jobtrackingapp/docs/jobbjakt-next-session.md

Jobbjakt next session handoff

Last updated: 2026-03-23

What was completed today

• Added attachment-aware AI context selection across job AI tabs.
• Added attachment metadata:
  • purpose
  • AI inclusion toggle
• Added overview strategy snapshot in job details.
• Added AI draft variants for:
  • cover letters
  • recruiter messages
• Added route-level lazy loading/code splitting.
• Added CV section rewrite + replace flow.
• Added CV structure parsing UI and backend parsing endpoint.
• Added persisted structured CV section JSON on user profiles.
• Updated job-tailoring prompts to include structured CV sections.
• Added frontend tests for:
  • attachments metadata controls
  • job details generated drafts
  • profile page CV structure parsing/persistence
• Added tmp/ to .gitignore to protect local/private test files.
• Used local file tmp/test-data/my-cv.pdf only for a lightweight private sanity check.

Deployment / CI fixes made

• Added profile-page.test.tsx to frontend CI test command.
• Hardened remote deploy shell with set -euo pipefail in workflow.
• Improved deploy/deploy.sh to:
  • retry Docker build after cleanup if layer extraction fails
  • prune builder/cache on retry
  • rebuild ai-service with --no-cache on retry
  • verify both backend and ai-service are running after deploy
  • remove old legacy app-summarizer-1 container if present

Important production issue observed

Remote deploy failed with Docker layer extraction error during ai-service image export:

• unpigz: corrupted -- crc32 mismatch

Most likely host-side Docker/cache/storage issue, not app code. Mitigation has been added in deploy script, but if it happens again check:

• available disk space on host
• Docker storage driver health
• /var/lib/docker filesystem integrity
• BuildKit cache corruption
• whether Docker daemon needs restart

Outstanding product/code items

Highest priority

1. Expand structured CV data from JSON persistence into richer first-class usage:
   • explicit section chooser in tailoring UI
   • section-weighted tailored CV generation
   • section-specific missing-keyword analysis
2. Add more tests:
   • profile CV rebuild/improve endpoints
   • attachment AI filtering defaults
   • strategy snapshot regeneration
   • structured CV influence on tailoring prompts (backend tests if practical)
3. Final UX polish pass on:
   • Profile CV tools
   • Job details AI tabs
   • Attachments table metadata controls

Medium priority

4. Dashboard polish toward requested SaaS references.
5. System/admin page clarity pass.
6. Translation consistency review across EN + NB.
7. Audit username/full-name/email autofill consistency.

Lower priority

8. Internal Summarizer* → AiService* naming cleanup.
9. Broader performance review after latest UI additions.

Suggested next implementation order

1. Add structured CV section influence visibility in UI:
   • show which sections are being used for tailoring
   • allow picking preferred sections for a job package
2. Add tests for attachment AI defaults + profile persistence edge cases
3. Final UX polish pass on profile/job details/attachments
4. Dashboard + system polish

Files most relevant next time

• JobTrackerApi/Controllers/JobApplicationsController.cs
• JobTrackerApi/Controllers/ProfileCvController.cs
• JobTrackerApi/Controllers/AuthController.cs
• Models/ApplicationUser.cs
• Models/Attachments.cs
• JobTrackerApi/Program.cs
• job-tracker-ui/src/pages/ProfilePage.tsx
• job-tracker-ui/src/components/JobDetailsDialog.tsx
• job-tracker-ui/src/components/Attachments.tsx
• job-tracker-ui/src/profile-page.test.tsx
• job-tracker-ui/src/attachments.test.tsx
• job-tracker-ui/src/job-details-generated-drafts.test.tsx
• .gitea/workflows/ci-deploy.yml
• deploy/deploy.sh

Local private test asset

• tmp/test-data/my-cv.pdf
• Do not commit it.