Fix all cache/staleness issues from UCB liveness audit; chat chip shows LIVE selected-strategy score

Fix admin edit delete for paused config rows

Gate bandit rewards by signal consumers

Add intent strategy mapping safeguards

Align strategy formats with MVP1 model

Implement DB-first strategy format flow

Normalize table rendered format labels

Repair bullet contrast table drift

Use active instructions for synthesis

NVIDIA NIM LLM backend, vg reward model + round-robin/UCB selection, UI fixes

Add multi-domain RAG (Chroma) with auto-detected domain

Remove admin-token gate — UI never prompts for a token

Add admin-token auth, security/streaming tests, DB design doc

Drop raw_reward — single source of truth on normalized_reward

Initial commit — APE Modulor for HF Spaces deploy