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 2,194 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 7 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
Agrawal: Building AI products shifts focus from user needs to stochastic feasibility
“People need everything with AI. So that's almost obvious. And now all you really have to zoom into what works and what can work. And where is it going? And you have to look sort of a step ahead and build towards that. And it's a very different art. Like, every…”
Agrawal: CEOs must shape the company around themselves, not adapt
“One of the big shifts I went through taking on the CEO was I decided that the most productive way to operate would be to shape the company around me, take on the founder role for the company, because I think there is no other way. If you try to fit yourself to…”
Agrawal: AI evaluations must use comparative analysis because ground truth is flawed
“Turns out ground truth is never ground truth, right? So one of the things we sort of totally changed in our worldview was ground truth is never ground truth. And that we actually have to do comparative analysis of quality and really reframe every customer conv…”
Agrawal: Betting on high-upside hiring requires embracing decisive firing
“The second thing that's really important, if you embrace this sort of bet, take risk on hiring, is you have to be somewhat like, the system only works if you also embrace being decent at firing.”
Agrawal: Web faces existential risk of closing up without new economic incentives
“I think there is a existential risk on the web that the web might close up more and more unless we figure out and solve problems in a way that incentivizes This data to remain open, and it must be optimal for most people for putting their content, their ideas,…”
Agrawal: Recommendation systems, search, and databases are converging into one
“My worldview is currently shaped, shaping into a convergence between recommendation systems and search systems and database systems. I think they're all going to start looking like the same thing.”
Akhund: Sponsor bank model proved far better for fintech valuations than charters
“Most of the ones that went with the charter model Either failed to get a charter, or even when they got the charter like there's a company called Varo that was like a Chime competitor, and Chime went with the sponsor bank model, and Varo went with the bank cha…”
Younis: Successful Startups Are Good Pretty Quickly, Not Out in the Woods
“One of the things I saw at YC were the good companies were good pretty quickly, and then were good for like 10 years. And then they went public. Like they weren't like this out in the woods for a long period of time. It's the exception, not the rule. The rule …”
Younis: Recruiting a co-founder after an idea creates glorified employees
“It's not come up with the idea and then go find a co-founder. Brett Berson: Why is that a bad idea? Qasar Younis: Because then it's my idea and then you join Brett as really a glorified employee. Because you weren't there at the birthing of the idea. And most …”
Younis: Applied Intuition's culture is closer to Elon's X than Google
“On the spectrum of like Google to, you know, working for Elon at X, like we're more on the Elon X. I don't, we're not anywhere near there, but we're more towards that than being like Google.”
Younis: Levels.fyi shows startups paying higher compensation than Google or Facebook
“You, like, you can just look on levels, FYI, you get paid more to go to a startup than you do at Google or Facebook, and those companies generate billions in cash flow a month.”
Younis: Top 10 employees at major AI startups make over $50M combined
“I'm positive a bunch of these, like, a big AI companies, just their top 10 folks are over fifty million in compensation. Just 10 employees.”
Early AI teams preferred managed evals over brittle open-source tools
“We actually heard early on from people and allergic, no reaction to that. They were like, Hey, we were using open source stuff and it's super brittle and it breaks all the time. And we just evals suck and observability sucks and we just don't want to deal with…”
Braintrust built a terrible go-to-market motion to test product strength
“I wanted at Braintrust to, again, in the spirit of skepticism, Build a terrible go-to-market motion early on, but make the product, make Braintrust only successful if the product was so good that despite being grossly incompetent at selling and marketing our p…”
Overhyped failure is much better for startups than dying in obscurity
“I think there's only one right answer, which is it's much better to be overhyped and then fail. I mean, obviously within the realms of morality and integrity, but I was, I sort of learned like, I don't want to be an obscure product that no one cares about.”
