CSE Roadmap

Core tier · about 4 hours · 6 parts

Part 2 of 6 · 2 min read

Definitions and setup

Covers: Definitions; The five shapes.

Definitions

Orchestration shape, workflow pattern, autonomous pattern

  • Orchestration shape: the structure that decides which agent acts next and what it sees.
  • Workflow pattern: the path is fixed in code (sequential, conditional, parallel).
  • Autonomous pattern: agents choose the path at run time (plan-based orchestration, handoff, group chat).

Router, orchestrator, worker, handoff, critic

  • Router: classifies the task and sends it to one agent.
  • Orchestrator: decomposes the task, dispatches parts and combines the results.
  • Worker: executes one part.
  • Handoff: one agent transfers control, and usually context, to another. Agents can be modelled as tools of one another.
  • Critic: an agent that evaluates another agent's output and accepts or rejects it.

Decomposition, hop limit, critical path

  • Decomposition: splitting a task into parts that different agents handle.
  • Hop limit: a cap on the number of handoffs in one task, so control cannot bounce forever.
  • Critical path: the number of calls that must happen one after another for one task.

The five shapes

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orchestration shapes: who decides what happens nextSingle agentagentone call per ticketRoute (workflow)routerspecialistcode decides the pathOrchestrator-workersorchestratorworker Aworker Bplan, fan out, combineHandoffrouterspecialist Aspecialist Bagents pass controlOrchestrator + criticorchestratorworkercriticworker and critic loopSingle agentno coordination; one prompt must cover every domainRoutecheap and predictable; one specialist per ticket, so a ticket needing two domains cannot be completedOrchestrator-workersdecomposes at run time; the orchestrator is a single point of failure and its context holds every brief and resultHandoffno central bottleneck and misroutes can be recovered; control can bounce, so it needs a hop capOrchestrator + critica second opinion per part; costs calls and latency, and a poor critic makes results worse
The five shapes and the failure each is known for.