Human Approval and Escalation in AI Workflows
Approval is a protocol, not a click. Define what the reviewer sees, who may approve, what invalidates an approval, what silence means, and what the audit records.
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Coding Agent Permissions and Sandboxing
A coding agent turns model output into actions. This guide shows how isolation, scoped credentials, argument-level tool rules, audit, and limits bound what a steered agent can do.
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Integrating AI Coding Tools with Repositories
Before an AI coding tool touches enterprise code, decide what it can read, what leaves the machine, how long copies persist, and how you would audit it afterward.