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.

clear all ✕

why aren't all 80 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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

Insight
Slack won enterprise market share by forcing buyers to follow end-users
“Slack just blew away through enterprise because they built for users, not for enterprise buyers. And buyers were cornered to make that decision. As opposed to choosing Slack for the organization, not a single enterprise buyer I know has ever chosen the Slack f…”
Elena Verna Sep 22, 2022 ▶ 20:47 Why product-led growth is the future | Elena Verna (Amplitude, Miro, Surveymonkey)
Assertion Not checkable as stated
Ugarte: GrokBot successfully identified two autonomous tasks from my email and Slack
“The first task I gave it was go through my Slack, go through my email and suggest like five things that you can take off of my plate and what it would take for you to do that. And I suggested five and like two of them were actually really helpful. And I just i…”
Roman Ugarte Sep 8, 2026 ▶ 1:16:36 How we built Grok Bot in a month | Roman Ugarte (SpaceXAI)
Disclosure
Anthropic uses open Slack notebook channels as public internal Twitter feeds
“Everyone has these notebook channels where you kind of have like your own like Twitter feed in a way where you're just, Talking about your thoughts about things, and so you can go and, like, join the Slack channel, the notebook channels of people on research a…”
Amol Avasare Apr 5, 2026 ▶ 1:25:46 Head of Growth (Anthropic): Anthropic is automating its own growth
Disclosure
Fain: Slack shipped 65 polish improvements in a dedicated two-week sprint
“And so we implemented something called the customer love sprint. We said, okay, engineering, stop what you're doing as an entire team. We're going to spend two weeks. Just painting the inside of the cabinets. The only rule was engineers got to pick what they w…”
Jessica Fain Mar 22, 2026 ▶ 33:58 The art of influence: The single most important skill left that AI can’t replace | Jessica Fain
Disclosure
Fain: Slack used a 'Stewart plus two more' rule for Butterfield reviews
“We used to have this rule After a design review with Stuart, we'd go through the design review and he'd say, no, do it exactly like this. I want, you know, the button here and the interaction to be this. And frankly, he always had better ideas than we did, but…”
Jessica Fain Mar 22, 2026 ▶ 25:32 The art of influence: The single most important skill left that AI can’t replace | Jessica Fain
Assertion Not checkable as stated
Fain: Slack created unstructured feedback sessions after Stewart Butterfield rejected designs
“We implemented something at Slack with Stuart because we realized we were coming to him with, like, done designs, and he was like, what the fuck is this? This is completely different than how I had this in my mind. So Allie Rail, early Slack employee, implemen…”
Jessica Fain Mar 22, 2026 ▶ 21:05 The art of influence: The single most important skill left that AI can’t replace | Jessica Fain
Disclosure
OpenAI data scientists use Codex in Slack to diagnose metric changes
“Data scientists often here are using Codex a ton to just, like, answer questions, like, why do you think this metric moved? What happened? So questions, you know, you get the answer right back in Slack.”
Alexander Embirikos Dec 14, 2025 ▶ 42:08 Inside OpenAI: 2026 is the year of agents, AI’s biggest bottleneck, and why compute isn’t the issue
Disclosure
Butterfield: Cal Henderson and I are discussing what to do next
“Cal Henderson, who's the CTO of Slack, and who also, we worked together on Flickr, so have worked together now for 23 years, have been talking about what we want to do next if there is something.”
Stewart Butterfield Nov 20, 2025 ▶ 5:58 Mental models for building products people love ft. Stewart Butterfield
Assertion Not checkable as stated
Yehoshua: Slack employees use zero internal email
“No email, unless you're dealing with somebody external and now it's mostly Slack Connect anyway.”
Tamar Yehoshua Sep 26, 2024 ▶ 45:19 Lessons in product leadership and AI strategy from Glean, Google, Amazon, and Slack | Tamar Yehoshua
Assertion Partly supported
Crusson: Atlassian aimed to win enterprise communications before Slack and Teams
“I worked on HipChat and Stride. HipChat was one known, Stride less so we were trying to win the enterprise communications market before Slack and Microsoft Teams came about.”
