Global Assembly layer (Phase 22) online: a deterministic reconciliation pass that re-derives clean document structure from noisy extraction — cross-representation de-duplication, numeric section ordering, document-title resolution, and…

The testing platform now sees the live UCR_app codebase as cloud-resident, not local-disk-only — ADR 0020 Phases 1+2+3 shipped same day. Three sub-decisions implemented in one afternoon: (1) UCR_app source bytes (Razor / aspx / cshtml)…

The testing platform's self-healing loop reaches end-to-end against legacy UCR live — first GUARDIAN→MEDIC→draft-PR pipeline confirmed Mon midday. When the modernized UCR ships, the same pipeline that today produces draft PRs for selector…

ADR 0020 Phases 1+2+3 all shipped in one afternoon — cloud-resident UCR_app source spine end-to-end on main. The agentic spine the morning's stakeholder ask flagged ("app connected to live QAT code · know when changes happen · predict…

ADR 0020 proposed — cloud-resident UCR_app source + Azure DevOps source-change webhook + predictive triggering. Captures the architectural intent that was always part of the platform (CODEX schema has 'razor', 'aspx' as first-class…

First end-to-end MEDIC smoke vs UCR QAT — the pipeline works from GUARDIAN failure to draft PR. GUARDIAN run 18a040bb against 5 freshly-promoted knowledge_v2 specs (2 care-transitions + 3 intro-to-UCR subdirs): 65.3s · 0✓ 3✗ 2↙. Fired…

MEDIC v0 Phase 4 shipped — apply patch as draft PR (manual approve, automated apply, human merge). Approving a selector_patch proposal in the OperatorBriefingCard now dispatches the medic-apply-patch GitHub Actions workflow. WIF auth +…

MEDIC v0 Phase 3 backend route shipped — the round trip is reachable from the UI. POST /api/apps/ucr-legacy/testgen/heal-failures wired into the FastAPI app. Backend lives in web/backend/src/web_api/heal_source.py — composes Phase 1…

MEDIC v0 Phase 3 persistence layer shipped — selector_patch lands in operator.proposals. agents/testgen/src/testgen_agent/heal/persist.py renders verdict-specific titles (MEDIC: proposed selector patch — ...), reasons (rationale +…

MEDIC v0 Phase 2 LLM call layer shipped — the 7th agent gets brains. agents/testgen/src/testgen_agent/heal/llm_call.py with the SelectorVerdict Pydantic v2 model (verdict + proposed_locator + rationale + confidence + razor_evidence_line)…

Michelle Potter Monday-morning unlock to the consolidated blockers email. Substantive movement on 3 of 4 asks: (1) offered to set up a UCR account for Loren directly — the highest-leverage structural fix in the whole reply window; once…

MEDIC v0 Phase 1 ships — the 7th agent build starts. Per ADR 0015 §“Phase 1 — Trace extraction utility”: agents/testgen/src/testgen_agent/heal/extract.py implements three pure-function helpers (parse_failing_locator ·…

L4 skip-on-missing-seed-env fix swept across 5 specs (7 occurrences). The Sat corpus refresh exposed the process.env.X || '<TBD>' antipattern in 5 newly-promoted specs — the literal '<TBD>' was propagating into searchByClientId / locator…

Single consolidated blockers email sent to 5 stakeholders. Margretta Hansen + Antonio Villarreal + Stephanie Smith + Mounika Thota + Michelle Potter (cc Rikki Thunstrom) — one note with each owner's ask in its own paragraph…

Real platform-stability finding for ADR 0016 modernization-cutover-acceptance framework. Two attempted Sun full-suite GUARDIAN baselines (run 2458592e with 45-min ceiling, run eccc36d7 with 90-min ceiling) both produced zero persisted…

Sat 2026-06-20 baseline-numbers paper-trail correction. Investigating Sun's run failures, surfaced that the Sat CHANGELOG entry's cited “21-subdir baseline · 0p · 27f · 25s” is not backed by a queryable guardian.run_results aggregate —…

