
calpaterson.com
August 31, 2026
11 min read
53/100
Summary
Agent memory as a file format Memoryfields - a vastly simpler way to do agent memory Many model benchmarks start from a blank context window. The tabula rasa of AI. To some extent, this makes sense, to keep the benchmarks fair. But real agents should never start from a blank context window. They should start with as much relevant information available to the agent as possible. Your AI agents shoul...