How Punk Brings Governed AI Agents Into Buzz Communities
A message can request agent work without being allowed to invent the user, channel, permissions, or actions behind that work.
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Articles about governance and its practical role in production agent work.
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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How to Run Claude Code Through Punk as a Governed AI Gateway
Claude stays the developer interface while Punk adds a governed model path and optional runtime tools underneath it.
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How to Run Codex Through Punk Without Replacing the Codex Harness
Keep the coding experience your engineers know while adding governed model routing, evidence, cost controls, and safer optimization underneath it.
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What Is Punk Chorus? Governed Multi-Model Reasoning With Receipts
A harder question should not automatically trigger an expensive model panel. Chorus spends selectively, verifies claims, and records why an answer was allowed to leave.
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How to Give AI Agents Autonomy Without Losing Control
The choice is not full autonomy or manual control. Good operations give agents freedom inside clear, observable, consequence-aware boundaries.
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