The architecture, geometry, and math of what we build.
How we replace a model's weight grids with rotations, and why that makes it more compact and adaptive, with structural stability that holds before a single step of training.
READ THE FULL NOTE →Claude Code and opencode are excellent agents — but they live inside one loop. Production needs what sits above it: durable pipelines, approval gates, checkpointing, and reliability metrics. We map the five canonical agent workflows onto a declarative engine that runs any CLI agent as a composable step.
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