Launch HN: Agnost AI (YC S26) – Extract user feedback from agent conversations
Which summary reads better? Pick one — models revealed after.Both summaries are AI-generated.
Agnost AI can analyze production conversations and automatically generate reviewed PRs to fix agent failures in 2 minutes setup, enabling teams shipping LLM-based agents to catch failures that evaluations miss and improve their agents faster, without being tied to specific LLMs or frameworks.
Production agents now have a tool that auto-detects user frustration, churn risk, and unmet feature requests directly from real conversations—something evals and logs routinely miss. This means you can ship fixes for hidden failures faster, cut manual review time, and scale agent quality without proportional headcount costs. If you’re running agents in production, this either saves you engineering cycles or lets you catch revenue-impacting issues before they hit metrics.