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AI OS dashboard layouts: Classic + Current | Patreon Builder ($15/month) https://www.patreon.com/pavrus/membership AI OS dashboard details and what's included: https://automationorbit.com/yt/3 Includes source files, sample data, setup help and updates as I publish them. Voice, live sync and connected automations aren't included. Free MAPS guide: https://github.com/pavrus117/ai-os-maps-guide Join my free Automation Orbit community for guides, video resources and sharing what you're building: https://www.skool.com/automation-orbit-3858/about Jev makes fast decisions. I put it inside my Claude Code AI OS to see where those decisions actually help. My previous AI OS video: https://www.youtube.com/watch?v=Zs3faMCDYNs One-time tip via Ko-fi: https://ko-fi.com/pavrus I compare Jev with Claude Haiku on a small routing task, show recorded dashboard demos, and look at what other builders are doing with it. I also explain where a simple rule is enough and where an LLM is still useful. Chapters: 0:00 Jev: fast decisions 0:28 Jev inside my AI OS 2:55 What Jev actually does 3:44 Jev vs Claude Haiku: my speed test 5:54 What other people are building 8:18 Limits, cost and prompt caching 10:14 When a simple rule is enough 11:51 Try Jev in your own setup 12:44 My take Sources and examples: Jev / TypeSafe: https://typesafe.ai Robin Bilgil's slop detector demo: https://x.com/RBilgil/status/2100976648552169805 Faadil Shaik's Mario project: https://github.com/fhshaik/typesafe-mario Sean Thomas Evans's separate Mario project: https://github.com/seanthomasevans/typesafe-nes Jarrod Watts's trading project: https://github.com/jarrodwatts/jev-trader Pratyush Garg's routing project: https://github.com/gargpratyush/jev-router Thinking, Fast and Slow by Daniel Kahneman: https://www.penguin.co.uk/books/56314/thinking-fast-and-slow-by-kahneman-daniel/9780141033570 The 364/940 ms comparison is one reconstructed recorded pair. The 387/938 ms figures are medians from ten pairs of the same message on my Mac. This is a small task-specific test. The trading footage is a dry run with simulated trades. Third-party clips are credited in the video. Connect: Business inquiries: [email protected] LinkedIn: https://www.linkedin.com/in/pav-rusovs Subscribe: https://www.youtube.com/@pavrusovs

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