The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 1,218 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 10 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Isenberg Cites Gartner: 40% of Enterprise SaaS Will Shift to Outcome Pricing
“Gartner says, 40% of enterprise SaaS shifts to outcome based by 2030. So seat base is going to decline from 21 to 15%.”
Isenberg: 83% of AI-Native SaaS Has Already Shifted to Outcome-Based Pricing
“83% of AI native SaaS has already switched.”
Isenberg: Modern AI Scrapers Work on 98-99% of Sites and Handle Layout Changes
“Now you just do one API call. You get clean data back in seconds. It could work on any site or I think like 99% or 98%, some high 90% of sites, and the AI handles layout changes.”
Moritz Kremb: Claude Cowork is just Claude Code with a better UI
“So they kind of built cloud co-work and put that in the app with just a nicer UI. But under the hood, it's basically the same as Cloud Code.”
Moritz Kremb: Claude hallucinates OpenClaw solutions instead of checking official documentation
“Because normally Claude will, if you ask it something about OpenClaw, it's like, it can give you the right answer, but it often just makes something up. If it doesn't really know, it doesn't always go and check the docs by itself through its web search feature…”
AutoResearch requires an NVIDIA chip or cloud GPU, excludes M1 Macs
“You need a NVIDIA chip to actually run auto research, or you can do it in the cloud. I'll talk about this at the end of the episode, but you know, you do need that. You can't just run it on, let's say you have a Mac book M one or something like that.”
Henry: Larry OpenClaw skill generates $300-$400 monthly revenue on autopilot
“This is 304 hundred dollars of monthly revenue coming in without me touching anything using the Larry marketing skill that I created for OpenClaw agents”
Isenberg: OpenClaw QMD Skill Reduces Token Usage by 95%
“I did find an open clause skill that cuts token usage by 95%. It's called KMD Q, QMD skill.”
Schneider: Clay.com coined 'GTM engineering' for outbound data enrichment workflows
“So this is actually like made up by clay.com, which is hilarious. And they originally did it as like a way to explain somebody that like does basically like cascading workflows for like data enrichment to do outbound sales motions over email or slack, or, you …”
Schneider: Claude Code can one-shot build Chrome extensions for Facebook ads
“You can go for days about Chrome extensions right now. You can literally applaud code one shot them and just turn on Facebook ads in the background automatically.”
Chu: APlaceForMom.com takes first month's rent or fixed fees for referrals
“And they basically have all of these kind of sneaky ways to collect information and then pass them off to these senior living homes where they collect a portion of the first month's rent or like a fixed fee for every referral that they give.”
Courtney: 5,000 newsletter signups yield 200 webinar attendees and 12 buyers
“Our biggest holding pattern is our email newsletter. And when I see that an extra 5000 people have joined the newsletter, I can mentally say that means another 200 people will turn up to the next webinar. And that means another 12 people will buy something.”
Claude cuts Courtney's lead magnet creation time from 3 days to half-day
“Now this entire process of marketing for me, That maybe it would be a week for us to, okay, let's say a full lead magnet campaign two to three days to get it right. Now we're talking about half a day and it just feels so much faster.”
Remotion can programmatically generate 100 video ads from a single prompt
“It can do all of that programmatically. And you could create, like, a hundred videos with, literally with one prompt.”
Linton: GPT-5.3 Codex has a context window of roughly 200k tokens
“Five, three, they talk about large context, but it's not a headline feature, and I actually went back and forth with it to get it to actually give me a number, and the number's around 200,000 tokens, which is not that impressive.”
Claude Opus 4.6 creates agent teams while Codex requires direct reasoning prompts
“When I'm talking to Opus, I can tell Opus, build me a team, and here's what I want each member of the team to do. When I'm talking to Codex, I can't really tell it to build me a team, but I can tell it to think about stuff.”
GPT-5.3 Codex generated a functional Polymarket competitor in under four minutes
“So Codex built a competitor to Polymarket in three minutes and 47 seconds.”
Kevin Rose: Zero Intermittent Fasting App Generates Double-Digit Millions in Revenue
“When I made Xero the intermittent fasting app, I was like, I just want a way to track my fast and like have a silly little timer. And then, you know, the company's doing double digits, millions of dollars in revenue off of a little like timer app with some oth…”
Thompson: An Amazon seller made $30M selling hummingbird nectar without ads
“There's a guy on Amazon that's done thirty million dollars selling sugar as hummingbird nectar on over the last 10 years. And his branding is like atrocious, has never ran a Facebook ad in his life.”
Thompson: Sold $800k of AliExpress teeth-whitening product during COVID
“Like during COVID, that's like where I really cut my teeth. I was like, I sold like 800,000 dollars of a teeth whitening product that I found on, on AliExpress.”
Thompson: 99% of digital product landing page traffic is mobile
“99% of traffic is mobile, so I'm only thinking about mobile optimization.”
