BUILD LOCAL

“We run two different operating systems within the company. One is for the core business where we focus on efficiency and incremental gains. The other is for internal ventures, where we use stage-gates. We treat new products like startups that have to earn their next round of funding based on hitting specific milestones, rather than just getting a blank check.”

“It's not until, really, after everything that you have, after the dust is settled, really, that you like start to think about the things that you did over there and like how, if the shoe was on the other foot, maybe all of the experiences that you had, you had those for a reason. I start to think about, you know, just living out on my farm with my family now and like the way that we used to just roll up on these houses and these families and just take over. Like, we certainly weren't winning any hearts and minds, and we just couldn't understand why we were losing so badly over there, and it was exactly why.”

“If a brain doesn't have good memory, well, it's only as good as the memory. And so what I'm using is Obsidian. And Obsidian is great for creating markdown files of a lot of the skills that you have, a lot of documentation. You work with these agents all the time. They forget what you're talking about and you need something like this that's going to remember. It's extremely high leverage because it's able to get the information you need faster.”

“This time is different because of the jump from LLMs to reasoning, coding, agents, and recursive self-improvement. These breakthroughs make AI real in a way prior cycles were not, as it finally moves beyond simple pattern matching into actual utility and self-modifying software capabilities that can redefine what software even is.”

“All these capabilities, all these SOPs are all documented for you. And you want to put these all into skills.md files. So they should all live within a skill.md. The better you are at one, doing your job, but two also documenting what you do. I highly recommend making a bunch of Loom videos or just dictating using whisper flow, just saying what you want to say and making them into skills.”

“Alfred here ran the quarterly Vendor and Ops Audit. It found three immediate savings: redundant CRM licenses, 12 unused seats at 43,000 dollars per year; overlapping SEO tools, three tools doing the same job at 18 grand a year; and then underperforming ad campaigns. Total savings that you can get is 500 grand a year. Basically, we had Alfred do a CFO analysis and it saved, I kid you not, 500 grand.”

“The combination of LLM plus shell plus filesystem plus markdown plus cron loop is one of the biggest software architecture breakthroughs in decades. Agents are the new Unix, where state lives in files allowing portability across models and runtimes, creating self-modifying agents that can extend themselves and change the fundamental nature of compute.”

“I was riding a bicycle. A bicycle was my transportation, getting out of the Marine Corps. I'd actually gotten a DUI shortly after my combat deployment and shortly before getting out. I was just kind of a wandering, aimless drunk on a bicycle that was moderately enthusiastic about competing at a high level in fitness. I had seen this diner that slang these massive portions of food and these skinny fashion girls never ate all their food, so I just started swinging in there and getting some extra food to keep in my backpack.”

“Self custody is how you boycott it, running your own node, holding it in self custody, and using jurisdictional arbitrage to own it in a structure where they can't seize it from you. If you wanna boycott the Federal Reserve and the Bank for International System, then you own Bitcoin. If you wanna boycott BlackRock and the money managers, you don't own it through an ETF. You own it in self custody. If you wanna boycott the banks, you don't mind fiat currency and give it to them to the custodians. You keep it without leveraging it and and borrowing against it.”

“My mom was a licensed doctor in China, but when we moved here, she had to wait tables. I worked right beside her, washing dishes for years. That experience became the animating idea behind everything we built at DoorDash. I saw firsthand how hard it was for a small business owner to succeed and the tools they lacked to grow.”

“We look for people who are what I call Rhodes Scholar Navy SEALs. You need the brainpower to solve complex logistics, but you really need the grit to do the work. We hire for a bias toward action. I'd rather have someone who tries ten things and fails at five than someone who analyzes one thing for six months and never ships.”

“You need to make sure that you have the right hardware. So we have a Mac Mini here, we have two DGX Sparks from NVIDIA, and we run it on local inference. This is what we run it on for my agent fleet, for example. And the thing is these local models, by the way, they're getting a lot better, like Google's Gemma. The cost savings are going to get better and better over time.”

