audit-ms: close milestone Multi-subject Authoring-Form Test — CodeLlama Replication

Architect drift review: clean (two [low] items both expected audit by-products, not drift). Bench-regression check: all three exit-code gates green; the 5-metric latency.explicit_at_rc / gc_over_bump improvement cluster from audit-cma earlier today reappears, second consecutive audit showing the same shift uncorrelated with milestone work — baseline left pristine for one more audit before considering ratification. All seven spec acceptance criteria green. Milestone closed.
2026-05-12 13:29:28 +02:00
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 - 2026-05-12 — audit-cma: milestone close (Cross-model authoring-form test) — architect drift fixed in 2 record-keeping items (INDEX backfill for brainstorm Step 7.5, README test-count correction); bench all-green (5 unexplained improvements on latency.explicit_at_rc not coupled to milestone, baseline left pristine) → 2026-05-12-audit-cma.md
 - 2026-05-12 — iter ms.1: pipeline anyhow-chain preservation — `{e}` → `{e:#}` at `pipeline.rs:118` restores `serde_json` parse-error leaf in JSON-cohort feedback; pinning unit test added (14/14 green) → 2026-05-12-iter-ms.1.md
 - 2026-05-12 — iter ms.2: Qwen3-Coder-Next retroactive re-run + first CodeLlama-13b-Instruct run via IONOS; DESIGN.md §Decision-6 addendum extended from 2-col single-subject to 4-col two-subject; both subjects agree on direction (AILX cheaper + ≥ green); roadmap P3 multi-subject entry removed → 2026-05-12-iter-ms.2.md
+- 2026-05-12 — audit-ms: milestone close (Multi-subject Authoring-Form Test — CodeLlama Replication) — architect clean, bench all-green (same 5-metric latency.explicit_at_rc improvement cluster as audit-cma earlier today, baseline left pristine for second consecutive audit) → 2026-05-12-audit-ms.md