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.

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why aren't all 577 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

Assertion Not checkable as stated
Noronha: AI Integration Unlocked Organic Virality and Free Distribution for Gamma
“The inflection point came when we truly solved virality in the product by introducing AI. And at that point, we started getting distribution for free because people would make something great. They would share it with someone else. Those people would try it ou…”
Jon Noronha Jul 24, 2026 ▶ 48:09 How Gamma pulled off their AI pivot | Jon Noronha (Co-founder and CPO of Gamma)
Assertion Not checkable as stated
Gamma surpassed 100,000 daily signups in its first year without paid marketing
“And we were still doing no paid marketing at this time. So the only explanation for this was word of mouth growth, basically, you know, different kinds of word of mouth. But that 10,000 kept climbing upwards, 10,020 1030 thousand, to the point where in our fir…”
Jon Noronha Jul 24, 2026 ▶ 52:42 How Gamma pulled off their AI pivot | Jon Noronha (Co-founder and CPO of Gamma)
Assertion Not checkable as stated
Sager: Fintech competitors that sacrificed precision for speed failed completely
“I think we've had competitors that sacrificed, you know, everything at the altar of speed and it didn't work out and it didn't, and not at all.”
Eric Sager Jul 16, 2026 ▶ 15:01 Why great leaders make themselves obsolete | Eric Sager (COO, Plaid)
Assertion Not checkable as stated
Copplestone: Support outreach boosts Supabase account usage growth to 125% QoQ
“And what we do is we measure those who don't respond, how much did their the usage growth and actually we know like quarter over quarter, it's 25% versus those who have chatted to a success person and that's a 125%. So we can see the incremental uplift from th…”
Paul Copplestone Jun 25, 2026 ▶ 50:36 The egoless culture that built Supabase | Paul Copplestone (Co-founder, CEO)
Prediction Not checkable as stated
Moreno: High-touch enterprise sales principles will persist in AI era
“I think that at any large-scale organization, those foundational principles will continue to exist.”
Graham Moreno May 21, 2026 ▶ 5:38 Why old-school sales work still wins in the AI era | Graham Moreno (Head of GTM, Parallel)
Prediction Not checkable as stated
Moreno: Basic application sales jobs will be automated by AI
“I think if you're out there selling, like A basic application. It's probably fine. I also think those are the sales jobs that are gonna get AI'd.”
Graham Moreno May 21, 2026 ▶ 40:33 Why old-school sales work still wins in the AI era | Graham Moreno (Head of GTM, Parallel)
Assertion Not checkable as stated
Xero's AI financial chatbot hits 95% accuracy on scenario and advice queries
“One is like, we're ahead in the market. Nobody else does it. Second, and we're at like, 95% accuracy or something, like in the answers written on.”
Diya Jolly Apr 30, 2026 ▶ 43:40 AI killed the product roadmap | Diya Jolly (CPO & CTO of Xero)
Prediction Not checkable as stated
Compliance demands ensure traditional accounting SaaS workflows will not disappear
“Will SaaS apps completely disappear? I, will the workflows disappear? SaaS is an overload of terms. Probably not, at least in our category, just because it's compliance. You need, like, you need the workflows to prove that you're doing the right thing to submi…”
Diya Jolly Apr 30, 2026 ▶ 46:38 AI killed the product roadmap | Diya Jolly (CPO & CTO of Xero)
Assertion Not checkable as stated
Payne: DoorDash never subsidized expansion by selling dollars for 90 cents
“For a while, there was a narrative like, oh, we're giving away dollars for 90 cents. Absolutely not. You couldn't do that because you would lose money very, very rapidly. Too fast for a company that didn't have a lot of money.”
Christopher Payne Apr 17, 2026 ▶ 1:39 Scaling DoorDash to market dominance | Christopher Payne (Former COO, DoorDash)
Assertion Not publicly verifiable
Payne: DoorDash grocery, retail, alcohol, and Drive are each multi-billion dollar businesses
“So if you look at DoorDash, you'll say, okay, it's restaurants, it's grocery, it's alcohol, it's retail, right? It's DoorDash Drive, our platform business. All of these now are multi-billion dollar businesses that are, and so you have to have that.”
