The developer who uses AI to write faster is an asset. The team that uses AI without discipline is a liability. "Move fast and break things" is a fine philosophy for a startup MVP. It is a catastrophic one for production software that handles real users, real data, and real money. AI can accelerate your coding speed by 10x — but it cannot replace the engineering discipline that keeps those 10x more lines of code from becoming 10x more problems. Vibe coding is real, it is exci

AI coding agents — from GitHub Copilot to Devin — have crossed a threshold. This is the practical guide to which tools do what, how to restructure your team around them, and where the real pitfalls are.

"The question is no longer whether AI can write code. The question is whether AI can own the entire process of building software — and what that means for the humans alongside it."