Sunday. 45 commits across 7 repos. That number tells the whole story: I built speaker diarization into meeting-ops and then spent the rest of the day plumbing it through, while a handful of other repos got the usual polish.
The headline was meeting-ops. I added a full speaker identification pipeline: a SpeechBrain ECAPA model with optional Pyannote 3.1 as a microservice, a new 006 migration for speaker library tables, ORM models, backend API endpoints at /api/speakers/*, and a frontend Speakers page with a SpeakerTagger component. The lifecycle hook identifies speakers before embed_meeting fires. I also wired up the provider registry so LocalSpeakerSvcProvider replaced the old diarization placeholder. Then I went in and fixed the actual runtime bugs: segments with inline embeddings weren't being identified correctly, the identify endpoint needed to fire from the async request handler (not a sync one), and after rewriting transcript_diarized the flag_modified call was missing. Four fixes on the same system, which is how I always do it: ship the feature, discover the edge cases, patch them.
Test coverage went in alongside the speaker work: SpeakerLibrary and SpeakerTagger Vitest suites, plus RAGChat and Digests tests. The multi-org scoping migration from the earlier Phase 2 was already baked in, so the speaker layer inherited that organization boundary for free.
I added a full speaker identification pipeline: a SpeechBrain ECAPA model with optional Pyannote 3.
Project-ops got six minor version bumps in one day. CSV export popover with date-range and status scope for every dashboard page (contacts, documents, my-tasks, organizations, projects, users). Bulk activate/deactivate/delete on organizations. Pinned tasks on the My Tasks page using localStorage scope. Kanban empty-state polish for zero tasks and zero filter matches. A print stylesheet for the project detail page, plus a print stylesheet nit in v1.6.58. It's the kind of quiet compounding that makes the tool actually feel solid without making any noise.
Listing-ops was the heavyweight refactor. A unified ToolSet for the agent loop, 1,786 lines added across 25 files in core. The API routes and MCP went through it. Then the runtime forward-ref errors from the Codex ToolSet refactor showed up across auth, DB, and router deps (31 lines added, 51 removed, 8 files). Fixed those. Restored the pre-commit hook and frontend baseline. Wired attachments and structured SSE event types on the agent panel. Added a Sign out button. Fixed the auth callback redirect (was returning a JSON blob, now goes to /). Added the eBay OAuth flow with a Connect-eBay UI component. And fixed prod /api routing because the frontend was hardcoded with a prefix that doesn't exist in production. Listing-ops ate the biggest diff today by far and came out cleaner.
Ops-center got three identical federation backports: peer auth fixes lifted from deploy/commander. Crisis-management-ops got docs linked to project-ops PROJ numbers and a frontend scaffold for Sentry source-map uploads, 645 lines added across five files. Majiks.kids got the remaining onboarding polish: personalized songs UI shell and API, checkout success page, library pages, playlists, parent/children, new-song form, settings, public pages for albums, playlists, and a single playlist detail page. And majiks.kids got onboarding flow with parent, pricing, privacy, and terms pages. magicunicorn.tech got a single cache-bust for version.json fetch on the meeting minutes page.
Also today: the usual Sunday sprawl.
All of it adds up to a day where meeting-ops got its missing speaker layer, listing-ops got a real agent loop, and the rest of the fleet got the polishing that makes it feel less like prototypes and more like tools people use.
Real product captures — click any to enlarge.