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Google Cloud extends Agent Identity into Cloud Run with automatic Agent Registry registration

Agent Identity is moving from a standalone credential boundary into a mainstream serverless runtime. Cloud Run can now assign agent identities and register agents/MCP servers automatically, reducing custom discovery and identity plumbing while keeping the runtime integration itself in Preview.

Google’s Data Agent Kit puts data-pipeline engineering inside coding agents

Data Agent Kit turns Google Cloud’s data tooling into an agent-callable developer surface. The useful shift is portability across coding assistants, but the kit remains an open-source integration layer around Google Cloud services rather than a vendor-neutral data runtime.

Google Cloud is making every Application Integration run execute under an explicit identity

The migration turns integration identity from an implicit platform detail into an operational dependency. Teams may need new run-as accounts and `Service Account User` grants not only for runtimes but also for editors, publishers, approvers and deployment automation.

Google is temporarily restricting new Gemini API access from service accounts

The change creates an authentication compatibility boundary for server-to-server Gemini integrations: an architecture that works in an existing project may not be reproducible with a newly introduced service account, and Google has not published an end date for the restriction.

Google DeepMind is piloting double-blind frontier-model evaluations with confidential computing

The pilot attacks a persistent evaluation trade-off: labs do not want to reveal frontier-model internals, while evaluators do not want benchmark prompts leaking back to the model provider. DeepMind says a Singapore AI Safety Institute pilot kept both sides’ sensitive assets hidden during execution.

Google rebuilds its Ads API Developer Assistant as an agent plugin for live reporting and validation

Google has turned its Ads API helper into a reusable agent plugin rather than a standalone project. For developers maintaining ad-tech integrations, the material change is that agent workflows can now ground themselves in current Protobuf schemas and execute validated reporting against real Google Ads accounts instead of relying only on model memory.