Java/Python documentation parity

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

Maintenance rule

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.