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#code-review

Three connected panels on navy: a magnifier over a requirements sheet, an architecture diagram on a blueprint grid, and a code document with one highlighted line and an orange approval check.
AI
  • 14 min read

Understand, Design, Review: How We Handle AI-Generated Code

AI agents write code fast. The engineering work moved to understanding the problem, designing the architecture and reviewing the result. Here are our rules.

A code diff on a reviewer's screen, half of it tinted red to represent AI-authored lines that reviewers have not internalised.
AI
  • 7 min read

The 23.5% Problem: Why AI-Assisted Pull Requests Ship More Incidents

AI lifts PR throughput 20% and incident rate 23.5%. Net: more outages. Here are the code-review disciplines that close the gap without banning the tools.