Kelet – Root Cause Analysis agent for your LLM apps

Show HN: Kelet – Root Cause Analysis agent for your LLM apps

Kelet – Root Cause Analysis agent for your LLM apps is active in the show hn launch space.

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I've spent the past few years building 50+ AI agents in prod (some reached 1M+ sessions/day), and the hardest part was never building them — it was figuring out why they fail.AI agents don't crash. They just quietly give wrong answers. You end up scrolling through traces one by one, trying to find a pattern across hundreds of sessions.Kelet automates that investigation. Here's how it works:1. You connect your traces and signals (user feedback, edits, clicks, sentiment, LLM-as-a-judge, etc.) 2. Kelet processes those signals and extracts facts about each session 3. It forms hypotheses about what went wrong in each case 4. It clusters similar hypotheses across sessions and investigates them tog

Within the show hn launch space, the company focuses on its core offering rather than a broad product line.

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Website: kelet.ai