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Kayba provides a tool that ingests agent execution traces from platforms like MLflow and LangSmith, analyzes failure patterns, and generates actionable improvement suggestions. It enables coding agents to automatically create fixes, run tests, and iterate based on the insights, creating a feedback loop for continuous self‑improvement. The solution includes a CLI, dynamic evaluation suites, and integration options for enterprise deployment.
Updated 2 months ago
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- Kayba provides a tool that ingests agent execution traces from platforms like MLflow and LangSmith, analyzes failure patterns, and generates actionable improvement suggestions. It enables coding agents to automatically create fixes, run tests, and iterate based on the insights, creating a feedback loop for continuous self‑improvement. The solution includes a CLI, dynamic evaluation suites, and integration options for enterprise deployment.