Sunday, October 11Frameworks
Google has released version 1.0 of the Agent Development Kit (ADK) for Kotlin, generally available now. The release reaches feature parity with ADK 1.0 Core and adds Android-first, on-device extensions.
Read the story23:43 UTCGoogle Cloud API Gateway is in Public Preview as a remote MCP server, letting existing REST operations be exposed to agents without a separate server. Developers opt in by annotating their OpenAPI 3.x spec and deploying the gateway, which then serves MCP at the /mcp path.
developers.googleblog.com/turn-your-rest-apis-into-mcp-tools-with-google-cloud-api-gatewayGoogle 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 says the Antigravity SDK now runs agents on local models, with initial support for Gemma 4 26B A4B through LiteRT. It also supports OpenAI-compatible local servers such as Ollama, LM Studio and vLLM.
developers.googleblog.com/introducing-support-for-local-ai-models-in-the-antigravity-sdkGoogle 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-agentTypeSafe AI has raised $870 million at a $7.5 billion valuation, with Andreessen Horowitz leading the round. The company's Jev model, released September 15, is not a large language model and produces probabilities rather than text.
techcrunch.com/2026/10/09/the-maker-of-non-text-ai-model-jev-valued-at-7-5b-just-weeks-after-launchOpenCode v1.19.0 adds a command for upgrading to OpenCode 2 and changes how updates are installed. The release also includes a few bug fixes and documentation changes.
github.com/anomalyco/opencode/releases/tag/v1.19.0Lune, a Product Hunt launch, is a search and grounding service that connects AI agents to research papers from top-tier academic conferences. It works as a connector for ChatGPT, Claude and other MCP-compatible apps.
www.producthunt.com/products/lune-research