Adaptive routing without model lock-in
Why production AI needs a decision layer between your application and an increasingly fragmented model market.
Read the field noteNotes from the
adaptive AI cloud.
Ideas, technical patterns and field notes for teams building reliable AI systems across models, memory and tools.
FIELD NOTE 01RECENT NOTES
3 essays
02
Gateway
An agent gateway has to govern more than models
Agents call tools, APIs and MCP servers. The control plane must understand every action, not only inference.
7 min read
03Memory
Better memory can mean fewer tokens
A practical memory layer is not a bigger prompt. It is a smaller, more relevant context assembled for the task at hand.
5 min read