Show HN: Kalytera – Find out why your AI agent failed, step-by-step

Category: observability

Tags: ai-agents, observability, llm, debugging, sdk

Score: 5.7/10 (Innovation: 6, Technical: 5, Documentation: 5, Utility: 6)

Kalytera is an observability and evaluation platform for AI agents that helps developers pinpoint step-by-step failures. It integrates easily via a pip SDK and auto-hooks into popular frameworks like OpenAI Agents SDK and LangChain, recording runs and checking tool calls against user-defined rules. The project is interesting because it addresses the growing need for debugging and monitoring non-deterministic agent workflows.

Target audience: AI engineers, backend developers building AI agents

Repository: https://kalytera.dev

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