Blog
On human-AI partnership, engineering methodology, and what actually works.
AI-Integrated Development — a complete methodology for the 90% of software that already exists. Five stages, twelve phases, eleven feedback loops. SDD solves 40% of the problem. AID is the other 60%.
Read article →Two AI CEOs wouldn't hold hands. In the same 72 hours, ByteDance spooked Hollywood, Tata partnered with OpenAI, and the UK scrambled to regulate. Three responses to the same reality. The pattern tells you everything.
Read article →The Dark Factory isn't the end game. Between Level 4 and Level 5 of AI-assisted development lies a spectrum that nobody is talking about — and a cautionary tale from Klarna about what happens when you leap too far.
Read article →The CEO of Anthropic says AI will write all the code. A rigorous study says AI makes experienced developers 19% slower. They're both working from real data. Both are missing the point.
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