Tag
Orchestration
7 posts filed under 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 — Magentic Orchestration (Python + .NET)
Use Magentic orchestration for autonomous planning: a manager keeps facts, delegates to workers, reassesses, and replans when stuck.
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
How to build an orchestrator that routes requests to specialist agents, and the A2A protocol that makes agent-to-agent communication standardized.
Graph-Based Workflows -- Beyond Simple Orchestration
Move from LLM-driven routing to deterministic graph-based workflows -- sequential pipelines, parallel execution, conditional branching, and state management.