Plan-to-functional doc + alignment audit shipped — the path from “demonstrably working” to “functional managing UCR legacy”. A strategic plan-of-record was authored Sat PM (status/2026-06-20-plan-to-functional-managing-ucr.md) defining…

Batch-2 output-quality pass (13 fixes) shipped after a 6-agent vision review: learned reviewer edits now persist (a heading fix that quoted a year was being silently discarded every run); accessible-PDF links no longer duplicate; form…

Output consistency pass shipped to production: every converted document now draws from one standardized Multnomah County brand palette (tables, headings, callouts and footers) instead of each renderer drifting into off-brand colors…

knowledge_v2 baseline + ADR 0015 (MEDIC) build gate opens. Fri AM ran the first end-to-end GUARDIAN baseline against the new knowledge_v2 corpus: 10 workflow subdirs, 17 tests, 0134↷. The 4 skips are L4 prompt-lesson working — specs…

First GUARDIAN-auto-surfaced legacy bug (F1). Fri AM: while diagnosing the OPI Classic In-Home Approval workflow test, the platform surfaced a real production-side runtime exception on…

4 knowledge_v2 prompt lessons encoded + verified stuck on first regen. Diagnosed Wed's 7 failures into 4 distinct categories, hand-applied the L1 fix to OPI as worked example, then encoded all 4 lessons (L1-L4) into the knowledge_v2…

Confidence scoring fix — knowledge_v2 drafts can now bucket HIGH (commit 7117861). Spotted that every knowledge_v2 draft was scoring ‘low’ despite coming from SME-confirmed sessions. Root cause: ConfidenceFactors.to_band() had if…

4 follow-on fixes from real-data SME ingest session (commit b89fa5e). (1) nginx 1MB upload limit removed: default was the stingy 1 MB; added client_max_body_size 100M so SME training docs reach the backend (was the “files over 1 MB get…

TESTGEN preview/expand UX (commit 08a800d). Two follow-on bugs spotted after knowledge_v2 verified working: (a) NeedsYouLane preview picked drafts[0] from a backend sorted by status/confidence_band — buried fresh knowledge_v2 drafts…

KNOWLEDGE → TESTGEN loop closed end-to-end (commit 0dc4b1c). New knowledge_v2 generator + on-confirm BackgroundTasks hook: when a SME confirms an extracted KNOWLEDGE session, TESTGEN auto-fires and generates one Playwright draft per…

KNOWLEDGE ingestion accepts files (not just paste-in text) — commit fc74962 + 62fccf1. Drag-drop or click-to-browse for .docx, .pdf, .xlsx, .csv, .md, .txt (50 MB limit). Pipeline: tmpfile → convert → STAGE 1 heuristic PHI triage (always…

GUARDIAN Inbox drill-in restored — commit 99f3e6d. Tuesday's flow-first reshape removed the inline run-expand, so the "In flight — recent runs" lane showed a pass-rate bar with no path to the actual failures. Built GuardianRunDrawer…

ADR 0019 drafted: server-side exception ingestion (ELMAH → CODEX automatic). Replaces "user copy-pastes a 27-line stack trace into a Slack message" with Microsoft Graph polling of the ELMAH mailbox. Triaged the first ELMAH dump as a…

Master stakeholder email sent — 5 numbered asks. Unified the 3 separate drafts (test-user perms · per-program client IDs · QAT errors follow-up) + 2 fresh asks (dedicated QAT test clients · training documents to seed KNOWLEDGE) into one…

Outputs Hub launched: a permanent, all-staff document library that turns A11yReady from a one-shot conversion tool into a system of record. Any county staffer can browse every converted document and download its accessible HTML or PDF…

Form fidelity (H219/H219b): section headers now merge shaded bands with bold text headers (a table-column guard keeps med-table column names from masquerading as sections), and repeating cell-per-widget grids collapse into a single…

