
Does AI Understand Your Codebase?
For sure not in the same way carbon-based lifeforms understand it. Here's how to use the agent to build the map before you change the territory.
Case studies, articles on AI development, and insights on AI-assisted coding, and software craftsmanship.

For sure not in the same way carbon-based lifeforms understand it. Here's how to use the agent to build the map before you change the territory.

Coding agents introduce a new kind of technical debt no one is really considering. The real danger isn't messy code — it's intent debt, context debt, dependency debt, and confidence debt.

Everyone wants to show progress. We track numbers, build dashboards, and celebrate achievements. But what if the very metrics you're relying on are misleading you?

So, do you need a CTO? Yes. But... you must hire for the stage you're in, not the stage you dream of.
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