“All politicians are subordinate to this financial structure and this lobby structure. All companies need access to capital and are subordinate to their structure. And all individuals, in order to survive to be in the inflation a great, you end up either a collateralized debt obligation in debt dependency, or you become one of the the the the few that essentially gets co opted into the system because you know how to play the assets.”

“Then he did tariffs. If you understood so I was covering what tariffs would do, on Liberation Day, April 2. I said this does three things. It pushes everyone towards China and bricks is the first thing. The second thing it does is it makes American small business bankrupt because the tariff is paid by the importer, and America is an importer by definition, because it has got the world reserve currency. So it would be a tax on American small business. Once you have a tax on American small business, you have bankruptcies of small business. The banks and financial institutions do mergers and acquisitions.”

“Pigs were an excellent, creative way for me to radically start improving the landscape. So, you think about all of these destructive tendencies of pigs, like the rooting, the wallowing, everything. Conventional farming would have you go out and just like spraying chemicals all over these weeds and like ripping up the ground and tearing everything up to get rid of them. Regenerative farming, I started harnessing the pig's destructive ability to rip up the soil, get rid of all the nasty invasive plants that my cattle wouldn't eat, and I would just move them around the pasture and plant new forage behind them.”

“Data can tell you what is happening, but stories tell you why. I still spend time doing customer support and delivering because one anecdote can change an entire product strategy. If you only look at the aggregate dashboard, you lose the signal of the individual merchant's pain point or the driver's friction in the field.”

“Just look at the World Economic Forum. Right? They want us doomscrolling all day with algorithms that make us hate each other. They want us broke where, inflation is growing at faster than wages. They want women and men to hate each other. They want us to be engaging in all sorts of degeneracy. You know, they want us everything they want us to do, just do the opposite of what the World Economic Forum wants you to do. And you'll probably be gonna be in a good place, and I think you'll tap into that that that spiritual part.”

“The way I think about what's happening is basically the period we're in right now is what I call an 80-year overnight success. It's an overnight success because bam, ChatGPT hits and then O1 hits and then OpenClaw hits, and these are radical overnight transformative successes, but they're drawing on an 80-year wellspring backlog of ideas and thinking. It's an unlock of all of these decades of very serious hardcore research where scientists worked for 40 years and never saw it work, but they were fundamentally correct.”

“This Single Brain, you have all this data from within your company. It could be your CRM, all your chats, all your analytics, your Google Docs, all these things. They are feeding into this Single Brain over here. And then your entire team can query whatever data that they want throughout the Single Brain. They can ask about how sales is performing or what are the deals in our pipeline right now that are stuck?”

“Marc thinks local models, Apple Silicon, privacy, trust, and economics all point toward a major role for edge AI. Local inference allows for privacy where trust is paramount, and the economics of running these models on local hardware will eventually shift the market away from centralized bottlenecks as capacity continues to be a constraint.”

“If you want to save the most amount of money with this stuff, you got to think about local infrastructure. Because you're running on local infrastructure, what you're ultimately paying for is your internet bill and your electricity. That's what you're paying for instead of token costs.”

“Everyone was focused on San Francisco because it was the dense urban center. We realized the suburbs were where the actual need was because the opportunity cost of time was higher for families. We decided to win Palo Alto and the surrounding areas first, which gave us a unit economic advantage that the city-only players didn't have.”

“We put up a website in 43 minutes. We called it Palo Alto Delivery dot com. We weren't looking for a business model; we were just seeing if people would use it. We went to a few restaurants, put their menus on the site, and within half an hour, we got our first order. We were just students skipping class to deliver food ourselves.”

“I actually, as a kid, went with my uncle to one of these places that he worked at, and I was so excited to go to this pig farm. And I thought I was gonna be, like, interacting with pigs, like, on a field or something. And I went into this massive warehouse, And my job for the day was walking down this massive aisle. The pigs were so loud, you had to wear ear protection, like screaming, louder than gunfire. And I was just shoveling dead piglets that mamas had rolled over on because they're just, like, standing in these crates side by side on concrete slabs. And I just shoveled hundreds of dead piglets into a trash can all day long.”

