In this world, the nature of expertise changes. To stick with the example of code, writing great code will no longer be about knowing the ins and out of libraries and languages. But neither will writing great code with AI be just about prompting well. It’s about understanding how to break down problems, define success criteria, and critically... See more

Toward an “AI Team” of specialists

Today’s coding agents mostly tackle implementation: write code, fix code, write tests, etc. But the vision doesn’t stop there. Imagine a full software development pipeline where multiple specialized AI agents handle different phases of the lifecycle, coordinated by a human orchestrator . This is already on the... See more