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Show HN: Distill and serve small models with frontier quality for half the cost

wmo turns agent traces you already collect into continuous improvement. Start with a model endpoint at frontier quality with 40%+ lower cost. Keep improving it with world model simulations, meta-harness optimization, and model distillation.

See what it bought you against the model you were using before:

Distill your own small model into the pool with wmo optimize model , serve a single model with no routing via wmo optimize route pin , or build an optimized harness for your agent with wmo optimize harness .

Create an account at platform.experientiallabs.ai , then authenticate the CLI:

Copy an agent ID from the platform and run its current champion harness:

Hosted agents already run in platform-managed E2B sandboxes. To evaluate a local optimization in E2B, install the extra and provide an E2B key: