We publish evidence-based research grounded in DORA, SPACE, and DX Core 4 frameworks. Each paper examines how AI adoption affects engineering velocity, team health, and product outcomes — with actionable takeaways for engineering leaders and executives.
Original research on AI's real impact on engineering.
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.
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.
Next paper in progress.