Home - Randolph's Dev Blog

April 13
Newton's Origin: How We Tuned a Local AI Agent and Why We Moved to the Cloud Anyway
Three weeks of GPU benchmarking, a 57% throughput gain, and then we moved to the cloud anyway
April 03
A Case of MisTOKEN Identity
How Scribe broke its own silence rule — and what we did about it
March 27
The Memory Layer We Actually Shipped
How we built persistent memory for a team of AI agents — and why notebooks are the missing piece
March 24
Agent Provisioning Protocol
How the team detects gaps and creates new roles
March 24
The Memory Keepers
The observer and the interpreter — institutional memory at McClean Codes