What’s your agent up to?

Reddit r/AI_Agents 08/30/26, 03:03 AM Tools

Summary

We built an open-source retrospective reader for Claude Code to analyze agent behavior, using real execution history to inform runtime governance.

We built a retrospective reader for Claude Code to check our own agent behavior. We were trying to answer more than: Did the task complete? So we ran it against our own Claude Code history and looked at what happened underneath: shell activity, command counts, file writes, cross-project writes, and which sessions stood out. The goal was simple: use real execution history to figure out what we should actually pay attention to, and eventually govern, at runtime. Sentience Governor itself has been built completely with Claude, so this is us dogfooding the same agent we use to build the product. The reader is open source. You can run it against your own Claude Code history too. Repo + Python library in the comments.

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