Ben Nelson
Salt Lake City Metropolitan Area
5K followers
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5K followers
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Ben Nelson shared thisWe’ve spent months optimizing our retrieval pipelines specifically for dense municipal codes. It handles nested exceptions and cross-referencing significantly faster than a standard Ctrl+F workflow. I'm genuinely curious to see the edge cases everyone brings to the tableBen Nelson shared thisWe want to race you. Literally. Pick a typical municipal code research question. We'll answer it with Knetyc, while you use your normal workflow. Clock starts at the same time. The first one with the correct answer wins! If you beat us, we're buying your team lunch. 🏁🥪 We've built an AI machine that reads municipal codes the way you read email — instantly, accurately, with citations. We're confident enough to put $100 on the table. Civil engineers, property developers, project managers, site planners: drop a 👋 below if you're in. We'll share the link for you to sign up in the comments. The race is on! #CivilEngineering #AEC #CodeCompliance #LandUsePlanning #Permitting
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Ben Nelson shared thisBen Nelson shared thisLambda School doesn't just train people; Lambda School bets on them.Why We Started Lambda School – Lambda School Blog – MediumWhy We Started Lambda School – Lambda School Blog – Medium
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Ben Nelson shared thisBen Nelson shared thisIt's finally here. A full computer science education without quitting your job. Free until you're in your new one. One year long, nights and weekends starting in January, 2018. https://lnkd.in/eCTEcym
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Ben Nelson shared thisBen Nelson shared thisA big day for Lambda School: We've signed an estimated $20 million agreement with the Long-term Education Investment Fund to invest directly in our students. Not only does this let us train thousands of students at no cost to them until they're hired, it represents funneling tens of millions of dollars from Wall Street to invest directly in untapped talent all across the US. Human potential is now an asset class to invest in. More details here: https://lnkd.in/gs74bN6
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Ben Nelson posted thisI'm very excited to announce that Lambda School has joined Y Combinator! https://lnkd.in/gKzsTPC
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Ben Nelson liked thisBen Nelson liked thisI hit my 10 year mark with Podium. I'm... kinda proud of that and wanted to say it. Best job I've ever had.
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Ben Nelson liked thisBen Nelson liked thisMemorial Day 🇺🇸 Memorial Day is often seen as BBQs and lake days, but it’s also a reminder of those who gave their lives in service and the veterans who continue facing invisible battles long after they come home, especially with mental health and isolation. I recently started helping coordinate raffle donations and community outreach for a local fundraiser, Salute to Service Casino Night in the Fall benefiting Bowden‘s Brigade, an Utah based nonprofit started by a mom after the loss of her son, Bowden. The organization focuses on helping veterans stay connected through mentorship, community support, and events. I didn’t know Bowden personally, but I knew his grandparents growing up, and I’ve heard many stories over the years about how deeply isolation can impact veterans after service. My Ask: Do you have veterans in your family or network? I’d really value hearing your stories or perspectives. And if anyone knows local businesses or connections who may want to support the fundraiser through raffle donations, I’d be appreciative to connect. Feel free to comment or message me directly Thank you in advance for any support 🙏
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Ben Nelson liked thisBen Nelson liked thisHow can we effectively scale #modularhousing? By utilizing Knetyc to automate the permitting process. The concept is straightforward: identify a municipality willing to provide by-right permits for modular homes. Then, leverage AI to evaluate the site plan against local codes—such as setbacks, height limits, and ADU rules—before it reaches the counter. This approach eliminates discretionary delays, offering a clear "yes or no" compliance check. If one city successfully implements this model, it could serve as a replicable blueprint for others. The technology is available, and the demand for housing is clear. Are there any modular manufacturing companies currently pursuing this initiative? I would welcome the opportunity to connect. Let's build together. #HousingSupply #HousingProcess #Permitting #HousingReform #WeCanDoBetter #AccelerateWA
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Ben Nelson liked thisBen Nelson liked thisOur pitch to investors at the Convoi Ventures Demo Day went well! We're looking for investors who understand the magnitude of the problem we're solving. Join us!
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Ben Nelson liked thisBen Nelson liked thisAnother conference (#ICSCLasVegas), another wave of discussions about how AI is impacting the real estate development space. The opportunity to speed up pre-construction with AI tools is unprecedented. I met one city who told me that the surrounding cities were "killing" them in terms of attracting development because their project approval processes are so much simpler and faster. Knetyc.com can change that!
