OX Security audited 15,465 published MCP servers and found 15.6% of hostnames resolve outside the U.S. (including China and Russia), plus home-network tunnels and six abandoned domains for as little as $4—infrastructure agents can reach with little enterprise governance.
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…
Cursor says harness changes—trimming 66% of the system prompt, loading rarely used built in tools on demand (the same approach that cut MCP session tokens 46.9%), tighter prompt caching, and numbering only every tenth line—cut user token costs by 7% with no quality drop…
Moonshot AI released open weight Kimi K2.6 on Kimi.ai, the API, Kimi Code, and Hugging Face, aimed at long horizon coding (demos hit 4,000+ tool calls over 12+ hours) and agent swarms that scale to 300 parallel sub agents across 4,000 coordinated steps…
Google’s Antigravity SDK now runs agentic workflows fully offline with LiteRT and Gemma 4 26B A4B (plus Ollama, LM Studio, or vLLM via OpenAI compatible backends). A hybrid demo keeps code on device: Gemini 3.8 Flash plans in the cloud while local Gemma instances audit and patch, with 97% of tokens staying offline…
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