Context Is the New Moat

Amjad Masad, CEO, Replit, had a pretty provocative take: “Pretty soon all software will be de facto open-source.”

His point is that AI-powered reverse engineering and decompilation are getting good enough that the code itself is becoming increasingly difficult to keep proprietary. Whether you take that literally or not, there’s an interesting implication: If software becomes easier to reproduce, what actually becomes valuable? The code? Probably less so. The harder thing to reproduce is the understanding behind it.

• Why the product works the way it does.
• Why a particular pattern exists.
• What the organization considers correct.
• What should be reused.
• What shouldn’t change.
• How the experience is supposed to work.

This leads us back to context. We’ve spent decades turning organizational knowledge into software. AI is starting to turn software back into something that can be understood, modified, and recreated. Which makes the systems behind the software much more interesting. That’s one reason I think design systems are becoming more important, not less. They’re not just a collection of components. They’re a record of how an organization has decided to build. And that’s what we think is interesting about Handoff. If execution becomes abundant, does context become the moat? Because as AI makes execution increasingly cheap, the understanding behind what gets built may become the scarce part.