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Rivumi context pressure, compaction, and workspace reinjection

Near 85% context pressure, Rivumi has two distinct paths: the native loop can apply one bounded deterministic history fallback, while a conversation runtime with native compaction can compact after a completed turn. Both paths re-anchor the next request with workspace context.

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Agent Platform Deep Dive (Part 2) — Flow Runtime: Versioned Flows, Checkpoints, and Resume/Retry Mechanisms

Flow Runtime is the heart of Agent Platform: a Flow becomes immutable when published, each Run is bound to a specific version and preset, Steps move through a DAG according to edge conditions, every boundary saves a checkpoint, and resume/retry-step preserves the complete trace history.