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feat(l1): AI decision-tree builder — Phase 2A #193

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chihlasm merged 42 commits from feat/l1-ai-tree-builder-phase-2a into main 2026-06-12 23:41:16 +00:00
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- Context: executed the Phase 2A plan via the subagent-driven-development skill on `feat/l1-ai-tree-builder-phase-2a` (off `main` @ `87236b5`).
- Did: implemented all 19 tasks — 3 migrations (ai_build session kind; accounts.enabled_l1_categories; FlowProposal.l1_session_id linkage + nullable source + exactly-one CHECK; head `1fd88a68b145`); services (l1_category_service, ai_tree_builder, match_or_build, l1_session_service extensions); l1.session.escalated notification; API (intake dispatch, next-node, escalations, l1-categories, require_account_owner_or_admin); frontend (l1 types/api, dashboard outcome dispatch, walker AI-node rendering + disclaimer, owner-gated L1CategoriesPage, ProposalDetail L1-source block, L1EscalationsSection); integration + network-stubbed e2e tests. Tasks 1–9 ran through implementer + spec-review + code-quality-review subagents; Tasks 10–19 ran inline after the Bash output channel turned intermittently unreliable (it caused several broken commits — duplicate tests, a missing-export frontend commit, a commit batched with its own failing tsc, a non-persisting Write — each caught by re-grep and repaired with sentinel-wrapped verification).
- Outcome: backend full suite green (re-run to confirm exact count); frontend tsc+lint+build clean; migrations downgrade-3→upgrade-head roundtrip clean. Pushed to Gitea, opened **PR #193** (`main` ← `feat/l1-ai-tree-builder-phase-2a`, mergeable). AI *quality* still unverified vs a live model (all mocked) — staging smoke + Sonnet/Opus benchmark deferred per spec §5.3.
- Outcome: backend full suite **1376 passed / 18 skipped / 0 failed**; frontend tsc+lint+build clean; migrations downgrade-3→upgrade-head roundtrip clean. Pushed to Gitea, opened **PR #193** (`main` ← `feat/l1-ai-tree-builder-phase-2a`, mergeable). AI *quality* still unverified vs a live model (all mocked) — staging smoke + Sonnet/Opus benchmark deferred per spec §5.3.
- Lesson (process): never batch a commit with its own verification step, and after any Write/Edit that matters, re-`grep` the file to confirm it persisted — the output channel silently served stale/fabricated results several times this session.