Conductor-agent examples

July 27, 2026 ยท View on GitHub

Runnable Python examples for durable Conductor agents. Start a server, configure the provider integration on that server, then use the canonical environment names:

export CONDUCTOR_SERVER_URL=http://localhost:8080/api
export CONDUCTOR_AGENT_LLM_MODEL=openai/gpt-4o-mini

Start here

ExampleDemonstrates
01_basic_agent.pyA minimal agent and runtime.run().
02a_simple_tools.pyPython worker tools.
05_handoffs.pyAgent handoffs.
09_human_in_the_loop.pyApproval and resume.
57_plan_dry_run.pyCompile without running.
63b_serve.pyDeploy and serve workers.

Run an example from this directory: python 01_basic_agent.py. For production, deploy with AgentRuntime.deploy() and run workers with AgentRuntime.serve(); the Conductor CLI manages the server with conductor server start.

Framework-specific examples are in ADK, LangGraph, and OpenAI Agents SDK. Review tool side effects before using real credentials.