okay this is the agent thing people keep handwaving
not “make the model bigger”
it’s reading all the messy production traces, finding the weird failure patterns, turning them into evals, then building better agent candidates for you to approve
traces → behaviors → evals → better agents
this is a real self improvement loop
Introducing Adaline 2.0 - The Agent Self-Improvement Layer
Adaline turns Traces into Behaviors,
Behaviors surface Issues,
Issues become auto-generated Evals Data,
Adaline then generates new agent candidates and tests them.
You review the winners and ship!