A DevSecOps Playbook for AI-Generated Code
DevPro Journal, Tuesday, November 3rd, 2026
DevPro Journal offers a DevSecOps playbook for AI-generated code, covering agent permissions, hallucinated packages and dependency controls.
The article notes GitHub's Octoverse 2026 report found more than 40% of pull requests started with an AI agent's draft by September 2026, and Veracode testing of 18 AI models found an average security pass rate of 62%.
It recommends treating each agent like a narrowly scoped contractor with its own identity and token, able to open but not merge pull requests or reach production secrets.
Citing USENIX Security 2025 research on hallucinated package names, it advises installing dependencies only from a controlled private registry or proxy.
It also recommends blocking brand-new or little-used packages until approved and requiring lockfiles so dependency changes are visible.