blog
Field notes for better code
Practical ways to check a fix, keep its reasoning, and carry useful context into the next coding session.
Does your pytest regression test catch the original bug?
Run the same test against buggy and fixed Git commits. A reproducible boundary example shows what the result tells you.
Read →How engineering teams share AI coding context across Claude Code, Cursor & ChatGPT
Rules files, wikis, and agent-memory tools each solve part of it. Here's what actually gives your team a shared, cited memory of what you've already figured out.
Read →