Hey, I created a tool that catches when your LLM is confidently wrong, in production, in real time — looking for beta testers.
Your bot sounds sure of itself even when it's wrong, and you usually only find out when a customer complains.
Auscope audits every LLM response in the background: 3 models from 3 different providers independently check it, a 4th "chairman" model resolves disagreements, and you get one verdict — verified, uncertain, or unreliable. Runs async, doesn't slow your response down.
One-line integration:
python
client = AuscopeOpenAI(openai.AsyncOpenAI(), audit_url=..., api_key=...)
verdict = await client.last_verdict()
Adapters for OpenAI, Anthropic, Azure, Google, LangChain, OpenRouter. pip install auscope-sdk.
Free beta, 50 audits/month, no card. Want it used and broken, not polished.
Mainly want feedback on: does the verdict match your own judgment on bad responses, any SDK that doesn't wrap cleanly, rough spots in signup/dashboard.
Posted Aug 10, 2026, 4:13 PM UTC