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 1,109 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 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: 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.”
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 …”
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…”
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: 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: 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: 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…”
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…”
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.”
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. …”
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: 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…”
Gupta: Scaling sales to IT and security is easier than marketing
“I think it's easier to scale out selling to IT and security because there is a process that they're going to go through that's well understood. They are going to be very rigorous in testing out the capabilities and making their decision. And I think on the mar…”
Executive Candidates Who Have Never Fired Someone Are a Red Flag
“Shocked how many people I interviewed that were senior directors, VPs, never fired someone before. I was like, okay, this is a pretty big red flag to me.”
Gupta: New enterprise products only need one killer differentiating feature to sell
“One thing that I've learned and I've learned this from our CEO rubric and I, it's, Just really gotten embedded into the way that I operate is that you need to just have one killer differentiating feature that you can sell on to begin with. So whatever that is,…”
Founders often resist the right growth lever because they dislike it
“When you find you probably already have the right answer and you probably just don't like it. So the reason you're not growing is because you're missing some important piece of information about the business model, about the market, about your customers. When …”
Early-stage startups cannot compete against incumbents on Meta and Google ads
“Ads, you know, let's just be specific. We're talking about Meta and Google. Those are the main ways you buy, and they're sold at auction, which means ultimately they're going to go to the people who can pay the most, which means the most well-funded companies,…”
Use paid ads for quick testing, not scaling early-stage startup growth
“Ads are a very good way to get traffic quickly for testing. So suppose, you know, you're an early stage B to B company and you have very little traffic and you've come up with three, you've interviewed all your customers and you found there's three different b…”
McCabe: Only people who hate corporate life can build great companies
“The only people who can start and build great companies are people who hate corporate life. And the people who love corporate life can't build and start great companies.”
Muthukumar: Marketers can switch domains easily, but not funnel mechanics
“It is much easier for someone to switch domains that they work in, but it's very hard to switch like the type of funnel that you've operated. Because if you're doing enterprise tops down sales, the type of channels and programs and initiatives and the type of …”
Schillace: Failing early is better than failing late in technology
“Failing on the early side, you at least have a chance to, like, course correct, right? Because if you don't spend all your resources and burn out completely, you can keep going, and maybe the world catches up to you, or maybe you make the world catch up to you…”
Schillace: There is no prize for being pessimistic and right in tech
“There's not really much of a prize for being pessimistic and right about these things. Ok, you get a ribbon. Who cares? The prize is for being optimistic and right.”
Schillace: You cannot short broad technological revolutions
“You can't go short on, like, technical, technological revolution, right? You can't, like, short solar or some crazy shit like that. It tends to be wrong. We tend to figure stuff out over time. You know, at best, you're right for a little while, and eventually …”
Schillace: Many businesses will be disrupted because their models rely on pixel expense
“I think there are lots of businesses out there that don't fully understand that they're predicated on the expense of creating pixels. And so similar disruption is in the works.”
Schillace: Engineers should think with AI models but plan with code
“The easy way to understand this is when I say you should think with the model, but plan with code because the models are, they're stochastic and fuzzy. And so if you want something reliable, you should build kind of a scaffold around it in code, something exec…”
Schillace: High-value LLM applications work like a cryptographic trapdoor
“The things that work well with LLMs have this shape almost like a cryptographic trapdoor. There are like things where it's started work for the human to create the work, but easy for the human to validate the work. Those are the things that tend to have high v…”
Winters: Only four acquisition engines can scale startups to a billion dollars
“There aren't that many that helped you become a billion dollar company. It's basically sales, virality, what I call like content loops, which is we distribute content directly to, you know, Google or to social networks to bring more people in, and then those p…”
Winters: Paid acquisition inevitably degrades and becomes unprofitable over time
“And the challenge with paid is It always looks better yesterday than it does today, unless you have a network effect business where the product quality is getting better, faster than the quality of people you're bringing are getting worse, right? Cause you alw…”
Winters: SaaS networks yield fewer venture wins than demand-owning marketplaces
“It's generally lower take rate. If you have a take rate model, it's gonna be more like five percent versus 15%. And then of course you're paying the payment processing. It's harder to build a massive scale business. So you see fewer venture wins in that catego…”
Winters: SaaS-to-marketplace transitions almost never work as a second phase
“I generally advise founders against marketplaces phase two of the company. So there are a lot, a bunch of people were like, ah, SaaS to marketplace transitions. That's the model. And I'm like, name an example in the last 10 years where that's actually worked. …”