Pre-PMF startups must hire salespeople accustomed to working without PMF
“A classic example of this is when companies hire salespeople from extremely successful product-led companies, and they expect the salesperson to be good for their product-led company that does not have product market fit. That is not the right You actually wan…”
Tomer London: Initial product-market fit means 2 out of 10 prospects love the product
“Product market fit for me is that when you talk with 10 customers, two people are loving this and want this. That's great product market fit. Now, you need to figure out who's the two, who, what makes them special, who are the segments, and then you can pick 1…”
Cramer: Sentry refused Uber's lucrative enterprise contract to avoid on-premise software
“Uber actually did pay for a year for a support contract. And it was a lot of money. It was a big, big contract for us. And we did, we chose to not renew it. And I'm like, I don't want to be in that business. I don't want to sell on-prem software. I don't want …”
Cramer: Open source commoditizes markets by gutting competitor monetization
“If we don't make money, nobody will make money in this industry because we will gut the whole thing. And that was the entire strategy of like, you know what? It's okay that Uber doesn't pass because Uber's not gonna pay anybody. And we've just removed that. An…”
Cramer: Corporate sales teams are generally wildly dysfunctional and wasteful
“Sales teams, generally speaking, at companies are wildly dysfunctional and waste lots of money and lots of time on stuff that doesn't amount to anything.”
Cramer: Tracking startup adoption matters more than daily revenue or sales forecasts
“I actually, I could not tell you any of the day of the week, how much money we make. I can give you rough ballpark numbers of how many customers we have, and if we are growing net customers or not, and I can probably tell you we're probably missing sales forec…”
Cramer: Enterprise incumbents cannot compete with bottoms-up tools that win developers
“Enterprise companies cannot compete with us when we undercut them on price, when we undercut them on market share, when we are the developer's first choice.”
Cramer: Founders cannot replicate other startups' paths to product-market fit
“You can't apply their successes. It just doesn't work. Like, great. Century has product market fit. There's nothing you can learn from how we achieved it that you can apply to your business. Cause it was like, Just fortunate. Coincidence, right?”
Cramer: Founders who do not publicly represent their companies are failing
“And if you are a founder and you're not out there just like representing yourself and your company every day, you're, or as much as possible, you're doing it wrong. And so you still need to charge money. But I think the best founders I know, even if they're no…”
Saarinen: Companies mistakenly treat resources as headcount instead of output
“Companies don't really do it that much because I don't, I find they often think about the resources as number of people, not, not necessarily like the output of those people. So it's easy to say, like, we need to hire like a hundred more engineers, but maybe y…”
Saarinen: Startup success enables mass hiring, not the other way around
“I don't actually believe that those people are needed for the success. It's more that the company is so successful that they can hire these people. So it's like when you have the growth there, you are able to do that. That's the lesson people should take from …”
Saarinen: Productivity tools should optimize for individual contributors rather than management
“In the end, the productivity of any company comes from the ICs, like what the actual, what is actually the work output and the ICs engineers or designers or someone are building that output.
So I think if the tool should be optimized around anything, it should…”
Saarinen: Individual contributors and executives align on output while middle management obstructs
“I noticed in all of the companies I worked at that actually the ICs and the high level leadership was, I think more philosophically aligned because I think CEOs and a lot of the high level leadership, they just want to see things happening.
They want to see ou…”
Linear models user needs internally rather than building direct feature requests
“It's never been, even in the beginning or later stages, it's never that like we Listen to these users and then we build what they want or what they say. We went there, like, it's more like we have that model in our heads. And then if something doesn't quite fi…”
Saarinen: Startups should do the opposite of incumbent competitors
“You shouldn't probably emulate. You should almost do the opposite what all the other players in your domain are doing. And maybe you can take inspiration from some other companies in other domains and do something like similar there.”
