MAF v1 — Magentic Orchestration (Python + .NET)
Use Magentic orchestration for autonomous planning: a manager keeps facts, delegates to workers, reassesses, and replans when stuck.
Orchestration
MAF v1 — Handoff Orchestration (Python + .NET)
Let a Triage agent route the conversation to Math or History specialists, handle handbacks, and guard against loops in production.
MAF v1 — Group Chat Orchestration (Python + .NET)
Use a centralized manager to pick speakers each round, compare round-robin and agent-driven strategies, and cap runaway loops.
MAF v1 — Sequential Orchestration (Python + .NET)
Use SequentialBuilder or BuildSequential to pass one conversation through Writer, Reviewer, and Finalizer agents without hand-built adapters.
MAF v1 — Concurrent Orchestration (Python + .NET)
Fan one input out to an expert panel, aggregate the responses, and keep wall-clock time bounded by the slowest branch cleanly.
Multi-Agent Architecture: Orchestration and the A2A Protocol
Revised with .NET examples — A newer version of this article, covering both Python and .NET, is available as part of the MAF v1: Python and .NET series: MAF v1 — 14-handoff-orchestration, MAF v1 — Putting it all together (Ch21).
Graph-Based Workflows -- Beyond Simple Orchestration
Revised with .NET examples — A newer version of this article, covering both Python and .NET, is available as part of the MAF v1: Python and .NET series: MAF v1 — 09-workflow-executors-and-edges, MAF v1 — 10-workflow-events-and-builder.
