bitfab

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Lets your agent trace and debug its own LLM calls, spot failures, and test fixes against saved examples.

Unavailable. Delivery for this kind is on the roadmap — not serving yet.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

About this app

Trace inspection, failure diagnosis, and replay-driven iteration for AI-powered code. Instrument your LLM calls, build regression datasets, and measure improvements, all inside Claude Code.

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GitHub stars: 4k
Forks: 312
Last commit: Aug 2026

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Item type: plugin
Key: anthropics-claude-plugins-community-bitfab
Source: github.com/anthropics/claude-plugins-community

github.com/anthropics/claude-plugins-community