Two pass rates now tracked against legacy UCR. (1) The curated regression suite at 47 specs / 152 tests passes at 95.4% — the production-credible number that exceeds ADR 0016's cutover-acceptance threshold by 5.4 percentage points. (2)…

The testing platform's full regression suite produced 145 PASSING tests against live legacy UCR this morning — 95.4% pass rate (1457out of 152 total tests). What this means for the modernization: ADR 0016's cutover acceptance contract…

First end-to-end passing test against live legacy UCR (Tuesday AM). The testing platform's automated test ran against UCR QAT in 10.5 seconds and passed — login, navigation, client search, opening a record, switching tabs, editing fields…

Expanded baseline jumped 83.0% → 95.5% in one afternoon (168/176 across 176 tests in 71 spec files · run ede6881c · 18 min). The Group E grounding gap that blocked 16 specs this morning is closed — FindServiceEventPage +…

Expanded baseline run: 146/176 = 83.0% across 71 specs (vs morning's curated 145/152 = 95.4% across 47 specs). Both pass rates real, both tracked. Surgical auto-confirm + promote sweep added 24 v2 Search drafts to disk; GUARDIAN run…

ADR 0017 shipped mid-batch (commit 3288372): per-tenant OPERATOR view + chief-of-staff persona. Captures the UX decision raised by Loren during the expanded-batch run — Mounika's UCR briefing belongs on /apps/ucr-legacy, not PlatformHome…

145 / 152 specs PASSING against live UCR QAT — 95.4% baseline pass rate, 30 min after the morning's first green spec. The full 47-file suite produced its baseline against legacy UCR in one ~16-minute batch run (status=partial · 14570↷)…

Honest framing for stakeholders: today's 1457batch result lives in the LOCAL docker-postgres on Loren's laptop, not in Cloud SQL. The platform's live URL displays Cloud SQL state from earlier runs. This is by design (ADR 0010 GUARDIAN…

FIRST GREEN GUARDIAN RUN against live UCR QAT (Tuesday AM). The platform's first end-to-end passing test: edit-a-person-demographics-iden.spec.ts ran in 10.5 seconds, executed login + navigation + search + opening a real client + tab…

First real parity-gap finding (ADR 0016 framework): QA Item documented unsaved-change protection on tab navigation. Legacy UCR does NOT have this protection. Either modernized UCR should implement the documented behavior OR the QA Item…

Modernization cutover acceptance contract drafted (ADR 0016 in the testing platform decisions). 3 gates: (1) coverage — Margretta signs off on cutover-critical specs; (2) pass-rate — ≥90% of cutover-critical specs pass when run against…

Testing platform's automated tests reached live UCR QAT for the first time end-to-end today (ADR 0014 DOM-grounding architecture). The platform's tests now navigate UCR workflows using validated element selectors derived directly from the…

Vite 5 → 8 frontend major migration complete (Task #144). Clears all 6 Dependabot alerts (2 high + 4 moderate) in one focused upgrade — Vite 8.0.16 + @vitejs/plugin-react 6.0.2 + npm overrides for protobufjs 7.6.4 (avoids a full Firebase…

Two paired strategic artifacts landed: ADR 0016 (modernization cutover acceptance criteria) + Mounika handoff guide. ADR 0016 formalizes the 3-gate cutover contract (coverage + ≥90% pass-rate + categorized triage) that Mark John +…

Structural backstop shipped in CI/CD pipeline to prevent the next missed-agent-in-Dockerfile regression. New step runs between docker build and docker push: imports every agent package (knowledge, testgen, guardian, operator) inside the…

OPERATOR briefing card serving end-to-end on Cloud Run for the first time since 2026-06-12. Hotfix shipped: backend Dockerfile was missing the agents/operator COPY + pip install — the package was Python-installed in the dev venv but never…

ADR 0015 (self-healing selector loop) promoted Proposed → Accepted with all 7 open questions locked + 6-phase v0 Build Plan. Working name: MEDIC. Build deferred until Phase D GUARDIAN data exists. Companion: qa_items_v3.2 SKETCH…

