Repository Instructions Are Becoming Engineering Artifacts. Treat Them Like It.
Your team already treats CI config, dependency manifests, and policy files as things that need an owner, a review, and a drift check, because they...
03/07/2026
The AI Coding Maturity Scale: The Path to Loop Engineering
Over the last few quarters, we talked to hundreds of software teams about how they're actually using AI coding agents. What surprised me was that most...
01/07/2026
Introducing Codacy Skills (Part 2): Configure your scan rules to cut PR noise
A Pull Request check is only worth having if your team trusts it. The moment people learn to wave past the gate and merge anyway, the gate stops doing...
Knowledge Bases Will Define the Next Generation of Agentic Coding
I am a big fan of knowledge bases. I’ve been using Obsidian consistently since 2020. Today, this knowledge base has 2,343 notes that I mostly wrote on...
25/06/2026
Code Review Is Dead: AI-Generated Code Needs Verification, Not Human Approval
This is part 2 of our The Future of Code Review series. Read part 1, AI Is Breaking Code Review: How Engineering Teams Survive the PR Bottleneck, here.
23/06/2026
We Scanned 34,266 Repos. 1 in 4 Orgs Showed Gaps In AI Agent Config Files
Teams are shipping code with AI coding assistants such as Claude Code, Cursor, and GitHub Copilot, increasingly guided by repository-level instruction...
.svg)
