Most AI coding tools fail senior Java developers for the same reason juniors do:
no feedback, no context, no standards.
In this article, I break down Compounding Engineering — a way to treat AI like a junior developer you actively teach over time:
• context discipline
• rule files as memory
• plan-first workflows
• safety nets and review
No prompt magic. Just engineering.
https://www.the-main-thread.com/p/ai-coding-tools-java-compounding-engineering
#Java #SoftwareEngineering #AI #DeveloperExperience #TheMainThread


