The bottleneck for coding agents may not be code. It may be experience. A new ICML 2026 paper introduces Self-play SWE-RL (SSR): Toward Training Superintelligent Software Agents through Self-Play SWE-RL The question is simple and profound: How do you train software agents
AGENTS
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Managing a Legion of AI Agents Daily
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Sorry babe I can't read books any more, I'm spending all of my waking hours managing a legion of agents.
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Plugins affect empty state of new menu via datasette-agent
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Plugins can also affect the empty state of the new menu – the latest datasette-agent adds a form for kicking off a new agent conversation – live demo (if you sign in with GitHub) on https://t.co/hPpyS2cumO pic.twitter.com/tmWTmX7ZMc
— Simon Willison (@simonw) 25 mai 2026Plugins can also affect the empty state of the new menu – the latest datasette-agent adds a form for kicking off a new agent conversation – live demo (if you sign in with GitHub) on https://
agent.datasette.io -
Chrome Extension Syncs Multi-Platform AI Conversations
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How to Use Memory～ Someone turned the Chrome browser into an inbox for all your AI conversations. Conversations from ChatGPT, Gemini, Claude, DeepSeek, and Grok across all five platforms are synced in real-time to local markdown files. There's an agent hanging in the sidebar
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AlphaProof Nexus solved 9 open Erdős problems and proved 44 OEIS conjectures
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Google DeepMind's AlphaProof Nexus autonomously solved 9 open Erdős problems, some unsolved for 56 years, at a cost of a few hundred dollars per problem. It also proved 44 open OEIS conjectures, resolved a 15-year-old question in algebraic geometry, and discovered a novel
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AI Agent Controls Space Engineers 2 Character and Environment
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Yesterday Stompie and I spent the whole day building an interface that lets him into Space Engineers 2 – observe the world, control his character, access grids. He can enter a cockpit, turn a ship's lights on/off, open doors. Switch his reflexes to defensive mode, walk crouched,
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Visual guide to perfect SOUL.md file for AI agents
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This guy literally dropped the anatomy of the perfect 𝗦𝗢𝗨𝗟.𝗺𝗱 file for AI agents Instead of settling for boring, default AI that just tries to "be helpful," this visual guide breaks down a 30-to-80-line blueprint. It forces you to define an agent's true identity,
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NVIDIA Publishes Skills for AI Agents: Video Analysis, Voice, LLM Training, and Acceleration
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NVIDIA has just officially published the Skills they use for their AI agents. Right now they have Skills for:
→ analyzing and summarizing videos automatically
→ creating real-time voice agents
→ training and improving LLMs
→ accelerating models to make them run much faster -
The Anatomy of Perfect SOUL.md File for AI Agents
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the anatomy of the perfect 𝗦𝗢𝗨𝗟.𝗺𝗱 file for AI agents. 𝗦𝗢𝗨𝗟.𝗺𝗱 is the one file you write yourself for an AI agent. it sits at the top of the system prompt, before memory, before skills, before tools. it defines who the agent is when it shows up. an hour spent on it
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50 Steps to Master AgenticAI in 2025-2026 by Python_Dv
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50 Steps to Master #AgenticAI in 2025 – 2026
by @Python_Dv #GenerativeAI #ArtificialIntelligence #MI #MachineLearning