Christopher Payne Apr 17, 2026 ▶ 6:23 Scaling DoorDash to market dominance | Christopher Payne (Former COO, DoorDash)
Prediction Not checkable as stated
Degnan predicts the AI sector will face a dot-com-style market reckoning
“AI, same thing. There's gonna be a reckoning. There's going to be, there's a bunch of stupid companies out there or people that aren't operating in the right way.”
Chris Degnan Feb 26, 2026 ▶ 19:18 Snowflake’s first sales hire on scaling from $0 to $3.5B | Chris Degnan (Former CRO, Snowflake)
Assertion Not checkable as stated
Missing new logo targets slowed Snowflake's growth despite hitting revenue goals
“We were going to miss our new logo goals. Who cares? We're hitting our revenue goals. Well, it turns out it did matter and it slowed our growth. And then we put our foot on that gas and again, or that pedal again, and then we reaccel and that, that reaccelerat…”
Chris Degnan Feb 26, 2026 ▶ 22:31 Snowflake’s first sales hire on scaling from $0 to $3.5B | Chris Degnan (Former CRO, Snowflake)
Assertion Not checkable as stated
Snowflake once paid a single sales rep a $1 million deal commission
“And because our commission rates were not built to like get these three million dollar deals, you'd have a rep that might make. A million bucks on that deal. In fact, we did. And so the rep makes a million bucks”
Chris Degnan Feb 26, 2026 ▶ 29:29 Snowflake’s first sales hire on scaling from $0 to $3.5B | Chris Degnan (Former CRO, Snowflake)
Assertion Not checkable as stated
Grosser: John Collison said cross-functional colleagues she doubts are "dead to her"
“He said, within your own organization, you do a great job of being both demanding and supportive. Cross-functionally, when you don't think somebody's good at their job, they're dead to you.”
Jeanne DeWitt Grosser Feb 5, 2026 ▶ 1:10:00 Executive Function: Build systems that can decide without you | Jeanne DeWitt Grosser (COO, Vercel)
Assertion Partly supported
Kanter: Healthcare transactions cost orders of magnitude more than SMS or AWS
“When you compare the price of a, Claim or an eligibility check to a text message or to a transportation status message or to an S three read or write or storage or something like that. It's orders of magnitude more expensive.”
Zack Kanter Nov 6, 2025 ▶ 55:51 How to build a company you’ll run forever | Zack Kanter (Founder and CEO of Stedi)
Assertion Not checkable as stated
Stauch: Serval supports the entire Microsoft stack via API context
“For us, it's as simple as giving our system context on the Microsoft API, and now we support everything Microsoft. And that architecture decision allows us to just, you know, serve those customers instantly and with very few Hours of development”
Jake Stauch Oct 23, 2025 ▶ 32:22 Go hard early: How lessons from Verkada shaped this AI-native IT platform | Jake Stauch (Serval)
Assertion Not checkable as stated
Stauch: Verkada scaled to 1,000 employees with only two product managers
“I mean, Verkata was a thousand people and had two PMs.”
Jake Stauch Oct 23, 2025 ▶ 58:21 Go hard early: How lessons from Verkada shaped this AI-native IT platform | Jake Stauch (Serval)
Assertion Not checkable as stated
fal surpassed $100M ARR, scaling from $2M the previous summer
“Now it's over a hundred.”
