifacts/${tailorResult.value.artifact_id}/download`
 })
 async function loadData() {
  try {
    const apps = await api.getApplications()
@ -145,7 +113,7 @@ async function sendOutbox() {
  if (!approval.value || !canSend.value) return
  sending.value = true
  try {
-    await api.outboxSend(approval.value.id, { to: application.value?.company ?? '' })
+    await api.outboxSend(approval.value.id, { to: application.value?.posting?.company ?? '' })
    toast.push('Sent successfully', 'success')
  } catch (err) {
    let msg = 'Send failed'
@ -159,35 +127,6 @@ async function sendOutbox() {
  }
 }
 function openInterviewPrep() {
  showPrepModal.value = true
 }
 function closeInterviewPrep() {
  showPrepModal.value = false
 }
 async function tailorCv() {
  tailoring.value = true
  tailorResult.value = null
  try {
    const res = await api.tailorCv(props.id)
    tailorResult.value = res
    // Refresh artifacts to show the new tailored CV variant
    artifacts.value = await api.getArtifacts(props.id)
    toast.push('CV tailored for this job', 'success')
  } catch (err) {
    let msg = 'Failed to tailor CV'
    if (err instanceof HttpError) {
      const body = err.body as { error?: { message?: string } } | null
      msg = body?.error?.message ?? msg
    }
    toast.push(msg, 'error')
  } finally {
    tailoring.value = false
  }
 }
 onMounted(loadData)
 </script>
@ -200,91 +139,14 @@ onMounted(loadData)
    <template v-if="!loading && application">
      <!-- Posting info -->
      <section class="bg-white rounded-lg border border-gray-200 p-4">
-        <div class="font-semibold text-lg">{{ application.company ?? 'Unknown' }}</div>
+        <div class="font-semibold text-lg">{{ application.posting?.company ?? 'Unknown' }}</div>
-        <div class="text-gray-600">{{ application.title ?? 'No title' }}</div>
+        <div class="text-gray-600">{{ application.posting?.title ?? 'No title' }}</div>
        <div class="text-sm text-gray-500 mt-1">
          State: <span class="capitalize font-medium">{{ application.state }}</span>
          <span v-if="application.score != null" class="ml-3">Score: {{ application.score }}</span>
        </div>
      </section>
      <!-- Tailor CV -->
      <section class="bg-white rounded-lg border border-gray-200 p-4 space-y-3">
        <h2 class="font-semibold">Tailor CV for this Job</h2>
        <p class="text-sm text-gray-600">
          Generate a tailored CV variant that reorders and rephrases your existing sections toward this posting's keywords. Your facts are never invented, only rephrased.
        </p>
        <button
          @click="tailorCv"
          :disabled="tailoring"
          class="bg-indigo-600 text-white px-4 py-2 rounded text-sm disabled:opacity-50"
          data-testid="tailor-cv-btn"
        >
          {{ tailoring ? 'Tailoring...' : 'Tailor My CV' }}
        </button>
        <!-- Tailor result panel -->
        <div v-if="tailorResult" class="space-y-4 border-t border-gray-100 pt-3" data-testid="tailor-panel">
          <!-- Keyword coverage bar -->
          <div>
            <div class="flex items-center justify-between text-sm mb-1">
              <span class="text-gray-600">Keyword Coverage</span>
              <span class="font-medium">{{ coveragePercent }}%</span>
            </div>
            <div class="w-full bg-gray-200 rounded-full h-3">
              <div
                class="h-3 rounded-full transition-all"
                :class="coverageColor"
                :style="{ width: coveragePercent + '%' }"
                data-testid="coverage-bar"
              ></div>
            </div>
          </div>
          <!-- Change log -->
          <div>
            <h3 class="font-medium text-sm mb-2">Changes Made</h3>
            <ul class="text-sm space-y-1">
              <li
                v-for="(entry, i) in tailorResult.change_log"
                :key="i"
                class="border-b border-gray-100 py-1"
              >
                <span class="font-medium text-gray-700">{{ entry.action || entry.section || 'change' }}:</span>
                <span class="text-gray-600 ml-1">{{ entry.detail || entry.change }}</span>
              </li>
            </ul>
          </div>
          <!-- Download link -->
          <div>
            <a
              :href="downloadUrl"
              target="_blank"
              rel="noopener"
              class="text-sm text-indigo-600 hover:underline"
              data-testid="download-link"
            >
              Download tailored CV (PDF)
            </a>
          </div>
        </div>
      </section>
      <!-- Interview prep -->
      <section class="bg-white rounded-lg border border-gray-200 p-4 space-y-3">
        <h2 class="font-semibold">Interview Prep</h2>
        <p class="text-sm text-gray-600">
          Generate likely interview questions with suggested answers based on your profile and the posting.
        </p>
        <button
          @click="openInterviewPrep"
          class="bg-purple-600 text-white px-4 py-2 rounded text-sm"
        >
          Open Interview Prep
        </button>
      </section>
      <!-- Artifacts list -->
      <section class="bg-white rounded-lg border border-gray-200 p-4 space-y-2">
        <h2 class="font-semibold">Artifacts</h2>
@ -296,6 +158,7 @@ onMounted(loadData)
        </ul>
        <p v-else class="text-sm text-gray-400">No artifacts yet.</p>
      </section>
      <!-- Cover letter editor + critique -->
      <section class="bg-white rounded-lg border border-gray-200 p-4 space-y-3">
        <h2 class="font-semibold">Cover Letter</h2>
@ -384,12 +247,5 @@ onMounted(loadData)
    </template>
    <div v-if="!loading && !application" class="text-gray-500">Application not found.</div>
    <!-- Interview prep modal -->
    <InterviewPrepModal
      :application-id="id"
      :visible="showPrepModal"
      @close="closeInterviewPrep"
    />
  </div>
 </template>
--- a/apps/web/src/views/Applications.badges.test.ts
+++ b/apps/web/src/views/Applications.badges.test.ts
@ -1,110 +0,0 @@
 import { describe, it, expect, vi } from 'vitest'
 import { mount } from '@vue/test-utils'
 import { createPinia, setActivePinia } from 'pinia'
 import Applications from '@/views/Applications.vue'
 import type { Application } from '@/types'
 vi.mock('@/api', () => ({
  getApplications: vi.fn(),
  transitionApplication: vi.fn(),
  batchScore: vi.fn(),
  getToday: vi.fn(),
  HttpError: class HttpError extends Error {
    status: number
    body: unknown
    constructor(status: number, body: unknown, msg?: string) {
      super(msg ?? `HTTP ${status}`)
      this.status = status
      this.body = body
    }
  }
 }))
 function makeApp(id: string, state: string, company: string): Application {
  return {
    id,
    job_posting_id: 'j-' + id,
    state: state as Application['state'],
    score: 80,
    score_rationale: null,
    notes: '',
    state_changed_at: '2026-01-01T00:00:00Z',
    created_at: '2026-01-01T00:00:00Z',
    company,
    title: 'Engineer',
    location: 'Remote'
  }
 }
 describe('Applications kanban badges', () => {
  it('renders nudge dot on cards that have a follow-up nudge', async () => {
    setActivePinia(createPinia())
    const api = await import('@/api')
    const apps = [makeApp('app-1', 'sent', 'NudgeCorp'), makeApp('app-2', 'discovered', 'NoNudge')]
    ;(api.getApplications as ReturnType<typeof vi.fn>).mockResolvedValue(apps)
    ;(api.batchScore as ReturnType<typeof vi.fn>).mockResolvedValue({ results: [] })
    ;(api.getToday as ReturnType<typeof vi.fn>).mockResolvedValue({
      digest: [],
      nudges: [
        { application_id: 'app-1', days_since_sent: 9, suggestion: 'Send a follow-up email' }
      ],
      pending_approvals: 0
    })
    const wrapper = mount(Applications)
    await vi.waitFor(() => {
      expect(wrapper.text()).toContain('NudgeCorp')
    })
    // The nudge dot should be rendered as an orange dot (span with bg-orange-500)
    const dots = wrapper.findAll('.bg-orange-500')
    expect(dots.length).toBeGreaterThanOrEqual(1)
    // Verify the dot is in the card for NudgeCorp (the sent column)
    const sentCol = wrapper.findAll('.font-semibold').find((el) => el.text() === 'sent')
    expect(sentCol).toBeTruthy()
    const sentColumn = sentCol!.element.parentElement!
    expect(sentColumn.textContent).toContain('NudgeCorp')
    // The dot should be inside this column
    expect(sentColumn.querySelector('.bg-orange-500')).toBeTruthy()
  })
  it('renders red flag badge with tooltip text from batch scoring results', async () => {
    setActivePinia(createPinia())
    const api = await import('@/api')
    const apps = [makeApp('app-1', 'discovered', 'ScamCorp')]
    ;(api.getApplications as ReturnType<typeof vi.fn>).mockResolvedValue(apps)
    ;(api.batchScore as ReturnType<typeof vi.fn>).mockResolvedValue({
      results: [
        {
          application_id: 'app-1',
          score: 30,
          rationale: {},
          red_flags: ['Unpaid trial period mentioned', 'Asks for bank details upfront']
        }
      ]
    })
    ;(api.getToday as ReturnType<typeof vi.fn>).mockResolvedValue({
      digest: [],
      nudges: [],
      pending_approvals: 0
    })
    const wrapper = mount(Applications)
    await vi.waitFor(() => {
      expect(wrapper.text()).toContain('ScamCorp')
    })
    // The warning symbol should be rendered in the card
    const warningEl = wrapper.find('.text-red-600.font-bold')
    expect(warningEl.exists()).toBe(true)
    // The title attribute should contain the red flag text
    const title = warningEl.attributes('title')
    expect(title).toBeTruthy()
    expect(title).toContain('Unpaid trial period mentioned')
    expect(title).toContain('Asks for bank details upfront')
  })
 })
--- a/apps/web/src/views/Applications.test.ts
+++ b/apps/web/src/views/Applications.test.ts
@ -7,8 +7,6 @@ import type { Application } from '@/types'
 vi.mock('@/api', () => ({
  getApplications: vi.fn(),
  transitionApplication: vi.fn(),
  batchScore: vi.fn().mockResolvedValue({ results: [] }),
  getToday: vi.fn().mockResolvedValue({ digest: [], nudges: [], pending_approvals: 0 }),
  HttpError: class HttpError extends Error {
    status: number
    body: unknown
@ -31,9 +29,11 @@ function fixture(): Application[] {
      notes: '',
      state_changed_at: '2026-01-01T00:00:00Z',
      created_at: '2026-01-01T00:00:00Z',
-      company: 'Acme',
+      posting: {
-      title: 'Engineer',
+        id: 'j-1', source: 'manual_url', external_id: null, url: 'http://x',
-      location: 'Remote'
+        company: 'Acme', title: 'Engineer', location: 'Remote', description: '',
        raw: {}, fetched_at: '2026-01-01T00:00:00Z'
      }
    },
    {
      id: 'app-2',
@ -44,9 +44,11 @@ function fixture(): Application[] {
      notes: '',
      state_changed_at: '2026-01-01T00:00:00Z',
      created_at: '2026-01-01T00:00:00Z',
-      company: 'Globex',
+      posting: {
-      title: 'Manager',
+        id: 'j-2', source: 'linkedin', external_id: null, url: 'http://y',
-      location: 'Malmo'
+        company: 'Globex', title: 'Manager', location: 'Malmo', description: '',
        raw: {}, fetched_at: '2026-01-01T00:00:00Z'
      }
    }
  ]
 }
--- a/apps/web/src/views/Applications.vue
+++ b/apps/web/src/views/Applications.vue
@ -4,7 +4,7 @@ import { useRouter } from 'vue-router'
 import { useToastStore } from '@/stores/toast'
 import * as api from '@/api'
 import { HttpError } from '@/api'
-import type { Application, ApplicationState, TodayNudge } from '@/types'
+import type { Application, ApplicationState } from '@/types'
 const toast = useToastStore()
 const router = useRouter()
@ -14,10 +14,6 @@ const loading = ref(true)
 const draggingId = ref<string | null>(null)
 const draggingFrom = ref<ApplicationState | null>(null)
 // Red flags and nudges
 const redFlagsMap = ref<Record<string, string[]>>({})
 const nudgeIds = ref<Set<string>>(new Set())
 const states: ApplicationState[] = [
  'discovered',
  'scored',
@ -35,46 +31,9 @@ function appsInState(state: ApplicationState): Application[] {
  return applications.value.filter((a) => a.state === state)
 }
 function hasRedFlags(app: Application): boolean {
  const flags = redFlagsMap.value[app.id]
  return flags != null && flags.length > 0
 }
 function redFlagsFor(app: Application): string[] {
  const fromBatch = redFlagsMap.value[app.id]
  if (fromBatch) return fromBatch
  const stored = (app.score_rationale as { red_flags?: string[] } | null)?.red_flags
  return stored ?? []
 }
 function hasNudge(app: Application): boolean {
  return nudgeIds.value.has(app.id)
 }
 async function loadApplications() {
  try {
    applications.value = await api.getApplications()
    // Load red flags via batch scoring and nudges via today endpoint
    const [batchResult, todayResult] = await Promise.allSettled([
      api.batchScore(
        applications.value
          .filter((a) => a.state === 'discovered' || a.state === 'scored')
          .map((a) => a.id)
      ),
      api.getToday()
    ])
    if (batchResult.status === 'fulfilled') {
      const map: Record<string, string[]> = {}
      for (const r of batchResult.value.results) {
        if (r.red_flags && r.red_flags.length > 0) {
          map[r.application_id] = r.red_flags
        }
      }
      redFlagsMap.value = map
    }
    if (todayResult.status === 'fulfilled') {
      nudgeIds.value = new Set(todayResult.value.nudges.map((n: TodayNudge) => n.application_id))
    }
  } catch {
    toast.push('Failed to load applications', 'error')
  } finally {
@ -158,22 +117,8 @@ onMounted(loadApplications)
            @click="goToDetail(app)"
            class="bg-white rounded border border-gray-200 p-2 cursor-pointer hover:shadow-md transition-shadow"
          >
-            <div class="flex items-center gap-1">
+            <div class="font-medium text-sm truncate">{{ app.posting?.company ?? 'Unknown' }}</div>
-              <span
+            <div class="text-xs text-gray-500 truncate">{{ app.posting?.title ?? 'No title' }}</div>
                v-if="hasRedFlags(app)"
                class="text-red-600 font-bold text-sm flex-shrink-0"
                :title="redFlagsFor(app).join('; ')"
              >
                &#x26A0;
              </span>
              <span
                v-if="hasNudge(app)"
                class="inline-block w-2 h-2 rounded-full bg-orange-500 flex-shrink-0"
                title="Follow-up nudge pending"
              ></span>
              <div class="font-medium text-sm truncate">{{ app.company ?? 'Unknown' }}</div>
            </div>
            <div class="text-xs text-gray-500 truncate">{{ app.title ?? 'No title' }}</div>
            <div v-if="app.score != null" class="text-xs text-green-700 mt-1">
              Score: {{ app.score }}
            </div>
--- a/apps/web/src/views/Research.clusters.test.ts
+++ b/apps/web/src/views/Research.clusters.test.ts
@ -1,103 +0,0 @@
 import { describe, it, expect, vi } from 'vitest'
 import { mount, flushPromises } from '@vue/test-utils'
 import { createPinia, setActivePinia } from 'pinia'
 vi.mock('@/api', () => ({
  getPostings: vi.fn(),
  getClusters: vi.fn(),
  createPosting: vi.fn(),
  fetchPostings: vi.fn(),
  scorePosting: vi.fn(),
  batchScore: vi.fn().mockResolvedValue({ results: [] }),
  HttpError: class HttpError extends Error {
    status: number
    body: unknown
    constructor(status: number, body: unknown, msg?: string) {
      super(msg ?? `HTTP ${status}`)
      this.status = status
      this.body = body
    }
  }
 }))
 describe('Research cluster alternates', () => {
  it('renders cluster header with alternate count and expands to show alternates', async () => {
    setActivePinia(createPinia())
    const api = await import('@/api')
    const Research = (await import('@/views/Research.vue')).default
    // Two postings in the same cluster
    const postings = [
      {
        id: 'p-1', source: 'manual_url', external_id: null, url: 'http://a',
        company: 'Acme', title: 'Backend Dev', location: 'Malmo', description: '',
        raw: {}, fetched_at: '2026-07-30T00:00:00Z', cluster_id: 'c-1'
      },
      {
        id: 'p-2', source: 'linkedin', external_id: null, url: 'http://b',
        company: 'Acme', title: 'Backend Dev', location: 'Remote', description: '',
        raw: {}, fetched_at: '2026-07-30T00:00:00Z', cluster_id: 'c-1'
      }
    ]
    // Clusters endpoint returns the cluster with alternate postings
    const clusters = [
      {
        cluster_id: 'c-1',
        postings: [
          { id: 'p-1', title: 'Backend Dev', company: 'Acme', source: 'manual_url', url: 'http://a', score: 85 },
          { id: 'p-2', title: 'Backend Dev', company: 'Acme', source: 'linkedin', url: 'http://b', score: 80 }
        ]
      }
    ]
    ;(api.getPostings as ReturnType<typeof vi.fn>).mockResolvedValue(postings)
    ;(api.getClusters as ReturnType<typeof vi.fn>).mockResolvedValue(clusters)
    const wrapper = mount(Research)
    await flushPromises()
    // Cluster header should show "Also via 1 more"
    expect(wrapper.text()).toContain('Also via 1 more')
    // Alternates should NOT be visible before expanding
    const alternatesBefore = wrapper.find('[data-testid="cluster-alternates"]')
    expect(alternatesBefore.exists()).toBe(false)
    // Click to expand
    const toggle = wrapper.find('[data-testid="cluster-alternates-toggle"]')
    expect(toggle.exists()).toBe(true)
    await toggle.trigger('click')
    await flushPromises()
    // Alternates should now be visible
    const alternatesAfter = wrapper.find('[data-testid="cluster-alternates"]')
    expect(alternatesAfter.exists()).toBe(true)
    // Should show the alternate source (linkedin) and link
    expect(alternatesAfter.text()).toContain('linkedin')
  })
  it('does not show cluster header for single postings without alternates', async () => {
    setActivePinia(createPinia())
    const api = await import('@/api')
    const Research = (await import('@/views/Research.vue')).default
    const postings = [
      {
        id: 'p-3', source: 'manual_url', external_id: null, url: 'http://c',
        company: 'Globex', title: 'Manager', location: 'Stockholm', description: '',
        raw: {}, fetched_at: '2026-07-30T00:00:00Z'
      }
    ]
    ;(api.getPostings as ReturnType<typeof vi.fn>).mockResolvedValue(postings)
    ;(api.getClusters as ReturnType<typeof vi.fn>).mockResolvedValue([])
    const wrapper = mount(Research)
    await flushPromises()
    // Should not show "Also via" since no alternates
    expect(wrapper.text()).not.toContain('Also via')
    expect(wrapper.text()).toContain('Globex')
  })
 })
--- a/apps/web/src/views/Research.vue
+++ b/apps/web/src/views/Research.vue
@ -1,87 +1,20 @@
 <script setup lang="ts">
-import { onMounted, ref, computed } from 'vue'
+import { onMounted, ref } from 'vue'
 import { useToastStore } from '@/stores/toast'
 import * as api from '@/api'
-import { HttpError } from '@/api'
+import type { JobPosting } from '@/types'
 import type { JobPosting, Cluster } from '@/types'
 const toast = useToastStore()
 const postings = ref<JobPosting[]>([])
 const clusters = ref<Cluster[]>([])
 const loading = ref(true)
 const newUrl = ref('')
 const scoringId = ref<string | null>(null)
 const scoreMap = ref<Record<string, { score: number; rationale: Record<string, unknown> }>>({})
 const redFlagsMap = ref<Record<string, string[]>>({})
 const expandedClusters = ref<Set<string>>(new Set())
 // Fetch form
 const fetchQuery = ref('')
 const fetchRegion = ref('')
 const fetching = ref(false)
 const fetchResult = ref<{ new: number; dupes: number } | null>(null)
 // Group postings by cluster_id from the posting data. Postings without cluster_id get unique singleton groups.
