Platform Notes · Vantage Perspectives

Why Our Agents Have No Reward Function: Score Everything, Optimize Nothing

We score every claim our agents make. We deliberately never let a score change an agent's behavior without a person in between. The gap between those two sentences is the most consequential design decision in the fleet.

Ben WaldJUL 29 202613 MIN READ

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04Platform Notes

No Standing Keys: Why No One Can Reach Your Data, Not Even Us

Most software asks you to trust that a wall between your data and everyone else's will hold. SCCR removes the wall by removing the shared room. You are the only firm on your codebase, no one holds standing keys to it, not even us, and that guarantee had to be true from the first line of code.

Ben WaldJUL 13 20267 MIN READ

04Platform Notes

The Fork Was Never the Problem: How SCCR Made Isolation Possible

Every engineer learns to fear forking. We made it the foundation of the platform. The one thing that made forking irresponsible, the cost of maintaining all those separate copies by hand, is the one thing AI just made close to free.

Ben WaldJUL 13 202611 MIN READ

04Platform Notes

Where the Human Stands: Engineering the Boundary Between People and Machines

Every firm now claims a human in the loop, but the phrase has been stretched until it means almost nothing. The real question is architectural, and it has four answers.

Ben WaldJUL 13 202611 MIN READ