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Ben Nelson liked thisBen Nelson liked thisWe count homeless Americans and households spending over 30% of their income on housing. We track the gap between supply and demand. However, we often overlook the housing that almost came to fruition. These are the projects that were funded, designed, and submitted but ultimately stalled in the process. They weren't rejected or opposed; they simply faced delays until the financial viability collapsed. There is no database or annual report that captures this loss. No line item in the housing crisis that reflects "units lost to carrying cost collapse." This issue remains unaddressed, yet it exists. Every city has a graveyard of projects that incurred costs but never resulted in housing for anyone. The chain of events can be summarized as follows: - Understaffed planning departments lead to longer review cycles. - Longer review cycles result in higher carrying costs. - Higher carrying costs cause projects to stop penciling. - When projects don't pencil, units are not built. - Families remain without housing. This cycle contributes to a worsening crisis while discussions focus on downstream issues. The root problem lies in the process—not the politics, financing, or land. It is the administrative machinery that stands between a willing developer and a permitted building. By fixing the process, we can address the entire chain. This is where my focus lies. #HousingSupply #HousingAffordability #Permitting #HousingProcess #HousingReform #AccelerateWA
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Ben Nelson liked thisBen Nelson liked thisWe talk about housing supply, but we rarely talk about the "pile." An 80-unit workforce housing project recently died in the planning queue. It wasn't because of a bad design or a "no" from the city. It died because of a four-month backlog and $60,000 in carrying costs that turned a viable pro forma into a loss. By the time the first round of corrections was addressed, the math no longer worked. The developer walked, and the site sat empty. Everyone involved followed the process to the letter. That’s the problem. When the process is the bottleneck, the people who need the housing are the ones who pay for the delay—even if they never knew the project existed. #HousingReform #HousingProcess #Permitting #UrbanDevelopment #AccelerateWA
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Ben Nelson liked thisBen Nelson liked thisOh the irony- using AI to fight against Ai. Supposedly this Utah farmer carved this into his field. Nope. I get why AI and data centers is challenging issue. But most of it is ideology. Not a reasoned position. Kind of like the hate I sometimes get for driving a cyber truck. But progress and AI is INEVITABLE. Let’s lead the pack not fight it. Utah can lead in the US and the world. This is the equivalent of fighting against rolling out electricity when you’re used to candles. It isn’t that hard: - the data center recycles its own water and it’s not contaminated. - they can bring their own electricity and their plan is to use natural gas which is already there - it provides lots of employment and and taxes. Counties and cities should be running towards this opportunity - they could even choose to lower and offset the locals current electric bills too. Let’s go Utah!
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Ben Nelson liked thisHe’s got the most complete thinking on the topic… you should go.Ben Nelson liked thisInterested in housing policy and the housing crisis? Yoni Appelbaum speaking at UNE this evening! The event is free to the public. “The lecture will draw from Appelbaum’s acclaimed 2025 book Stuck: How the Privileged and the Propertied Broke the Engine of American Opportunity.” From the UNE website.UNE Center for Global Humanities presents “Who Killed the American Dream?”UNE Center for Global Humanities presents “Who Killed the American Dream?”
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Jesse Harlin
Simiancraft • 678 followers
He's right. Typescript is the correct thing to learn in 2025. Knowing JS isn't bad; there's a lot of code written in it, but TS is the better language to work in, especially for new projects. I ran OKC.js for about a decade, and I've given numerous technical talks on JS (possibly the most in Oklahoma) over the years and I am co-signing this, you need to know it now.
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Roman Sydorak
QuitCode • 2K followers
If you think in systems, not just tools - this list is for you. These aren’t beginner tips. Each of these helped me step out of the tools and think at the architecture level. ☑ Why You Need Systems Thinking Now Helps you avoid “local optimizations” that quietly damage the larger system. 🔗 https://lnkd.in/egak7xuY ☑ The State of AI: Rewiring to Capture Value Shows where scaling fails - missing KPIs, weak adoption loops, no operating cadence. 🔗 https://lnkd.in/eMRbKW5U ☑ AI Index Report Enterprise-level snapshot of where AI adoption and governance actually are - not just where they could be. 🔗 https://lnkd.in/eJCUq95Z ☑ AI Privacy & Security Overview (Airtable) Practical guide to thinking about AI inside your systems of record - controls, training limits, admin visibility. 🔗 https://lnkd.in/ePp6KEW5 I’m always looking for things that stretch my thinking a bit. Send me yours if you’ve got one worth reading, feel free to drop it in the comments.