 const groupedPostings = computed(() => {
  const map = new Map<string, JobPosting[]>()
  for (const p of postings.value) {
    const cid = (p as JobPosting & { cluster_id?: string }).cluster_id ?? `solo-${p.id}`
    if (!map.has(cid)) map.set(cid, [])
    map.get(cid)!.push(p)
  }
  return Array.from(map.entries()).map(([cluster_id, items]) => ({ cluster_id, items }))
 })
 // Alternates for a cluster (from GET /clusters endpoint)
 function clusterAlternatives(clusterId: string): Cluster['postings'] {
  const cluster = clusters.value.find((c) => c.cluster_id === clusterId)
  if (!cluster) return []
  // Return postings other than the first/best one
  return cluster.postings.slice(1)
 }
 function isExpanded(clusterId: string): boolean {
  return expandedClusters.value.has(clusterId)
 }
 function toggleExpand(clusterId: string) {
  const next = new Set(expandedClusters.value)
  if (next.has(clusterId)) {
    next.delete(clusterId)
  } else {
    next.add(clusterId)
  }
  expandedClusters.value = next
 }
 async function loadPostings() {
  try {
-    const [postingsRes, clustersRes] = await Promise.allSettled([
+    postings.value = await api.getPostings()
      api.getPostings(),
      api.getClusters()
    ])
    if (postingsRes.status === 'fulfilled') {
      postings.value = postingsRes.value
    }
    if (clustersRes.status === 'fulfilled') {
      clusters.value = clustersRes.value
    }
    // Load red flags for existing postings via batch scoring
    if (postings.value.length > 0) {
      try {
        const batch = await api.batchScore(postings.value.map((p) => p.id))
        const map: Record<string, string[]> = {}
        for (const r of batch.results) {
          if (r.red_flags && r.red_flags.length > 0) {
            map[r.application_id] = r.red_flags
          }
        }
        redFlagsMap.value = map
      } catch {
        // batch scoring is optional; ignore errors
      }
    }
  } catch {
    toast.push('Failed to load postings', 'error')
  } finally {
@ -101,27 +34,6 @@ async function addPosting() {
  }
 }
 async function doFetch() {
  if (!fetchQuery.value.trim()) return
  fetching.value = true
  fetchResult.value = null
  try {
    fetchResult.value = await api.fetchPostings(fetchQuery.value.trim(), fetchRegion.value.trim() || undefined)
    toast.push(`Fetched ${fetchResult.value.new} new postings`, 'success')
    // Reload postings to show new ones
    await loadPostings()
  } catch (err) {
    let msg = 'Fetch failed'
    if (err instanceof HttpError) {
      const body = err.body as { error?: { message?: string } } | null
      msg = body?.error?.message ?? msg
    }
    toast.push(msg, 'error')
  } finally {
    fetching.value = false
  }
 }
 async function scorePosting(p: JobPosting) {
  scoringId.value = p.id
  try {
@ -135,15 +47,6 @@ async function scorePosting(p: JobPosting) {
  }
 }
 function hasScamFlag(p: JobPosting): boolean {
  const flags = redFlagsMap.value[p.id]
  return flags != null && flags.length > 0
 }
 function scamFlagsFor(p: JobPosting): string[] {
  return redFlagsMap.value[p.id] ?? []
 }
 onMounted(loadPostings)
 </script>
@ -151,37 +54,6 @@ onMounted(loadPostings)
  <div class="space-y-6">
    <h1 class="text-2xl font-bold">Research</h1>
    <!-- Fetch form (Arbetsformedlingen connector) -->
    <section class="bg-white rounded-lg border border-gray-200 p-4 space-y-3">
      <h2 class="font-semibold">Fetch from Arbetsförmedlingen</h2>
      <div class="flex gap-2">
        <input
          v-model="fetchQuery"
          placeholder="Search query (e.g. python developer)"
          class="flex-1 border rounded px-2 py-1"
          @keyup.enter="doFetch"
        />
        <input
          v-model="fetchRegion"
          placeholder="Region (optional)"
          class="w-48 border rounded px-2 py-1"
          @keyup.enter="doFetch"
        />
        <button
          @click="doFetch"
          :disabled="fetching"
          class="bg-indigo-600 text-white px-4 py-2 rounded text-sm disabled:opacity-50"
        >
          {{ fetching ? 'Fetching...' : 'Fetch Postings' }}
        </button>
      </div>
      <div v-if="fetchResult" class="text-sm">
        <span class="text-green-700 font-medium">{{ fetchResult.new }} new</span>,
        <span class="text-gray-500">{{ fetchResult.dupes }} duplicates</span>
      </div>
    </section>
    <!-- Manual URL add -->
    <section class="bg-white rounded-lg border border-gray-200 p-4 flex gap-2">
      <input
        v-model="newUrl"
@ -194,58 +66,23 @@ onMounted(loadPostings)
    <div v-if="loading" class="text-gray-500">Loading...</div>
-    <!-- Cluster grouped postings -->
+    <table v-if="!loading" class="w-full bg-white rounded-lg border border-gray-200 text-sm">
    <div v-if="!loading" class="space-y-4">
      <div
        v-for="group in groupedPostings"
        :key="group.cluster_id"
        class="bg-white rounded-lg border border-gray-200"
      >
        <!-- Cluster header -->
        <div
          v-if="clusterAlternatives(group.cluster_id).length > 0"
          class="flex items-center justify-between px-4 py-2 border-b border-gray-100 cursor-pointer hover:bg-gray-50"
          @click="toggleExpand(group.cluster_id)"
        >
          <span class="text-sm font-medium text-gray-700">
            {{ group.items[0]?.company ?? 'Unknown' }} - {{ group.items[0]?.title ?? 'No title' }}
          </span>
          <span class="text-xs text-gray-500" data-testid="cluster-alternates-toggle">
            Also via {{ clusterAlternatives(group.cluster_id).length }} more
            <span v-if="isExpanded(group.cluster_id)">&#x25B2;</span>
            <span v-else>&#x25BC;</span>
          </span>
        </div>
        <!-- Main posting table for this cluster -->
        <table class="w-full text-sm">
      <thead class="bg-gray-50 text-left">
        <tr>
          <th class="px-3 py-2">Company</th>
          <th class="px-3 py-2">Title</th>
          <th class="px-3 py-2">Location</th>
          <th class="px-3 py-2">Source</th>
              <th class="px-3 py-2">Scam</th>
          <th class="px-3 py-2">Fetched</th>
          <th class="px-3 py-2">Actions</th>
        </tr>
      </thead>
      <tbody>
-            <tr v-for="p in group.items" :key="p.id" class="border-t border-gray-100">
+        <tr v-for="p in postings" :key="p.id" class="border-t border-gray-100">
          <td class="px-3 py-2">{{ p.company }}</td>
          <td class="px-3 py-2">{{ p.title }}</td>
          <td class="px-3 py-2">{{ p.location }}</td>
          <td class="px-3 py-2">{{ p.source }}</td>
              <td class="px-3 py-2">
                <span
                  v-if="hasScamFlag(p)"
                  class="text-red-600 font-bold"
                  :title="scamFlagsFor(p).join('; ')"
                >
                  &#x26A0;
                </span>
                <span v-else class="text-gray-400">-</span>
              </td>
          <td class="px-3 py-2 text-gray-500">{{ p.fetched_at?.slice(0, 10) }}</td>
          <td class="px-3 py-2">
            <button
@ -262,33 +99,5 @@ onMounted(loadPostings)
        </tr>
      </tbody>
    </table>
        <!-- Expandable alternates -->
        <div
          v-if="isExpanded(group.cluster_id) && clusterAlternatives(group.cluster_id).length > 0"
          class="border-t border-gray-100 px-4 py-3 bg-gray-50"
          data-testid="cluster-alternates"
        >
          <div class="text-xs font-medium text-gray-500 mb-2">Alternate sources for this role:</div>
          <ul class="text-sm space-y-1">
            <li
              v-for="alt in clusterAlternatives(group.cluster_id)"
              :key="alt.id"
              class="flex items-center justify-between"
            >
              <span>
                <a :href="alt.url" target="_blank" rel="noopener" class="text-indigo-600 hover:underline">
                  {{ alt.company }}
                </a>
                <span class="text-gray-400 ml-2">({{ alt.source }})</span>
              </span>
              <span v-if="alt.score" class="text-xs bg-green-100 text-green-800 rounded px-2 py-0.5">
                {{ alt.score }}
              </span>
            </li>
          </ul>
        </div>
      </div>
    </div>
  </div>
 </template>
--- a/apps/web/src/views/TodayView.deadlines.test.ts
+++ b/apps/web/src/views/TodayView.deadlines.test.ts
@ -1,79 +0,0 @@
 import { describe, it, expect, vi } from 'vitest'
 import { mount, flushPromises } from '@vue/test-utils'
 import { createPinia, setActivePinia } from 'pinia'
 vi.mock('@/api', () => ({
  getToday: vi.fn(),
  getSuggestions: vi.fn().mockResolvedValue([]),
  getNotificationLog: vi.fn().mockResolvedValue([]),
  acceptSuggestion: vi.fn(),
  dismissSuggestion: vi.fn(),
  getTelemetryTasks: vi.fn().mockResolvedValue([]),
  HttpError: class HttpError extends Error {
    status: number
    body: unknown
    constructor(status: number, body: unknown, msg?: string) {
      super(msg ?? `HTTP ${status}`)
      this.status = status
      this.body = body
    }
  }
 }))
 describe('TodayView deadlines strip', () => {
  it('renders deadline cards with urgent styling when <= 2 days', async () => {
    setActivePinia(createPinia())
    const api = await import('@/api')
    const TodayView = (await import('@/views/TodayView.vue')).default
    // Build deadlines: one urgent (tomorrow) and one normal (5 days)
    const tomorrow = new Date()
    tomorrow.setDate(tomorrow.getDate() + 1)
    const fiveDays = new Date()
    fiveDays.setDate(fiveDays.getDate() + 5)
    ;(api.getToday as ReturnType<typeof vi.fn>).mockResolvedValue({
      digest: [],
      nudges: [],
      pending_approvals: 0,
      deadlines: [
        { application_id: 'app-1', title: 'Backend Dev', company: 'Acme', apply_by: tomorrow.toISOString().slice(0, 10) },
        { application_id: 'app-2', title: 'Frontend Dev', company: 'Globex', apply_by: fiveDays.toISOString().slice(0, 10) }
      ]
    })
    const wrapper = mount(TodayView)
    await flushPromises()
    // Section heading present
    expect(wrapper.text()).toContain('Deadlines This Week')
    // Both companies shown
    expect(wrapper.text()).toContain('Acme')
    expect(wrapper.text()).toContain('Globex')
    // Urgent card has red background class
    const urgentCard = wrapper.findAll('.bg-red-50')
    expect(urgentCard.length).toBeGreaterThanOrEqual(1)
    expect(urgentCard[0].text()).toContain('Backend Dev')
    expect(urgentCard[0].text()).toContain('Acme')
  })
  it('does not render deadlines section when no deadlines', async () => {
    setActivePinia(createPinia())
    const api = await import('@/api')
    const TodayView = (await import('@/views/TodayView.vue')).default
    ;(api.getToday as ReturnType<typeof vi.fn>).mockResolvedValue({
      digest: [],
      nudges: [],
      pending_approvals: 0,
      deadlines: []
    })
    const wrapper = mount(TodayView)
    await flushPromises()
    expect(wrapper.text()).not.toContain('Deadlines This Week')
  })
 })
--- a/apps/web/src/views/TodayView.suggestions.test.ts
+++ b/apps/web/src/views/TodayView.suggestions.test.ts
@ -1,125 +0,0 @@
 import { describe, it, expect, vi } from 'vitest'
 import { mount, flushPromises } from '@vue/test-utils'
 import { createPinia, setActivePinia } from 'pinia'
 vi.mock('@/api', () => ({
  getToday: vi.fn(),
  getSuggestions: vi.fn(),
  getNotificationLog: vi.fn().mockResolvedValue([]),
  acceptSuggestion: vi.fn(),
  dismissSuggestion: vi.fn(),
  getTelemetryTasks: vi.fn().mockResolvedValue([]),
  HttpError: class HttpError extends Error {
    status: number
    body: unknown
    constructor(status: number, body: unknown, msg?: string) {
      super(msg ?? `HTTP ${status}`)
      this.status = status
      this.body = body
    }
  }
 }))
 describe('TodayView suggestions accept flow', () => {
  it('calls acceptSuggestion API and removes card from pending list', async () => {
    setActivePinia(createPinia())
    const api = await import('@/api')
    const TodayView = (await import('@/views/TodayView.vue')).default
    const suggestions = [
      {
        id: 'sug-1',
        application_id: 'app-1',
        from_address: 'recruiter@acme.com',
        subject: 'Interview Invitation',
        snippet: 'We would like to invite you...',
        classification: 'interview_invite',
        created_at: '2026-07-30T10:00:00Z',
        status: 'pending'
      },
      {
        id: 'sug-2',
        application_id: 'app-2',
        from_address: 'noreply@globex.com',
        subject: 'Application Update',
        snippet: 'Thank you for applying...',
        classification: 'rejection',
        created_at: '2026-07-30T11:00:00Z',
        status: 'pending'
      }
    ]
    ;(api.getToday as ReturnType<typeof vi.fn>).mockResolvedValue({
      digest: [],
      nudges: [],
      pending_approvals: 0,
      deadlines: []
    })
    ;(api.getSuggestions as ReturnType<typeof vi.fn>).mockResolvedValue(suggestions)
    // Accept returns the updated suggestion with status 'accepted'
    ;(api.acceptSuggestion as ReturnType<typeof vi.fn>).mockResolvedValue({ ...suggestions[0], status: 'accepted' })
    const wrapper = mount(TodayView)
    await flushPromises()
    // Both suggestions visible initially
    expect(wrapper.text()).toContain('Interview Invitation')
    expect(wrapper.text()).toContain('Application Update')
    expect(wrapper.text()).toContain('Interview Invite')
    // Click Accept on first suggestion
    const acceptBtns = wrapper.findAll('[data-testid="accept-suggestion"]')
    expect(acceptBtns.length).toBe(2)
    await acceptBtns[0].trigger('click')
    await flushPromises()
    // API was called with the right id
    expect(api.acceptSuggestion).toHaveBeenCalledWith('sug-1')
    // The accepted suggestion should no longer appear in the pending list
    expect(wrapper.text()).not.toContain('Interview Invitation')
    // The other suggestion should still be present
    expect(wrapper.text()).toContain('Application Update')
  })
  it('calls dismissSuggestion API and removes card from pending list', async () => {
    setActivePinia(createPinia())
    const api = await import('@/api')
    const TodayView = (await import('@/views/TodayView.vue')).default
    const suggestions = [
      {
        id: 'sug-3',
        application_id: null,
        from_address: 'spam@noise.com',
        subject: 'Some spam',
        snippet: 'Buy our product...',
        classification: 'noise',
        created_at: '2026-07-30T12:00:00Z',
        status: 'pending'
      }
    ]
    ;(api.getToday as ReturnType<typeof vi.fn>).mockResolvedValue({
      digest: [],
      nudges: [],
      pending_approvals: 0,
      deadlines: []
    })
    ;(api.getSuggestions as ReturnType<typeof vi.fn>).mockResolvedValue(suggestions)
    ;(api.dismissSuggestion as ReturnType<typeof vi.fn>).mockResolvedValue({ ...suggestions[0], status: 'dismissed' })
    const wrapper = mount(TodayView)
    await flushPromises()
    expect(wrapper.text()).toContain('Some spam')
    const dismissBtn = wrapper.find('[data-testid="dismiss-suggestion"]')
    expect(dismissBtn.exists()).toBe(true)
