Runtape is a debugging tool for AI agents that identifies which parts of context caused bad decisions, tests fixes against the exact failing context, and generates regression tests. It works with OpenAI and Anthropic SDKs, LangChain, LangGraph, and local models, analyzing recorded agent runs to isolate and fix specific failures.