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Google just released Harness² (harness squared), a free open-source tool that makes AI agents better at real work without a new model. Same brain, better setup: up to +11.5 points on office work (WorkBuddy-Bench), +4.5 on JobBench and +11.8 on LAB, all from a single round of improvement. In this video I break down how it works: the propose → probe → compose loop, the 8 parts of an agent's setup it can rewrite, and the hidden second loop that makes every job teach the next one.
🚀 Want AI agents that get better at your actual work every time they run? Join the AI Profit Boardroom: get our Agent Operating System (Claude, Hermes, OpenClaw and OpenCode sharing one memory), a 30-day setup roadmap, video tutorials and 4 weekly coaching calls:
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📚 Sources
• Harness² on GitHub (google-research): https://github.com/google-research/harness2
• Harness² project page: https://harness2.github.io
• Paper on arXiv: https://arxiv.org/abs/2610.14224
• The Menon Lab: Harness²: Google's recursive agent harnessing: https://themenonlab.blog/blog/harness2-recursive-agent-harnessing-google
#AIagents #GoogleAI #ClaudeCode #AIautomation #OpenSource
Video notes + links to the tools 👉 https://www.skool.com/ai-profit-lab-7462/about
Get a FREE AI Course + Community + 1,000 AI Agents 👉https://www.skool.com/ai-seo-with-julian-goldie-1553/about
Free GEO & AI SEO Checklist! https://orders.goldie.agency/signup
Get a FREE GEO + AEO Strategy Session → https://go.juliangoldie.com/strategy-session?utm=julian
Get 200+ Free AI SEO Prompts → https://go.juliangoldie.com/chat-gpt-prompts?utm=julian
Get our free SEO Link Building Book here: https://go.juliangoldie.com/opt-in?utm=julian
Google just released Harness² (harness squared), a free open-source tool that makes AI agents better at real work without a new model. Same brain, better setup: up to +11.5 points on office work (WorkBuddy-Bench), +4.5 on JobBench and +11.8 on LAB, all from a single round of improvement. In this video I break down how it works: the propose → probe → compose loop, the 8 parts of an agent's setup it can rewrite, and the hidden second loop that makes every job teach the next one.
🚀 Want AI agents that get better at your actual work every time they run? Join the AI Profit Boardroom: get our Agent Operating System (Claude, Hermes, OpenClaw and OpenCode sharing one memory), a 30-day setup roadmap, video tutorials and 4 weekly coaching calls:
👉 https://aiprofitboardroom.com
📚 Sources
• Harness² on GitHub (google-research): https://github.com/google-research/harness2
• Harness² project page: https://harness2.github.io
• Paper on arXiv: https://arxiv.org/abs/2610.14224
• The Menon Lab: Harness²: Google's recursive agent harnessing: https://themenonlab.blog/blog/harness2-recursive-agent-harnessing-google
#AIagents #GoogleAI #ClaudeCode #AIautomation #OpenSource