Category: CI and Release Gates

CI and release-gate practices for testing AI-generated changes, enforcing approvals, preserving evidence, and planning safe rollback.

AI code review automation - local review gate for software development security

AI Code Review Automation: How to Build a Local Review Gate Without Cloud Tools

AI-generated code is everywhere now — from Copilot suggestions in your editor to full functions from ChatGPT and Claude. The problem is not the code itself; the problem is what slips through when nobody builds a real review gate before merging. Most teams assume they need a cloud-based SAST platform or an enterprise CI pipeline
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AI coding agents and supply chain risk: how to verify dependencies before merging — thematic free stock image

AI coding agents and supply chain risk: how to verify dependencies before merging

AI Coding Agents and Supply Chain Risk: How to Verify Dependencies Before Merging When an AI coding agent adds a dependency to your project, it does not tell you whether that package is maintained, whether it has known vulnerabilities, or whether it was published by a trustworthy author. It just adds the line to your
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