Oki now how to put it in production ?
TOOLS
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Real AI Agent Impact Examples That Will Amaze You
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I have a very long list of real AI agent impact that I've been collecting. Here are some that will make your jaw drop. – Fixed a production bug from a tweet screenshot while the dev was on vacation in Morocco. He didn’t have a laptop. Just a phone notification and an agent that handled it – Negotiated a car purchase. An AI agent went back and forth with the dealership. Saved the human $4,200 on a Hyundai Palisade. The car dealer did not know they were negotiating with AI – Generated 1,000 hyper-targeted sales leads for $6 – Built a full YouTube analytics dashboard overnight. Owner woke up, opened their browser, and it was ready As creator of OpenClaw @steipete put it: 'It is just like having a new weird friend that is also really smart and resourceful that lives on your computer.' If you wanna learn more about AI agents, join my free workshop on March 25 at 12pm ET: events.alliekmiller.com/
→ View original post on X — @alliekmiller, 2026-03-19 17:28 UTC
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Cursor’s Composer 2 Competes with GPT-5.4 at 10-20x Lower Cost
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Cursor's new in-house model now competes with GPT-5.4 and Opus 4.6 on coding. The difference: it's 10-20x cheaper to run. Composer 2 Fast output tokens: $7.50 / million. GPT-5.4 Fast: $75. Opus 4.6 Fast: $150. Terminal-Bench 2.0 scores: Composer 2 at 61.7, Opus 4.6 at 58.0,
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Perplexity’s Real-Time Health Dashboard: The Future of Medicine
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this is the future of medicine, a real-time dashboard for your health that interacts with your prior medical history
— Rand (@rand_longevity) 19 mars 2026
we really are gonna make it https://t.co/82Q61pTiXcthis is the future of medicine, a real-time dashboard for your health that interacts with your prior medical history we really are gonna make it Perplexity (@perplexity_ai) Perplexity Computer now connects to your health apps, wearable devices, lab results, and medical records. Build personalized tools and applications with your health data, or track everything in your health dashboard. — https://nitter.net/perplexity_ai/status/2034668608375382346#m
→ View original post on X — @aravsrinivas, 2026-03-19 17:21 UTC
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LangSmith Fleet: Enterprise Workspace for Managing AI Agents
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Introducing LangSmith Fleet: an enterprise workspace for creating, using, and managing your fleet of agents.
— LangChain (@LangChain) 19 mars 2026
Fleet agents have their own memory, access to a collection of tools and skills, and can be exposed through the communication channels your team uses every day.
Fleet… pic.twitter.com/bvrHqelj3eIntroducing LangSmith Fleet: an enterprise workspace for creating, using, and managing your fleet of agents. Fleet agents have their own memory, access to a collection of tools and skills, and can be exposed through the communication channels your team uses every day. Fleet
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Cyberpunk robot prompt as a potential Copilot feature
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"cyberpunk hacker robot working in front of many monitors" test. Would be a nice upgrade for Copilot!
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RAI Institute’s UMV Vehicle Achieves Advanced Movement Control with AI
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Absolutely incredible work. This is a lot more impressive than dancing humanoids (and it's from the folks that pioneered the dancing humanoid). RAI Institute (@rai_inst) It was great to see our name amongst the other “AI Native” companies during @Nvidia’s #GTC keynote. NVIDIA Isaac™ Lab helps us train reinforcement learning policies that enable the UMV to drive, jump, flip, and hop like a pro! — https://nitter.net/rai_inst/status/2034646341763133873#m
→ View original post on X — @willknight, 2026-03-19 16:46 UTC
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OpenAI acquires Astral: uv, ruff, and Typer tools
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Thoughts on OpenAI acquiring Astral and uv/ruff/ty
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Smartphones Can Predict Mental Health Crises in Advance
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Stanford scientists discovered that smartphone patterns can predict mental health fluctuations in advance, even before a crisis hits. Their new open-source platform could lead to apps that give you real-time, personalized support exactly when you need it: hai.stanford.edu/news/what-y… [Translated from EN to English]
→ View original post on X — @stanfordhai, 2026-03-19 16:32 UTC
