Shipping
Jul 26A11yReadyTwo reviewer-driven hardening pushes since the last update. On fillable forms, the…Jul 26QuillPhase-1 review flow shipped. Primary Data table shows ⚑ needs-attention when any…Jul 26QuillDrawer polish: Advanced-view toggle hides dormant Queue Info and Phase-4 enrichment.…Jul 26QuillAggregator dedup: prod Firestore was silently ingesting duplicate invoices (same PDF,…Jul 26QuillUI aligned to Multco BRANDING.md palette (#316094 steel blue). New Pill primitive with 6…Jul 26VantageThe agent-written test now drives the real application — end-to-end grounding confirmed…Jul 24QuillFirst working end-to-end Primary Data flow shipped: aggregator turns raw extractions into…Jul 24QuillAlignment complete — VISION, ARCHITECTURE, DATA_MODEL, ROADMAP, CHANGELOG, and 8 ADRs…Jul 21A11yReadyClosed the biggest structural gap in the converter: fillable forms had no output check at…Jul 19VantageA six-week blind spot in the knowledge base — found, closed, and guarded. Fifteen…Jul 26A11yReadyTwo reviewer-driven hardening pushes since the last update. On fillable forms, the…Jul 26QuillPhase-1 review flow shipped. Primary Data table shows ⚑ needs-attention when any…Jul 26QuillDrawer polish: Advanced-view toggle hides dormant Queue Info and Phase-4 enrichment.…Jul 26QuillAggregator dedup: prod Firestore was silently ingesting duplicate invoices (same PDF,…Jul 26QuillUI aligned to Multco BRANDING.md palette (#316094 steel blue). New Pill primitive with 6…Jul 26VantageThe agent-written test now drives the real application — end-to-end grounding confirmed…Jul 24QuillFirst working end-to-end Primary Data flow shipped: aggregator turns raw extractions into…Jul 24QuillAlignment complete — VISION, ARCHITECTURE, DATA_MODEL, ROADMAP, CHANGELOG, and 8 ADRs…Jul 21A11yReadyClosed the biggest structural gap in the converter: fillable forms had no output check at…Jul 19VantageA six-week blind spot in the knowledge base — found, closed, and guarded. Fifteen…
All Projects

UCR Modernization

Behavioral Test Capture from Retiring SMEs

Playwright (regression suite)FastAPIReactVitePostgres 16 + pgvectorVertex AIClaude Sonnet 4.6FHIR-aligned domain modelCloud RunIdentity-Aware ProxyWorkload Identity Federation
704
SME Knowledge Sessions
208
Behavioral Tests (v2)
32 / day
Questions Answered
UCR Modernization — Dashboard View
UCR Modernization — Architecture

Overview

DCHS staff spend their time on people, not data entry. The modernization is gated on first proving behavioral equivalence — every workflow Rikki documented over 36 years becomes an executable test the modernized UCR must pass before it ships. Knowledge transfer is happening live: the open-questions hub lets SMEs answer the platform team async, and answers automatically update the behavioral specs. 208 Playwright tests under qa_items_v2 prompt enforce sequential workflow + UCR hover-menu nav discipline (iterated from v1 after live QAT runs surfaced two structural issues). 703 historical sessions (ERDs, ETL specs, Jama stories, runbooks, meeting notes) ingested into the knowledge platform — queryable as structured rows with full provenance. Rikki's retirement-risk timer is unwinding: 32 tribal-knowledge questions answered in a single round, open count 44 → 27 — each answer locks a specific behavioral spec the modernized app must preserve. WS6 reconciliation themes (legacy-vs-modernized gaps) are now direct DB queries; WS6 code-vs-intent reconciliation SME-signed for downstream agents. Cloud Run + Cloud SQL + Identity-Aware Proxy + Workload Identity Federation infrastructure ready — all Terraform, awaiting GCP IAM grant.

Impact & Results

704
SME Knowledge Sessions
ERDs, ETL, Jama stories, runbooks, meetings — full provenance
208
Behavioral Tests Ready
Playwright suite (v2) at 98.1% compile-clean
32 / day
Tribal Questions Closed
via the SME open-questions hub
20
SME-Confirmed Sessions
authoritative sources the rebuild must honor
36
Years of Tribal Knowledge
captured before Rikki's retirement
Behavioral
Acceptance Contract
modernized UCR must pass 208/208 before ship
UCR Modernization — Screenshot

Key Features

Behavioral acceptance contract — 208 Playwright tests (98.1% compile-clean) become the criteria the modernized UCR must pass before shipping
Historical UCR corpus ingested — 703 sessions across ERDs, ETL specs, Jama stories, runbooks, meeting notes — queryable as structured rows with full provenance
Rikki retirement-risk timer unwinding — 32 tribal-knowledge questions answered in a single round; each answer locks a specific behavioral spec
WS6 code-vs-intent reconciliation SME-signed — authoritative for downstream agents (CODEX queries, TESTGEN v1 generation)
Open-questions hub — SMEs answer the platform team async; answers automatically update the behavioral specs they touch
Cloud Run + Cloud SQL + IAP + Workload Identity Federation deployment infrastructure ready (Terraform, awaiting IAM grant)
FHIR-aligned domain model under the hood — designed for human-services data semantics
Mock UI screens complete — 7 interactive prototypes for stakeholder review

Next Project

Content Automation (Linkit)