Google has published a set of tools around its Developer Knowledge API, which provides official Google documentation to agents and developer tools. The toolset includes a gcloud CLI surface, an agent skill, API Explorer, and client libraries in several languages.
developers.googleblog.com/supercharge-your-development-with-the-google-developer-knowledge-api-ecosystemGoogle has put Agent Anomaly Detection into Private Preview on its Gemini Enterprise Agent Platform, a reasoning-based layer that audits what deployed agents do during a session. The tool flags behavioral anomalies, suspicious intent and policy violations without adding runtime latency.
developers.googleblog.com/agent-anomaly-detection-now-in-private-preview-on-the-gemini-enterprise-agent-platformGoogle and Speakeasy have released Speakeasy's OpenAPI client generator suite as open source under the AGPLv3 license. The suite generates SDKs, standalone agent-friendly CLIs and MCP servers from OpenAPI specs, following a shutdown that forced Google to rework its own SDK pipeline.
developers.googleblog.com/why-client-sdk-generation-belongs-in-the-openGoogle has released AQuA (Ambient Quality Agent), an open set of building blocks that runs beside a deployed agent in the user's own Google Cloud project and sweeps production sessions for recurring failures. It groups findings into verified insights and can trigger root-cause analysis that cites lines in the deployed source snapshot.
developers.googleblog.com/the-outer-loop-insights-first-an-ambient-quality-agent-that-diagnoses-your-production-agent