The Python SDK follows the same documentation information architecture as the Java SDK while mapping instructions to the Python public API. This page makes the intentional differences explicit so a missing page is not mistaken for support.
| Java documentation capability | Python documentation counterpart | Status |
|---|---|---|
| Server, connection, quickstart, workflows, workers, lifecycle, testing | Core guides | Supported with Python APIs |
| Schema client, schedules/events, reliability, security, deployment, observability, debugging | Operations guides | Supported where the target server exposes the capability |
| Agent concepts, runtime, API/client, definition contract | Conductor agent guide | Supported with Python APIs |
| Google ADK and framework bridges | Framework bridges | Python includes Google ADK, LangChain, LangGraph, OpenAI Agents, and Claude Agent SDK bridges |
| Workflow-scoped FileClient | Compatibility | Not currently exposed as a public Python client |
| Spring and Spring Boot integration | Compatibility | Java-specific; use Python application hosting patterns instead |
When adding a Java-style guide or a Python capability, update this map and the documentation hub in the same change. Do not claim a Java-only client or framework feature is available in Python.