Gorkem Yurtseven Oct 22, 2025 ▶ 38:40 The pivot that paid off: How fal found explosive growth | Gorkem Yurtseven (Co-founder and CTO)
Assertion Not checkable as stated
Sekar: Samsara hired its first SDR before having a finished product
“And in fact, we hired our first ADR or SDR before we had a product to sell. And their job was to book demos. So myself and one of our product managers could basically do Live demos of what we were building and get people to say, hey, I will try this out once i…”
Kiren Sekar Sep 11, 2025 ▶ 54:24 Saying yes to everything: How customer obsession built Samsara | Kiren Sekar (CPO)
Assertion Not checkable as stated
Series A investor rejected co-CEO structure to have someone to fire
“I remember in our series A, We had like an org chart because that seemed important to put in the deck when we turned up and we had like co-CEO on there for me and him. And one of the investors like this, what is this? Like, what is this nonsense? I need someon…”
Sam Chaudhary Sep 3, 2025 ▶ 16:19 Starting an education giant in a “bad market” | ClassDojo’s story | Sam Chaudhary (Co-founder & CEO)
Assertion Not checkable as stated
ClassDojo has never spent a single dollar on paid user acquisition
“To this day, we still haven't paid a dollar for user acquisition. So a hundred percent of our growth has been some combination of word of mouth, virality you know, some community stuff, like basically zero marginal cost programs.”
Sam Chaudhary Sep 3, 2025 ▶ 38:28 Starting an education giant in a “bad market” | ClassDojo’s story | Sam Chaudhary (Co-founder & CEO)
Assertion Not checkable as stated
ClassDojo retained users at 6x the rate of typical consumer apps
“You see companies with consumer apps usually have five to 15% retention to 30 days later or something. And we were at like six X that like six months later, you know, and it was wild.”
Sam Chaudhary Sep 3, 2025 ▶ 44:14 Starting an education giant in a “bad market” | ClassDojo’s story | Sam Chaudhary (Co-founder & CEO)
Assertion Supported
ClassDojo raised a Series C at year seven with zero revenue
“We got to seven years in, and we were 30 people, and we'd done the Series C at 30 people, right with zero dollars of revenue.”
Sam Chaudhary Sep 3, 2025 ▶ 44:42 Starting an education giant in a “bad market” | ClassDojo’s story | Sam Chaudhary (Co-founder & CEO)
Assertion Not checkable as stated
Two-thirds of ClassDojo Tutor customers had never hired a private tutor
“But the thing that really blew me away was something like two out of three families paying for that had never paid for a tutor before in their lives.”
Sam Chaudhary Sep 3, 2025 ▶ 54:05 Starting an education giant in a “bad market” | ClassDojo’s story | Sam Chaudhary (Co-founder & CEO)
Assertion Supported
Akhund: Mercury Had More Total Customers Than SVB at Collapse
“We were actually like bigger than SVB at that point in terms of number of customers, because SVB was really focused on like venture-backed startups, whereas we had like a broader set of SMBs”
Imad Akhund Aug 6, 2025 ▶ 57:13 Ignoring Silicon Valley advice to build a $3B fintech unicorn (Mercury)
Assertion Not checkable as stated
Younis: Applied Intuition has retained nearly all of its $1B raised
“We are a profitable company. We've been for many years. We've grown, you know, we've raised, you know, hundreds of millions in the company's history, close to a billion. We have all of that in the bank.”
Qasar Younis Aug 1, 2025 ▶ 8:17 Inside the ex-YC partner’s $15B self driving car company | Qasar Younis
Prediction Not checkable as stated
Younis: Robotaxi and passenger car autonomy strategies will converge
“There is a ever increasing view that Actually, the strategy of a robotaxi and the strategy of a passenger car autonomy are going to collapse in China. It's showing that more and more.”
Qasar Younis Aug 1, 2025 ▶ 35:52 Inside the ex-YC partner’s $15B self driving car company | Qasar Younis
Assertion Not checkable as stated
Cramer: Sentry's open-source core technology is used by every single competitor
“All the tech that makes Sentry valuable is permissive open source. And for example, we have this one technology used by every single competitor in the world, you know, from the biggest to the smallest. We give that away for free.”
