I Let AI Review My Code for 30 Days — Here’s What Actually Changed

A practical 30-day experiment using AI for code review: what improved, what failed, and the rules that actually make AI assistance useful in real engineering teams.

A practical 30-day experiment using AI for code review: what improved, what failed, and the rules that actually make AI assistance useful in real engineering teams.

Every few years, a new technology becomes the center of conversation in tech and business. In 2023 it was generative AI. In 2024 it was AI copilots. In 2026, the phrase you hear everywhere is AI agents. Founders are pitching…
AI code review isn’t replacing developers—it’s replacing the boring parts of review so humans can focus on what matters. Overview (What you’ll learn) How Copilot/Claude/ChatGPT differ in practice A workflow you can implement this week A security checklist for every…