20 yo | Founder @ Black Robotics | @fdotinc canopy | Robotics | AI

Joined January 2024
396 Photos and videos
Move fast and break things !
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we all know what to expect here !
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the only difference between losers and winners is enough delusion to start from ZERO every time you FAIL !
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We are launching agent-browse on @ProductHunt producthunt.com/products/age…
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Your coding agent can read the web. It can't use it. One command fixes that: > npx agentbrowse skill Now Claude Code, Codex, Cursor, Gemini & Windsurf can drive any website from the terminal — open, click, fill, read. Watch it work ↓
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Mandar Wagh retweeted
Cool work, made the paper available here so more people can explore it paperswithcode.co/paper/9836…
DVD-JEPA · an open-source, fully-reproducible JEPA world model github: github.com/mandarwagh9/dvd-j… paper : github.com/mandarwagh9/dvd-j… demo: dvd-jepa.vercel.app/
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431 downloads in 2 days is good ! Agent-browse: drive any website from the terminal and its Built for AI coding agents "npm install -g agentbrowse" use it in your next project !
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People are loving fun lil experiments
DVD-JEPA · an open-source, fully-reproducible JEPA world model github: github.com/mandarwagh9/dvd-j… paper : github.com/mandarwagh9/dvd-j… demo: dvd-jepa.vercel.app/
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okay so i shipped so many thing in last 30 hours i need to make it work from here to, proper get user's feedback ! the projects are too early right now, and getting feedback is harder anyways i made it opensource, go check it out: github.com/mandarwagh9
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Video streaming has 240p → 4K. It serves the same content at the quality your device network can handle. Robot models don't have this. You ship one fixed model that's either too big for the edge or too weak for the task. So I built adaptive-serve. 🧵[1/7]
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I built a benchmark to check the router. It immediately caught a bug in the router: cloud latency was scaling with the robot's local compute. (cpu-only "cloud" = 2100ms vs orin-nano = 105ms, same cloud model.) Fixed. That's what eval harnesses are for. [6/7]
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One model, the right call for every device and link. Big device → full model local. Small device → cloud on a good link, split on a weak link, best-effort local when the link dies. Open source, MIT, 181 tests, green CI. ""pip install adaptive-serve"" github.com/mandarwagh9/adapt… [7/7]
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