[anulum]

Hey HN — huge thanks for the thoughtful comments yesterday!

I shipped *v1.2.0* overnight with everything you asked for:

• Full end-to-end benchmark notebook (600+ real RAG/agent traces, HaluEval + TruthfulQA, head-to-head vs Claude self-critique, latency, false positives, recovery rate) → notebooks/04_end_to_end_benchmark.ipynb

• Rich evidence on every halt: top-K conflicting chunks + highlighted NLI premise/hypothesis + distances (now in HaltEvent + dashboard)

• Ready-made graceful fallbacks (soft warning, retrieval-only retry, partial+correction) → examples/graceful_fallbacks.py

• Live Hugging Face Spaces demo (try it yourself): https://huggingface.co/spaces/anulum/director-ai-guardrail

• Full MkDocs site (22 pages), native OpenAI/Anthropic interceptors, score caching, 8-bit NLI, bge-large, LangGraph/Haystack/CrewAI support

Repo: https://github.com/anulum/director-ai Changelog: https://github.com/anulum/director-ai/releases/tag/v1.2.0

Would love feedback on the new bits — especially the end-to-end numbers and graceful patterns. Fire away!