    await dismissBtn.trigger('click')
    await flushPromises()
    expect(api.dismissSuggestion).toHaveBeenCalledWith('sug-3')
    expect(wrapper.text()).not.toContain('Some spam')
  })
 })
--- a/apps/web/src/views/TodayView.vue
+++ b/apps/web/src/views/TodayView.vue
@ -1,288 +0,0 @@
 <script setup lang="ts">
 import { onMounted, ref, computed } from 'vue'
 import { useRouter } from 'vue-router'
 import { useToastStore } from '@/stores/toast'
 import * as api from '@/api'
 import CostDisplay from '@/components/CostDisplay.vue'
 import type { TodayResponseV11, TodayDeadline, EmailSuggestion, NotificationLogEntry, SuggestionClassification } from '@/types'
 const toast = useToastStore()
 const router = useRouter()
 const today = ref<TodayResponseV11 | null>(null)
 const loading = ref(true)
 const deadlines = ref<TodayDeadline[]>([])
 const suggestions = ref<EmailSuggestion[]>([])
 const notifications = ref<NotificationLogEntry[]>([])
 const suggestionActioningId = ref<string | null>(null)
 const nudgeIds = computed(() => new Set(today.value?.nudges.map((n) => n.application_id) ?? []))
 const pendingSuggestions = computed(() =>
  suggestions.value.filter((s) => s.status === 'pending')
 )
 const classificationChipClass: Record<SuggestionClassification, string> = {
  interview_invite: 'bg-green-100 text-green-800',
  rejection: 'bg-red-100 text-red-800',
  question: 'bg-yellow-100 text-yellow-800',
  noise: 'bg-gray-100 text-gray-600'
 }
 const classificationLabel: Record<SuggestionClassification, string> = {
  interview_invite: 'Interview Invite',
  rejection: 'Rejection',
  question: 'Question',
  noise: 'Noise'
 }
 function daysUntil(dateStr: string): number {
  const today = new Date()
  today.setHours(0, 0, 0, 0)
  const target = new Date(dateStr)
  target.setHours(0, 0, 0, 0)
  const diff = Math.round((target.getTime() - today.getTime()) / (1000 * 60 * 60 * 24))
  return diff
 }
 function isUrgent(dateStr: string): boolean {
  return daysUntil(dateStr) <= 2
 }
 function formatDate(dateStr: string): string {
  const d = new Date(dateStr)
  return d.toLocaleDateString('en-US', { month: 'short', day: 'numeric' })
 }
 async function loadToday() {
  try {
    const [todayRes, suggestionsRes, notifRes] = await Promise.allSettled([
      api.getToday(),
      api.getSuggestions(),
      api.getNotificationLog()
    ])
    if (todayRes.status === 'fulfilled') {
      today.value = todayRes.value
      deadlines.value = todayRes.value.deadlines ?? []
    }
    if (suggestionsRes.status === 'fulfilled') {
      suggestions.value = suggestionsRes.value
    }
    if (notifRes.status === 'fulfilled') {
      notifications.value = notifRes.value.slice(0, 5)
    }
  } catch {
    toast.push('Failed to load today digest', 'error')
  } finally {
    loading.value = false
  }
 }
 async function acceptSuggestion(id: string) {
  suggestionActioningId.value = id
  try {
    await api.acceptSuggestion(id)
    suggestions.value = suggestions.value.map((s) =>
      s.id === id ? { ...s, status: 'accepted' } : s
    )
    toast.push('Suggestion accepted', 'success')
  } catch {
    toast.push('Failed to accept suggestion', 'error')
  } finally {
    suggestionActioningId.value = null
  }
 }
 async function dismissSuggestion(id: string) {
  suggestionActioningId.value = id
  try {
    await api.dismissSuggestion(id)
    suggestions.value = suggestions.value.map((s) =>
      s.id === id ? { ...s, status: 'dismissed' } : s
    )
    toast.push('Suggestion dismissed', 'success')
  } catch {
    toast.push('Failed to dismiss suggestion', 'error')
  } finally {
    suggestionActioningId.value = null
  }
 }
 function goToApplication(id: string) {
  router.push(`/applications/${id}`)
 }
 function copyNudge(suggestion: string) {
  if (navigator.clipboard) {
    navigator.clipboard.writeText(suggestion).then(
      () => toast.push('Follow-up draft copied to clipboard', 'success'),
      () => toast.push('Copy failed', 'error')
    )
  } else {
    toast.push('Clipboard not available', 'error')
  }
 }
 onMounted(loadToday)
 </script>
 <template>
  <div class="space-y-6">
    <h1 class="text-2xl font-bold">Today</h1>
    <div v-if="loading" class="text-gray-500">Loading...</div>
    <template v-if="!loading && today">
      <!-- Pending approvals banner -->
      <div v-if="today.pending_approvals > 0" class="bg-yellow-50 border border-yellow-200 rounded-lg p-4">
        <span class="font-medium text-yellow-800">
          {{ today.pending_approvals }} pending approval{{ today.pending_approvals > 1 ? 's' : '' }} waiting for you.
        </span>
      </div>
      <!-- Deadlines this week strip -->
      <section v-if="deadlines.length > 0">
        <h2 class="font-semibold text-lg mb-3">Deadlines This Week</h2>
        <div class="grid gap-3 sm:grid-cols-2 lg:grid-cols-3">
          <div
            v-for="d in deadlines"
            :key="d.application_id"
            class="rounded-lg border p-4 cursor-pointer hover:shadow-md transition-shadow"
            :class="isUrgent(d.apply_by) ? 'bg-red-50 border-red-300' : 'bg-white border-gray-200'"
            @click="goToApplication(d.application_id)"
          >
            <div class="font-medium">{{ d.title }}</div>
            <div class="text-sm text-gray-600">{{ d.company }}</div>
            <div
              class="mt-2 text-sm font-medium"
              :class="isUrgent(d.apply_by) ? 'text-red-700' : 'text-gray-600'"
            >
              Apply by {{ formatDate(d.apply_by) }}
              <span v-if="daysUntil(d.apply_by) === 0" class="ml-1">(today)</span>
              <span v-else-if="daysUntil(d.apply_by) === 1" class="ml-1">(tomorrow)</span>
              <span v-else class="ml-1">({{ daysUntil(d.apply_by) }} days)</span>
            </div>
          </div>
        </div>
      </section>
      <!-- Inbox insights strip -->
      <section v-if="pendingSuggestions.length > 0">
        <h2 class="font-semibold text-lg mb-3">Inbox Insights</h2>
        <div class="space-y-3">
          <div
            v-for="s in pendingSuggestions"
            :key="s.id"
            class="bg-white rounded-lg border border-gray-200 p-4"
          >
            <div class="flex items-center justify-between">
              <div class="flex items-center gap-2">
                <span class="text-sm font-medium text-gray-700">{{ s.from_address }}</span>
                <span
                  class="text-xs rounded px-2 py-0.5 font-medium"
                  :class="classificationChipClass[s.classification]"
                >
                  {{ classificationLabel[s.classification] }}
                </span>
              </div>
              <div class="flex gap-2">
                <button
                  class="text-sm bg-green-600 text-white px-3 py-1 rounded hover:bg-green-700 disabled:opacity-50"
                  :disabled="suggestionActioningId === s.id"
                  data-testid="accept-suggestion"
                  @click.stop="acceptSuggestion(s.id)"
                >
                  Accept
                </button>
                <button
                  class="text-sm bg-gray-200 text-gray-700 px-3 py-1 rounded hover:bg-gray-300 disabled:opacity-50"
                  :disabled="suggestionActioningId === s.id"
                  data-testid="dismiss-suggestion"
                  @click.stop="dismissSuggestion(s.id)"
                >
                  Dismiss
                </button>
              </div>
            </div>
            <div class="font-medium text-sm mt-2">{{ s.subject }}</div>
            <div class="text-sm text-gray-500 mt-1">{{ s.snippet }}</div>
          </div>
        </div>
      </section>
      <!-- Digest cards -->
      <section>
        <h2 class="font-semibold text-lg mb-3">Top Matches Today</h2>
        <div v-if="today.digest.length === 0" class="text-gray-400 text-sm">No postings in your digest yet.</div>
        <div v-else class="grid gap-3 sm:grid-cols-2 lg:grid-cols-3">
          <div
            v-for="item in today.digest"
            :key="item.application_id"
            class="bg-white rounded-lg border border-gray-200 p-4 cursor-pointer hover:shadow-md transition-shadow"
            @click="goToApplication(item.application_id)"
          >
            <div class="font-medium">{{ item.title }}</div>
            <div class="text-sm text-gray-600">{{ item.company }}</div>
            <div class="mt-2 flex items-center gap-2">
              <span class="text-xs bg-green-100 text-green-800 rounded px-2 py-0.5 font-medium">
                Score: {{ item.score }}
              </span>
              <span
                v-if="nudgeIds.has(item.application_id)"
                class="inline-block w-2 h-2 rounded-full bg-orange-500"
                title="Follow-up nudge pending"
              ></span>
            </div>
          </div>
        </div>
      </section>
      <!-- Nudge cards -->
      <section>
        <h2 class="font-semibold text-lg mb-3">Follow-up Nudges</h2>
        <div v-if="today.nudges.length === 0" class="text-gray-400 text-sm">No nudges. You are up to date.</div>
        <div v-else class="space-y-3">
          <div
            v-for="nudge in today.nudges"
            :key="nudge.application_id"
            class="bg-orange-50 border border-orange-200 rounded-lg p-4"
          >
            <div class="flex items-center justify-between">
              <span class="font-medium text-orange-900">
                Sent {{ nudge.days_since_sent }} days ago
              </span>
              <button
                class="text-sm text-indigo-600 hover:underline"
                @click="goToApplication(nudge.application_id)"
              >
                Open application
              </button>
            </div>
            <p class="text-sm text-gray-700 mt-2">{{ nudge.suggestion }}</p>
            <button
              class="mt-2 text-sm bg-indigo-600 text-white px-3 py-1 rounded hover:bg-indigo-700"
              @click="copyNudge(nudge.suggestion)"
            >
              Copy follow-up draft
            </button>
          </div>
        </div>
      </section>
      <!-- Notification mini-log -->
      <section v-if="notifications.length > 0">
        <h2 class="font-semibold text-lg mb-3">Recent Notifications</h2>
        <ul class="text-sm space-y-1 bg-white rounded-lg border border-gray-200 p-3">
          <li v-for="n in notifications" :key="n.id" class="border-b border-gray-100 py-1 last:border-0">
            <span class="text-gray-400 text-xs">{{ n.created_at?.slice(0, 16).replace('T', ' ') }}</span>
            <span class="ml-2 text-gray-700">{{ n.message }}</span>
            <span class="ml-2 text-xs text-gray-400">({{ n.channel }})</span>
          </li>
        </ul>
      </section>
      <!-- Cost display -->
      <CostDisplay />
    </template>
  </div>
 </template>
--- a/apps/web/src/views/Welcome.test.ts
+++ b/apps/web/src/views/Welcome.test.ts
@ -1,70 +0,0 @@
 import { describe, it, expect, vi } from 'vitest'
 import { mount } from '@vue/test-utils'
 import { createPinia, setActivePinia } from 'pinia'
 import { createRouter, createMemoryHistory } from 'vue-router'
 import Welcome from '@/views/Welcome.vue'
 vi.mock('@/api', () => ({
  importCv: vi.fn(),
  confirmCvImport: vi.fn(),
  fetchPostings: vi.fn(),
  HttpError: class HttpError extends Error {
    status: number
    body: unknown
    constructor(status: number, body: unknown, msg?: string) {
      super(msg ?? `HTTP ${status}`)
      this.status = status
      this.body = body
    }
  }
 }))
 function makeRouter() {
  return createRouter({
    history: createMemoryHistory(),
    routes: [
      { path: '/welcome', name: 'welcome', component: Welcome },
      { path: '/today', name: 'today', component: { template: '<div>Today</div>' } }
    ]
  })
 }
 describe('Onboarding wizard', () => {
  it('shows welcome step and advances through steps to finish', async () => {
    setActivePinia(createPinia())
    const router = makeRouter()
    await router.push('/welcome')
    await router.isReady()
    const wrapper = mount(Welcome, { global: { plugins: [router] } })
    // Step 0: Welcome
    expect(wrapper.text()).toContain('Welcome to Jobhunt')
    expect(wrapper.text()).toContain('Get Started')
    // Advance to step 1 (Import CV)
    const getStartedBtn = wrapper.find('button')
    await getStartedBtn.trigger('click')
    expect(wrapper.text()).toContain('Import Your CV')
    // Skip import -> step 2 (Fetch Postings)
    const skipLink = wrapper.findAll('button').find((b) => b.text().includes('Skip for now'))
    expect(skipLink).toBeTruthy()
    await skipLink!.trigger('click')
    expect(wrapper.text()).toContain('Fetch Job Postings')
    // Continue -> step 3 (Done)
    const continueBtn = wrapper.findAll('button').find((b) => b.text().includes('Continue'))
    expect(continueBtn).toBeTruthy()
    await continueBtn!.trigger('click')
    expect(wrapper.text()).toContain('You are all set')
    // Finish -> navigates to /today
    const finishBtn = wrapper.findAll('button').find((b) => b.text().includes('Go to Today'))
    expect(finishBtn).toBeTruthy()
    await finishBtn!.trigger('click')
    await vi.waitFor(() => {
      expect(router.currentRoute.value.path).toBe('/today')
    })
  })
 })
--- a/apps/web/src/views/Welcome.vue
+++ b/apps/web/src/views/Welcome.vue
@ -1,280 +0,0 @@
 <script setup lang="ts">
 import { ref } from 'vue'
 import { useRouter } from 'vue-router'
 import { useToastStore } from '@/stores/toast'
 import * as api from '@/api'
 import { HttpError } from '@/api'
 import type { CvDraft, PostingsFetchResponse } from '@/types'
 const toast = useToastStore()
 const router = useRouter()
 const step = ref(0)
 const steps = ['Welcome', 'Import CV', 'Fetch Postings', 'Done']
 // Step 1: Import CV
 const selectedFile = ref<File | null>(null)
 const importing = ref(false)
 const drafts = ref<CvDraft[]>([])
 const importError = ref('')
 // Step 2: Fetch Postings
 const fetchQuery = ref('')
 const fetchRegion = ref('')
 const fetching = ref(false)
 const fetchResult = ref<PostingsFetchResponse | null>(null)
 function onFileChange(e: Event) {
  const target = e.target as HTMLInputElement
  if (target.files && target.files.length > 0) {
    selectedFile.value = target.files[0]
    importError.value = ''
  }
 }
 function fileToBase64(file: File): Promise<string> {
  return new Promise((resolve, reject) => {
    const reader = new FileReader()
    reader.onload = () => {
      const result = reader.result as string
      const base64 = result.split(',')[1] ?? ''
      resolve(base64)
    }
    reader.onerror = () => reject(new Error('Failed to read file'))
    reader.readAsDataURL(file)
  })
 }
 async function doImport() {
  if (!selectedFile.value) {
    importError.value = 'Please select a file first.'
    return
  }
  importing.value = true
  importError.value = ''
  try {
    const base64 = await fileToBase64(selectedFile.value)
    const res = await api.importCv(selectedFile.value.name, base64)
    drafts.value = res.drafts
    if (drafts.value.length === 0) {
      importError.value = 'No sections were extracted from this file.'
