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Author SHA1 Message Date
rootandClaude Opus 4.7 5f40b7a312 STATE_OF_PLAY: lock in today's reverts as DO NOT RELITIGATE 
Five new entries to prevent today's cleanup from being undone by future
sessions or future PRs that don't read the full context:

- PRD line 70 load-bearing — local-only on customer hot path. PR #13's
  cloud-routing defaults reverted (d054c0b). Cloud is opt-in dev-only.
- /v1/usage by_provider=ollama is the canary. Anything else for
  customer-shape traffic = regression.
- ./scrum is a TOOL, not architecture. Outputs to data/_kb/
  scrum_findings.jsonl. Findings inform dev, do NOT auto-fold into
  design docs.
- Test code in main is actively being cleaned. Today: 12 files / ~2900
  LOC removed (commits 6aafd41 + f4ebd22). Surface more candidates,
  don't auto-delete unless clearly orphaned.

The intent: future me (or future Claude session) reads STATE_OF_PLAY
on cold-start, sees these entries, and doesn't re-make the same
mistakes that drifted scope today.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-03 02:07:57 -05:00
rootandClaude Opus 4.7 c170ebc86e docs: AUDIT_TRAIL_PRD — production-readiness gate for staffing client 
J flagged that smoke + parity tests prove the surface compiles, NOT
that an audit response can be produced for a specific person — and the
staffing client won't sign without defensible discrimination-claim
response capability.

New docs/AUDIT_TRAIL_PRD.md captures:
- worked example: John Martinez at Warehouse B requests audit
- subject audit response output format (per-decision row schema)
- surface map: where decisions happen today, where the gaps are
- PII handling rules (tokenization, protected-attribute exclusion,
  inferred-attribute risk)
- identity service design intent (separate daemon, audited reads)
- retention + right-to-be-forgotten policy intent
- 9-phase implementation sequence with explicit per-phase exit criteria
- cross-runtime requirement (both Rust + Go must satisfy)
- 7 open questions blocking phase 2+ that need J's call

STATE_OF_PLAY + PRD updated with explicit "production-ready blocker"
section pointing at the new doc. The "substrate is shipped" framing
gets a caveat: substrate ≠ production-ready until audit phase 9 exits.

No code changes. This is the planning artifact J asked for before we
start building.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-03 00:54:46 -05:00
rootandClaude Opus 4.7 0af62861d2 STATE_OF_PLAY: refresh for 2026-05-02 wave (Lance gauntlet + parity + housekeeping)
lakehouse/auditor 9 blocking issues: cloud: claim not backed — "Verified end-to-end via playwright on devop.live/lakehouse:" 
Anchor was 5 days stale. Adds the 12-commit wave (Lance backend hardening,
sidecar drop, observability parity, gitignore cleanup, gray-zone content
add) with verification status for each. Updates DO NOT RELITIGATE with
the 4 new things this wave makes load-bearing:
- python sidecar dropped from hot path (don't wire it back)
- lance gauntlet shipped (don't re-discover the bugs we just fixed)
- 32/32 cross-runtime parity (don't build a 6th probe for already-covered surface)
- ARCHITECTURE_COMPARISON.md is the single source of truth for cross-runtime decisions

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-02 22:23:36 -05:00
rootandClaude Opus 4.7 a3b65f314e Synthetic face pool — 1000 StyleGAN headshots, ComfyUI hot-swap, 60x smaller thumbs 
Worker cards now ship a real photo per person instead of monogram tiles:

  - fetch_face_pool.py pulls 1000 faces from thispersondoesnotexist.com
  - tag_face_pool.py runs deepface for gender/race/age, excludes <22yo
  - manifest.jsonl: 952 servable, gender/race buckets populated
  - /headshots/_thumbs/ pre-resized to 384px webp (587KB -> 11KB,
    60x smaller; without this Chrome's parallel-connection budget
    drops ~75% of tiles in a 40-card grid)
  - /headshots/:key gender x race x age intersection bucketing with
    gender-only fallback when intersection is sparse
  - /headshots/generate/:key ComfyUI on-demand for the contractor
    profile spotlight (cold ~1.5s, cached ~1ms; worker-derived
    djb2 seed makes faces deterministic-per-worker but unique
    across workers sharing the same prompt)
  - serve_imagegen.py _cache_key() now includes seed (was caching
    by prompt only -> 3 different worker seeds collapsed to 1
    cached image; verified fix produces 3 distinct md5s)
  - confidence-default name resolution: Xavier->man+hispanic,
    Aisha->woman+black, etc. Every worker resolves to a bucket.

End-to-end: playwright run on /?q=forklift+operators+IL -> 21/21
cards loaded, 0 broken, all 384px webp.

Cache + binary pool gitignored; manifest tracked.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-04-28 06:01:04 -05:00