System Surface

[ ORCHESTRATION ]

Coordinated multi-agent execution integrating inference, tracing, and system control.

Definition

Execution is coordinated across agents, services, and system layers under controlled flow.

[ EXECUTION MODEL ]

Orchestration & Execution Flow

Workflow LayerExecution Layer

A coordinated execution pipeline that defines workflows, assembles context, dispatches tasks across agents and services, manages branching and recovery, and produces auditable outcomes with full execution traceability.

[ CONTROL MODEL ]

  1. 01.Workflow definition is loaded with current state graph
  2. 02.Tasks are routed to agents by capability and policy
  3. 03.Execution context is synchronized across system boundaries
  4. 04.Trace checkpoints are emitted through each stage
  5. 05.Final state is committed with full orchestration lineage

[ CORE CAPABILITIES ]

noirstack-cascade-sdkv0.1.4

orchestration and workflow execution

pip install noirstack-cascade-sdk
PyPI Package
aitracer-sdkv0.1.0

cross-system traceability

pip install aitracer-sdk
PyPI Package
reconkitv0.1.0

structured data flow into execution paths

pip install reconkit
PyPI Package

System Mechanics

  • Multi-agent workflow coordination
  • Task routing across execution paths
  • State-aware execution and recovery
  • Integrated tracing across all operations

System Components

  • Workflow orchestration engine
  • Agent coordination layer
  • Execution state management
  • System-wide tracing integration

[ SYSTEM LAYER ]

All operations execute in coordinated, traceable, and controllable workflows.

[ CAPABILITY NAVIGATION ]

Move laterally across the four primary capability areas without returning to the landing surface.