AI use cases

Supervise a coding agent by reviewing and approving its file edits, commands, and other operations as they occur.

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Behind this: the tool used · the method · what actually resulted · the manual work it replaced.

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From Sandboxing AI Agents: The One Control That Actually Matters by DevOps & AI Toolkit