Kayba

Kayba is for teams building AI agents that need to diagnose and reduce recurring failures. It connects to trace and error sources such as Sentry, PostHog, and OpenTelemetry, then combines execution traces, error reports, and agent code to replay failed runs, identify the broken step, and propose a code fix. Each proposal includes the failure context and a confidence score, and is sent as a pull request and Slack message for review. Teams can discuss a proposed fix with Kayba, merge it, request another pass, or make their own changes. After a fix ships, Kayba evaluates it against tests based on real failure patterns, tracks results over time, and flags regressions—helping developers see whether changes actually make their agents more reliable.

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