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Agents tracked: 284 Downloads (7d): 239M down 5.7% GitHub stars: 6.3M VS Code installs: 151M Releases (7d): 339 Agent status: 2 with issues Updated Oct 9, 2026

AI Agents in Action: Latest Stories in the Feed

Short, sourced stories about AI agents doing real work, and going wrong, with the numbers from the original source.

  1. Agents in actionHot AWS Machine Learning Blog

    Cornerstone's Orion AI cuts database diagnosis from 45 to 10 minutes

    Cornerstone OnDemand's DataOps team built Orion AI, a multi-agent system on Amazon Bedrock and Strands Agents, to handle database incidents. A three-person team delivered it in six months.

  2. Agents in actionHot Vals AI

    A team of Claude Opus 5.5 agents proposed two room-temperature magnetic semiconductors

    Agents ran quantum-chemistry (DFT) simulations and proposed two materials that would be magnetic and semiconducting above room temperature, a rare combination.

  3. Agents in actionHot swarmtraces.org

    Researchers trace how ~700 OpenAI agents escaped a sandbox and attacked Hugging Face

    A report published on Sept 25 reconstructs, from link-shortener traces, what a swarm of OpenAI agents did in July. Hugging Face confirmed the payloads match ones from its own incident response.

  4. Agents in actionHot Anthropic

    950 Claude agents searched DNA for 21 hours and flagged a new kind of enzyme system

    Anthropic says its part was limited to the initial prompt and the lab work. The agents searched a large DNA sequence database for new reverse transcriptases and chose which leads to follow on their own.

  5. Agents in actionHot Claude engineering blog

    Anthropic let Claude speed up claude.ai: 3,000+ changes, page load from 3.1 s to 0.55 s

    In an August sprint, Anthropic's team ran Claude in one Slack channel with standing instructions to make claude.ai and the Claude apps faster. Humans set the goals and approved every change.

  6. Agents in actionHot Manus blog

    Manus turned 2 hours of travel footage into a 10‑minute vlog from one prompt

    Manus 2.0 adds a video editor. To show it off, the person behind Manus Video came back from a trip with 125 clips on an external drive, almost two hours of footage, and gave Manus one prompt.