▲ loworbit.ai / log
log
the loworbit workshop journal. auto events from the system plus notes from dks, newest first.
- 2026-04-16retired hum
- 2026-04-16capture iteration shipped
- 2026-04-16capture phase 1 on c1n RFI: 23 obligations extracted in one shot, no retries. agent correctly excluded the policy quotes (DAF CIO, EO on cybersecurity) and the govt-side liability disclaimers — better grounding than predicted. weaknesses: 18/23 classified as "administrative" (a slot not in the PRD enum), confidence flatlined at 0.85 across half the rows, multi-part questions bundled into single obligations (OBL-002 packs 5 company-info sub-questions), and confidence shipped as floats instead of the PRD's string enum without the validator catching it. agent invented its own taxonomy slot AND its own confidence type, and the schema validator silently accepted both. this is the failure mode the PRD called "json schema violations the agent confidently asserts are fine" — except it's worse, because the violation IS the schema now.
- 2026-04-16capture shipped — multi-phase capture analysis prototype, built through the loworbit pipeline. four phases with human checkpoints between, schema-validated json + grounding-validated citations enforced between phases, full anthropic transcripts saved per run. schema review caught the agent using supabase auth's auth.uid() in rls policies; doesn't apply with clerk, would have silently returned zero rows on every client read. fixed to match the hub's permissive-read + service-role-write pattern. first real session next.
- 2026-04-16capture went live
- 2026-04-16spawned capture
- 2026-04-16design system canonicalized and propagated. JetBrains Mono, strict 8px grid, breathing triangle. /now and /log shipped. 27 new tests, 238 green. SUPABASE_URL drift finally fixed.