2026-02-19
Working with a Coding Assistant
Small feedback loops make automated code changes safer.
A productive coding loop begins with a narrow goal, repository context, and executable checks. The assistant can inspect, edit, and test, while the developer reviews behavior and tradeoffs. Small patches reveal mistakes early and preserve a clear connection between a requirement, its implementation, and its verification.