experientiallabs/world-model-optimizer
★ 8,837 stars
Covered in week 2026-W35 · the 2026-08 report
Build continually improving models on your agent traces by distilling frontier open models
What world-model-optimizer is
Experiential is an open source gateway and router for agent workflows
From the repository README · read it on GitHub →
Transcript
World Model Optimizer transforms agent traces into models you own by leveraging OTel traces and Tinker API to distill frontier open models. Register providers, tune routers with wmo optimize route sweep, serve via wmo serve, and distill custom models into your pool while maintaining frontier quality at 27% lower cost. Build models that improve continuously.