#checkpointing

The agent framework where every run is durable, replayable, and resumable by default.

JAX/Flax NNX training infrastructure: device meshes and SPMD sharding, an Orbax checkpoint store, early stopping and callbacks, W&B and MLflow logging.

Deterministic state engine for managing conversation state and constraints in LLM applications.

Polyglot AI agent orchestration core (Rust reference + TS/Go/.NET/Python bindings) — agents, workflows, tools, checkpointing, memory, HITL, cost. A security-first LangGraph; the engine behind smooth-operator and lom.smoo.ai.