Reasoning Kernel
A deterministic planning substrate with differentiable memory and structured introspection hooks.
Shrevia OS · Runtime
Shrevia OS is a composable stack of research-grade primitives — each released as an internal framework, hardened through replay, and aligned around a single substrate for reasoning at scale.
fig. 02 — runtime stack · six primitives
shrevia-os ~ % runtime --status
[boot] reasoning.kernel ........ loaded
[boot] context.graph ........... loaded
[mesh] agents: 14 nodes · replay: deterministic · audit: on
[policy] constraints verified across runtime boundaries
shrevia-os ~ %
01 — The stack
Every layer is specified formally, instrumented for deterministic replay, and promoted only after surviving cross-domain ablation.
A deterministic planning substrate with differentiable memory and structured introspection hooks.
Episodic, semantic, and operational state unified into a single queryable representation.
Coordination fabric for 10³–10⁶ agents with deterministic replay and audit trails.
Elastic key-context store — vector, relational, and episodic retrieval under one contract.
Declarative, verifiable constraints over autonomous decisions across runtime boundaries.
The integration surface where every primitive converges into a single runtime.
Co-development
Shrevia operates as a long-horizon research lab. We do not ship products on quarterly cycles — we publish frameworks, ship internal runtimes, and co-develop autonomous systems.