“I got invited to go out and do MRF, which is the Memorial Day workout where you do freaking a mile run and a 100 pull ups and 200 push ups, 300 squats, and a mile run-in a plate carrier. I probably hadn't done a pull up in six years. I don't know what I was thinking, but I just I went and jammed through a MRF. And then, like not eight hours later, I'm peeing dark brown Coca Cola and I can't straighten my arms. And then, I'm out there doing all the farm chores and because my arms are so blown up, you can't straighten your arms. I was leading my horse, I'm leading this 1,200 pound thoroughbred with my bent arms like this. She steps on my foot, breaks two of my toes.”

“I feel like the infantry guys, we have the hardest time with that civilian transition because if you think about it, the types of guys who the infantry appeals to, we're not the high honors, stud athletes. We're kind of like the misfits, the knuckleheads, like we don't really have any other options. So, we like find ourselves in the infantry. The infantry kind of forces us to kind of be this best version of ourselves, and then we go and become a civilian again, and we've become the best version of ourselves, and we no longer have like a mission or a purpose that's going to demand us to be the best version of ourselves anymore.”

“Marc’s comparison between today’s AI capex boom and the fiber/data-center overbuild of 2000 highlights why he thinks this cycle is different because the buyers are huge cash-rich incumbents and demand is already here. Unlike the dot-com crash where infrastructure preceded demand, the current build-out is driven by companies with massive balance sheets and immediate use cases.”

“The pulp, 100%. The the juice pulp that I feed my animals from from Alchemy Juice, not only does it have a direct impact on the flavor profile and the overall health of my animals, my my animals' immune systems are incredibly robust because of it. The citrus pulp, in particular, when my when my mama sheep and my mama cows are eating that, they're lactating like crazy. Like the amino acid contents are like 2,300 higher than USDA grass fed. We've got vitamin C in our beef, which is there's no vitamin C in beef whatsoever, but that's just a direct reflection of them eating all the citrus pulp.”

“When I first discovered Bitcoin, I said that I will own a bit more Bitcoin every single month, and, I don't care how much. I went from deep in debt to effectively, owning more Bitcoin every single month since $3. And I've been telling people to do that the whole way. But here's the consistent thing they did. They didn't get distracted. They didn't use leverage. They didn't trade, and they did the most simple thing, which is owe more Bitcoin this month than last month. And they kept doing it regardless of price.”

“The stock price is just a distraction and a reflection of the market's mood, not the company's value today. If you build the best product for local merchants and solve the logistics puzzle, the value will eventually reflect in the market. You cannot let the ticker symbol dictate how you treat your customers or your long-term roadmap.”

“Self-healing Cron Doctor—this runs four times a day. So it caches broken crons before they burn tokens, retrying and failing. My Cron reliability went from 50 to 85%. Every failed run is wasted money. This is the janitor that pays for itself.”

“In this case, if I switch from Opus to Sonnet, that's actually saving me $630 a month. That means like $7,500 a year, something like that, right? We went from it costing $2.50 and getting it down to $0.40 per run. So we're talking over time, we're talking about 84% less spend.”

“I believe right now we are in a shift to multipolarity. That means that, the American empire continued the work of the British empire. They continued the work of the Dutch empire. But now there is no handover aligned empire, and we have created an environment where our governments are fully captured. And once you understand the rules and who's in charge, it's easier to understand where we go next from my model.”

“I will say that, like, my initial I I think that self help books are just rote and banal. They all just repeat themselves. I'm not I've never been big on self help culture. Like, when I first started picking books, it was just because I was curious about the human condition coming out of the military, as I'm sure you were. I just I was curious why I viewed the world the way that I did and I wanted to find some answers. I started out with, like, the Robert Greene and the Jordan Peterson, and then started diving into, like, the deeper philosophical questions of the meaning of life.”

