AgentRewind

Record, inspect and replay agent runs so you can debug one bad decision without rerunning the whole thing.

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A small Python SDK wraps LLM and tool calls as spans with a decorator or context manager, recording the prompt, model, parameters, response and tool results. A web UI steps through a run span by span so you can see exactly where an agent went wrong.