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Show HN: Record, replay, and improve AI agents in production

Kitaru is a self-hosted, framework-agnostic runtime for autonomous agents that records every step of every run, enabling replay, debugging, crash recovery, pause/resume, and versioned deployments with a built-in UI.

SourceHacker News AIAuthor: htahir111
Show HN: Record, replay, and improve AI agents in production
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Summary only

Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

Key points and analysis

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Key points

  • Records every model call, tool call, and decision as replayable checkpoints.
  • Supports replay with overrides, crash recovery, pause/resume, and isolated execution.
  • Python-first, uses @flow and @checkpoint decorators, works with existing agent SDKs.
  • Self-hosted on your infrastructure, with no mandatory SaaS control plane.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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