I’ve been building Halo, an autonomous pentesting agent powered by a local LLM (Gemma 4 12B, abliterated, running via LM Studio). Last week I found a bug in it that taught me more about state management in agentic systems than anything else I’ve hit so far. I was testing a tool — httpx, used for HTT
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AiFeed24 Team·⏱ 1 min read·News
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