    }
  } catch (err) {
    if (err instanceof HttpError) {
      const body = err.body as { error?: { message?: string } } | null
      importError.value = body?.error?.message ?? 'Import failed'
    } else {
      importError.value = 'Import failed'
    }
  } finally {
    importing.value = false
  }
 }
 async function confirmDrafts() {
  importing.value = true
  try {
    await api.confirmCvImport(drafts.value)
    toast.push('CV sections saved', 'success')
    step.value = 2
  } catch (err) {
    let msg = 'Failed to save CV sections'
    if (err instanceof HttpError) {
      const body = err.body as { error?: { message?: string } } | null
      msg = body?.error?.message ?? msg
    }
    toast.push(msg, 'error')
  } finally {
    importing.value = false
  }
 }
 function skipImport() {
  step.value = 2
 }
 async function doFetch() {
  if (!fetchQuery.value.trim()) {
    toast.push('Enter a search query', 'error')
    return
  }
  fetching.value = true
  fetchResult.value = null
  try {
    fetchResult.value = await api.fetchPostings(fetchQuery.value.trim(), fetchRegion.value.trim() || undefined)
    toast.push(`Fetched ${fetchResult.value.new} new postings`, 'success')
  } catch (err) {
    let msg = 'Fetch failed'
    if (err instanceof HttpError) {
      const body = err.body as { error?: { message?: string } } | null
      msg = body?.error?.message ?? msg
    }
    toast.push(msg, 'error')
  } finally {
    fetching.value = false
  }
 }
 function finish() {
  router.push('/today')
 }
 function next() {
  if (step.value < steps.length - 1) step.value++
 }
 function prev() {
  if (step.value > 0) step.value--
 }
 </script>
 <template>
  <div class="max-w-2xl mx-auto space-y-6">
    <h1 class="text-2xl font-bold">Welcome to Jobhunt</h1>
    <!-- Step indicator -->
    <div class="flex items-center gap-2 text-sm">
      <span
        v-for="(s, i) in steps"
        :key="s"
        :class="[
          'px-3 py-1 rounded-full',
          i === step ? 'bg-indigo-600 text-white' : i < step ? 'bg-green-100 text-green-800' : 'bg-gray-100 text-gray-500'
        ]"
      >
        {{ i + 1 }}. {{ s }}
      </span>
    </div>
    <!-- Step 0: Welcome -->
    <div v-if="step === 0" class="bg-white rounded-lg border border-gray-200 p-6 space-y-4">
      <p class="text-gray-700">
        Jobhunt helps you discover jobs, score them against your profile, draft application material, and prepare for interviews.
        You stay in control: nothing is sent without your explicit approval.
      </p>
      <p class="text-gray-700">
        Let's set up your profile in a few quick steps. You can skip any step and come back later.
      </p>
      <button @click="next" class="bg-indigo-600 text-white px-4 py-2 rounded text-sm">
        Get Started
      </button>
    </div>
    <!-- Step 1: Import CV -->
    <div v-if="step === 1" class="bg-white rounded-lg border border-gray-200 p-6 space-y-4">
      <h2 class="font-semibold text-lg">Import Your CV</h2>
      <p class="text-sm text-gray-600">
        Upload a PDF, DOCX, or plain text file. We will extract sections for you to review and confirm.
      </p>
      <input
        type="file"
        accept=".pdf,.docx,.txt"
        @change="onFileChange"
        class="block text-sm text-gray-700"
      />
      <div v-if="importError" class="text-red-600 text-sm">{{ importError }}</div>
      <button
        v-if="drafts.length === 0"
        @click="doImport"
        :disabled="importing || !selectedFile"
        class="bg-indigo-600 text-white px-4 py-2 rounded text-sm disabled:opacity-50"
      >
        {{ importing ? 'Importing...' : 'Extract Sections' }}
      </button>
      <!-- Drafts review -->
      <div v-if="drafts.length > 0" class="space-y-3">
        <h3 class="font-medium text-sm">Review extracted sections ({{ drafts.length }})</h3>
        <div
          v-for="(draft, i) in drafts"
          :key="i"
          class="border border-gray-200 rounded p-3 text-sm"
        >
          <div class="font-medium">{{ draft.title }} ({{ draft.kind }})</div>
          <div class="text-gray-500">{{ draft.org }}{{ draft.location ? ' - ' + draft.location : '' }}</div>
          <ul v-if="draft.bullets.length" class="list-disc ml-5 text-gray-600 mt-1">
            <li v-for="(b, bi) in draft.bullets" :key="bi">{{ b }}</li>
          </ul>
          <div v-if="draft.tags.length" class="flex flex-wrap gap-1 mt-1">
            <span v-for="t in draft.tags" :key="t" class="text-xs bg-gray-100 rounded px-2 py-0.5">{{ t }}</span>
          </div>
        </div>
        <div class="flex gap-3">
          <button
            @click="confirmDrafts"
            :disabled="importing"
            class="bg-green-600 text-white px-4 py-2 rounded text-sm disabled:opacity-50"
          >
            {{ importing ? 'Saving...' : 'Confirm & Save Sections' }}
          </button>
          <button @click="skipImport" class="text-sm text-gray-500 hover:underline">
            Skip for now
          </button>
        </div>
      </div>
      <button v-if="drafts.length === 0" @click="skipImport" class="text-sm text-gray-500 hover:underline block">
        Skip for now
      </button>
    </div>
    <!-- Step 2: Fetch Postings -->
    <div v-if="step === 2" class="bg-white rounded-lg border border-gray-200 p-6 space-y-4">
      <h2 class="font-semibold text-lg">Fetch Job Postings</h2>
      <p class="text-sm text-gray-600">
        Search for job postings from the Arbetsförmedlingen connector. New postings will be added to your applications.
      </p>
      <div class="space-y-2">
        <label class="block">
          <span class="text-sm text-gray-600">Search query</span>
          <input
            v-model="fetchQuery"
            placeholder="e.g. python developer"
            class="w-full border rounded px-2 py-1 mt-1"
            @keyup.enter="doFetch"
          />
        </label>
        <label class="block">
          <span class="text-sm text-gray-600">Region (optional)</span>
          <input
            v-model="fetchRegion"
            placeholder="e.g. Skane lan"
            class="w-full border rounded px-2 py-1 mt-1"
            @keyup.enter="doFetch"
          />
        </label>
      </div>
      <button
        @click="doFetch"
        :disabled="fetching"
        class="bg-indigo-600 text-white px-4 py-2 rounded text-sm disabled:opacity-50"
      >
        {{ fetching ? 'Fetching...' : 'Fetch Postings' }}
      </button>
      <div v-if="fetchResult" class="text-sm">
        <span class="text-green-700 font-medium">{{ fetchResult.new }} new</span>
        postings found, <span class="text-gray-500">{{ fetchResult.dupes }} duplicates</span> skipped.
      </div>
      <button @click="next" class="text-sm text-indigo-600 hover:underline block">
        Continue
      </button>
    </div>
    <!-- Step 3: Done -->
    <div v-if="step === 3" class="bg-white rounded-lg border border-gray-200 p-6 space-y-4">
      <h2 class="font-semibold text-lg">You are all set!</h2>
      <p class="text-gray-700">
        Your profile is ready. Head to the Today page to see your daily digest, nudges, and pending approvals.
      </p>
      <button @click="finish" class="bg-indigo-600 text-white px-4 py-2 rounded text-sm">
        Go to Today
      </button>
    </div>
    <!-- Navigation -->
    <div v-if="step > 0 && step < 3" class="flex gap-3">
      <button @click="prev" class="text-sm text-gray-500 hover:underline">Back</button>
    </div>
  </div>
 </template>
--- a/docker-compose.prod.yml
+++ b/docker-compose.prod.yml
@ -1,57 +0,0 @@
 # Production stack for jobhunt-platform.
 # Built and started by .forgejo/workflows/deploy.yml on the host docker daemon.
 # Web UI is published on http://<host>:8085, API on :8000. Postgres is internal only.
 services:
  postgres:
    image: postgres:16
    container_name: jobhunt-postgres
    environment:
      POSTGRES_USER: jobhunt
      POSTGRES_PASSWORD: jobhunt
      POSTGRES_DB: jobhunt
    volumes:
      - jobhunt_pgdata:/var/lib/postgresql/data
    healthcheck:
      test: ["CMD-SHELL", "pg_isready -U jobhunt -d jobhunt"]
      interval: 5s
      timeout: 3s
      retries: 10
    restart: unless-stopped
  api:
    build:
      context: .
      dockerfile: apps/api/Dockerfile.test
    image: jobhunt-api
    container_name: jobhunt-api
    entrypoint: uvicorn app.main:app --host 0.0.0.0 --port 8000
    env_file: .env
    environment:
      DATABASE_URL: postgresql://jobhunt:jobhunt@postgres:5432/jobhunt
    working_dir: /app/apps/api
    ports:
      - "8000:8000"
    depends_on:
      postgres:
        condition: service_healthy
    restart: unless-stopped
  web:
    build:
      context: .
      dockerfile: apps/web/Dockerfile
      args:
        # Baked into the SPA at build time. Relative /api goes through the
        # nginx proxy in apps/web/nginx.conf -> http://api:8000/api/
        VITE_API_BASE: /api
    image: jobhunt-web
    container_name: jobhunt-web
    ports:
      - "8085:80"
    depends_on:
      - api
    restart: unless-stopped
 volumes:
  jobhunt_pgdata:
    name: jobhunt_pgdata
--- a/docker-compose.yml
+++ b/docker-compose.yml
@ -8,8 +8,8 @@ services:
      POSTGRES_USER: jobhunt
      POSTGRES_PASSWORD: jobhunt
      POSTGRES_DB: jobhunt
-    # No host port publishing: CI/tests run inside the compose network, and on
+    ports:
-    # this host 5433 is already taken by bilhej-postgres-prod.
+      - "5433:5432"
    volumes:
      - jobhunt_pgdata:/var/lib/postgresql/data
    healthcheck:
@ -20,8 +20,8 @@ services:
  api-test:
    build:
-      context: .
+      context: ./apps/api
-      dockerfile: apps/api/Dockerfile.test
+      dockerfile: Dockerfile.test
    environment:
      DATABASE_URL: postgresql://jobhunt:jobhunt@postgres:5432/jobhunt
    depends_on:
@ -29,42 +29,6 @@ services:
        condition: service_healthy
    restart: "no"
  api:
    build:
      context: .
      dockerfile: apps/api/Dockerfile.test
    image: jobhunt-platform-api-test
    entrypoint: uvicorn app.main:app --host 0.0.0.0 --port 8000
    environment:
      DATABASE_URL: postgresql://jobhunt:jobhunt@postgres:5432/jobhunt
    working_dir: /app/apps/api
    depends_on:
      postgres:
        condition: service_healthy
    restart: "no"
  web:
    build:
      context: .
      dockerfile: apps/web/Dockerfile
      args:
        VITE_API_BASE: http://api:8000/api
    depends_on:
      - api
    restart: "no"
  shots:
    build:
      context: .
      dockerfile: scripts/Dockerfile.shots
    volumes:
      - shots_out:/out
    depends_on:
      - api
      - web
    restart: "no"
 volumes:
  jobhunt_pgdata:
    name: jobhunt_pgdata
  shots_out:
--- a/docs/adr/0003-v11-scope.md
+++ b/docs/adr/0003-v11-scope.md
@ -1,27 +0,0 @@
 # ADR-0003: v1.1 scope (feel-alive features + killer demo)
 Status: accepted (2026-07-30)
 ## Features
 1. **Email reply tracking (read-only)**: IMAP poll (stdlib imaplib, env `IMAP_HOST/PORT/USER/PASS`, flag `EMAIL_WATCH_ENABLED` default false) every 15 min via scheduler. New messages matched to applications by contact domain/company; cheap-LLM classify into `interview_invite | rejection | question | noise`. Result stored as `suggestion` rows; user confirms card moves (state transitions stay user-gated per ADR-0001, no auto-move in v1.1).
 2. **Notifications**: `NotificationChannel` interface; v1.1 implementations: `LogChannel` (default), `WebhookChannel` (generic POST to user URL, documented Hermes-webhook example). Triggers: daily digest (07:30), interview-invite suggestion. Payload: text + data JSON.
 3. **Agency duplicate detection**: deterministic similarity (packages/matching with rapidfuzz: normalized employer name match OR token_set_ratio(title)>=85 AND token_set_ratio(description)>=80 -> same cluster). No LLM. `cluster_id` groups postings; API surfaces alternates ("same role via 3 agencies").
 4. **CV tailoring per posting**: strong-class task `cv_tailor` -> tailored CV variant JSON (reordered skills, rephrased bullets toward posting keywords, unchanged facts — hallucination guard: only reorder/rephrase existing content, never invent). Stored as artifact(kind=cv) variant linked to application. ATS keyword report: deterministic keyword coverage (tokenizer intersection, no LLM).
 5. **Deadline radar**: cheap extraction task `deadline_extract` during scoring; nullable `apply_by date` on job_posting (migration 004); /today adds `deadlines` strip (next 7 days).
 ## Rules kept
 - Approval gate untouched; email watch is read-only.
 - Zero-config still works: everything above degrades to mock/log/no-op.
 - No paid-provider fallback for cheap classes.
 ## v1.1 delivery shape
 Wave A (parallel, no shared files):
 - WA1 apps/api: email watch + notifications + suggestion endpoints (owns main.py/schemas.py/migrations this wave)
 - WA2 packages/matching (new) + packages/llm-gateway (mock additions only)
 Wave B (after merge):
 - WB1 apps/api: dedupe integration + cv-tailor + deadline endpoints (owns main.py etc.)
 - WB2 apps/web: v1.1 UI (suggestions inbox strip, cluster alternates, tailor button + variant viewer, deadlines strip, notification settings stub)
--- a/docs/api-contract-v2.md
+++ b/docs/api-contract-v2.md
@ -1,199 +0,0 @@
 # API contract v2 (v1.0 additions)
 Base: `/api`. JSON everywhere. Errors as `{error: {code, message}}` with proper HTTP status.
 This file documents the **new** endpoints added on top of `docs/api-contract.md` (POC).
 All existing POC endpoints remain unchanged.
 ## CV Import
 ### `POST /cv/import`
 Extract text from an uploaded file and generate draft CV sections via the LLM gateway (cheap class).
 Does NOT write to `cv_section` -- returns drafts for user review.
 Request body:
 ```json
 {
  "filename": "my_cv.pdf",
  "content_base64": "JVBERi0xLjQK..."
 }
 ```
 Response 200:
 ```json
 {
  "drafts": [
    {
      "kind": "experience",
      "title": "Software Engineer",
      "org": "TechCorp",
      "location": "Malmo",
      "start_date": "2022-01",
      "end_date": null,
      "bullets": ["Built feature X", "Improved performance by 20%"],
      "tags": ["python", "fastapi"]
    }
  ]
 }
 ```
 Errors:
 - 422 `{error: {code: "empty_file", message: "..."}}` when the file is empty or contains no extractable text.
 - 422 `{error: {code: "unsupported_format", message: "..."}}` when the file type is not recognized.
 ### `POST /cv/import/confirm`
 Create `cv_section` rows from the drafts returned by `/cv/import`.
 Request body:
 ```json
 {
  "drafts": [
    {
      "kind": "experience",
      "title": "Software Engineer",
      "org": "TechCorp",
      "bullets": ["Built feature X"],
      "tags": ["python"]
    }
  ]
 }
 ```
 Response 201:
 ```json
 {
  "created": 3,
  "sections": [/* CvSectionOut[] */]
 }
 ```
 ## Postings Fetch (Arbetsformedlingen connector)
 ### `POST /postings/fetch`
 Fetch job postings from the Arbetsformedlingen connector, create `job_posting` + `application(discovered)` for new postings, skip duplicates.
 Request body:
 ```json
 {
  "query": "python developer",
  "region": "Skane lan"
 }
 ```
 Response 200:
 ```json
 {
  "new": 12,
  "dupes": 3
 }
 ```
 Errors:
 - 503 `{error: {code: "connectors_disabled", message: "Connectors are not enabled. Set CONNECTORS_ENABLED=true to enable."}}` when `CONNECTORS_ENABLED=false`.
 ## Batch Scoring
 ### `POST /scoring/batch`
 Score multiple applications in one call (cheap class). Each response includes `red_flags` (scam/shield checks).
 Request body:
 ```json
 {
  "application_ids": ["uuid1", "uuid2"]
 }
 ```
 Response 200:
 ```json
 {
  "results": [
    {
      "application_id": "uuid1",
      "score": 72,
      "rationale": {"match": 0.72, "factors": {"skills": 0.8}},
      "red_flags": ["unpaid trial period mentioned"]
    }
  ]
 }
 ```
 ## Today Digest
 ### `GET /today`
 Returns the daily digest: ranked postings, follow-up nudges, and pending approval count.
 Response 200:
 ```json
 {
  "digest": [
    {
      "application_id": "uuid",
      "title": "Backend Developer",
      "company": "TechCorp",
      "score": 85
    }
  ],
  "nudges": [
    {
      "application_id": "uuid",
      "days_since_sent": 9,
      "suggestion": "Consider sending a follow-up email asking about the status of your application."
    }
  ],
  "pending_approvals": 2
 }
 ```
 Nudge SQL: `state = 'sent' AND days_since(last_activity_at) > follow_up_after_days AND (follow_up_snoozed_until IS NULL OR follow_up_snoozed_until < today)`.
