Research

Original research on AI's real impact on engineering.

PaperMarch 202610 min read

Ship Faster, Hire Less: AI-Native Engineering for CEOs

The Math That Keeps CEOs Up at Night

You're spending 40-60% of your budget on engineering. AI was supposed to change the equation. Here's why it hasn't yet, and what the companies getting real results are doing differently.

Capital EfficiencyAI AdoptionEngineering ROIProduct Velocity
Read paper
PaperFebruary 202615 min read

Measuring Engineering Productivity in the AI Era

AI Is Here. So Why Does It Feel Like Nothing Has Changed?

As AI reshapes how software gets built, the way we measure the people building it must evolve too. Here's why most metrics fail, and what the latest research says actually works.

DORASPACEDX Core 4Five-Metric SystemGoodhart's Law
Read paper
Coming soon

Next paper in progress.