Every product team claims to have a “single source of truth” — until documentation, design, and code drift out of sync. Version drift causes misalignment, rework, and costly product friction. Here’s how to spot it, measure it, and build the governance and systems that keep your teams truly aligned

AI tools promise to boost developer productivity — but recent evidence suggests they can introduce unseen friction that erodes those gains. This post explores why “time saved” often doesn’t equal “net efficiency,” and what engineering and product leaders can do to design for true uplift — not illusion.

It all begins with an idea.

It all begins with an idea.

It all begins with an idea.

It all begins with an idea.