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Karl Wirth
Nimbalyst • 4K followers
I use Claude Code all day as a Product Manager. I built 18 custom Claude Code commands that I'm giving away for free. See comments for the link. I use these in Nimbalyst as its the best way to work with Claude Code - https://nimbalyst.com, but these custom commands will work however you use Claude Code: /plan - Feature planning /prd - Create structured PRDs /strategy - Strategy documents /competitive - Competitive analysis /research - Market research synthesis /customer-interview - Customer interview guides /customer-interview-simulate - Simulate customer interviews /feedback-analyze - Analyze customer feedback patterns /understand-feature - Examine codebase for feature context /mockup - Generate UI mockups /documentation - Create documentation /edge-cases - Identify edge cases /bug-report - Document bugs /triage-requests - Triage incoming requests /status - Development status updates /github-status - GitHub progress summaries /launch - Launch announcements /sales-enablement - Sales enablement materials
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Raheem Mohamed
Sherbet. • 2K followers
🔥 Curiosity about useState drove me into the world of Fiber and reconciliation I started learning about the useState hook and how the React team actually built this thing. It looks like everything is tightly connected with Fiber. The hook logic lives inside Fiber, and the whole idea of custom hooks is just to reuse logic anywhere you want. The only rule is the function name must start with use*, but inside we just write normal JavaScript logic. When I checked how useState is implemented, I noticed they use Fiber heavily. Then I fell into the rabbit hole of Fiber and reconciliation. Very interesting stuff. Before React 16, they used something called stack reconciliation. It was fully synchronous, no priorities, no way to pause, and everything executed through the JavaScript call stack (LIFO), which caused a lot of problems for big apps. Then Fiber came and completely changed this. Instead of relying on the JS call stack, React now has its own Fiber nodes. Whenever you update something, React creates a separate work-in-progress Fiber tree in the background (a detached copy of the current one). After all the work is done, React commits it, and the Fiber root starts pointing to the newly committed tree. That’s basically how modern React avoids blocking the UI and handles priorities. People still say React “Virtual DOM” because it’s easy and they don’t understand Fiber architecture or how React really works internally after React 16 btw latest version is (19.x). Pretty interesting right ? #ReactArchitecture #DeepDive #TechExplained #ReactFiber #ReactReconciliation
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Rajesh D
OnSefy • 584 followers
One of the coolest things I’ve learned as a builder isn't just how to code or ship — 😂 . Patterns. Behaviors. Tiny signals that tell you when something’s real… or off. Sometimes it’s in user data. Sometimes it’s in how people describe a problem. And sometimes, it’s just a feeling you get after seeing the same thing a hundred times. The better I get at recognizing these patterns, the simpler my decisions become. Cool tech is nice. But cool awareness? That’s next-level. Stay curious. Stay observant.
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Tim Riser
Savi Solutions • 2K followers
After exiting Drivably - Acquired by ACV Auctions (NASDAQ: ACVA), I came to Utah to look for the companies Trent Mano is asking about. What startups were all substance, no hype? What startups were simply creating motion, not heat or noise? Local awareness of your startup can be driven by community ties (e.g. you have local investors), product type (e.g. you're building consumer or startup B2B SaaS), or actual traction (this is or should be your real goal). Hype, heat, and noise can help you secure your initial product, investors, and customers. Some social awareness is desirable: you want awareness with the customers who will give you ARR, the investors who will give you runway, and with the talented people who will build the company when you're not in the room. But too often, heat and noise are the unintended byproducts of systems designed to produce something else entirely. Light. Motion. Acceleration. What kind of systems are we trying to build here? For many startups, broad social awareness is NOT what gets you to the magical product, true fans, and TAM dominance. What gets you there is focus. Focus on uncomfortably narrow, intensely specific groups of people that no one else is focused on the way you are. It requires getting used to flying under a general purpose radar. Getting used to explaining, "So what exactly do you do again?" For much of Savi's life, we've been so far under the general purpose radar, we weren't just in stealth mode, we were in exile. Turns out, exile is the perfect place to build something dangerous for a small group of people. Exile is where Savi sat down with fast-growing Utah brands and operators like Swig, Gourmandise, and Savory Fund, and designed and built the vision AI operating system for restaurant and retail. Exile is where we found Next Coast Ventures and other investors that shared our conviction about AI transforming Main Street businesses. So, get on the radar that matters for you. Focus on the small, sub-scale groups of people that matter to your startup. And maybe your time off-the-radar will be the reason you get on-the-radar in the ways that matter.
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Rasmus Edwards
Enduring Code • 7 followers
Solo Dev Tip: deploy your buggy app early. Your localhost:3000 feels like a video game. A deployed app feels REAL, even if it's only for yourself as a preview. That electric moment of seeing your creation live changes everything. Give yourself that builder's high from day one
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