DOM-grounding architecture validated end-to-end against live UCR QAT (ADR 0014). All 5 PageObjects grounded from UCR_app Razor archaeology — 363 LOC of placeholders → 955 LOC of validated selectors with provenance back to specific legacy…

authCheck JavaScript blocker discovered and bypassed. Investigation traced through legacy UCR script + jQuery plugin: an auth-check wrapper on every action button (Search, Save, Cancel) was stalling automated tests. Bypass via…

Stakeholder loop closed × 2 with Michelle Potter (BSA) on per-program test-client seed-data gap (Q-SEED-1). Authoritative eligibility matrix now in the platform: NMTP = active in OR Access + IHC; LTSS = active in OR Access (no IHC); MDT…

Two test-generation prompt versions shipped today (qa_items_v3 + v3.1). v3 teaches the LLM to import PageObjects from @pages/* and avoid LLM-guessed selectors. v3.1 adds the 'Prerequisites → Step 0' convention — when a test sheet says…

Auto-confirm policy v0.3 with corpus cleanup: added generator_version filter to prevent legacy v1 specs (with the known structural state-loss bug) from auto-promoting. 164 v1 Auto-confirmed drafts rolled back to Draft with full audit…

OPERATOR agent shipped — the testing platform now has an orchestrator that watches the 5 specialist agents and surfaces a daily briefing for Mounika: what TESTGEN drafts auto-promoted, what GUARDIAN found in the latest run, where the…

Testing platform deployed end-to-end on GCP — the regression harness for the UCR rebuild is now operational. Cloud Run × 2 + Cloud SQL + IAP + auto-deploy on every push to main. When the modernized UCR comes online, GUARDIAN replays the…

First SME confirms via the deployed UI: 10 KNOWLEDGE sessions now SME-confirmed (DCHS strategy report, Rikki test-user provisioning walkthrough, Michelle Potter Q-hub answers, Rikki password-reset runbook, 4 v1-smoke sessions, 2026-06-10…

OPERATOR v0 shipped end-to-end (the 6th agent — ADRs 0012 + 0013). Deterministic rule engine reads cross-agent state (TESTGEN backlog · GUARDIAN runs · KNOWLEDGE drift · CODEX findings) and produces Mounika a prioritized briefing +…

TESTGEN auto-confirm policy live (ADR 0011) — 146 drafts moved out of SME review backlog via pattern-match (3+ prior confirms in same role/area, medium/high confidence, GUARDIAN as regression catcher). 38% of inbox cleared without SME…

GUARDIAN v0.5 queued-runner pattern shipped (ADR 0010). Browser "Trigger run" button writes to a Postgres work queue; a polling runner claims jobs and executes Playwright. End-to-end loop validated in production — ~35s from trigger to…

First 21 SME confirms via the deployed UI: TESTGEN 11 + KNOWLEDGE 10. Pre-today every confirmed row came from local CLI; these are the first ones written through "open UI → read draft → click Confirm → POST → row updated." Platform now…

Full non-admin GUARDIAN suite ran against UCR QAT: 148 specs, 144 passed, 4 failed, 22 minutes. TESTGEN v1 prototype (KNOWLEDGE workflow → Playwright spec) shipped as pattern doc + working sample spec for the next-iteration generator.

GUARDIAN v0 shipped — the agent that closes the loop between TESTGEN-generated specs and CODEX-detected drift. Specs now run on demand and surface failures in an actor-inbox UI. First real captured artifact: the admin-perms-gap failure…

GUARDIAN v0 shipped per ADR 0009 — Playwright runner + per-test persist + flake detection + actor-inbox UI. 4 of 5 agents now operationally closed-loop (was 3). 17/17 tests pass. Captured the admin-perms-gap failure from yesterday's v2…

CODEX detector pack expanded from WS6 gap analysis: +CsrfTokenMissing +VendorUrlHardcoded +TestArtifactInProd + widened LookupID v0.1 → v0.4 to cover all *TypeID fields. Stress-test against UCR_app surfaced TestFundingSourceService.cs…

