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 #ai-agents. Clear

Paper-cut illustration of a fenced folder being breached by a thread reaching toward a key and another folder.

AI Coding

CLAUDE.md Guardrails: Why They Fail and How to Rewrite Them

Most CLAUDE.md guardrails get silently overridden. Learn to rewrite prohibitions with a trigger, scope, and reason so they actually hold.

8 October 2026 · 7 min read

Paper-cut illustration of a folder with one pinned note above a loose pile of notes, a thread to a key, and two machine shapes reaching for different

AI Coding

Why Your Assistant Ignoring CLAUDE.md Isn't a Loading Bug

Fix an assistant ignoring CLAUDE.md with four causes and ten-minute fixes: buried rules, missing reasons, stale contradictions, and multi-agent drift.

4 October 2026 · 7 min read