2026-07-07 · Commit Journal

Summary

The day split across job-desc, fittrack, and cloud, with the heaviest work turning FitTrack's AI chat into a workout-data Q&A flow backed by new eval baselines and follow-up query fixes. Total changes: 38 unique files touched, +10906/-66 across 8 unique commits.

Content Signals

Strong: Shipping AI chat features with an eval baseline and immediate bug-fix follow-through is a strong story about making LLM product work measurable instead of vibes-based. Rationale: The FitTrack arc includes a new data-answering capability, a documented Gemini baseline, and two targeted fixes to query and fixture filtering, which makes the iteration path concrete and defensible.
Medium: Cleaning up handoff docs after live infra verification is a good example of updating team context to match reality. Rationale: The cloud work was small in file count but high in operational value because it corrected a stale blocker narrative after GCP was already proven, fixed, and torn down successfully.
Medium: Job-search material updates show a repeatable application-ops workflow rather than one-off resume editing. Rationale: The day combined applied artifacts, renamed resume assets, fresh company notes, and an expanded accomplishment index, which is useful material for talking about maintaining reusable job-search systems.

job-desc

Job-desc focused on application operations: recording a City of New York submission, cleaning up resume filenames, and expanding reusable resume context plus company-specific notes.

Repo changes: 10 unique files touched, +305/-0 across 3 unique commits.

512bfdf3d95f docs: city of new york applied
- Time: 5:10 PM
- Branches:
  - main
- Changes: 1 files, +0/-0
- Files:
  - job-descriptions/2026-06-23-city-of-new-york/andy-yu-resume-applied.docx added (+0/-0)
6fb91d05ff3c chore rename resume
- Time: 5:26 PM
- Branches:
  - main
- Changes: 1 files, +0/-0
- Files:
  - job-descriptions/2026-06-23-city-of-new-york/andy-yu-resume.docx deleted (+0/-0)
3f65cc609694 docs: update job materials and resume context
- Time: 5:29 PM
- Branches:
  - main
- Changes: 8 files, +305/-0
- Files:
  - .gitignore modified (+2/-0)
  - job-descriptions/2026-06-30-mta/resume -v2.docx deleted (+0/-0)
  - job-descriptions/2026-07-02-book-of-the-month/andy-yu-resume.docx modified (+0/-0)
  - job-descriptions/2026-07-02-book-of-the-month/andy-yu-resume.pdf added (+0/-0)
  - job-descriptions/2026-07-03-judi-health/judi-health added (+96/-0)
  - job-descriptions/2026-07-07-wealth-com/wealth-com.md added (+89/-0)
  - resume-context/accomplishment-index.md modified (+35/-0)
  - resume-context/projects/clouddeck.md added (+83/-0)

fittrack

FitTrack moved AI chat from general assistance toward answering questions about logged workouts, then locked in an eval baseline and fixed two data-filtering issues discovered right after the first pass landed.

Repo changes: 27 unique files touched, +10555/-41 across 4 unique commits.

