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Amp lets you self-host orbs: run its agents' tools on your own machines or Kubernetes

Shipped Oct 22, amp orb provider ./dispatch.sh connects out to Amp and hands spawn, pause, and delete jobs to your own script, so the checkout, builds, and orb disks stay on your infrastructure while Amp still runs the agent loop and models; a Helm chart covers GKE, EKS, and AKS. It's free for individuals and teams, and Amp never connects into your network (docs).

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Quantum Metric MCP goes GA with 46 tools that feed real user-session context to coding and ops agents

Generally available Oct 22, the MCP gives any compatible agent 46 tools to query digital experience data, summarize user sessions, build funnels, and run monitoring agents, each returning structured data plus how the answer was produced. Teams are wiring it into coding and design agents so UX friction can be detected, fixed, and measured in a loop, and into incident triage ranked by customer impact…

Google open-sources its Elephant-Goldfish plugin: design with one long agent session, critique with stateless ones

Released Oct 22 under Apache 2.0 and used daily by thousands of Googlers, the plugin has a long context "Elephant" session co design a no code Markdown spec ( egm brainstorm , egm draft ), then sends zero context "Goldfish" sessions to explain it back, attack it, and give a go/no go before any code is written ( egm review ). It targets Antigravity first, with other environments to follow…

Anthropic donates the Agent Skills standard to the Linux Foundation's Agentic AI Foundation

Announced Oct 22, the SKILL.md folder format used by 70+ agent platforms including ChatGPT, Cursor, and GitHub Copilot now lives under AAIF alongside MCP, with the name, GitHub org, and agentskills.io domain handed over and maintainers from Anthropic, Google, and OpenAI. Anthropic says 1 million skills have been published and nearly 280 million installed; the proposed roadmap adds versioned releases, a formal proposal process, and security guidance (spec)…

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