cofounder & cto @ Takton 🏭 ex-superfactory engineer building tech to make every factory super. 100s of factories visited, 1000s to go. also @nextbytepodcast.

Washington DC, USA 🇺🇸
we're hiring like crazy to build out our sales team at Sense MFG join us to help bring machine intelligence to millions of industrial machines we're building the fastest way to give manufacturers real-time 24/7 visibility into what their equipment is actually doing. on any machine. of any age. in minutes. what you get: - uncapped commission and uncapped career growth - work directly with the founding team every day (and learn from the most talented sales leader i've ever worked with) - join a company with a mission that matters - deploy real technology onto real factory floors if you want to help modernize American MFG instead of slinging yet another saas tool.... DM me
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and a growing chunk of business coming from homies on X who run MFG cos maybe the real moat was just the friends we made along the way
our best sales day / week / month / quarter yet for Sense MFG we’re gonna need a bigger boat
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our best sales day / week / month / quarter yet for Sense MFG we’re gonna need a bigger boat
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it still is… just has a different title now
You guys remember when prompt engineers were thought to be a big time career?
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excited to be speaking on a panel at the October 7 RAMP MD Symposium in Maryland :) will be yapping about AI for high-impact decisions in manufacturing! I've spent time in hundreds of small and mid-sized factories, including shops supporting defense and other critical supply chains. the "AI gap" in these shops usually isn’t ambition (although sometimes it is, lol). MOST of the time it’s a chasm in basic infrastructure. a lot of incredibly capable equipment on these floors was never designed to produce usable data. before we can talk seriously about AI making production decisions, we need reliable ground truth about what’s actually happening on the machines. 9 times out of 10 that doesn’t require ripping out old equipment or starting a massive IT project. it's just finding practical ways to bring existing data sources into a relevant format today. and this analogy extends to lots of other parts in a manufacturer's operation... which warrants further discussion on the 7th :) let me know if you'll be there - I'd love to connect!
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$170,000+ base for CNC machining making real parts or $83,000/yr for remote SaaS marketing role which way, western man?
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BREAKING: florida man defeats snow
Fun fact, an airport snow blower can burn 75 gallons of diesel PER HOUR at full throttle. Good thing we started work 3.5 years ago to solve this. The future is electric ⚡️🔋
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me with Fable and Astra
Kellen Moore says the Saints will rotate their running backs with weekly package-dependent responsibilities Kellen Moore: “I think it's important to rotate these guys. We gotta rotate all these running backs, and there'll be different packages or responsibilities from week to week that are different. But I think it's important. Really, my one year in Philly is probably the only year I've ever been with where a running back just kind of takes everything until he can't. Everywhere else, you usually rotate in these guys.”
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“freeCAD”
I think we'll see 5x the number of people become hardware and robotics founders over the next 18 months Why? Because you can rent every step, from design to manufacturing: DESIGN - Astra to drive Blender, FreeCAD, and KiCad the way a person would, so you get editable geometry instead of a dead render. Zoo dot dev's text to CAD API if you want it programmatic. - Or have Claude write build123d code, which is Python parametric CAD, and there's a Claude Code plugin that runs it and exports the STL for you. PROTOTYPE - Bambu A1 mini is $299, P1S around $399 on sale. Or skip owning one, JLC3DP prints and mails it for about $20. PCBWay does resin, SLS, and CNC if plastic won't cut it. ELECTRONICS - KiCad for the board, Astra can drive it. JLCPCB fabricates and assembles, often under $100 for a small run. ESP32 for wifi, Raspberry Pi if it needs a brain. ANYTHING THAT MOVES - Unitree sells a Go2 with a full SDK for about $2,500. - Hugging Face put out a $399 open-source biped. - LeRobot gives you the whole train in sim, deploy to real pipeline, and Physical Intelligence open-sourced π0 so you're fine-tuning instead of starting from zero. - Prototype the policy in MuJoCo or Isaac Lab first. MANUFACTURING - Alibaba RFQ for the first 100 units. Check 1688 to see what the factory actually charges domestically, then negotiate. Pietra or Sourcify if you want someone