The author argues for splitting mechanical and “real” changes into separate, even temporarily broken, commits to make code reviews simpler. By using squash-and-merge, you get a clean long-term history while reviewing a step-by-step narrative that’s easier to validate.

Ultraplan is a research-preview feature in Claude Code v2.1.91+ that drafts a plan for your codebase remotely. You launch it from the CLI, review and comment on the plan in a browser interface, then choose to have Claude implement it on the web or send it back to your local terminal for execution.

Non-programming leaders starting to contribute to code with LLMs can increase iteration speed and introduce diverse perspectives, but this also risks compromising the implicit architecture of the codebase. As more non-engineers make changes, maintaining design intent and code maintainability becomes a challenge, requiring developers to adapt their roles to focus on architectural oversight. Despite these risks, democratizing coding could lead to better solutions as more perspectives are included in the development process.