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Serving an ADK Agent to AWS and Azure
The article outlines the deployment of a Google ADK agent on Cloud Run and its interaction with AWS and Azure through the A2A protocol. It highlights deployment challenges, issues of interoperability among agents from different platforms, and performance discrepancies. The research indicates that while the agents can communicate, significant hurdles remain due to differences in platform handling and execution efficiency.
MonitorConfidence: MediumShort term horizon
Published 23 Aug 2026, 20:50 UTC11 min read
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Summary
TL;DR
- Google ADK agent deployed on Cloud Run.
- Interoperability tested with AWS and Azure agents.
- A2A protocol facilitates communication among agents.
- Deployment challenges highlighted in performance metrics.
- Significant variances in execution speed and reliability detected.
Interesting facts
- ADK agents are model-agnostic and deployment-agnostic.
- Performance issues arise primarily from cloud service architecture.
- The A2A protocol allows different frameworks to interact.
- Cloud Run's token minting eliminates the need for stored credentials.