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 #git. Clear

Paper-cut illustration of a layered timeline of notebook pages beside a folder of loose notes and a key, connected by threads.

Project Memory

Project Memory vs Git: What Commits Can't Capture

Project memory vs git isn't an either/or. Learn the five kinds of judgment calls git structurally can't hold, and when to write a decision instead.

24 October 2026 · 7 min read

Paper-cut illustration of a small note beside a wide fan of layered folders connected by threads, with a key isolating a few sheets.

AI Coding

AI Assistant Scope Creep: Sorting a Wide Diff Into Three Piles

AI assistant scope creep turns a one-line fix into an eleven-file diff. Learn the sort to separate real work from noise before you commit.

23 October 2026 · 8 min read

Paper-cut illustration of a folder, a thread, a key, and stacked notes connecting two simple machine shapes.

Product

Project Share Link vs Clone: What Readers Can Actually See

A project share link grants the same access as a clone. Learn what renders in the browser and how to check scope before sending a project share link.

15 October 2026 · 6 min read

Paper-cut illustration of two machines stitching together a torn note card with red and blue threads, a key and folders nearby.

Collaboration

Resolving a CLAUDE.md Merge Conflict: Rules vs. Facts

Why a CLAUDE.md merge conflict isn't just a diff problem, and the simple split between rules and facts that keeps it from happening again.

12 October 2026 · 7 min read