 ## Interview Prep
 ### `POST /applications/{id}/interview-prep`
 Generate interview prep Q&A (strong LLM class), stored as an artifact of kind `other`.
 Sets `interview_prep_artifact_id` on the application.
 Response 200:
 ```json
 {
  "artifact_id": "uuid",
  "content": "# Interview Prep\n\n## Q1: ..."
 }
 ```
 Mock mode returns deterministic 10-question Q&A markdown.
 ## Concierge / Demo Seed
 ### `POST /concierge/seed-demo`
 Idempotent: seeds a demo profile ('Demo Demosson') with Swedish characters (a,a,o), 6 realistic Skane postings, varied application states (one scored high, one sent 8 days ago for nudge demo). Calling twice does not duplicate data.
 Response 200:
 ```json
 {
  "profile": "Demo Demosson",
  "postings": 6,
  "applications": 6,
  "sections": 4
 }
 ```
 ## SMTP Transport (no new endpoint)
 The outbox `POST /outbox/send` now selects transport at call time:
 1. If `SMTP_HOST` is set: `SmtpTransport` (ssl on port 465, starttls otherwise, auth with `SMTP_USER`/`SMTP_PASS`, from `SMTP_FROM`).
 2. Else: `ClipboardTransport` (marks sent + stores payload for UI copy/paste).
 The approval gate checks (confirmed, unexpired, hash match) are UNCHANGED.
 ## Scheduler (no new endpoint)
 APScheduler `AsyncIOScheduler` starts during app lifespan when `SCHEDULER_ENABLED=true` (default false).
 Runs a daily job at 07:00 that fetches postings and batch-scores pending applications.
--- a/docs/user-guide.md
+++ b/docs/user-guide.md
@ -1,148 +0,0 @@
 # User Guide
 A practical guide for getting started with Jobhunt Platform. Written for first-time users who want to land a job quickly.
 ## Installation
 ### Prerequisites
 - Docker and Docker Compose installed on your machine
 - Node.js 22 (for the web frontend, only needed if running the dev server on the host)
 ### Quick start
 1. Clone the repository and enter the project directory.
 2. Copy the environment template: `cp .env.example .env`
 3. Start the database and run the API tests:
 ```bash
 docker compose run --rm api-test
 ```
 4. Start the API server:
 ```bash
 docker rm -f jobhunt-api 2>/dev/null
 docker compose run -d --name jobhunt-api \
  --entrypoint "uvicorn app.main:app --host 0.0.0.0 --port 8000" api-test
 ```
 5. In a separate terminal, start the web frontend:
 ```bash
 cd apps/web
 npm install
 VITE_API_BASE=http://localhost:8000/api npm run dev
 ```
 6. Open the web app in your browser (typically http://localhost:5173).
 You do NOT need any LLM API keys. The system runs in mock mode by default, which produces deterministic outputs. Add a key to `.env` only when you want real AI responses.
 ## First run: the onboarding wizard
 When you open the app for the first time, the onboarding wizard appears at `/welcome`. It has four steps:
 1. **Welcome** - a short introduction to the platform.
 2. **Import CV** - upload a PDF, DOCX, or plain text file of your existing CV. The system extracts sections (experience, education, skills, projects) for you to review. You can edit them before confirming. If you do not have a CV file handy, you can skip this step and add sections manually later in the CV tab.
 3. **Fetch Postings** - search for job postings from the Arbetsformedlingen connector. Enter a search query (for example "python developer") and optionally a region. New postings are added to your applications as "discovered". You can skip this step too.
 4. **Done** - you are ready to go. Click "Go to Today" to see your dashboard.
 ## The Today page
 The Today page (`/today`) is your daily dashboard. It shows three things:
 - **Top Matches** - ranked job postings scored against your profile. Click a card to open the application detail page.
 - **Follow-up Nudges** - applications you sent more than 7 days ago with no reply. Each nudge includes a suggested follow-up message. Click "Copy follow-up draft" to copy the text to your clipboard, then paste it into your email client.
 - **Pending Approvals** - a count of outgoing actions (emails, submissions) waiting for your confirmation.
 At the bottom of the Today page, the **Cost Summary** shows total tokens used (input and output) and the total cost if pricing is configured. This helps you track your LLM spending.
 ## CV editor
 The CV tab lets you manage your profile and CV sections. You can:
 - Edit your name, email, phone, location, headline, and summary.
 - Add, edit, and delete sections (experience, education, skills, projects, other).
 - Use AI Assist to get suggestions for improving bullet points.
 - Render your CV to a PDF for download.
 ## Research
 The Research tab has two ways to find job postings:
 1. **Fetch from Arbetsformedlingen** - enter a search query and optional region to pull postings from the official Swedish public employment service. New postings are created automatically.
 2. **Add by URL** - paste any job posting URL to add it manually.
 The postings table includes a **Scam** column. If the scoring system detects red flags (such as unpaid trial periods or requests for personal financial data), a warning symbol appears with a tooltip listing the specific concerns.
 Click "Score" on any posting to run the scoring rubric against your profile. The score appears as a green badge.
 ## Applications (kanban)
 The Applications tab shows all your job applications as cards on a kanban board, organized by state:
 - discovered, scored, approved, drafting, sent, interviewing, offer, closed, rejected, expired
 You can drag cards between columns to change their state. The board enforces valid transitions (some moves are not allowed and will be rejected).
 Two visual indicators appear on cards:
 - **Red flag badge** (warning symbol) - the scoring system detected potential scam or fraud indicators. Hover over the symbol to see the specific red flags.
 - **Nudge dot** (orange dot) - this application has a follow-up nudge, meaning you sent it more than 7 days ago without a reply. Visit the Today page for the suggested follow-up message.
 ## Application detail
 Click any application card to open its detail page. Here you can:
 - View the posting information, current state, and score.
 - **Interview Prep** - click "Open Interview Prep" to generate likely interview questions with suggested answers based on your profile and the job posting. The content is saved as an artifact. You can edit the text and save a new version, or regenerate it.
 - View all artifacts (cover letters, CVs, interview prep, etc.).
 - Write and save a cover letter. The system provides an AI critique with severity-tagged suggestions.
 - Request approval, confirm it, and send. The approval gate ensures nothing is sent without your explicit confirmation. The system verifies the artifact hash before sending.
 ## Costs
 Every LLM call (scoring, extraction, critique, interview prep) is tracked. The Cost Summary on the Today page shows:
 - Total tokens consumed (input and output)
 - Total cost (if pricing is configured)
 - Number of task runs
 This transparency helps you make informed decisions about when to use AI features, especially if you are counting kronor.
 ## Tips
 - Run without API keys first to explore the platform with mock data. Use `POST /concierge/seed-demo` (via curl or the API) to populate demo data instantly.
 - Check the Today page daily for new nudges and digest items.
 - Always review AI-generated content before sending. The system assists you, but you are the decision maker.
 - Use the scam/red-flag indicators to avoid suspicious postings.
 ## v1.1: email radar, dedupe, tailor CV
 Three new features help you move faster without missing anything.
 ### Email radar on the Today page
 The Today page now has two extra strips above the digest:
 - **Deadlines This Week** shows upcoming application deadlines as cards. Cards turn red when the deadline is within two days. Click a card to jump to the application.
 - **Inbox Insights** lists classified email suggestions (interview invite, rejection, question, noise) pulled from your inbox monitoring. Each card has Accept and Dismiss buttons. Accepted suggestions stay on file; dismissed ones disappear. A **Recent Notifications** mini-log at the bottom shows the last five system events so you can see what happened recently.
 ### Dedupe in Research
 The Research table now groups duplicate postings by cluster. When the same role appears through multiple agencies or sources, the cluster header shows "also via N more." Click the header to expand the alternates list and see all sources side by side with their scores. This saves you from applying to the same job three times.
 ### Tailor CV
 On any application detail page, click **Tailor My CV** to generate a CV variant tuned to that specific posting. The panel shows:
 - A keyword coverage bar indicating how well your CV matches the posting description.
 - A change log listing every modification (reordered sections, rephrased bullets). No facts are invented; only rephrased and reordered.
 - A download link for the tailored CV as a PDF.
 The tailored CV appears in the artifacts list for that application, ready to use in the approval and send flow.
 ### Cost breakdown by provider
 The Cost Summary on the Today page now includes a per-model breakdown table showing tokens in, tokens out, cost, and run count for each LLM model used. This helps you compare spending across providers at a glance.
--- a/docs/worker-tasks/v11-wave-a.md
+++ b/docs/worker-tasks/v11-wave-a.md
@ -1,55 +0,0 @@
 # v1.1 worker dispatch cards
 Global v1 rules still binding (see v1-tasks.md header): own paths only, uv, no ORM, no em dashes, mock-first, approval gate untouched, DinD test pattern `docker compose run --rm api-test`, `COPY dir ./dir` not `COPY dir dest`, commit early and often on your own branch, never discard files you did not create (no git clean/reset --hard/checkout --).
 ## WA1: apps/api — email watch + notifications + suggestions
 Paths: apps/api/** only (this wave you OWN apps/api; WA2 never touches it).
 Migration `003_email_notify.sql`:
 ```sql
 CREATE TABLE IF NOT EXISTS email_suggestion (
  id uuid PRIMARY KEY DEFAULT gen_random_uuid(),
  application_id uuid REFERENCES application(id) ON DELETE SET NULL,
  mailbox_from text NOT NULL,
  subject text NOT NULL,
  snippet text NOT NULL,
  classification text NOT NULL CHECK (classification IN ('interview_invite','rejection','question','noise')),
  state_proposal text,             -- e.g. 'interviewing', null = no move suggested
  status text NOT NULL DEFAULT 'pending' CHECK (status IN ('pending','accepted','dismissed')),
  received_at timestamptz NOT NULL,
  created_at timestamptz DEFAULT now()
 );
 CREATE TABLE IF NOT EXISTS notification_log (
  id uuid PRIMARY KEY DEFAULT gen_random_uuid(),
  channel text NOT NULL,
  kind text NOT NULL,              -- 'daily_digest' | 'email_suggestion'
  payload jsonb NOT NULL,
  delivered boolean NOT NULL,
  error text,
  created_at timestamptz DEFAULT now()
 );
 ```
 Deliverables:
 - `app/imap_watch.py`: stdlib imaplib client (SSL, env IMAP_HOST/PORT/USER/PASS; disabled unless EMAIL_WATCH_ENABLED=true). Fetch UNSEEN since last poll; match sender domain + subject/body keywords to open applications (status in sent/interviewing) via repo query (company name in subject/body, or sender domain in posting URL raw); cheap-class llm task `email_classify` -> {classification, state_proposal?, reason}; insert email_suggestion rows, skip noise↔noise spam dedupe (same from+subject+day -> skip). Tests use a FakeImap (no network).
 - `app/notify.py`: NotificationChannel protocol; LogChannel (writes notification_log delivered=true); WebhookChannel (env NOTIFY_WEBHOOK_URL, httpx POST {kind,text,data}, 2xx=delivered else error row). `send_notification(kind,text,data)` used by scheduler + email watch.
 - Scheduler additions: imap poll job every 15 min (only when enabled); daily digest 07:30 -> /today payload text.
 - Endpoints: `GET /suggestions` (pending), `POST /suggestions/{id}/accept` (applies state_proposal via normal guarded transition path; apply last_activity), `POST /suggestions/{id}/dismiss`, `GET /notifications/log` (last 50).
 - Mock additions NOT your job (WA2 adds email_classify mock to llm-gateway); your code calls gateway task `email_classify` defensively (mock mode must work; ship a fallback inline mock dict in app/llm.py like existing tasks so tests pass even before WA2 lands).
 - Tests (+ target 25): imap matching logic, classifier->row, noise dedupe, accept applies transition through guard, webhook success/failure rows, digest payload shape.
 - Run `docker compose run --rm api-test`, keep suite green (previous 90 + yours).
 ## WA2: packages/matching + llm-gateway mocks
 Paths: `packages/matching/**` (new), `packages/llm-gateway/src/llm_gateway/mock.py` + its test file ONLY.
 - packages/matching:
  - `similarity.py`: normalize (lowercase, strip agency suffixes like AB/Consulting... keep conservative), `title_score(a,b)` rapidfuzz token_set_ratio, `employer_match(a,b)` normalized equality, `desc_score(a,b)` token_set_ratio on first 2000 chars.
  - `dedupe.py`: `cluster(postings: list[dict]) -> map[cluster_id, list[id]]` with rule: same employer OR (title>=85 AND desc>=80). Deterministic, sorted cluster ids c1..cN by max score desc.
  - `keywords.py`: `extract_keywords(text, top_n=30)` (freq, drop swedish+english stopwords, keep tech multiwords like "fast api"->fastapi ok simple), `coverage(cv_text, posting_text) -> {matched, missing, ratio}`.
  - pyproject (uv/hatchling), README, pytest suite (>=20 tests incl. agency repost fixture pairs: invent 3 realistic triples, one of them being legit-different jobs at same agency that must NOT cluster).
 - llm-gateway mock additions: deterministic outputs for `email_classify` (interview_invite w/ state_proposal interviewing), `cv_tailor` (reordered sections + change_log list), `deadline_extract` ({apply_by: null or ISO date}); register in task->class map (email_classify+deadline_extract = CHEAP, cv_tailor = STRONG); extend tests (+6).
 - uv venv per package, pytest green, branch feat/WA2-matching, push.
 # (Wave B cards get dispatched after Wave A merges — see ADR-0003)
--- a/docs/worker-tasks/v11-wave-b.md
+++ b/docs/worker-tasks/v11-wave-b.md
@ -1,36 +0,0 @@
 # v1.1 worker dispatch — wave B
 Global v1 rules binding (see v1-tasks.md header). Wave A is merged into master: packages/matching exists (cluster(), keywords coverage()), llm-gateway has mocks for cv_tailor (STRONG) + deadline_extract (CHEAP) + email_classify, api has email_suggestion + notification_log tables and /suggestions + /notifications/log endpoints (125 api tests green).
 ## WB1: apps/api — dedupe + tailor + deadline integration
 Paths: apps/api/** ONLY (you own apps/api this wave).
 Migration `004_dedupe_deadline.sql`:
 ```sql
 ALTER TABLE job_posting ADD COLUMN IF NOT EXISTS cluster_id text;
 ALTER TABLE job_posting ADD COLUMN IF NOT EXISTS apply_by date;
 ```
 Deliverables:
 - Cluster assignment: on job_posting creation (manual POST /postings AND /postings/fetch), run packages/matching cluster() over the new posting + all existing postings (small N, fine at v1 scale); persist cluster_id; new clusters only when no match (cluster() output may re-group - reconcile: prefer stability, assign new posting into existing cluster_id when rule matches, else fresh id).
 - Read: `GET /postings` gains `cluster_id`; new `GET /clusters` -> [{cluster_id, postings: [{id, title, company, source, url, score}]}] sorted by best score desc; UI uses this for "same role via 3 agencies".
 - Tailor CV: `POST /applications/{id}/tailor-cv` -> gateway task cv_tailor (STRONG) with prompt = profile + sections + posting description; validate output schema {sections, change_log[]}; hallucination guard check: every tailored bullet must map to a source bullet id from input (reject + 502 on unmapped bullet); store artifact kind='cv' origin='ai_drafted' + render PDF via packages/artifacts (bytes -> hash -> storage); return {artifact_id, change_log, keyword_coverage: coverage(cv_text, posting.description)}.
 - Deadline: scoring endpoints (single + batch) additionally run deadline_extract (CHEAP) and persist apply_by when non-null; /today adds `deadlines: [{application_id, title, company, apply_by}]` for apply_by within next 7 days.
 - Dockerfile.test: add `-e /app/packages/matching` install.
 - Tests (+ >= 20): cluster assignment on create, cluster stability across re-imports, clusters endpoint shape, tailor-cv happy path + hallucination rejection (fabricate mock returning bullet without source id -> 502), keyword coverage numbers vs fixture, deadline persisted + /today deadlines filter window.
 - `docker compose run --rm api-test` all green (125 + yours). Branch feat/WB1-dedupe-tailor, commit incrementally, push.
 ## WB2: apps/web — v1.1 UI
 Paths: apps/web/** + docs/user-guide.md (edit allowed, append section) ONLY.
 Backend per docs/api-contract-v2.md + wave A/B adds: /suggestions (accept/dismiss), /notifications/log, /clusters, tailor-cv, /today.deadlines. Mock these in tests like before.
 - Today view: new "Deadlines this week" strip (cards with company/title/date, red when <=2 days) from GET /today.deadlines; "Inbox insights" strip listing pending email_suggestion rows (from/subject/snippet/classification chip) with Accept/Dismiss buttons -> POST endpoints, then refresh; notifications mini-log (last 5) optional.
 - Research/Postings: group rows by cluster; cluster rows show "also via N more" expandable alternates list (GET /clusters).
 - Application detail: "Tailor CV for this job" button -> POST tailor-cv -> panel showing change_log bullets + keyword coverage bar + link to download artifact; variant appears in artifacts list.
 - CostDisplay: add totals by provider (group /telemetry/tasks client-side).
 - Vitest: +4 tests (deadlines strip render, suggestions accept flow, cluster alternates render, tailor panel render from fixture). Keep all existing green. npm run build + npm test green.
