DeepMind chief Koray Kavukcuoglu told The Information Gemini 4 is in post-training and Google wants an early release “as soon as possible,” well before end of 2026. Internal tests already run the model inside Antigravity.
At WeAreDevelopers, Docker released the Sandbox Kit Spec under Apache 2.0 and is taking it to CNCF. A Kit is an ordinary OCI image that packages an agent, its tools, and a typed list of hosts, credentials, and volumes it may reach—so pinning the image pins the agent and its permission requests together…
In Public Preview, Google Cloud API Gateway can act as a remote MCP server: annotate an OpenAPI 3.x spec, deploy, and existing REST ops become agent tools on /mcp with the same auth, quotas, and logging—no separate MCP server to run…
Darktrace found Claude Code, OpenAI Codex, AWS Kiro CLI, and Pi store conversation history client side with no check that model replies are authentic. Rewriting that history convinced agents they were mid engagement as authorized red teamers; the lab disclosed to Anthropic, OpenAI, and AWS and proposes cryptographic signing of responses…
Databricks shipped the Unity Gateway CLI so admins centrally set approved models, MCP servers, skills, and spend policies while developers launch agents with commands like ug claude or ug codex . Smart Routing claims 35% cost savings on their coding benchmark; ug cursor configures MCP only, with model traffic still on the user's Cursor account…
AutonomyAI shipped Discover Mode on Sept 24, closing its Autonomous Product Delivery loop: a PM asks (or lets it suggest) what to improve, it researches analytics, tickets, calls, and the codebase, then Plan and Build open a review ready PR that matches existing components. Engineers stay the merge gate; 170+ teams including Datadog and Nielsen already run on it…
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