Tanguy Crusson Jun 16, 2024 ▶ 3:35 Hard-won lessons building 0 to 1 inside Atlassian | Tanguy Crusson (Head of Jira Product Discovery)
Assertion Partly supported
Lemkin: Most of Slack's revenue was enterprise sales at IPO
“Slack started all self-serve. And by the time they went public, the majority of their revenue was enterprise sales.”
Jason Lemkin Feb 18, 2024 ▶ 6:50 Building a world-class sales org | Jason Lemkin (SaaStr)
Insight
Weiss: Asking candidates for their 'unfair secrets' yields practical operational insights.
“If I say unfair or secret, I usually mean, like, not something that you probably read on, like, a medium, but like, what did you learn? How did you learn it? And how does it work? And how do you apply it? You also just get amazing, interesting, like, bits of i…”
Noah Weiss Nov 29, 2023 ▶ 12:57 My favorite interview questions from 100+ guests
Assertion Contradicted
Weiss: Slack doubled paid customer growth after a 2018 self-serve pivot
“We wound up kind of doubling the rate of our new paid customer growth in the year and a couple of years after that and kind of reaccelerating the self service business.”
Noah Weiss Jul 23, 2023 ▶ 47:18 The 10 traits of great PMs, AI, and Slack’s approach to product | Noah Weiss (Slack, Google)
Disclosure
Weiss: Slack organizes AI development using central infrastructure and prototyping pods
“We have a kind of central machine learning and search team, but there's a lot of people have expertise in this field to build infrastructure that everybody can use. And what we've done is Because the space is evolving so quickly, like literally every month, li…”
Noah Weiss Jul 23, 2023 ▶ 25:30 The 10 traits of great PMs, AI, and Slack’s approach to product | Noah Weiss (Slack, Google)
Assertion Not publicly verifiable
Weiss: Slack's Original Pitch Deck Targeted Companies of 5 to 50 People
“When the original pitch deck came to the investors, they said, Slack is for companies of five to 50 people. At the time, the biggest company imagined using Slack was 50 people, because I don't know how this is going to work beyond that. You know, it'll become …”
Noah Weiss Jul 23, 2023 ▶ 54:53 The 10 traits of great PMs, AI, and Slack’s approach to product | Noah Weiss (Slack, Google)
Disclosure
Weiss: Slack's Early Enterprise Sales Called Domains Sorted by User Count
“And then by the time we then scaled our enterprise sales team, I mean, truly the exercise initially was just take customer domain, sort by number of active users and call them in the order of that, which is, you know, Hey, by the way, you have a couple thousan…”
Noah Weiss Jul 23, 2023 ▶ 55:39 The 10 traits of great PMs, AI, and Slack’s approach to product | Noah Weiss (Slack, Google)
Insight
Weiss: Critiquing competitor products helps unstuck teams unlock new ideas
“Whenever a team, I think either gets stuck or feels like they reached like a dead end in a direction is Doing complaint stores about the product area that they're in or using adjacent products just to get inspiration. And then I think it kind of unlocks a lot …”
Noah Weiss Jul 23, 2023 ▶ 29:05 The 10 traits of great PMs, AI, and Slack’s approach to product | Noah Weiss (Slack, Google)
Disclosure
Weiss: Slack develops zero-to-one features by establishing scratch incubation teams
“Structurally the way that we've approached it is that we've over time created kind of new teams from scratch that incubate in a new area before the areas mature. So we did that with a lot of these kind of native audiovisual products like huddles and clips earl…”
Noah Weiss Jul 23, 2023 ▶ 39:33 The 10 traits of great PMs, AI, and Slack’s approach to product | Noah Weiss (Slack, Google)
Assertion Supported
Singleton: Stripe Co-Created Stripe Billing With Slack and Figma
“And when we got to starting the Stripe Billing product, we realized that there were a number of our existing users. These were companies like Figma and Slack. We were already using Stripe for payments, but had these subscriptions business models. And we figure…”
David Singleton May 4, 2023 ▶ 18:44 Building a culture of excellence | David Singleton (CTO of Stripe)
Assertion Supported
Former Slack SVP Peter Vidani joined The Browser Company as an IC
“We just hired someone named Peter Vidani. When I was 20 building consumer social software, he was like the coolest, most impressive person. He was the first designer at Tumblr, ran the design team at Tumblr for seven years. and the most recently was SVP of de…”
Josh Miller Mar 19, 2023 ▶ 33:10 Competing with giants: An inside look at how The Browser Company builds product | Josh Miller (CEO)
Disclosure
Mixpanel routes customer feedback from BigQuery to Slack via Census
“Basically all these feeds information land in our data warehouse, which is BigQuery. And from there, they're pushed out via a reverse CTL tool we use called Census to Slack and Notion.”
