Excited to welcome @FactoryAI to Interrupt! From IDE to CI/CD, delegate complete tasks like refactors, incident response, and migrations to Droids, Factory's software development agents, without changing your tools, models, or workflow.
AGENTS
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Coordination defects cause majority of multi-agent LLM failures
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Pay attention to this one if you build multi-agent systems. Coordination is as important as prompts or agent architecture. Multi-agent LLM systems fail in production at rates between 41% and 87%. The majority of those failures are coordination defects, not base-model
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Scale AI publishes a new benchmark for refactoring agents
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Scale AI published SWE Atlas Refactoring Leaderboard, a new benchmark that evaluates agent capabilities of restructuring the code. > It requires agents to produce twice as much lines of code than SWE Bench Pro. > Claude Code with Opus 4.7 tops the leaderboard followed by
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New Course on Building AI Agents with Custom UIs
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New course: Build agents that respond to users with not only plaintext, but custom UIs like charts, forms, and whiteboards, generated on demand and displayed right in the chat. This short course is built in partnership with @CopilotKit and taught by @ataiiam, co-founder of… pic.twitter.com/yUqAQ6KtLY
— Andrew Ng (@AndrewYNg) 7 mai 2026New course: Build agents that respond to users with not only plaintext, but custom UIs like charts, forms, and whiteboards, generated on demand and displayed right in the chat. This short course is built in partnership with @CopilotKit and taught by @ataiiam
, co-founder of -
OpenClaw Agents Dreaming mainstream with Claude Managed Agents
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— Shubham Saboo (@Saboo_Shubham_) 7 mai 2026
OpenClaw Agents Dreaming will now be mainstream with Claude Managed Agents. Visual explanation of how AI Agents actually dream. x.com/claudeai/statu…
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Free Playbook: Set Up AI Agents for Small Businesses with Frontier Models & Open Source Tools
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I wrote The Agentic Business Playbook for regular people who want to set up AI Agents for small businesses. Not sponsored by anything, only recommends frontier models and open source tools. You can grab it here for free! (just enter $0 at checkout)
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Skepticism about personalized AI coach/doc
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you dont like the idea of an personalized AI coach/doc?
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Hugging Face Hub crosses 4,000 public RL environments, largest platform?
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The @huggingface hub just crossed 4,000 public RL environments! Does it make us the largest platform for RL envs or are there bigger ones? Let us know what we can do to improve on the topic, it's early and we're excited to keep growing and support more! https://
huggingface.co/spaces?categor
y=agent-environment&sort=trending
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Multi-agent AI: The Quiet Second Shift to Parallel Intelligence
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The second shift is happening quietly, but it’s massive. Multi-agent AI. Instead of one system doing everything: → One agent plans your trip
→ One compares destinations
→ One finds activities Parallel intelligence. This is how AI starts to feel less like a tool and more -
Google launches AI health coach with Gemini, beats Apple
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Google releases the AI Coach in their new health app, beating Apple to the punch! Google has released an AI health coach that uses Gemini. So, essentially, a health coach that works with all (!) your health data. I think this is the first step towards a personal AI doctor and