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It's more-so recursive decomposition rather than clustering failures or stream summarizing. You can look at this repo if you want to learn more about how RLM's work: https://github…

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Yeah, fair question. For a small number of traces just dumping them into Claude Code can work well. However, once you're at production scale the problem changes. You can't always f…

We built HALO (Hierarchal Agent Loop Optimizer), an open-source tool for debugging and optimizing AI agents using their execution traces. It’s a loop. Run your agent, feed the trac…

Security platforms should be open source by default. It provides assurance that nothing weird is occurring behind the covers and also shows confidence in the implementation and the…