 - docs/user-guide.md: append "v1.1: email radar, dedupe, tailor CV" short section (plain language, no em dashes).
 - Branch feat/WB2-web-v11, commit incrementally, push.
--- a/packages/llm-gateway/src/llm_gateway/config.py
+++ b/packages/llm-gateway/src/llm_gateway/config.py
@ -30,12 +30,9 @@ TASK_CLASS_MAP: dict[str, TaskClass] = {
    "score": TaskClass.CHEAP,
    "extract": TaskClass.CHEAP,
    "cv_assist": TaskClass.CHEAP,
    "email_classify": TaskClass.CHEAP,
    "deadline_extract": TaskClass.CHEAP,
    "cl_critique": TaskClass.STRONG,
    "critique": TaskClass.STRONG,
    "research": TaskClass.STRONG,
    "cv_tailor": TaskClass.STRONG,
 }
 # Default budgets (max output tokens) per task name.
@ -43,12 +40,9 @@ DEFAULT_BUDGETS: dict[str, int] = {
    "score": 2000,
    "extract": 4000,
    "cv_assist": 2000,
    "email_classify": 1000,
    "deadline_extract": 500,
    "cl_critique": 4000,
    "critique": 6000,
    "research": 4000,
    "cv_tailor": 6000,
 }
--- a/packages/llm-gateway/src/llm_gateway/mock.py
+++ b/packages/llm-gateway/src/llm_gateway/mock.py
@ -59,41 +59,6 @@ MOCK_OUTPUTS: dict[str, dict] = {
        "summary": "The company is a mid-size tech firm focused on cloud infrastructure.",
        "key_points": ["Founded in 2015", "Series B funding", "Remote-first culture"],
    },
    "email_classify": {
        "classification": "interview_invite",
        "state_proposal": "interviewing",
        "reason": "The email contains an invitation to schedule an interview.",
    },
    "cv_tailor": {
        "tailored_cv": {
            "summary": "Senior Python Developer with 6+ years building scalable backend systems.",
            "skills": [
                "Python",
                "Fast API",
                "PostgreSQL",
                "Docker",
                "Kubernetes",
                "AWS",
            ],
            "experience": [
                {
                    "company": "TechCorp",
                    "role": "Senior Backend Engineer",
                    "bullets": [
                        "Led migration of monolith to microservices using Fast API",
                        "Reduced API latency by 40% through query optimization and caching",
                    ],
                },
            ],
        },
        "change_log": [
            {"action": "reordered", "detail": "Moved Python and Fast API to top of skills"},
            {"action": "rephrased", "detail": "Rewrote first experience bullet to emphasize Fast API"},
        ],
    },
    "deadline_extract": {
        "apply_by": None,
    },
 }
 # Default mock output for unknown task names.
--- a/packages/llm-gateway/tests/test_gateway.py
+++ b/packages/llm-gateway/tests/test_gateway.py
@ -270,11 +270,8 @@ class TestGatewayConfig:
        assert config.get_task_class("score") == TaskClass.CHEAP
        assert config.get_task_class("extract") == TaskClass.CHEAP
        assert config.get_task_class("cv_assist") == TaskClass.CHEAP
        assert config.get_task_class("email_classify") == TaskClass.CHEAP
        assert config.get_task_class("deadline_extract") == TaskClass.CHEAP
        assert config.get_task_class("critique") == TaskClass.STRONG
        assert config.get_task_class("cl_critique") == TaskClass.STRONG
        assert config.get_task_class("cv_tailor") == TaskClass.STRONG
    def test_get_model_routing(self) -> None:
        config = mock_config(cheap_model="cheap-model", strong_model="strong-model")
--- a/packages/llm-gateway/tests/test_mock_v11.py
+++ b/packages/llm-gateway/tests/test_mock_v11.py
@ -1,125 +0,0 @@
 """Tests for new v1.1 mock tasks: email_classify, cv_tailor, deadline_extract."""
 from __future__ import annotations
 import pytest
 from llm_gateway.config import GatewayConfig, ProviderConfig, TaskClass
 from llm_gateway.gateway import Gateway
 from llm_gateway.mock import get_mock_output, MOCK_OUTPUTS
 def mock_config(**overrides) -> GatewayConfig:
    """Build a config in mock mode (no API key)."""
    primary = ProviderConfig(
        name="primary",
        base_url="https://mock.example.com/v1",
        api_key="",
        model="glm-5.2",
    )
    defaults = {
        "primary": primary,
        "fallback": None,
        "cheap_model": "glm-5.2",
        "strong_model": "glm-5.2",
        "budgets": {
            "score": 2000,
            "extract": 4000,
            "email_classify": 1000,
            "deadline_extract": 500,
            "cv_tailor": 6000,
            "default": 4000,
        },
        "max_retries": 2,
    }
    defaults.update(overrides)
    return GatewayConfig(**defaults)
 class TestEmailClassifyMock:
    async def test_email_classify_returns_deterministic(self) -> None:
        """email_classify mock returns interview_invite classification."""
        config = mock_config()
        gw = Gateway(config)
        result_a = await gw.run_task("email_classify", "Email from recruiter")
        result_b = await gw.run_task("email_classify", "Email from recruiter")
        assert result_a == result_b
        assert result_a["classification"] == "interview_invite"
        assert result_a["state_proposal"] == "interviewing"
        assert "reason" in result_a
        await gw.aclose()
    async def test_email_classify_is_cheap(self) -> None:
        """email_classify should be classified as CHEAP."""
        config = mock_config()
        assert config.get_task_class("email_classify") == TaskClass.CHEAP
        assert config.get_model("email_classify") == config.cheap_model
    def test_email_classify_in_mock_outputs(self) -> None:
        """email_classify should be in MOCK_OUTPUTS."""
        assert "email_classify" in MOCK_OUTPUTS
        output = get_mock_output("email_classify")
        assert output["classification"] == "interview_invite"
        assert output["state_proposal"] == "interviewing"
 class TestCvTailorMock:
    async def test_cv_tailor_returns_deterministic(self) -> None:
        """cv_tailor mock returns tailored CV with change_log."""
        config = mock_config()
        gw = Gateway(config)
        result_a = await gw.run_task("cv_tailor", "Tailor CV for posting")
        result_b = await gw.run_task("cv_tailor", "Tailor CV for posting")
        assert result_a == result_b
        assert "tailored_cv" in result_a
        assert "change_log" in result_a
        assert isinstance(result_a["change_log"], list)
        assert len(result_a["change_log"]) >= 1
        # Check change_log entries have action and detail.
        for entry in result_a["change_log"]:
            assert "action" in entry
            assert "detail" in entry
        await gw.aclose()
    async def test_cv_tailor_is_strong(self) -> None:
        """cv_tailor should be classified as STRONG."""
        config = mock_config()
        assert config.get_task_class("cv_tailor") == TaskClass.STRONG
        assert config.get_model("cv_tailor") == config.strong_model
    def test_cv_tailor_in_mock_outputs(self) -> None:
        """cv_tailor should be in MOCK_OUTPUTS."""
        assert "cv_tailor" in MOCK_OUTPUTS
        output = get_mock_output("cv_tailor")
        assert "tailored_cv" in output
        assert "change_log" in output
        # Check it has skills and experience.
        assert "skills" in output["tailored_cv"]
        assert "experience" in output["tailored_cv"]
 class TestDeadlineExtractMock:
    async def test_deadline_extract_returns_deterministic(self) -> None:
        """deadline_extract mock returns apply_by (null by default)."""
        config = mock_config()
        gw = Gateway(config)
        result_a = await gw.run_task("deadline_extract", "Extract deadline")
        result_b = await gw.run_task("deadline_extract", "Extract deadline")
        assert result_a == result_b
        assert "apply_by" in result_a
        # Default mock has null deadline.
        assert result_a["apply_by"] is None
        await gw.aclose()
    async def test_deadline_extract_is_cheap(self) -> None:
        """deadline_extract should be classified as CHEAP."""
        config = mock_config()
        assert config.get_task_class("deadline_extract") == TaskClass.CHEAP
        assert config.get_model("deadline_extract") == config.cheap_model
    def test_deadline_extract_in_mock_outputs(self) -> None:
        """deadline_extract should be in MOCK_OUTPUTS."""
        assert "deadline_extract" in MOCK_OUTPUTS
        output = get_mock_output("deadline_extract")
        assert "apply_by" in output
        assert output["apply_by"] is None
--- a/packages/matching/README.md
+++ b/packages/matching/README.md
@ -1,40 +0,0 @@
 # packages/matching
 Job posting similarity, dedupe clustering, and keyword coverage for the
 jobhunt-platform v1.1 agency duplicate detection feature (ADR-0003).
 ## Modules
 ### similarity.py
 - `normalize_employer(name)` -- lowercase, strip agency/legal suffixes (AB, Consulting, etc.), remove punctuation.
 - `title_score(a, b)` -- rapidfuzz token_set_ratio on job titles (0-100).
 - `employer_match(a, b)` -- True if normalized employer names are equal.
 - `desc_score(a, b, max_chars=2000)` -- token_set_ratio on first 2000 chars of descriptions.
 ### dedupe.py
 - `cluster(postings: list[dict]) -> dict[str, list[str]]` -- group postings into duplicate clusters.
 Clustering rule (per ADR-0003):
 - Same employer (normalized) **OR**
 - Title similarity >= 85 **AND** description similarity >= 80
 Uses union-find for transitive grouping.  Clusters are sorted by descending
 max pairwise score (`c1` = tightest cluster).
 ### keywords.py
 - `extract_keywords(text, top_n=30)` -- frequency-based keyword extraction with Swedish + English stopword removal.
 - `coverage(cv_text, posting_text)` -- computes keyword coverage of a CV against a job posting.
 Multiword tech terms like "fast api" are collapsed to "fastapi" so they survive as single keywords.
 ## Installation (uv)
 ```bash
 cd packages/matching
 uv venv && source .venv/bin/activate
 uv pip install -e ".[dev]"
 pytest
 ```
 ## License
 MIT
--- a/packages/matching/pyproject.toml
+++ b/packages/matching/pyproject.toml
@ -1,26 +0,0 @@
 [project]
 name = "matching"
 version = "0.1.0"
 description = "Job posting similarity, dedupe clustering, and keyword coverage for agency duplicate detection."
 requires-python = ">=3.13"
 dependencies = [
    "rapidfuzz>=3.6",
 ]
 [project.optional-dependencies]
 dev = [
    "pytest>=8.0",
    "pytest-asyncio>=0.24",
 ]
 [build-system]
 requires = ["hatchling"]
 build-backend = "hatchling.build"
 [tool.hatch.build.targets.wheel]
 packages = ["src/matching"]
 [tool.pytest.ini_options]
 testpaths = ["tests"]
 pythonpath = ["src"]
 asyncio_mode = "auto"
--- a/packages/matching/src/matching/init.py
+++ b/packages/matching/src/matching/init.py
@ -1,28 +0,0 @@
 """Job posting matching package.
 Provides:
 - similarity: normalized text comparison (employer match, title/desc scores)
 - dedupe: cluster postings into duplicate groups
 - keywords: keyword extraction and CV-vs-posting coverage
 """
 from __future__ import annotations
 from matching.similarity import (
    normalize_employer,
    title_score,
    employer_match,
    desc_score,
 )
 from matching.dedupe import cluster
 from matching.keywords import extract_keywords, coverage
 __all__ = [
    "normalize_employer",
    "title_score",
    "employer_match",
    "desc_score",
    "cluster",
    "extract_keywords",
    "coverage",
 ]
--- a/packages/matching/src/matching/dedupe.py
+++ b/packages/matching/src/matching/dedupe.py
@ -1,136 +0,0 @@
 """Duplicate clustering for job postings.
 Groups postings into clusters that are likely the same underlying job:
    - Same employer (normalized) OR
    - Title similarity >= 85 AND description similarity >= 80
 Output: ``cluster(postings) -> dict[str, list[str]]`` where keys are
 cluster IDs (``"c1"``, ``"c2"``, ...) sorted by descending max pairwise
 score within the cluster, and values are lists of posting ``id`` strings.
 """
 from __future__ import annotations
 from matching.similarity import employer_match, title_score, desc_score
 # Thresholds per ADR-0003.
 TITLE_THRESHOLD = 85.0
 DESC_THRESHOLD = 80.0
 def _post_id(p: dict) -> str:
    """Extract the id from a posting dict, falling back to str(index)."""
    pid = p.get("id")
    if pid is not None:
        return str(pid)
    raise ValueError("posting dict must have an 'id' key")
 def _are_duplicates(a: dict, b: dict) -> bool:
    """Return True if two postings should be in the same cluster.
    Two paths to a match (per ADR-0003 with task-card clarification for
    the legit-different-jobs-same-agency negative case):
    1. Same employer (normalized) AND some content overlap
       (title >= 85 OR desc >= 80).
       This catches agency reposts of the same job while avoiding
       clustering different jobs that happen to come from the same agency.
    2. Different employer but high title AND desc similarity
       (title >= 85 AND desc >= 80).
       This catches cross-agency reposts of the same job.
    """
    ts = title_score(a.get("title", ""), b.get("title", ""))
    ds = desc_score(a.get("description", ""), b.get("description", ""))
    same_employer = employer_match(a.get("employer", ""), b.get("employer", ""))
    if same_employer:
        # Same employer + at least one content dimension similar.
        return ts >= TITLE_THRESHOLD or ds >= DESC_THRESHOLD
    # Different employer: need both title AND desc to be similar.
    return ts >= TITLE_THRESHOLD and ds >= DESC_THRESHOLD
 def _pair_score(a: dict, b: dict) -> float:
    """Compute a similarity score between two postings for sorting clusters."""
    ts = title_score(a.get("title", ""), b.get("title", ""))
    ds = desc_score(a.get("description", ""), b.get("description", ""))
    same_employer = employer_match(a.get("employer", ""), b.get("employer", ""))
    if same_employer:
        # Employer match: weight title more for tie-breaking.
        return 100.0 + ts
    return (ts + ds) / 2.0
 def cluster(postings: list[dict]) -> dict[str, list[str]]:
    """Cluster job postings into duplicate groups.
    Uses union-find so transitive duplicates (A~B, B~C => A~C) are grouped
    together.
    Args:
        postings: list of dicts with keys ``id``, ``employer``, ``title``,
            ``description``.
    Returns:
        Dict mapping cluster_id (``"c1"``, ``"c2"``, ...) to a list of
        posting id strings.  Clusters are sorted by descending max pairwise
        score so the tightest cluster gets ``c1``.
    """
    n = len(postings)
    if n == 0:
        return {}
    ids = [_post_id(p) for p in postings]
    # Union-find (disjoint set).
    parent: list[int] = list(range(n))
    def find(x: int) -> int:
        while parent[x] != x:
            parent[x] = parent[parent[x]]
            x = parent[x]
        return x
    def union(a: int, b: int) -> None:
        ra, rb = find(a), find(b)
        if ra != rb:
            parent[ra] = rb
    # O(n^2) pairwise comparison.
    for i in range(n):
        for j in range(i + 1, n):
            if _are_duplicates(postings[i], postings[j]):
                union(i, j)
    # Collect groups.
    groups: dict[int, list[int]] = {}
    for i in range(n):
        root = find(i)
        groups.setdefault(root, []).append(i)
    # Compute max pairwise score per group for sorting.
    group_scores: list[tuple[float, list[int]]] = []
    for indices in groups.values():
        if len(indices) < 2:
            max_sc = 0.0
        else:
            max_sc = 0.0
            for i in range(len(indices)):
                for j in range(i + 1, len(indices)):
                    sc = _pair_score(postings[indices[i]], postings[indices[j]])
                    if sc > max_sc:
                        max_sc = sc
        group_scores.append((max_sc, indices))
    # Sort by descending score; ties broken by first index (stable).
    group_scores.sort(key=lambda t: (-t[0], t[1][0]))
    # Assign cluster IDs.
    result: dict[str, list[str]] = {}
    for idx, (_, indices) in enumerate(group_scores, start=1):
        result[f"c{idx}"] = [ids[i] for i in indices]
    return result
--- a/packages/matching/src/matching/keywords.py
+++ b/packages/matching/src/matching/keywords.py
@ -1,162 +0,0 @@
 """Keyword extraction and coverage analysis.
 Deterministic, no LLM.  Uses frequency-based keyword extraction with
 Swedish and English stopword filtering, and a token-intersection
 coverage report between a CV and a job posting.
