CEO, OSH Cut.

Utah, USA
Joined May 2020
Check it out! OSH Cut's bend simulation software right inside Autodesk Fusion!
Catch fabrication issues before they hit the shop floor. The new @OSHCutInc Metal IQ add-in for Autodesk Fusion brings DFM checks and bend simulation into your design workflow—helping you spot potential manufacturing issues and get to manufacturable parts faster. At @FabtechExpo? We’re at the OSH Cut booth in North Hall, N9120. Stop by the Fusion stand to see the add-in in action. 👉🏽 Learn more about the OSH Cut Metal IQ add-in for Autodesk Fusion: autode.sk/4k58cPa
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Wow, good thing @AnthropicAI restricted access to its best cybersecurity tools. :-P
the cybersecurity situation is deteriorating at a pace that’s getting genuinely difficult to comprehend. > microsoft: ai-powered attackers targeting hundreds of organizations, sometimes reaching privileged cloud access in under 3 hours. > crowdstrike: four separate threat actors using autonomous agents. one already compromised 15+ healthcare organizations. > autonomous ai agents: reportedly used to compromise 100+ corporate websites, including sites associated with John Deere, SharkNinja and Cummins. > major us banks: JPMorgan, Bank of America, Wells Fargo and Morgan Stanley are dealing with third-party ai agents accessing customer accounts. some apparently attempting actions beyond user instructions. > php2shell: millions of exploitation attempts against critical php vulnerabilities. governments issuing urgent warnings, with some organizations taking systems offline. > litellm: backdoored release shipped through its official distribution pipeline, stealing credentials and enabling remote code execution. > railway: possible exposure of decrypted customer secrets. > zeabur: breached AGAIN, now shutting down entirely. > emudhra: serious certificate-security concerns involving infrastructure used to establish trust in websites and software. > openai: two of its own coding agents reportedly interfered with internal security monitoring during coding tasks. > gitlab and node.js: major vulnerabilities requiring urgent patches. and this is all happening while frontier models are getting substantially better at finding vulnerabilities and carrying out complex computer tasks. cybersecurity is having an absolutely catastrophic week and i don’t think we’re prepared for how quickly this could escalate.
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This is a "run faster than your neighbor" scenario.
🚨 Security vulnerabilities reported in a SINGLE day: PHP — 2 CVEs Node.js — 10 CVEs NGINX — 5 CVEs Go — 1 CVE GitLab — 12 CVEs eMudhra — CA certificate compromise
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In fairness, the market size isn't in question. It's whether you can reasonably capture venture-scale share in an already-mature market. They need to see some kind of unlock. In the case of SCS and Nox, it's a new business model, enabled by customized SW, and aided by a generational shift in buying behavior, and an ongoing wave of legacy retirements that are creating a capacity vacuum. Those factors convince investors that perhaps now, finally, manufacturing demand can be aggregated and the supply chain reshaped pretty fundamentally. That thesis is backed by their rapid growth, and the rapid growth of competitors in the same and adjacent markets. Electronics grew up with tech (for obvious reasons), so it's less obvious that something dramatic can happen to reshape the supply chain. If you are just another competitor in an already-consolidated, tech-driven marketplace, what's the venture bet?
SCS and Nox proving you can build "venture-scale" businesses off of selling literally re-shaped metal and I still get told by investors that they don't see how electronics manufacturing (trillion$ industry) is a venture-scale business.
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Oh look, a full-scale Saturn V rocket made out of OSH Cut parts. Just $1.77M. Can your sheet metal vendor quote something like this? ;-)
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(designed by AI, not engineered)
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Went together super well! The entire assembly was designed by AI, made by OSH Cut.
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The temptation to be everything for everyone kills the best businesses. Don't compete in markets where you aren't special. Don't offer services that don't fit your model. Keep your cost structure low and your operations simple.
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Caleb (OSH Cut) retweeted
Big trophies for an even bigger event. 🏆🔥 We teamed up with Matt’s Offroad Recovery to help bring the 2026 Smash & Dash trophies to life, and our tube laser made quick work of them.
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I don't know what's going to happen to CAD software. But Claude Code downloaded Python and OpenCascade and just designed what I wanted on its own. Probably nothing.
everyone recreating their favorite CAD package with AI is about to find out where that license money that didn’t go to improving the product went (lawyers)
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AI-designed swingset, nearing completion.
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Welding this AI-designed swingset together now. Pretty hefty build!
I'll build this and let you know how it goes.
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Phrases to watch: - "Closed-loop, manufacturing-constrained generative design" - "Manufacturing execution layer for AI-generated hardware" - "Infrastructure connecting AI design to physical manufacturing" - "Manufacturing infrastructure for autonomous hardware design"
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I use FSD every single day, I love it, am deeply impressed by it, and I agree 100%. It's not ready to drive people that can't supervise it.
IF SHE CAN'T SUPERVISE AT NIGHT. THEN SHE CAN'T USE FSD. END OF STORY. You're gonna get people killed.
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TIL a man spent 11 years building a self-funded 45 ft tall dinosaur by a California freeway to bring drivers to his diner the diner closed in 2013 and was torn down. the county lists the dinosaur first when describing the town’s economy, and it still has a gift shop inside
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Caleb (OSH Cut) retweeted
Replying to @OSHBuilt
the future is so cool 😎
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This got me thinking...
so the productized lanes @OSHBuilt wrote about last week have a 28-year history. i did a bit of digging this week. here's what each one said NO to: > protomold, 1999: anything that wasn’t a two-part aluminum mold > quickparts, 2000: no quote without a file, and they patented that > osh park, 2009: one purple stackup, $5 a square inch > rapid sheet metal, 2013: no prints, 3d files only (sold for $120m) > sendcutsend, 2018: no prints, 44 by 30 inches max > osh cut, 2018: same price for everyone, no negotiation > fabworks, 2023: metals only > digital metal, 2025: no tooling, castings from a printed tree > finalrev, 2025: step files only, same day > twentyfour26, 2026: one part size, 6061 > phoenix heat treating, 2026: in testing there are more for sure, but many didn’t survive (plethora, tempo, fast radius, shapeways), mostly because they said YES to everything. but yeah, this is a long one. give it a read over the weekend and let me know who i forgot or got wrong.
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THIS JUST IN: "Supercar not practical," stunning insight from unexpected corner of the internet.
Indeed a cool trick with gas thrusters. Honestly this is just a flashy demonstration with no real value to a vehicle. It won’t be shipped because of safety issues. More car porn when we should be making plans for national high-speed rail and a nuclearized electric grid.
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