Multi-Agent Workflows

Workflows coordinate multi-step, multi-agent execution. They are more structured than task chaining and are meant for work that needs explicit stages, quality gates, retries, budgets, or handoffs.

Strategies

StrategyMeaning
SequentialRun steps in order.
ParallelRun independent steps concurrently.
HybridMix sequential and parallel stages.
AdaptiveLet the system choose based on task analysis.

Step Types

Step TypePurpose
ExecuteRun a task with an agent.
ReviewReview a previous output.
VoteLet multiple agents vote on a decision.
MergeCombine outputs from parallel steps.
GateEnforce pass/fail quality behavior.
HandoffSummarize context for the next agent.

Workflow Controls

Workflow configuration can include max retries, quality threshold, cost budget, timeout, auto-rollback, and adaptive routing. These controls matter because workflows can generate more work than a single task.

When To Use Workflows

Use workflows when the work has a known structure and needs coordination. Use task chaining when one task should simply trigger a known next task.

PageWhy It Matters
AgentsWorkflows coordinate agents.
Task ChainingChaining is simpler parent-child automation.