d2dbb33e3775 feat: AI chat data Q&A over logged workouts (Phase 1)
- Time: 10:16 PM
- Branches:
  - feat/ai-chat-data-qa-phase-1
  - origin/feat/ai-chat-data-qa-phase-1
- Changes: 24 files, +1930/-27
- Body:
  - Add a get_workouts Genkit tool backed by a ChatDataReader seam so the
  - chat assistant can answer questions about the user's logged training,
  - plus a training-snapshot section and current date in the chat system
  - prompt. Includes:
  - - ChatDataReader implementation over four new read-only queries, with
  - server-side exercise/focus filtering
  - - Routing rules so history context never substitutes for workout-
  - building inputs (notably injury status)
  - - Retry-once guard in StreamChat for empty model candidates (Gemini
  - intermittently returns empty output when multiple tools are
  - registered)
  - - Eval support: in-memory fixture reader, 8 data-* scenarios, two new
  - outcomes (answer_from_data, answer_without_tools), date-aware
  - required-term matching, per-scenario AllowedToolCalls, and a
  - -with-data-fixtures sweep flag
- Files:
  - server/cmd/ai-chat-scenario-sweep/main.go modified (+12/-2)
  - server/cmd/api/main.go modified (+1/-1)
  - server/internal/aichat/models.go modified (+27/-0)
  - server/internal/aichat/repository.go modified (+1/-0)
  - server/internal/aichat/repository_data.go added (+168/-0)
  - server/internal/aichat/repository_data_integration_test.go added (+182/-0)
  - server/internal/aichat/repository_data_test.go added (+77/-0)
  - server/internal/aichat/repository_integration_test.go modified (+6/-0)
  - server/internal/aichat/runtime.go modified (+120/-17)
  - server/internal/aichat/runtime_test.go modified (+132/-3)
  - server/internal/aichat/service_test.go modified (+18/-0)
  - server/internal/aichat/tools_data.go added (+184/-0)
  - server/internal/aichat/tools_data_test.go added (+125/-0)
  - server/internal/aichat/workout_generation.go modified (+18/-0)
  - server/internal/aichat/workout_generation_test.go modified (+17/-1)
  - server/internal/aichateval/fixture_data.go added (+137/-0)
  - server/internal/aichateval/fixture_data_test.go added (+70/-0)
  - server/internal/aichateval/runner.go modified (+16/-1)
  - server/internal/aichateval/runner_test.go modified (+160/-1)
  - server/internal/aichateval/scenarios.go modified (+69/-0)
  - server/internal/aichateval/scenarios_test.go modified (+9/-0)
  - server/internal/aichateval/score.go modified (+108/-1)
  - server/internal/database/query.sql.go modified (+202/-0)
  - server/query.sql modified (+71/-0)
8e9a7ff0076a docs: add official AI chat eval baseline for d310b20
- Time: 10:16 PM
- Branches:
  - feat/ai-chat-data-qa-phase-1
  - origin/feat/ai-chat-data-qa-phase-1
- Changes: 3 files, +8577/-0
- Body:
  - Two_turn sweeps of both scenario sets (19 default, 27 with data
  - fixtures) on the clean Phase 1 commit, zero operational errors.
  - Baseline: 16/19 and 24/27 pass; README records commands, per-scenario
  - results, and known-noise labels for future comparisons.
- Files:
  - server/evals/baselines/2026-07-07-d310b20-gemini-2.5-flash/README.md added (+113/-0)
  - server/evals/baselines/2026-07-07-d310b20-gemini-2.5-flash/baseline-two-turn.json added (+3755/-0)
  - server/evals/baselines/2026-07-07-d310b20-gemini-2.5-flash/fixtures-two-turn.json added (+4709/-0)
df35c4eb821e fix: filter ai chat exercise history rows
- Time: 11:38 PM
- Branches:
  - feat/ai-chat-data-qa-phase-1
  - origin/feat/ai-chat-data-qa-phase-1
- Changes: 3 files, +32/-9
- Files:
  - server/internal/aichat/repository_data_integration_test.go modified (+1/-0)
  - server/internal/database/query.sql.go modified (+19/-8)
  - server/query.sql modified (+12/-1)
30dd40c4a0cf fix: filter ai chat eval fixture exercises
- Time: 11:45 PM
- Branches:
  - feat/ai-chat-data-qa-phase-1
  - origin/feat/ai-chat-data-qa-phase-1
- Changes: 2 files, +16/-5
- Files:
  - server/internal/aichateval/fixture_data.go modified (+10/-5)
  - server/internal/aichateval/fixture_data_test.go modified (+6/-0)

cloud

Cloud work was a handoff correction pass that updated the repo narrative to reflect that the GCP deployment path had already been applied, verified live, debugged, and cleanly torn down.

Repo changes: 1 unique files touched, +46/-25 across 1 unique commits.

2938241479e1 docs: correct HANDOFF.md - GCP is done, not blocked on ADC
- Time: 11:33 PM
- Branches:
  - main
  - origin/main
- Changes: 1 files, +46/-25
- Body:
  - Git state showed GCP was fully applied, verified live (with a Cloud Run
  - /healthz-swallowed-by-GFE fix), destroy-blocker gotchas found and fixed,
  - and torn down - all committed on main (e6b6d5c, e5435c1, 15f5c09). The
  - handoff doc still described it as blocked on ADC login with uncommitted
  - work. Corrected the GCP section and advanced "next steps" to Azure.
  - Co-Authored-By: Claude Sonnet 5 noreply@anthropic.com
- Files:
  - HANDOFF.md modified (+46/-25)

Run Details

Scanned folders: 61
Git repos scanned: 44
Repos with commits: 3 logical repos
Physical repos with matching commits: 11
Repos without commits: 33
Skipped non-Git folders: 16
Excluded repos: 1 (commit-journal)
Deduplicated duplicate clone/worktree commit entries: 64
Matched identities:
- GitHub user: Andrewy-gh
- GitHub name: Andy
- GitHub email: andrewydev6@gmail.com
- Local Git name: Andrewy-gh
- Local Git email: andrewydev6@gmail.com