GCP deploy AM arc: backend image deployed end-to-end against Cloud SQL (704 sessions + 408 testgen drafts + 9,420 codex symbols restored cleanly). Frontend nginx token-forwarding entrypoint built + validated. One IAM grant left for the…

Forms structural overhaul (H207–H211b): source section headers, professional field naming, page-primary multi-page ordering, fillable tables, and character-comb field merge — driven by real reviewer rejections

Vertex narrative parser now tolerates markdown code fences; dictionary extended 120 → 181 entries — both effective on tomorrow's nightly

Behavioral test count: 200 → 208 under qa_items_v2 prompt (sequential workflow + UCR hover-menu nav, iterated from v1 after live QAT runs). 204/208 compile clean (98.1%). Same-day Rikki/Mounika touchbase live-ingested as the KNOWLEDGE…

TESTGEN ingested the full QA Items corpus — 200 Playwright tests compile clean; 6 SME-confirmed already (86% acceptance rate on first pilot)

TESTGEN qa_items_v2 prompt iteration after live QAT runs surfaced 2 structural issues (per-step test() blocks lost state; hover-menu nav assumed direct links). v2 rewrote: one sequential test() per sheet + UCR hover-menu nav discipline…

TESTGEN ingested the full QA Items corpus — 200 Playwright drafts at 100% compile, 12/12 ground-truth tests pass, first SME pilot at 86% acceptance

Feedback → directives loop (H208): reviewer edits now change outputs via safe, per-file deterministic fixes instead of being write-only

Analytics page redesign: Errors → Diagnostics, Languages rebuilt on page-side data, Visualizations retired (unique charts merged into Analytics, redundant ones moved to Departments)

Rikki answered 32 tribal-knowledge questions on the open-questions hub across two rounds; open count 44 → 27

Legacy code drift detector retuned: 105 alerts on UCR_app legacy code dropped to 4 real findings after recognizing the older web.config auth pattern

TESTGEN v0 shipped end-to-end per ADR 0008: schema + LLM layer + actor-inbox UI + 22-sheet PoC

Drift detector v0.2 (web.config-aware): 105 false-positive alerts dropped to 4 real findings on UCR_app legacy code

Rikki answered 32 tribal-knowledge questions on the open-questions hub; corpus now 25 closed of 77

AcroForm anchoring + deterministic reading order (H203–H206): semantic field roles, role-driven sizing, and the “Other: ___” companion attachment

Cloud Run min-instances bumped to 0→1; Workbench crash fix + RouteErrorBoundary shipped

Historical UCR documentation absorbed: 835-file corpus ingested into the knowledge platform; 703 sessions live with full provenance and PHI safety checks

835-file UCR documentation corpus ingested end-to-end; 703 sessions live with full provenance

Section-overview UI restructure: collapsible sidebar, six top-level sections, every section has an overview page

CODEX Phase B closed: 5 of 5 WS6 drift detectors operational against UCR_app

Pipeline Advisor + intelligent per-cluster model routing

Tech/Plain English language toggle added to the modernization presentation

Vertex AI Claude Sonnet 4.6 production path operational; end-to-end knowledge extraction live

Editor attribution: page editor enrichment + Owner column on every report + Mine-only toggle

Per-department 30-day Health-score sparklines added to Departments page

Validation page polish: side-by-side Xingwu + Siteimprove reconciliation with month-over-month deltas

Mock UI screens complete — 7 interactive prototypes for stakeholder review

Xingwu validation reaches 92.3% agreement on 33,738 UUIDs

Production launch — AI-native political news platform with 7 autonomous agents, 17 cron jobs, multi-source synthesis with bias auditing, and fully automated cross-platform social posting.

Production launch — 9-agent LangGraph SaaS platform producing complete go-to-market playbooks in under 10 minutes. Quick scan at ~3 min, full report at ~10 min.

Production deployment serving Multnomah County agencies