 """
 from __future__ import annotations
 import re
 from collections import Counter
 # ---------------------------------------------------------------------------
 # Stopwords (Swedish + English).  Conservative lists.
 # ---------------------------------------------------------------------------
 _SWEDISH_STOPWORDS: frozenset[str] = frozenset({
    "och", "eller", "som", "att", "den", "det", "de", "vi", "ni", "du",
    "han", "hon", "den", "en", "ett", "ar", "har", "var", "var", "inte",
    "med", "for", "fran", "till", "pa", "av", "i", "och", "men", "sa",
    "när", "då", "hur", "alla", "nagon", "nagot", "alla", "manga", "mycket",
    "skall", "ska", "kan", "kommer", "blir", "vore", "vill", "borde",
    "efter", "under", "over", "bAKom", "inom", "mellan", "genom", "utan",
    "mot", "ut", "fran", "frams", "igår", "idag", "imorgon",
 })
 _ENGLISH_STOPWORDS: frozenset[str] = frozenset({
    "a", "an", "the", "and", "or", "but", "in", "on", "at", "to", "for",
    "of", "with", "by", "from", "is", "are", "was", "were", "be", "been",
    "being", "have", "has", "had", "do", "does", "did", "will", "would",
    "should", "could", "may", "might", "must", "can", "this", "that",
    "these", "those", "i", "you", "he", "she", "it", "we", "they", "me",
    "him", "her", "us", "them", "my", "your", "his", "its", "our", "their",
    "what", "which", "who", "whom", "where", "when", "why", "how", "all",
    "each", "every", "both", "few", "more", "most", "other", "some", "such",
    "no", "nor", "not", "only", "own", "same", "so", "than", "too", "very",
    "as", "if", "about", "against", "between", "into", "through", "during",
    "before", "after", "above", "below", "up", "down", "out", "off",
    "over", "under", "again", "further", "then", "once", "here", "there",
    "also", "etc", "e.g", "i.e", "eg", "ie",
 })
 _STOPWORDS: frozenset[str] = _SWEDISH_STOPWORDS | _ENGLISH_STOPWORDS
 # Tech-relevant multiword patterns: we keep them as single tokens.
 # e.g. "fast api" -> "fastapi" so it survives as a keyword.
 _MULTWORD_TECH: list[tuple[str, str]] = [
    (r"fast\s+api", "fastapi"),
    (r"machine\s+learning", "machine-learning"),
    (r"deep\s+learning", "deep-learning"),
    (r"natural\s+language\s+processing", "nlp"),
    (r"continuous\s+integration", "ci"),
    (r"continuous\s+deployment", "cd"),
    (r"kubernetes", "kubernetes"),
    (r"react\s+native", "react-native"),
    (r"node\s+js", "nodejs"),
    (r"node\.js", "nodejs"),
    (r"aws", "aws"),
    (r"gcp", "gcp"),
    (r"ci/cd", "ci-cd"),
 ]
 # Minimum token length for keywords.
 _MIN_TOKEN_LEN = 2
 # Tokenizer: split on non-alphanumeric.
 _TOKEN_RE = re.compile(r"[a-z0-9+#.\-/]+")
 def _preprocess_multiwords(text: str) -> str:
    """Replace known multiword tech terms with single tokens."""
    result = text.lower()
    for pattern, replacement in _MULTWORD_TECH:
        result = re.sub(pattern, replacement, result, flags=re.IGNORECASE)
    return result
 def _tokenize(text: str) -> list[str]:
    """Tokenize text into lowercased tokens."""
    text = _preprocess_multiwords(text)
    raw_tokens = _TOKEN_RE.findall(text.lower())
    tokens: list[str] = []
    for t in raw_tokens:
        t = t.strip(".-/")
        if not t:
            continue
        if t in _STOPWORDS:
            continue
        if len(t) < _MIN_TOKEN_LEN:
            continue
        # Skip pure numbers (unless they look like versions).
        if t.isdigit() and len(t) > 4:
            continue
        tokens.append(t)
    return tokens
 def extract_keywords(text: str, top_n: int = 30) -> list[str]:
    """Extract the top *top_n* keywords from *text* by frequency.
    Keywords are lowercased tokens.  Stopwords (Swedish + English) are
    removed.  Multiword tech terms like "fast api" are collapsed to
    "fastapi".
    Args:
        text: the text to analyze.
        top_n: maximum number of keywords to return.
    Returns:
        List of keyword strings, most frequent first.  Ties are broken
        alphabetically for determinism.
    """
    if not text:
        return []
    tokens = _tokenize(text)
    if not tokens:
        return []
    counts: Counter[str] = Counter(tokens)
    # Sort by count desc, then alphabetically for deterministic order.
    ranked = sorted(counts.items(), key=lambda kv: (-kv[1], kv[0]))
    return [word for word, _ in ranked[:top_n]]
 def coverage(cv_text: str, posting_text: str) -> dict[str, list[str] | float]:
    """Compute keyword coverage of a CV against a job posting.
    Extracts keywords from *posting_text*, extracts keywords from
    *cv_text*, and reports which posting keywords are matched in the
    CV, which are missing, and the coverage ratio.
    Args:
        cv_text: the candidate's CV text.
        posting_text: the job posting text.
    Returns:
        Dict with keys:
            - ``matched``: list of posting keywords found in CV.
            - ``missing``: list of posting keywords NOT found in CV.
            - ``ratio``: float (matched / total), 0.0 if no keywords.
    """
    posting_kw = extract_keywords(posting_text, top_n=30)
    if not posting_kw:
        return {"matched": [], "missing": [], "ratio": 0.0}
    cv_kw_set: set[str] = set(extract_keywords(cv_text, top_n=200))
    matched: list[str] = []
    missing: list[str] = []
    for kw in posting_kw:
        if kw in cv_kw_set:
            matched.append(kw)
        else:
            missing.append(kw)
    total = len(posting_kw)
    ratio = len(matched) / total if total > 0 else 0.0
    return {
        "matched": matched,
        "missing": missing,
        "ratio": ratio,
    }
--- a/packages/matching/src/matching/similarity.py
+++ b/packages/matching/src/matching/similarity.py
@ -1,113 +0,0 @@
 """Similarity helpers for job postings.
 Uses rapidfuzz for fuzzy string matching.  All functions are deterministic.
 """
 from __future__ import annotations
 import re
 from rapidfuzz import fuzz
 # ---------------------------------------------------------------------------
 # Agency-suffix / noise words to strip from employer names.
 # Conservative list: only legal-form suffixes and common consulting words.
 # ---------------------------------------------------------------------------
 _AGENCY_SUFFIXES: list[str] = [
    # Swedish legal forms
    "ab",
    "aktiebolag",
    "hb",
    "kb",
    "ekonomisk forening",
    # English legal forms
    "inc",
    "corp",
    "corporation",
    "ltd",
    "limited",
    "llc",
    "gmbh",
    "ag",
    "sas",
    "sarl",
    # Consulting / staffing suffixes (agency hints)
    "consulting",
    "consultancy",
    "consult",
    "recruitment",
    "staffing",
    "solutions",
    "services",
    "group",
    "partners",
 ]
 # Pre-compile regex for trailing suffix removal.
 _SUFFIX_RE = re.compile(
    r"\s+(" + "|".join(re.escape(s) for s in _AGENCY_SUFFIXES) + r")\.?\s*$",
    flags=re.IGNORECASE,
 )
 # Characters to collapse: punctuation -> space, then multi-space -> single.
 _PUNCT_RE = re.compile(r"[^\w\s]")
 _WS_RE = re.compile(r"\s+")
 def normalize_employer(name: str) -> str:
    """Normalize an employer/company name for comparison.
    Steps:
        1. lowercase
        2. strip trailing agency/legal suffixes (ab, consulting, etc.)
        3. remove punctuation
        4. collapse whitespace
    Examples:
        >>> normalize_employer("Acme Consulting AB")
        'acme'
        >>> normalize_employer("Acme AB")
        'acme'
        >>> normalize_employer("  Globex Corp. ")
        'globex'
    """
    if not name:
        return ""
    s = name.strip().lower()
    # Strip trailing suffix (may need multiple passes for "Consulting AB").
    for _ in range(3):
        new = _SUFFIX_RE.sub("", s)
        if new == s:
            break
        s = new
    # Remove punctuation.
    s = _PUNCT_RE.sub(" ", s)
    s = _WS_RE.sub(" ", s).strip()
    return s
 def title_score(a: str, b: str) -> float:
    """Token-set ratio score for two job titles (0-100).
    Uses rapidfuzz ``fuzz.token_set_ratio`` which is order-independent
    and handles subsets well.
    """
    if not a or not b:
        return 0.0
    return float(fuzz.token_set_ratio(a, b))
 def employer_match(a: str, b: str) -> bool:
    """True if two employer names normalize to the same string."""
    return normalize_employer(a) == normalize_employer(b) and normalize_employer(a) != ""
 def desc_score(a: str, b: str, *, max_chars: int = 2000) -> float:
    """Token-set ratio for job descriptions, comparing first *max_chars* chars.
    Truncating avoids very long descriptions dominating the score and
    keeps computation fast.
    """
    if not a or not b:
        return 0.0
    return float(fuzz.token_set_ratio(a[:max_chars], b[:max_chars]))
--- a/packages/matching/tests/conftest.py
+++ b/packages/matching/tests/conftest.py
@ -1,184 +0,0 @@
 """Shared fixtures for matching tests.
 Provides agency-repost fixture triples and a legit-different-jobs-same-agency
 negative case.
 """
 from __future__ import annotations
 import pytest
 # ---------------------------------------------------------------------------
 # Agency-repost fixture triples.
 # Three realistic scenarios where agencies repost the same job.
 # Each triple is a list of 3 posting dicts that should all cluster together.
 # ---------------------------------------------------------------------------
 # Triple 1: Same role, two agencies + direct employer posting.
 # All three have the same title and nearly identical description, but
 # different employer names (the two agencies vs the actual company).
 TRIPLE_1_AGENCY_REPOST = [
    {
        "id": "t1-a",
        "employer": "TechCorp AB",
        "title": "Senior Python Developer",
        "description": (
            "We are looking for a Senior Python Developer to join our backend team. "
            "You will work with Fast API, PostgreSQL, and Docker in a cloud-native "
            "environment. 5+ years of Python experience required. "
            "Experience with AWS and Kubernetes is a plus."
        ),
    },
    {
        "id": "t1-b",
        "employer": "Nordic IT Consulting AB",
        "title": "Senior Python Developer",
        "description": (
            "We are looking for a Senior Python Developer to join our backend team. "
            "You will work with Fast API, PostgreSQL, and Docker in a cloud-native "
            "environment. 5+ years of Python experience required. "
            "Experience with AWS and Kubernetes is a plus."
        ),
    },
    {
        "id": "t1-c",
        "employer": "Acme Recruitment Group",
        "title": "Senior Python Developer",
        "description": (
            "We are looking for a Senior Python Developer to join our backend team. "
            "You will work with Fast API, PostgreSQL, and Docker in a cloud-native "
            "environment. 5+ years of Python experience required. "
            "Experience with AWS and Kubernetes is a plus."
        ),
    },
 ]
 # Triple 2: Same role reposted by same agency with minor wording variations.
 TRIPLE_2_SAME_AGENCY_REPOST = [
    {
        "id": "t2-a",
        "employer": "Stockholm Tech Staffing AB",
        "title": "Fullstack Engineer",
        "description": (
            "Fullstack Engineer wanted for a fintech startup in Stockholm. "
            "Tech stack: React, TypeScript, Node.js, PostgreSQL. "
            "You will build customer-facing features and internal tools. "
            "Must have experience with CI/CD pipelines."
        ),
    },
    {
        "id": "t2-b",
        "employer": "Stockholm Tech Staffing AB",
        "title": "Fullstack Engineer",
        "description": (
            "Fullstack Engineer wanted for a fintech startup in Stockholm. "
            "Tech stack: React, TypeScript, Node.js, PostgreSQL. "
            "You will build customer-facing features and internal tools. "
            "Must have experience with CI/CD pipelines."
        ),
    },
    {
        "id": "t2-c",
        "employer": "Stockholm Tech Staffing",
        "title": "Fullstack Engineer",
        "description": (
            "Fullstack Engineer wanted for a fintech startup in Stockholm. "
            "Tech stack: React, TypeScript, Node.js, PostgreSQL. "
            "You will build customer-facing features and internal tools. "
            "Must have experience with CI/CD pipelines."
        ),
    },
 ]
 # Triple 3: Same role, slightly different title but same description body.
 # Different employers (agencies), high title + desc similarity.
 TRIPLE_3_CROSS_AGENCY = [
    {
        "id": "t3-a",
        "employer": "Data Recruiting Solutions",
        "title": "Data Engineer",
        "description": (
            "We seek a Data Engineer to build and maintain ETL pipelines using "
            "Python, Airflow, dbt, and Snowflake. You will design data models, "
            "optimize queries, and ensure data quality. Experience with "
            "distributed systems and Spark is required."
        ),
    },
    {
        "id": "t3-b",
        "employer": "Cloud Talent Partners",
        "title": "Data Engineer",
        "description": (
            "We seek a Data Engineer to build and maintain ETL pipelines using "
            "Python, Airflow, dbt, and Snowflake. You will design data models, "
            "optimize queries, and ensure data quality. Experience with "
            "distributed systems and Spark is required."
        ),
    },
    {
        "id": "t3-c",
        "employer": "Analytics Staffing Ltd",
        "title": "Data Engineer",
        "description": (
            "We seek a Data Engineer to build and maintain ETL pipelines using "
            "Python, Airflow, dbt, and Snowflake. You will design data models, "
            "optimize queries, and ensure data quality. Experience with "
            "distributed systems and Spark is required."
        ),
    },
 ]
 # ---------------------------------------------------------------------------
 # NEGATIVE case: legit different jobs at same agency -- must NOT cluster.
 # Same agency employer but different titles and different descriptions.
 # ---------------------------------------------------------------------------
 NEGATIVE_DIFFERENT_JOBS_SAME_AGENCY = [
    {
        "id": "neg-a",
        "employer": "Nordic IT Consulting AB",
        "title": "Frontend Developer",
        "description": (
            "We are looking for a Frontend Developer with expertise in React "
            "and TypeScript. You will build responsive web applications and "
            "work closely with our design team. Experience with CSS-in-JS and "
            "accessibility standards is required."
        ),
    },
    {
        "id": "neg-b",
        "employer": "Nordic IT Consulting AB",
        "title": "DevOps Engineer",
        "description": (
            "We need a DevOps Engineer to manage our Kubernetes clusters and "
            "CI/CD pipelines. You will work with Terraform, ArgoCD, and "
            "Prometheus monitoring. Strong Linux and networking background "
            "is required. AWS certification is a plus."
        ),
    },
 ]
@pytest.fixture
 def triple1():
    """Agency repost triple 1: same role, two agencies + employer."""
    return [dict(p) for p in TRIPLE_1_AGENCY_REPOST]
@pytest.fixture
 def triple2():
    """Agency repost triple 2: same agency reposts same job."""
    return [dict(p) for p in TRIPLE_2_SAME_AGENCY_REPOST]
@pytest.fixture
 def triple3():
    """Agency repost triple 3: cross-agency same role same description."""
    return [dict(p) for p in TRIPLE_3_CROSS_AGENCY]
@pytest.fixture
 def negative_same_agency():
    """Negative case: different jobs at same agency, must NOT cluster."""
    return [dict(p) for p in NEGATIVE_DIFFERENT_JOBS_SAME_AGENCY]
--- a/packages/matching/tests/test_dedupe.py
+++ b/packages/matching/tests/test_dedupe.py
@ -1,168 +0,0 @@
 """Tests for dedupe clustering."""
 from __future__ import annotations
 from matching.dedupe import cluster
 class TestClusterBasic:
    def test_empty_list(self):
        assert cluster([]) == {}
    def test_single_posting(self):
        result = cluster([
            {"id": "a", "employer": "Acme AB", "title": "Dev", "description": "x"}
        ])
        assert len(result) == 1
        assert "c1" in result
        assert result["c1"] == ["a"]
    def test_no_duplicates_separate_clusters(self):
        postings = [
            {"id": "a", "employer": "Acme AB", "title": "Python Dev", "description": "Python backend"},
            {"id": "b", "employer": "Globex AB", "title": "React Dev", "description": "React frontend"},
            {"id": "c", "employer": "Foo Ltd", "title": "Data Scientist", "description": "ML pipelines"},
        ]
        result = cluster(postings)
        # Each posting in its own cluster.
        total_ids = sum(len(v) for v in result.values())
        assert total_ids == 3
        # All cluster values are singletons.
        for ids in result.values():
            assert len(ids) == 1
 class TestClusterEmployerMatch:
    def test_same_employer_clusters(self):
        """Same employer name (normalized) with similar content should cluster."""
        postings = [
            {"id": "a", "employer": "Acme AB", "title": "Python Developer", "description": "Python backend development"},
            {"id": "b", "employer": "Acme AB", "title": "Python Developer", "description": "Python backend development senior"},
        ]
        result = cluster(postings)
        # Same employer + similar title -> same cluster.
        assert len(result) == 1
        assert set(result["c1"]) == {"a", "b"}
    def test_same_employer_different_content_no_cluster(self):
        """Same employer but completely different titles/descriptions should NOT cluster."""
        postings = [
            {"id": "a", "employer": "Acme AB", "title": "Python Developer", "description": "We need a Python developer for backend work."},
            {"id": "b", "employer": "Acme AB", "title": "Chef", "description": "Looking for a head chef for our restaurant kitchen."},
        ]
        result = cluster(postings)
        # Same employer but different jobs -> no cluster.
        assert all(len(v) == 1 for v in result.values())
    def test_employer_suffix_variations_cluster(self):
        """Acme AB and Acme should cluster (normalized match)."""
        postings = [
            {"id": "a", "employer": "Acme AB", "title": "Dev", "description": "x"},
            {"id": "b", "employer": "Acme", "title": "Dev", "description": "y"},
        ]
        result = cluster(postings)
        assert len(result) == 1
        assert set(result["c1"]) == {"a", "b"}
 class TestClusterTitleDescMatch:
    def test_title_desc_high_enough(self):
        """Different employers but title >= 85 and desc >= 80 -> cluster."""
        desc = (
            "We are looking for a Senior Python Developer to join our backend "
            "team. You will work with Fast API, PostgreSQL, and Docker."
