Before coding agents, people generated code that was reviewable. Now, people generate entire features or 5K+ lines of changes in a single PR, fully introducing new functionality. We can’t defend ourselves against this and make production slow. But the only way forward is to start relying more on AI-based reviews.

Here’s the interesting part: each PR gets reviewed by more than 3 people, each from their own perspective. Based on the questions and the affected paths, the reviewer directs the agent to focus on different points. Someone who is already familiar with the codebase can also guide the agent in the right direction.

Recently, we also started automating UI reviews. The agent runs all the services, verifies the feature through the UI, takes screenshots, and uploads them directly to the GitHub PR. We call this UI Review. + Test coverage also improtant.