Directions

How AI reshapes the way developers think, collaborate, and get unstuck — what changes, what stays the same, and what to design around.

Core ML research that powers verification, generation, and reasoning in our tools — papers, benchmarks, and the teams behind them.

Prototypes, studies, and instruments that bridge research findings into the products millions of developers use every day.