autoswarm

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Turning local agents into self-optimizing agents

Reddit r/LocalLLaMA · 2026-05-26

A self-optimizing agentic pipeline that improves benchmark performance from ~30% to ~90% on TerminalBench, and can be extended to everyday chats by logging interactions, reflecting with a local model, and injecting lessons into future system prompts.

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