Skip to content Skip to primary navigation

Code quality

All insights
How I turned my AI agent from a very fast, very confident intern into a senior engineer
How I turned my AI agent from a very fast, very confident intern into a senior engineer

Fast AI output is easy. Reliable software is not. This post explores how spec-driven development adds the structure needed to turn rapid prototypes into production-ready systems.

6 mins
The AI Gell-Mann effect
The AI Gell-Mann effect: the danger of plausible code

AI-assisted software development is accelerating, but it also introduces hidden risk. The Gell-Mann amnesia effect explains why developers catch errors in familiar code but trust AI-generated infrastructure, config, and tooling. “It works” is not “it’s correct”.

3 mins