to handle it. FULFILLMENT AND SELLING - ShipBob or Amazon FBA. Shopify for the store, TikTok Shop for distribution, Kickstarter if you want the money before you build it. How to think about starting your own robotics or hardware company: 1. Pick a niche that's already buying weird gear. Cyclists, tabletop gamers, beekeepers, home baristas, dog people with mobility issues. These groups spend money on specific objects and complain in public about what doesn't exist. Or grab ideas off Ideabrowser.com 2. Go read the complaints. Reddit, IG etc Search "I wish someone made," "does anyone make," and "modified my." That last one is the best signal, because someone already hacked the product together and you're just manufacturing what they built by hand. Also check Etsy!! If 3 sellers are doing a janky 3D printed version with 400 reviews each, the market is validated. 3. Make one. Describe it to Astra or Claude, get the CAD, print it in ugly gray PLA, use it, fix it. 4. Only go to Alibaba or similar once you've sold a few. Message 10 suppliers through RFQ, take the third cheapest, always pay the $50 for a sample before the real order. 5. Film everything from day 1. The first ugly print, the failed version, the box of 100 arriving. That's your entire marketing budget, and hardware is one of the few categories where people actually want to watch the thing get made. 6. Raise the price. Almost everyone here anchors on what the plastic cost. Your customer is comparing you to nothing, because the alternative is the product doesn't exist. Start at 5x COGS and go up. THIS GOAL OF THIS POST IS JUST HERE TO GET YOUR CREATIVE JUICES FLOWING. Of course, you can build robotics/hardware in a bunch of different ways. One thing I've learned is data couldn't be more important when you're building a hardware/robotics startups. These models learn from first person video of a human doing the task, and that footage doesn't exist for almost any job. So basically you pick one repetitive job people quit over, film someone doing it for 2 weeks, fine-tune π0 on that footage, use organic to sell the first few units and figure out scaling, 5 years ago you needed a factory, a supply chain, and a $1M just to find out if anyone wanted the thing. Now, anyone can become a hardware/robitics founder. And I suspect a lot of people will become one! Vibe manufacturers.
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daniel scott mitchell retweeted
what a privilege it is to be exhausted by an ambition of your own choosing
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manufacturing at scale is amazing $89 for a 32" smart TV, in your hands in 18 minutes. the 2016 equivalent for the same TV is ~$150 and it wasn't "smart" either in today's dollars, it would cost $205
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normies complaining in replies don’t realize this is a FANTASTIC thing for US manufacturing they’re missing the important part: guaranteed POs far too many apex customers, especially automotive (ask me how I know), pressure suppliers to sign Production Supply Agreements that allocate a minimum dedicated capacity for them without guaranteeing they’ll actually buy anything that puts suppliers in a brutal spot. hard to justify a new machine, building, or sometimes even headcount when the demand can disappear overnight. guaranteed POs change that… when you are turning down new work, but have guarantees in your back pocket, you can finance against the demand, forecast around it, and actually go build more capacity. this is how domestic manufacturing capacity grows MORE
Talked to one of my steel suppliers today regarding the lack of availability of structural beams bigger than 16in (they're all being bought up for data centers): Me: "This can't possibly last too much longer, right?!" Supplier: "We have guaranteed POs out to 2030." MFW --
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daniel scott mitchell retweeted
America is 250. Who's inheriting America's infrastructure? First screening in the foundry where it was filmed next month
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POV: Claude is about to ruin your afternoon by refusing to lock in
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daniel scott mitchell retweeted
young americans protesting datacenters forget we offshored -uranium enrichment in the 90s and spent 30 years buying fuel from Russia -same story in rare earths and China controls 90% of magnet production, making it impossible to build robotics without Chinese parts -same with pharma precursors, all your drugs are from China if you don’t want compute built here i hope you like renting it from countries that want to win
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from a founder friend: spotted sense in the wild
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the "wild" in question: our first (and arguably favorite) customer @aashaykumar92 and his awesome shop TFI!
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