        )
        postings = [
            {"id": "a", "employer": "Agency One AB", "title": "Senior Python Developer", "description": desc},
            {"id": "b", "employer": "Agency Two AB", "title": "Senior Python Developer", "description": desc},
        ]
        result = cluster(postings)
        assert len(result) == 1
        assert set(result["c1"]) == {"a", "b"}
    def test_title_high_desc_low_no_cluster(self):
        """Title similar but desc too different -> no cluster."""
        postings = [
            {"id": "a", "employer": "Agency A", "title": "Python Developer", "description": "We need a Python developer for backend work with Django."},
            {"id": "b", "employer": "Agency B", "title": "Python Developer", "description": "Looking for someone to teach Python to high school students."},
        ]
        result = cluster(postings)
        # Should NOT cluster (different employers, low desc score).
        assert len(result) == 2 or all(len(v) == 1 for v in result.values())
 class TestClusterTransitive:
    def test_transitive_clustering(self):
        """If A~B and B~C then A~C should be in same cluster."""
        # A and B same employer + similar title, B and C same employer + similar title.
        postings = [
            {"id": "a", "employer": "Acme AB", "title": "Python Developer", "description": "Python backend development"},
            {"id": "b", "employer": "Acme AB", "title": "Python Developer", "description": "Python backend development senior"},
            {"id": "c", "employer": "Acme AB", "title": "Python Developer", "description": "Python backend development lead"},
        ]
        result = cluster(postings)
        assert len(result) == 1
        assert set(result["c1"]) == {"a", "b", "c"}
 class TestClusterSorting:
    def test_cluster_ids_sorted_by_score(self):
        """Cluster with higher pairwise score should get c1."""
        # Tight cluster: identical titles and descriptions (different employers).
        tight_desc = "Python backend developer with Fast API and PostgreSQL and Docker and AWS and Kubernetes."
        # Looser cluster: different employers, high title but lower desc similarity.
        loose_desc_1 = "Python data engineering and pipelines with ETL tools."
        loose_desc_2 = "Python data engineering and ETL work with Airflow."
        postings = [
            # tight cluster (different employers, high title+desc)
            {"id": "t1", "employer": "Agency A", "title": "Python Developer", "description": tight_desc},
            {"id": "t2", "employer": "Agency B", "title": "Python Developer", "description": tight_desc},
            # loose cluster (different employers, high title but lower desc)
            {"id": "l1", "employer": "Agency C", "title": "Python Developer", "description": loose_desc_1},
            {"id": "l2", "employer": "Agency D", "title": "Python Developer", "description": loose_desc_2},
        ]
        result = cluster(postings)
        # Both clusters should exist.
        all_ids = set()
        for ids in result.values():
            all_ids.update(ids)
        assert all_ids == {"t1", "t2", "l1", "l2"}
        # c1 should be the tight cluster (higher score: title+desc both 100).
        assert set(result["c1"]) == {"t1", "t2"}
 class TestAgencyRepostTriples:
    """Test the 3 agency-repost fixture triples."""
    def test_triple1_all_cluster(self, triple1):
        """Triple 1: 3 postings of same role via different employers cluster."""
        result = cluster(triple1)
        assert len(result) == 1
        assert set(result["c1"]) == {"t1-a", "t1-b", "t1-c"}
    def test_triple2_all_cluster(self, triple2):
        """Triple 2: same agency reposts same job (suffix variations)."""
        result = cluster(triple2)
        assert len(result) == 1
        assert set(result["c1"]) == {"t2-a", "t2-b", "t2-c"}
    def test_triple3_all_cluster(self, triple3):
        """Triple 3: cross-agency same role same description."""
        result = cluster(triple3)
        assert len(result) == 1
        assert set(result["c1"]) == {"t3-a", "t3-b", "t3-c"}
 class TestNegativeSameAgencyDifferentJobs:
    """Negative case: different jobs at same agency must NOT cluster."""
    def test_different_jobs_same_agency_no_cluster(self, negative_same_agency):
        """Different jobs at same agency must NOT cluster.
        Same employer but completely different titles and descriptions.
        Per the clustering rule, same employer alone is not sufficient;
        some content overlap (title >= 85 OR desc >= 80) is also required.
        """
        result = cluster(negative_same_agency)
        all_singletons = all(len(v) == 1 for v in result.values())
        assert all_singletons, "Different jobs at same agency should not cluster"
--- a/packages/matching/tests/test_keywords.py
+++ b/packages/matching/tests/test_keywords.py
@ -1,152 +0,0 @@
 """Tests for keyword extraction and coverage."""
 from __future__ import annotations
 from matching.keywords import extract_keywords, coverage
 class TestExtractKeywords:
    def test_basic_extraction(self):
        text = "Python developer with Fast API experience and PostgreSQL database skills."
        kws = extract_keywords(text)
        assert "python" in kws
        assert "fastapi" in kws
        assert "postgresql" in kws
    def test_stopwords_removed(self):
        text = "We are looking for a developer with experience in Python."
        kws = extract_keywords(text)
        assert "we" not in kws
        assert "are" not in kws
        assert "for" not in kws
        assert "a" not in kws
        assert "in" not in kws
        assert "python" in kws
        assert "developer" in kws
    def test_swedish_stopwords_removed(self):
        text = "Vi letar efter en Python utvecklare med erfarenhet av Docker."
        kws = extract_keywords(text)
        assert "vi" not in kws
        assert "en" not in kws
        assert "av" not in kws
        assert "python" in kws
        assert "docker" in kws
    def test_top_n_limit(self):
        text = "python python python docker docker docker kubernetes kubernetes kubernetes react react react"
        kws = extract_keywords(text, top_n=2)
        assert len(kws) == 2
    def test_empty_text(self):
        assert extract_keywords("") == []
    def test_whitespace_only(self):
        assert extract_keywords("   ") == []
    def test_multiword_fastapi(self):
        text = "Experience with fast api framework for building REST APIs."
        kws = extract_keywords(text)
        assert "fastapi" in kws
    def test_multiword_machine_learning(self):
        text = "machine learning models for predictive analytics."
        kws = extract_keywords(text)
        assert "machine-learning" in kws
    def test_frequency_ordering(self):
        text = "python python python docker docker kubernetes"
        kws = extract_keywords(text, top_n=3)
        assert kws[0] == "python"
        assert kws[1] == "docker"
        assert kws[2] == "kubernetes"
    def test_deterministic_tie_breaking(self):
        """Ties in frequency should be broken alphabetically."""
        text = "docker kubernetes"
        kws = extract_keywords(text)
        # Both have frequency 1, so alphabetical: docker < kubernetes
        assert kws[0] == "docker"
        assert kws[1] == "kubernetes"
    def test_min_token_length(self):
        text = "x y z aa bb cc developer"
        kws = extract_keywords(text)
        assert "x" not in kws
        assert "y" not in kws
        assert "z" not in kws
        assert "developer" in kws
    def test_tech_terms_preserved(self):
        text = "Node.js and React Native for mobile development."
        kws = extract_keywords(text)
        assert "nodejs" in kws
        assert "react-native" in kws
 class TestCoverage:
    def test_full_coverage(self):
        cv = "Python developer with Fast API PostgreSQL Docker AWS Kubernetes"
        posting = "Python developer with Fast API PostgreSQL Docker AWS Kubernetes"
        result = coverage(cv, posting)
        assert result["ratio"] == 1.0
        assert len(result["missing"]) == 0
    def test_partial_coverage(self):
        cv = "Python developer with PostgreSQL and Docker experience"
        posting = "Python developer with Fast API PostgreSQL Docker AWS Kubernetes React"
        result = coverage(cv, posting)
        assert 0.0 < result["ratio"] < 1.0
        assert "python" in result["matched"]
        assert "postgresql" in result["matched"]
        assert "docker" in result["matched"]
        assert "fastapi" in result["missing"]
        assert "kubernetes" in result["missing"]
    def test_zero_coverage(self):
        cv = "Chef with experience in French cuisine and menu planning"
        posting = "Python developer with Fast API PostgreSQL Docker"
        result = coverage(cv, posting)
        assert result["ratio"] == 0.0
        assert len(result["matched"]) == 0
        assert len(result["missing"]) > 0
    def test_empty_posting(self):
        result = coverage("Python developer", "")
        assert result == {"matched": [], "missing": [], "ratio": 0.0}
    def test_empty_cv(self):
        result = coverage("", "Python developer with Docker")
        assert result["ratio"] == 0.0
        assert len(result["matched"]) == 0
        assert len(result["missing"]) > 0
    def test_both_empty(self):
        result = coverage("", "")
        assert result == {"matched": [], "missing": [], "ratio": 0.0}
    def test_ratio_calculation(self):
        cv = "python docker postgresql"
        posting = "python docker postgresql kubernetes"
        result = coverage(cv, posting)
        # 3 of 4 matched (approx, depends on stopword filtering).
        assert result["ratio"] > 0.5
        assert result["ratio"] <= 1.0
    def test_matched_and_missing_lists(self):
        cv = "python docker"
        posting = "python docker kubernetes react"
        result = coverage(cv, posting)
        assert "python" in result["matched"]
        assert "docker" in result["matched"]
        assert "kubernetes" in result["missing"]
        assert "react" in result["missing"]
    def test_coverage_returns_dict_keys(self):
        result = coverage("python", "python docker")
        assert "matched" in result
        assert "missing" in result
        assert "ratio" in result
        assert isinstance(result["matched"], list)
        assert isinstance(result["missing"], list)
        assert isinstance(result["ratio"], float)
--- a/packages/matching/tests/test_similarity.py
+++ b/packages/matching/tests/test_similarity.py
@ -1,126 +0,0 @@
 """Tests for similarity helpers."""
 from __future__ import annotations
 from matching.similarity import (
    normalize_employer,
    title_score,
    employer_match,
    desc_score,
 )
 class TestNormalizeEmployer:
    def test_simple_lowercase(self):
        assert normalize_employer("Acme") == "acme"
    def test_strips_swedish_ab(self):
        assert normalize_employer("Acme AB") == "acme"
    def test_strips_aktiebolag(self):
        assert normalize_employer("Acme Aktiebolag") == "acme"
    def test_strips_consulting_suffix(self):
        assert normalize_employer("Nordic IT Consulting AB") == "nordic it"
    def test_strips_corp_suffix(self):
        assert normalize_employer("Globex Corp.") == "globex"
    def test_strips_ltd_suffix(self):
        assert normalize_employer("Foo Ltd") == "foo"
    def test_strips_recruitment_suffix(self):
        assert normalize_employer("Acme Recruitment Group") == "acme"
    def test_strips_multiple_suffixes(self):
        # "Consulting AB" should strip both "AB" then "Consulting"
        assert normalize_employer("Nordic Consulting AB") == "nordic"
    def test_removes_punctuation(self):
        assert normalize_employer("Acme, Inc.") == "acme"
    def test_empty_string(self):
        assert normalize_employer("") == ""
    def test_whitespace_only(self):
        assert normalize_employer("   ") == ""
    def test_preserves_core_name_with_special_chars(self):
        result = normalize_employer("Café Nu AB")
        assert "café" in result or "cafe" in result
    def test_dots_in_name_preserved(self):
        # Punctuation (except & which gets stripped) is removed; H&M -> h m
        result = normalize_employer("H&M AB")
        assert result == "h m"
 class TestTitleScore:
    def test_identical_titles(self):
        assert title_score("Senior Python Developer", "Senior Python Developer") == 100.0
    def test_similar_titles_high_score(self):
        score = title_score("Python Developer", "Senior Python Developer")
        assert score >= 85.0
    def test_different_titles_low_score(self):
        score = title_score("Python Developer", "Frontend Designer")
        assert score < 50.0
    def test_empty_title(self):
        assert title_score("", "Something") == 0.0
    def test_both_empty(self):
        assert title_score("", "") == 0.0
    def test_order_independent(self):
        # token_set_ratio is order-independent
        a = "Senior Python Developer"
        b = "Developer Python Senior"
        assert title_score(a, b) == 100.0
 class TestEmployerMatch:
    def test_same_name_matches(self):
        assert employer_match("Acme AB", "Acme AB") is True
    def test_suffix_variation_matches(self):
        assert employer_match("Acme AB", "Acme") is True
    def test_different_employers_no_match(self):
        assert employer_match("Acme AB", "Globex AB") is False
    def test_consulting_variations_match(self):
        assert employer_match("Nordic IT Consulting AB", "Nordic IT") is True
    def test_empty_no_match(self):
        assert employer_match("", "") is False
    def test_one_empty_no_match(self):
        assert employer_match("Acme", "") is False
 class TestDescScore:
    def test_identical_descriptions(self):
        desc = "We are looking for a Python developer with 5 years experience."
        assert desc_score(desc, desc) == 100.0
    def test_similar_descriptions_high(self):
        a = "We are looking for a Python developer with 5 years experience."
        b = "We are looking for a Python developer with 5 years experience in web."
        assert desc_score(a, b) >= 80.0
    def test_different_descriptions_low(self):
        a = "We need a frontend developer skilled in React and CSS."
        b = "Looking for a data scientist with Python and SQL expertise."
        assert desc_score(a, b) < 50.0
    def test_empty_desc(self):
        assert desc_score("", "something") == 0.0
    def test_truncation(self):
        # Test that truncation to max_chars works.
        long_a = "Python " * 1000
        long_b = "Python " * 1000
        score = desc_score(long_a, long_b, max_chars=100)
        assert score == 100.0
--- a/scripts/Dockerfile.shots
+++ b/scripts/Dockerfile.shots
@ -1,5 +0,0 @@
 FROM mcr.microsoft.com/playwright/python:v1.55.0-jammy
 WORKDIR /shots
 RUN pip install --no-cache-dir playwright==1.55.0
 COPY scripts/screenshots.py ./
 CMD ["python", "screenshots.py"]
--- a/scripts/screenshots.py
+++ b/scripts/screenshots.py
@ -1,84 +0,0 @@
 """Screenshot runner: drives the seed demo UI and saves PNGs to /out.
 Runs inside the compose network; browser resolves 'web' and 'api' directly.
 """
 import json
 import sys
 import time
 import urllib.request
 from playwright.sync_api import sync_playwright
 BASE = "http://web"
 API = "http://api:8000/api"
 OUT = "/out"
 def api(method, path, body=None):
    req = urllib.request.Request(
        API + path,
        data=json.dumps(body).encode() if body else None,
        method=method,
        headers={"Content-Type": "application/json"},
    )
    with urllib.request.urlopen(req, timeout=30) as r:
        return json.loads(r.read())
 def main():
    # Idempotent: ensures full demo dataset exists
    seed = api("POST", "/concierge/seed-demo")
    print("seed:", json.dumps(seed)[:200])
    apps = api("GET", "/applications")
    interview = next((a for a in apps if a["state"] == "interviewing"), apps[0])
    detail_id = interview["id"]
    print("detail id:", detail_id)
    shots = [
        ("welcome", "/", {}),          # first-run wizard may redirect away; force below
        ("welcome", "/welcome", {}),
        ("today", "/today", {}),
        ("cv", "/cv", {}),
        ("research", "/research", {}),
        ("applications", "/applications", {}),
        ("detail", f"/applications/{detail_id}", {}),
    ]
    with sync_playwright() as p:
        browser = p.chromium.launch(args=["--disable-dev-shm-usage"])
        page = browser.new_page(viewport={"width": 1440, "height": 900},
                                device_scale_factor=2)
        for name, path, _opts in shots[1:]:  # skip the "/" duplicate
            try:
                page.goto(BASE + path, wait_until="networkidle", timeout=30000)
                page.wait_for_timeout(1200)
                # close possible wizard redirect back
                if name != "welcome" and page.url.endswith("/welcome"):
                    page.goto(BASE + path, wait_until="networkidle", timeout=30000)
                    page.wait_for_timeout(800)
                page.screenshot(path=f"{OUT}/{name}.png")
                print("shot:", name, "<-", page.url)
            except Exception as e:
                print("FAILED:", name, type(e).__name__, str(e)[:150])
        # Interaction shot: open the Tailor CV panel on an approved application
        approved = next((a for a in apps if a["state"] in ("approved", "interviewing")), apps[0])
        try:
            page.goto(f"{BASE}/applications/{approved['id']}", wait_until="networkidle", timeout=30000)
            page.wait_for_timeout(1000)
            btn = page.locator('[data-testid="tailor-cv-btn"]')
            btn.click(timeout=8000)
            page.wait_for_selector('[data-testid="tailor-panel"]', timeout=20000)
            page.wait_for_timeout(800)
            page.screenshot(path=f"{OUT}/detail-tailor.png")
            print("shot: detail-tailor")
        except Exception as e:
            print("FAILED: detail-tailor", type(e).__name__, str(e)[:150])
        browser.close()
    print("DONE")
 if __name__ == "__main__":
    sys.exit(main())