Field notes on building
AI-native engineering teams.

The AI Upskilling Market Hit $97B. Most Programs Still Don't Work.

The world is racing to upskill its workforce for AI. The platforms are scaling, the budgets are growing, and the outcomes are still missing. A reading of the 2026 reskilling research, and what we think it actually says.