Most people think of AI as a chat tool, or more recently, AI agents and coding tools. But ChatGPT arrived in 2022 and we are only just past one year for commercial AI agents and coding tools like Claude CoWork and Claude Code that can drive real business value. To...
I measured a month of my own AI usage: 4.57 billion tokens across 30 days. The most useful thing I found had nothing to do with which model I picked. Most advice about controlling AI cost is advice about prompting. Write tighter instructions. Pick a cheaper model....
My AI architecture is deliberately simple. Four decades of technology commercialization domain experience is the reason it works. There is a dubious pattern making the rounds among AI “vibe coders”: stand up a team of autonomous agents, assign each one a role – a...
