Announcing MCP Toolbox Java SDK v1.0: Agentic data access for the enterprise
cloud.google.com·6d ago

TL;DR
Google Cloud has launched Cloud Run instances, enabling developers to deploy personal AI agents with dedicated, long-lived runtimes. This solution offers a cost-effective alternative to traditional virtual machines.
✦ Why It Matters
Start deploying your personal AI agents on Cloud Run instances for efficient, cost-effective management.
Key Takeaways
How It Works
Cloud Run instances provide a dedicated runtime environment that runs a single instance continuously, allowing for stateful applications to operate without interruption. Each instance is assigned a stable HTTPS URL, which remains unchanged even after updates or restarts, facilitating seamless user interaction.
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