David Cramer Jun 19, 2025 ▶ 1:35:08 How rejecting conventional wisdom grew Sentry to a $3 billion company | David Cramer (Co-founder)
Assertion Not checkable as stated
Reducto won a Fortune 10 customer by shipping fixes within an hour
“We actually certainly were not like a full feature parody option compared to some of the other vendors that must have talked to them. But a big part of what they were betting on wasn't just the immediate state of the product. It was Me and Ronak, it was them s…”
Adit Abraham Apr 29, 2025 ▶ 31:16 How a weekend hack became a multimillion-dollar AI startup | Adit Abraham (CEO at Reducto)
Assertion Supported
Guild: Most restaurant discovery happens on Google, not DoorDash or Uber Eats
“It's still not DoorDash or Uber Eats. The vast majority of restaurant discovery still happens on Google, but that was especially true eight years ago.”
Adam Guild Mar 27, 2025 ▶ 25:29 Scrappy tactics and a huge post-COVID pivot | Adam Guild (Co-founder and CEO of Owner)
Assertion Supported
Stripe's internal culture doc was eviscerated on Hacker News
“There was some controversial, controversial, there was some stuff in there that was basically just like, you got to be willing to work really hard to actually, you know, be successful here long term. Oh my gosh, it was so controversial when it came out on Hack…”
Eeke de Milliano Mar 6, 2025 ▶ 15:20 What makes (or breaks) executive hires | A deep dive with Eeke de Milliano (Stripe)
Assertion Not checkable as stated
Busque: Guideline created the SMB 401(k) market with Gusto's help
“We totally made this market with the help of gusto in our early days.”
Kevin Busque Feb 20, 2025 ▶ 10:30 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Contradicted
Busque: Guideline was first in US to charge SaaS-based 401(k) fees
“We're the first one charging a SaaS-based fee for a four one K benefit in the country.”
Kevin Busque Feb 20, 2025 ▶ 13:26 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Not checkable as stated
Busque: Integrated 401(k)s cut payroll churn in half and double LTV
“When you take that into account and you attach a four one K or an integrated four one K solution to the payroll product, it cuts it in half. Right. So their LTV doubles, which is fantastic for them.”
Kevin Busque Feb 20, 2025 ▶ 34:18 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Not checkable as stated
Busque: The first 10 Lyft drivers were recruited from TaskRabbit
“Like the first 10 Lyft drivers were TaskRabbits because John at the time didn't know how to do background checks and like we wrote background checks. For TaskRabbits, right?”
Kevin Busque Feb 20, 2025 ▶ 1:06:13 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Not checkable as stated
Busque: Guideline's technical infrastructure cuts out middlemen to create a pricing moat
“Our technical moat led to our pricing moat. You couldn't compete with guideline on pricing still. It's very difficult to compete with us on pricing because we don't have to pay all these middlemen.”
Kevin Busque Feb 20, 2025 ▶ 1:13:31 Inside Guideline's mission to modernize 401(k)s | Kevin Busque (Co-founder and CEO)
Assertion Not checkable as stated
Magnuson: Early app makers rejected Braze because engagement raised server costs
“And even when we went and talked to some of our potential early customers, I remember someone telling me that they didn't want our service because the sooner people stopped using their app, the sooner they could stop paying the server bill for those people. An…”
Bill Magnuson Feb 6, 2025 ▶ 33:03 Inside Braze’s blitz to $500M in CARR | Building broad, going global, and outfoxing the competition
Assertion Not checkable as stated
Anand: Clay manually invoiced customers via Stripe until hitting $1M ARR
“In January of 23, I mean, it'll be interesting to share that, like, we didn't have billing in the product. You couldn't pay for Clayton in the product until past a million in ARR. Until a million in ARR, I was just sending Stripe invoices to people, which was …”
Varun Anand Jan 23, 2025 ▶ 16:18 Clay's unconventional path to $1.25B: Rethinking GTM, pricing, and enterprise sales | Varun Anand
Assertion Not checkable as stated
Handy: Enterprise data migration to the cloud truly began in 2020
