Secrets Management

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How to Use AI Coding Assistants Safely in Large Software Projects

AI coding assistants now write a large share of committed code, and the incidents are real: a production database deleted in nine seconds, prompt injection that switched off approvals, and hallucinated packages waiting to be registered. This guide sets out the permissions, sandboxes, secrets handling, dependency checks, review gates and phased rollout that make AI coding safe in large software projects.

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