# Graph Workflows in ADK: Everything You Need to Know

Publisher-attributed story with a reviewed brief or permitted publisher paragraph. The original publisher is responsible for the linked reporting.

- Publisher: Google Cloud
- Author credit: Annie Wang; Shangjie Chen
- Category: Cloud
- Original publication time: 2026-09-29T16:00:00Z
- First observed by NexusTechWire: 2026-10-01T20:28:44Z
- Original source: https://cloud.google.com/blog/topics/developers-practitioners/graph-workflows-in-adk-everything-you-need-to-know/
- NexusTechWire record: https://nexustechwire.com/news/news-81965947e86ef04d9bc4

## The brief

Google’s ADK tutorial shows how to turn an agent-driven refund process into an explicit graph of functions, agents and decision points. Independent lookups run together, while policy decisions can stay in deterministic code and ambiguous cases pause for human review. The walkthrough also distinguishes predefined graph routes from Python-driven orchestration that schedules additional work as results arrive.

AI-assisted NexusTechWire summary, checked against the linked source on 2026-10-01T21:15:23.306Z. Not independent reporting.

Read the full original: [Google Cloud](https://cloud.google.com/blog/topics/developers-practitioners/graph-workflows-in-adk-everything-you-need-to-know/)

This record does not reproduce the complete article or represent independent confirmation of every source claim.