The Sophia Archive

Manifestos
& Dispatches.

Deep dives into the intent-first era of autonomous agents. Exploring the collapse of the diff and the rise of the contract.

Manifesto

At what point do we stop reading the code?

AI writes code faster than you can review it. This is the shift from reviewing code to reviewing intent.

FEBRUARY 2026
8 min read