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2026-09initial curated snapshot
Explore the orchestration layer
Different tools optimize for different levels of control, autonomy and infrastructure integration.
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Editorial note. This Explorer is a curated discovery resource, not a ranking. Capabilities are simplified from official project documentation and can change. Always verify production requirements against current vendor or project documentation.
Common orchestration patterns
Architecture patterns matter as much as framework choice.
Supervisor → Workers
A coordinating agent delegates specialized tasks to worker agents and aggregates results.
Sequential Workflow
Explicit stages run in order for predictable, auditable execution.
Parallel Agents
Independent subtasks execute simultaneously before a synthesis step.
Evaluator Loop
Outputs are checked and retried, revised or routed to an alternative model.
Human Approval
High-impact actions pause until a person reviews and approves execution.
Dynamic Routing
Requests are sent to models or providers based on task, capability, cost or latency.