Thompson: Ads tapping distrust in divorce lawyers are his highest performing
“People do not trust their divorce attorneys at all. They're always my highest performing ads, dude.”
Kerner: Germany Leads Health/Fitness Trends Which Later Move West
“Germany is the world leader when it comes to health and fitness trends, and those trends always come out west.”
Kerner: Buc-ee's omits dining seating because table square footage is unprofitable
“That's why one of their biggest complaints is no seating for food. Like, they sell, they have multiple restaurants in there, but you can't sit down and eat anywhere, and it's because it's not profitable for them to put in tables, right?”
Kerner: Kabuto King drove vintage card prices up 100x in 3 months
“And so now the price of a first edition Kabuto, ungraded, I think, last I checked, is like 10 to 20 dollars. So he has influenced the price to go up a hundred X plus over the course of about three months.”
Ryan Carson Built an Entire Software Feature Autonomously Using Ralph
“I actually built an entire feature with Ralph, and these are the steps I took. I created the PRD, I created the user stories, and then I started Ralph, and then I'm just going to show you an example of kind of what this looks like for real.”
Isenberg: Quote Retweets Are Outperforming Other Formats on X
“Quote retweets are, like, really outperforming right now.”
Hoffman: YouTube drove 80% of LocalRank sales with 10% of X views
“YouTube has been 80 to 90% of sales, and the YouTube launch video has a 10th of the views as the ex post, but drove 80% of the sales.”
Isenberg: Cal AI generates around $3 million per month
“You have the Cal AI guys doing like three million dollars a month and so many people copying it.”
Farroki: Claude Code built an interactive Swift Metal shader in two prompts
“This was completely done by Cloud Code as well, and all I did was tell it, can you recreate A kind of holographic sticker where I can move my finger around and I can drag along the sticker. And I was so surprised that it was able to get this in, I think, two p…”
Farroki: Implementing home and lock screen widgets more than doubled app retention
“When I implemented these things, retention, I think it more than doubled, I'm pretty sure, because of this, which makes sense in hindsight.”
Kilpatrick: Users can vibe-code real-time games with Gemini 3 Pro
“And I think with Gemini Three Pro, you can just, Vibe code games in real time, which is really, really awesome.”
Kilpatrick: AI Studio demo was vibe-coded quickly, replacing months of engineering
“This is meant to showcase like, you know, single prompt, Generations maybe like a couple of multi-turn in some case, but like this isn't something that like we paid a team of like 10 engineers five months to come up with and then put it into our demo. Like thi…”
Kilpatrick: Gemini generated a 20-simulator physics app in one shot
“So we have, like, 20 different simulators running at the same time. This was one-shot vibe coded as well.”
Kilpatrick: Gemini 3.0 Pro latency roughly matches Gemini 2.5 Pro
“I think for folks, again, who have used 2.5 pro, I think three point O pro is like roughly on par from a latency standpoint. So there's no I think in some cases it's actually, it's a little bit higher latency, but obviously the model is much smarter.”
Rauch: Vercel AI Gateway is growing exponentially
“We're launching a new product or we launched, which is already kind of growing sort of exponentially. It's called the AI gateway.”
Rauch: High token demand leaves many AI model providers out of capacity
“Because of the insane demand for AI tokens, a lot of model providers are unreliable or out of capacity.”
Nixon: Mobile games sometimes employ more psychologists than designers
“A lot of these casinos or like a lot of these micro games, like the Clash Royale games of the world, people don't realize they actually have more
like data engineers and like psychologists on staff sometimes and like engineers and designers, because that is …”
Courtney: ClickFunnels uses in-person events to fund and sell software
“This is what click funnels do. They run these events and the goal of the, these events is to fund their software that they then sell to more people at the events. And it's like this very circular thing.”
Courtney: Attendees pay $15,000 for events without knowing who he is
“I know from people coming to my events who pay, you know, up to 15 K, nobody has a fucking clue who I am.”
Isenberg: GenSpark costs $20 a month, uses fewer tokens than Manus
“GenSpark is kind of, you know, from a pricing perspective, it's kind of like a cheaper Manus. Like, I think it's like 20 bucks a month or something. And you know, it just eats up a lot less tokens than a Manus”
PJ Ace scaled an AI video agency to 7 figures in months
“Our entire end to end process that we've used to scale to a six figure, seven figure agency in like a few months.”
Isenberg: Pairing text with images boosts X post performance by 40%
“So on X, I've noticed that like if I tweet just words versus I tweet words with an image, the words with image
You know, call it performs 40% better.”
Isenberg: Inexperienced Creators Are Building Mobile Apps Making Millions Annually
“There are people today that are building this type of scale mobile apps, millions of dollars a year of revenue that have very little experience, but know how to create products that are niche enough that resonate with people and that hit the right marketing ch…”
Isenberg: Mobile app gross margins are 80% to 90% before Apple's cut
“The monthly MRR, you know, because they're software businesses and there's not much cost, your gross margin is going to be 80 to 90% before Apple takes their cut.”