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The CodecFlow flywheel

CodecFlow grows through a simple loop: more builders create robot workflows, those workflows generate data, the data improves models, and better models attract more builders.

  • Builders use SimArena to create robots, scenes, and datasets.
  • Compute demand flows through Fabric for simulation and training.
  • Runtime workflows move toward optr for deployment.
  • Open-source contributors improve tools, integrations, models, and examples.
  • $CODEC aligns access, and marketplace incentives.

The result is a shared robotics stack instead of isolated projects rebuilding the same infrastructure.