Marvin G6 | Engineering, AI & Automation

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DevSecOps

A collection of 2 issues

Ship Fast, Stay Safe: Practical Guardrails for AI-Generated Code in 2026

Practical patterns for securing AI-generated code in 2026: SAST quality gates, runtime guardrails, prompt injection defenses, and review workflows that scale.

46% of Production Code Comes From AI Agents. Here's How Teams Are Reviewing It at Scale.

When AI writes nearly half your production code, manual review can't keep up. Here is the four-gate pipeline, routing, and audit-trail approach that scales.