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How to Get Security Approval for AI Coding Tools: A Technical Governance Blueprint (2026)

calendar_today July 22, 2026 person Codacy domain codacy

Getting security approval for AI coding tools requires replacing verbal assurances with repository-level evidence: a live inventory of which models, SDKs, and MCP servers exist in your codebase, enforced policy at the pull request stage, and exportable audit records.

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