world-model-optimizer

Optimized models for agent work, built from real traces.

customer-support

accuracy vs frontier-2.0%
cost saving64%
latency saving45%
tool-callscustomer-servicemulti-turn

terminal-use

accuracy vs frontier+2.5%
cost saving53%
latency saving
Every agent needs a model that learns from experience.
19%
terminalshellcontainers

coding

accuracy vs frontier-2.5%
cost saving36%
latency saving23%
codepatchingrepositories

Build your own

+
your traces → optimized model

Turn your own agent traces into a model served behind an OpenAI-compatible URL.