It started the way these days do: with something that refuses to boot. I fixed tax-planning-ops so a fresh deploy actually boots on real Postgres 17 instead of giving up after migrations. The Dockerfile was copying a nonexistent requirements file. The config aliases were wrong. The GUC settings needed per-statement application instead of whole-script rollback. Five fixes, one deploy that worked. After that, I had enough momentum to keep building.
The tax engine got its real teeth today. Phase 1 finally wired up LiteLLM with qwen3.6-35b-a3b for 1040 extraction instead of the stub. I also switched the non-reasoning extraction to Gemma 4 while keeping Qwen for agent work. The UI got a complete redesign from scratch. Money displays in dollars not cents, the tax math and OBBBA constants are correct, and the append-only audit chain with metadata-covered hashes is in place. Regression goldens and a DB-backed RLS integration test make it harder for these bugs to come back.
Center Deep Research got spun up from nothing. Initial commit on the sovereign deep-research engine and canvas. Then the space dashboard, plan review, agent CRUD, live choreography, security hardening, and restart resilience landed in rapid succession. The in-app agent chat with knowledge bases over MCP makes it feel like a real product, not a prototype anymore. The 502 edge case with per-request DNS in nginx is the kind of thing that eats hours and the fix was three lines in the config.
I also switched the non-reasoning extraction to Gemma 4 while keeping Qwen for agent work.
Meeting-Ops shipped v3.36 with portable voiceprints and same-meeting duplicate detection. The iOS app got its recording controls, on-device MLX summarizer with the Qwen3-1.7B model, a RAM gate tuned to the A16's exact 5.50 GB, and four green XCUITest smoke tests. The transcriber was broken by a single enum change (.endOfStream to .noDataNow). Fixing it reminded me how one character can sink a week.
Contact-Ops got a self-serve onboarding flow that auto-provisions a workspace on first login, a one-click reversible person merge engine with undo ledger, multi-issuer Brigade JWT verification, and auto-approve for trusted imports. The ops runbook landed alongside a DB backup script with 14-way retention. Also today: ops-center fixed the billing Lago keying to org_id and resolved empty payment-methods returning 200 instead of 404, project-ops re-keyed Magic Unicorn to the suite-canonical workspace UUID, and accounting-ops shipped version 0.5.0 with self-service onboarding and a UI audit pass.
Ninety-three commits across nine repos. The tax engine boots, the research app exists, and the meeting tools finally talk to each other on device.
Real product captures — click any to enlarge.