What is multi-agent orchestration?

Multi-agent orchestration coordinates several specialised agents on one task: who runs when, what runs in parallel, and how results are combined.

Open source

How AgentOven does it

Recipes are DAG workflows. Steps can be agents, conditions, routers, fan-out and fan-in, map, sub-recipes, RAG retrieval and human gates, with retries and timeouts per step. Agents hand work to each other over A2A through the control plane's A2A gateway, whichever framework they were built in.

RecipesA2A gatewayFan-out / fan-inSub-recipes
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Agent harnessAgent loopContext engineeringMemory & sessionsTool calling & MCPHuman-in-the-loopGuardrailsEvals & test suitesRL environments & worldsModel routingAgent observabilityAGENTS.md & GitOpsBackground agents