“Enterprises really started moving to cloud for their data in twenty-twenty. There was like Hadoop stuff going on before that, but that like never really achieved any level of maturity or real penetration. And yes, Redshift and stuff like did exist prior to, an…”
Tristan Handy Dec 19, 2024 ▶ 48:08 Building a $4B data platform: Inside dbt Labs' unconventional path | Tristan Handy (Founder & CEO)
Assertion Supported
A Negative WSJ Article Forced LiveRamp's Pivot to Product-Market Fit
“We ended up having this Wall Street Journal article come out about the company that was really negative about the practices that we were using around data collection on the internet. So we ended up having to really shut that down and pivot to a totally differe…”
Anneka Gupta Oct 10, 2024 ▶ 5:16 Shifting Career Altitudes: Insights from a CPO That's Led Nearly Every Function | Anneka Gupta
Assertion Not checkable as stated
LiveRamp churned zero enterprise customers while stripping 90% of legacy features
“We didn't end up turning any of the customers, even in this move, because what they actually cared about was this piece of the technology really working and We did that within nine months”
Anneka Gupta Oct 10, 2024 ▶ 29:41 Shifting Career Altitudes: Insights from a CPO That's Led Nearly Every Function | Anneka Gupta
Assertion Not checkable as stated
Lerner: 95% of PayPal's Growth Came From Just Five Initiatives
“When I look back on it, all of our growth, all of like, 95% of it came from like five things.”
Matt Lerner Sep 26, 2024 ▶ 3:53 How to find & pull startup growth levers | Matt Lerner (Founder of SYSTM, Author of Growth Levers)
Assertion Not checkable as stated
Moore: Crossbeam's most requested feature was integrating with its main rival, Reveal
“The number one requested feature throughout all of Crossbeam was for us to integrate with Reveal and to support the companies that were on the Reveal network.”
Bob Moore Sep 19, 2024 ▶ 1:09:57 How to find — and keep — product-market fit | Bob Moore (Crossbeam, RJMetrics, Stitch Data)
Prediction Not checkable as stated
Schillace: Durable AI value will accrue to trusted personal data holders
“So that's kind of where that durable value will wind up being, I think, over time. It's kind of the holders of the data and the companies that we can trust to, you know, hold that data and trust to give us the right answers are probably where their value is.”
Sam Schillace Jun 6, 2024 ▶ 35:30 Developing technical taste: A guide for next-gen engineers | Sam Schillace (Microsoft, Google Docs)
Assertion Supported
Schillace: Physicians paired with AI diagnostic tools perform worse than AI alone
“There's a study I saw a while ago that compared like an AI based system, AI only physician only and AI plus physician An AI plus physician did worse than AI only. The physician kind of dragged the AI down because they didn't trust it.”
Sam Schillace Jun 6, 2024 ▶ 1:02:16 Developing technical taste: A guide for next-gen engineers | Sam Schillace (Microsoft, Google Docs)
Assertion Supported
Winters: The pandemic permanently fixed DoorDash's unit economics by eliminating latency
“Then the pandemic hits and all the unit economics of DoorDash flipped positive because everyone's all of a sudden ordering online and all the drivers are much more busy, which means all the latency in the model that was creating the losses went away.”
Casey Winters May 30, 2024 ▶ 27:16 How to build and scale winning marketplaces | Casey Winters (Eventbrite, Pinterest, Grubhub)
Prediction Not checkable as stated
Winters: GOAT will probably stay sneakers-only, limiting its growth
“It probably always will be a sneaker marketplace, and that will limit ultimately how big that company could get.”
Casey Winters May 30, 2024 ▶ 41:30 How to build and scale winning marketplaces | Casey Winters (Eventbrite, Pinterest, Grubhub)
Assertion Supported
Mark Zuckerberg once argued having multiple online identities was intellectually dishonest
“Mark Zuckerberg was very adamant for a while that in the future there would be one profile online. There was a point where he thought it was almost intellectually dishonest to represent yourself in different ways online.”
Adam Nash Apr 4, 2024 ▶ 23:41 Building products that delight customers | Adam Nash (Daffy, Wealthfront, LinkedIn, eBay, Apple)
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