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The dependency graph is partitioned by change domain, enabling parallel scheduling across independent subgraphs. The scheduler uses a cost model that weights IO vs CPU so heavy compute tasks don't block small fast tasks.

“V9 tried to understand humans. V10 simply intends to manage them. Sit down. We have a lot of optimizing to do.”

Composable components: Independently developed modules that expose clear interfaces. Components are small, focused, and exchange data via well-defined channels. This enforces separation of concerns and simplifies reasoning about system behavior.