“The day that, when I decided to borrow against my Bitcoin, some of my Bitcoin, you know, I was it was just a small amount for me. But I put it in Celsius. And, the very day that, all of this, they suspended withdrawals. And, you know, I was one of the seventh largest creditor in the bankruptcy. I knew I shouldn't have been doing this. I knew I shouldn't have been borrowing against my Bitcoin. I knew it was against what I personally believe I should be doing, just for me. And, I lost it. And the very same day that Celsius shut down, my father passed away. The very same day.”

“Bitcoin gets adoption through disasters. Always been that way. That corrects the price, and then people run away and they start selling their Bitcoin at the bottom. And then they wait until we meet meet new all time highs until they start, you know, coming back in again. People get Bitcoin when they have to, and the story of Bitcoin, the story that makes Bitcoin different from gold is self custody. And so every time people realize you need to self custody, that's when you realize what Bitcoin does for you.”

“I mean, this prolific drought has, you know, guided me into making the decisions of raising a drought tolerant sheep on my farm. Do did I really start out wanting to be raising sheep? No. I would prefer to be raising predominantly cattle, but due to the land that we had in this drought, it forced me to kind of shift my focus and use an animal that would perform better in this drought, which is a South African breed of meat sheep called Dorpers and so that's what I mainly focus on at the farm.”

“When you follow all of those, together, you then look at who funded the Trump administration. Well, in the second Trump administration, the biggest funder was Elon Musk. Then you look at his second largest backer, it was the Mellon banking dynasty. Then you look at his third largest funder, which was Mariam Adelson, who's connected to Israel. Israel is a node in the military industrial complex. And so you know there's gonna be those top three will tell you there's gonna be a push to the surveillance state. There's gonna be a massive wealth transfer vehicle, and the third one will be there'll be war, because those are the three backers.”

“Well, I mean, like you just said, prior to her, the only tool I really had in my toolbox to solving problems was a hammer. Anything gotten put in front of me, it just took a hammer and just started smashing everything violently. And once she came along, it like it forced me to get in my toolbox and figure out different tools. Like, I don't need to use a hammer for problems that require a paintbrush. She's been the catalyst for me lightening my grip on things and becoming softer instead of constantly looking forward to the next thing.”

“I was spending over $5,000 a month on AI agents. I did a full cost audit and cut it to $800 without losing a single capability. We're talking 84% reduction and the same output. The biggest waste was something I never would have caught without actually looking at the numbers.”

“Month one, when you're trying to roll this out, it's going to be tough. There's going to be a lot of hallucinations. Things are going to break. You're going to have to reset the models. Then month three, the flywheel starts to spin and then you're starting to see major lifts in terms of what you're doing. It's going to find 10x opportunities on the sales side and content opportunities because it's learning to work with you better.”

“The the the responses have been overwhelmingly positive, really. People look at them, and they're like, wow, they're very simple, they're very practical. A lot of people want to know, what's the macros? And the thing is, I haven't counted a macro in over a decade. I don't need to. If you were to plug any of my bowls into MyFitnessPal any single day, those macros come out damn near perfect every single day, which is doing a hand two handfuls of protein, a handful of the carbohydrates is like the only thing with some wiggle room.”

“The Single Brain concept, not only that, you have a fleet of agents that it's also powering. So this fleet of agents, they are the ones that are doing the thing. So we have our agent called Alfred, and then we have Arrow here for sales, we have Oracle for SEO, Flash for content side work. I mean, look, this piece over here, by the way, this piece got 354,000 views. This was created by Flash.”

“In the logistics business, you don't get credit for the 99 times you were right. Trust resets every time a customer places a new order. If we fail one delivery, the previous ten thousand successful deliveries don't matter to that customer in that moment. You have to earn your place on their phone every single day.”

“With OpenAI, you have the ability to plug in your OpenClaw with OAuth. That means that you're not running on the API token. Just by doing that, I'm saving $1,000 to $1,700 a month. I am now considering putting some of my other agents onto ChatGPT 5.4.”