Journal · AI Dev Tools Reviews

AI Code Refactoring Tools: What Actually Works in 2026

AI refactoring tools speed up multi-file edits but 65% of devs hit context gaps first. Here is which tool category fits which task, and the workflow that keeps your test suite green.

4 AI Agent Examples Engineering Teams Are Actually Piloting

Devin, Replit Agent, Lindy, and Manus compared: real AI agent examples for engineering teams, with pricing, merge rates, and where each one breaks.