Why Static AI Rule Files Like AGENTS.md Are Failing (and What Actually Works)

· Qodo · April 16, 2026, 12:41 p.m.
General coding practices AI in software development Static Rule Files Development Strategy
Summary
This blog post critiques the common practice of using static AI rule files (like AGENTS.md) to guide AI coding agents, arguing that this approach often fails. It suggests more effective strategies for improving AI coding practices.
Read full post on www.qodo.ai →
AUTHOR
Advertise
Sponsor diff.blog
Put your product in front of developers who read and write about their craft. One exclusive sponsor at a time.
Become a sponsor →