Saarinen: Software should be structured for execution but flexible for leadership
“We could still be more opinionated on the lower levels where there's more of this volume and need for structure because there's more people and more things happening and the more flexibility you introduce, it multiplies a lot more. But once you get to the very…”
Product quality suffers across tech because organizations incentivize speed over craftsmanship
“Why quality doesn't happen in most companies. It's like, it's just because it's not incentivized. No one ever says you should do it. It's almost that no, we just want you to complete this task. We don't actually care how do you complete it too much. We just wa…”
Song: Identity startups face execution risk, not market risk
“Like I always tell whenever someone new joins, I never tell them like, oh, we have a market risk, like just identity is not a market risk company. It's fundamentally really an execution risk and it's a very high Execution risk because the idea is just so obvio…”
Song: AI agent and human behavior will be indistinguishable in 2-3 years
“Genuinely believe that like within the next two, three years, you won't be able to differentiate human behavior from agentic behavior.”
Jeff Shiner believes 1Password should have raised venture capital earlier
“Hindsight being twenty-twenty, I would have raised capital earlier.”
Long-term bootstrapping pride can psychologically inhibit founders from accepting necessary funding
“You can get to a point where you're proud of things you should no longer be proud of. Maybe said a better way, the things that you're proud of can inhibit you. And so, you know, once you've been Bootstrap for 10 years, and everybody's like, wow, you've grown t…”
Guild predicts Owner's CAC will match Shopify while LTV will exceed Toast
“Which ends up giving us customer acquisition costs in the future that look more like Squarespace or Shopify with lifetime values that are even greater than toasts over time because the attach rate is so high once you earn the trust on free products.”
De Milliano: Globally plug-and-play executives do not exist without value alignment
“The other thing that came out in all of these, like, conversations with folks is, like, if your values aren't aligned, there's, like, literally no way it's going to work. I think it's just actually pretty hard for there to be, like, globally relevant execs. Li…”
de Milliano: New executives face massive incentives to change company strategy
“New leaders have in almost every single scenario a huge incentive To say that they need to change the strategy.”
Busque: 100% of Guideline's 401(k) plans require automatic enrollment
“Today. A hundred percent of our plans are auto enrolled. So we don't have anybody that's opted out. If you don't want auto enrollment, you don't get a guideline plan.”
Anand: Prospective users should drive sales demos to build self-serve confidence
“We would have these, like, reverse demo conversations where I wouldn't traditionally demo the software. Basically, they would demo, like, they would demo it themselves. Like, they would sign up Share the screen, do the flow. I would help them do the individual…”
Anand: Platform fees are flawed pricing mechanisms that procurement teams challenge
“First, platform fees are inherently challenged. They are not great pricing mechanisms, and the reason for this is, first, it doesn't scale. After the first year, you want to keep raising the price because you want to, you know, you want to create more margin. …”
Clay combines AE, SDR, and sales engineer into one GTM engineering role
“We do sales through this, you know, we call it go-to-market engineering. And so this is collapsing three different roles into one. An AE, an SDR, and a sales engineer all into one role. And this is a person who's a bit more technical and background, who is goo…”
Anand: Investing in brand creates alpha for B2B software startups
“When you look at other B to B software, no one invests in it. And so when you have something that no one invests in, And everything kind of looks the same. A lot of early stage software is just about standing out. Because you're trying to make news about somet…”
Anand: Managers lose if an employee has to ask for a raise
“If someone on your team comes to you, you've already lost the game because they have been thinking about this. I promise you for weeks, if not months, because it takes a lot of courage and bravery to like go up to your manager or the founder and ask for more m…”
Handy: dbt Labs replaced its entire executive leadership team over 18 months
“The initial leadership team that I had grown the business with scaled for a long way, but over the past 18 months, I've replaced every single person that reports to me with like the folks that can scale to the Next level.”
Handy: Data software must become sales-led unlike engineering PLG tools
“When you sell to software engineering, sometimes you can go PLG for a lot deeper in the journey and, you know, Stripe and Twilio and others have done that very successfully. But data for a variety of reasons that are probably too boring to get into ends up nee…”
Marketing Sales Rely on Storytelling While IT Sales Demand Product Quality
“On the marketing side, A lot more rests on the go-to-market and having a good go-to-market story to tell and is less, a little less about the quality of the product. The quality of product obviously always matters, especially in retention and other things like…”