Coding进阶10 分钟

Minimal chat agent loop

Plan → tool → observe with step caps, timeouts and allowlists.

Minimal chat agent loop

Plan → tool call → observe with max steps, timeouts, and allowlists.

Loop

Model decides tools; execute; feed observations; stop on answer, step cap, or budget.

Guards

max_steps, timeouts, tool allowlist, spend counter, redacted logs.

Models

Prefer strong tool-calling models; leave VRAM headroom if local.

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