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AI Architecture › L4 · Orchestration
L4 · Orchestration

Event-Streaming Backbone

An append-only, partitioned event log is the single source of truth carrying every measurement, prediction, proposal, and command through the stack.

THE STACK · click to jumpL7Ecosystem & StrategyL6Experience & VisualizationL5Applications & CopilotsL4OrchestrationL3Twin Modeling & AIL2Data FabricL1Control PlaneL0Foundation▲tlmctl▼L4 · ORCHESTRATIONEvents, workflows, rules, and human routing.1Event Streamingthe backbone2Workflow Enginecampaign procedures3Rules & Safety Boundshard limits4Human-in-the-Loopapproval routing5Schedulerexperiment campaigns6Audit Busfull decision lineageMACHINE TIECoordinates L3 outputs with L5 copilots and human operators.KRONOS FUSION ENERGYAI-NATIVE S.M.A.R.T. GENERATORORCHESTRATIONSHEET 06REV. 2026-08L4 · AI-NATIVE STACK
L4 · Orchestration — its place in the stack (left, click any layer) and its internal components (right). Telemetry rises; control descends.

Why a log, not a bus

Orchestration is built on an append-only, partitioned commit log rather than a fire-and-forget message bus. Every fact about the breeder (Hyperion) and burner (Aegis / MetroVolt) enters as an immutable, sequenced event. Consumers read at their own offset, replay history deterministically, and rebuild state from scratch. This is the substrate that makes deterministic replay and decision lineage possible.

Topic and partition model

Events are grouped into topics by domain and partitioned by a key that preserves the ordering that physics requires. For the breeder, magnetics telemetry partitions by coil-set so that a single coil's current history is a totally ordered sub-stream; for the burner, plug and throat diagnostics partition by mirror-cell. Partition key selection is a correctness decision, covered in event ordering and partitioning.

text
topic: breeder.magnetics.coil_current   key=coil_id
topic: breeder.plasma.equilibrium        key=shot_id
topic: burner.plug.field                 key=cell_id
topic: *.commands                         key=actuator_id  (single-writer)
topic: *.proposals                        key=shot_id
topic: *.audit                            append-only, never compacted

Retention and compaction

Throughput budget

The backbone is sized for the burst profile of a shot, not the average. A breeder disruption event can emit tens of thousands of high-rate magnetics samples in milliseconds; the log absorbs the burst and lets slower consumers fall behind gracefully under backpressure rather than dropping data. Real-time control on L1 never depends on the log for its microsecond loop; the log is the coordination and record plane, not the deterministic control path.

Producers are idempotent (see idempotency) so that a retried write after a network partition does not duplicate a measurement or, worse, a command.

Content reviewed August 2026 · design-and-simulation stage