
Why coding agents keep making your codebase worse
AI is rotting your code quality.

AI is rotting your code quality.
Best Practices
AI-generated boilerplate is seductive because it collapses the visible cost of getting started. Y...

Stop letting AI agents ruin your code.
Decision framework
Engineering leaders are being pushed toward a concrete operating choice: keep AI work as isolated...

Modernizing legacy systems with AI

Fast code is breaking your system.

AI code works but may be broken.
Best Practices
AI coding tools can make software feel cheaper to produce, but the real bottleneck shifts fast: a...

Agents aren't magic. Here's why.

Code is debt. Stop writing it.
Deep dive
AI coding tools are making individual engineers faster. The problem is that organizations often s...
Deep dive
For AI teams, founders, and investors, the tempting move is obvious: optimize for cleaner margins...

Full automation ruins codebases.

Can we safely let AI rewrite our code?

Your AI prompts are rotting.

Stop shipping your way to failure