Awesome AI AgentsAI Agent Orchestration

Agent-Field/agentfield

⭐ 2559 Go repository created 2025-11-05

AgentField is an open-source control plane that makes AI agents callable like ordinary services. Agent logic is written as plain functions in Python, Go or TypeScript, with no domain-specific language, YAML or graph wiring, and the platform turns each function into a REST endpoint while supplying the surrounding production infrastructure: routing, coordination, memory, asynchronous execution and observability. The Python example shows an Agent object created with a node identifier, a version string used for canary deploys, A/B testing and blue-green rollouts, and an AI configuration naming the model. Inside a decorated reasoner function, app.ai calls the language model and can return structured output validated against a Pydantic schema, while app.call routes to other agents or recursively back to the same agent through the control plane, so a recursive research function fans out into distributed branches gathered with asyncio and then synthesised back into one answer. A depth cap keeps the fan-out bounded. The stated design goal is that one request can spread to thousands of agents with the control plane queueing, retrying and tracing every branch, without the developer setting up a broker, a queue or timeouts. Installation is a shell script; on macOS it also registers the control plane to start at login under launchd and adds a menu-bar icon, with a service command to stop and check status and a flag to skip the tray. A slash command integration lets coding assistants such as Claude Code, Codex, Gemini CLI, OpenCode, Aider, Windsurf and Cursor take a plain specification and generate a Docker Compose stack containing the agent, the control plane and a working REST endpoint. Recent additions include harness orchestration for multi-turn coding agents. SDKs exist for Python, Go and TypeScript alongside a REST API.

https://github.com/Agent-Field/agentfield

orchestrationcontrol-planemulti-agentgorest-apiinfrastructure

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