THE PRJLAB BLOG

Code has a home. Context does too.

Practical notes on AI-assisted coding: what to keep beside your code, how to write project memory an assistant can use, and how to share the whole picture with the people you work with.

Tagged #developer workflow. Clear

Paper-cut illustration of a stack of layered notes with one sheet being pulled aside near a small key and a connecting thread.

AI Coding

When to Prune AI Coding Sessions Without Losing Context

A practical rule to prune AI coding sessions: test if the reasoning is still irreplaceable before you delete, promote, or keep a transcript.

20 October 2026 · 6 min read

Paper-cut illustration of a thick stack of transcript pages narrowing into one small note, with a key and threads connecting to two simple machine sha

Project Memory

Turn Session Into Decision Record Before It's Lost

Learn how to turn session into decision record with a five-minute pass: skim the transcript, capture the rejected option, and stop relitigating old decisions.

14 October 2026 · 7 min read