fix: hide inert provider toggle on public demo; report real model name in telemetry

docs: reflect repo directory rename (youtube-kb → amana)

feat(ui): first-run welcome modal + Light/Auto/Dark theme

docs: add REDEPLOY guide for the existing HF Space; fix DEPLOY remote name

Deploy-readiness: Neon persistence, moderator identity, run telemetry, warm redesign

Fix Hugging Face Space metadata

Add DEPLOY.md: deploy & submission checklist (user actions)

Phase 5 prep: bound /api/triage spend by construction (PUBLIC_DEMO)

Phase 5 prep: harden eval CI against the HF-429 judge flake

Phase 4.1: gate hardening — corroborate hard citations + enforce ELIG-4

Docs: record Phase 4 CI green (live judge) + eval gate-hardening backlog

Phase 4: eval harness + CI (deterministic safety gate + LLM-judge)

Linkify rule IDs in risk-signal details

Add policy reference drawer + clickable citations; fix check_sanctions retry loop

Pivot YouTube RAG scaffold into Amana — T&S triage copilot (Phases 1–3.6)

Scaffold YouTube Channel Knowledge Base (RAG)