How Punk Governs the OpenAI Responses API for Coding Agents
Coding agents need more than text streaming. They need a runtime that preserves typed tools, reasoning summaries, terminal states, and evidence end to end.
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Articles about tool use and its practical role in production agent work.
Coding agents need more than text streaming. They need a runtime that preserves typed tools, reasoning summaries, terminal states, and evidence end to end.
Claude stays the developer interface while Punk adds a governed model path and optional runtime tools underneath it.
The safest repeatable work is often not the answer. It is the reliable sequence an agent follows to find the answer again.