Vijay Iyengar Jan 26, 2023 ▶ 32:23 An inside look at Mixpanel’s product journey | Vijay Iyengar
Disclosure
Figma leadership created a 'Concerning Tweets' Slack channel for Dylan Field
“So Chris, RCTL, and I kind of, like, intervened. We created this new channel, private channel called Concerning Tweets. And it's just, you know, for this small group of us that Dylan can kind of, like, drop those. And then these are tweets that aren't going vi…”
Yuhki Yamashita Jan 8, 2023 ▶ 25:32 An inside look at how Figma builds product | Yuhki Yamashita (CPO of Figma)
Assertion Supported
Walter: Slack revenue grew 10x from $50M during his tenure
“When I joined, revenue was around fifty million. When I left roughly four years ago, it was 10 extra.”
Jules Walter Jan 5, 2023 ▶ 5:07 Leveraging mentors to uplevel your career | Jules Walter (YouTube, Slack)
Assertion Not checkable as stated
Walter: Early Slack mobile changes increased activation by double digits
“Within six months, I was able to ship changes in the news experience, especially on mobile, that moved the needle by a lot, like double digit percentages within just six months. And we're talking about top line metrics, like activation.”
Jules Walter Jan 5, 2023 ▶ 8:28 Leveraging mentors to uplevel your career | Jules Walter (YouTube, Slack)
Insight
Rachitsky: Big tech's hidden perk is access to private strategy docs
“One of the best benefits of working in large companies, they have access to real life strategy documents, vision documents, things like that.”
Lenny Rachitsky Jan 5, 2023 ▶ 38:24 Leveraging mentors to uplevel your career | Jules Walter (YouTube, Slack)
Assertion Not checkable as stated
Lenny's paid newsletter Slack community has about 10,000 members
“Basically if you're a paid subscriber to my newsletter, you get access to the Slack and there's about 10,000 people in there, mostly PMs and founders and growth leaders.”
Lenny Rachitsky Nov 27, 2022 ▶ 1:00:30 How to be the best coach to product people | Petra Wille (Strong Product People)
What-if
Mosavat: Closer marketing partnership would have increased Slack impact
“What I think is I look at What could have moved the needle more and what could have made me a more sex successful leader at that company, it would have been partnering more closely with marketing, for instance, to figure out how we could be working on things t…”
Fareed Mosavat Oct 23, 2022 ▶ 49:25 How to build trust and grow as a product leader | Fareed Mosavat (Reforge, Slack, Instacart, Pixar)
Assertion Not checkable as stated
Fain: Almost no Slack PMs consulted her before executive reviews
“I can count on one hand when I was chief of staff, how many people asked me for advice before going into a product review with our CPO or other executive team to say, what do you think is most important to them right now?”
Jessica Fain Mar 22, 2026 ▶ 19:31 The art of influence: The single most important skill left that AI can’t replace | Jessica Fain
Disclosure
Kapoor: Figma logs sales feedback into Asana via Slack emoji
“We basically have, we store it in Asana, basically. We create, like, we have this integration which many companies might have, which is, like, a Slack integration where you can, like, react with an Asana emoji, and then, like, any piece of feedback that comes …”
Mihika Kapoor Apr 21, 2024 ▶ 50:09 Vision, conviction, and hype: How to build 0 to 1 inside a company | Mihika Kapoor (Product, Figma)
Disclosure
Walter: Misinterpreting curious questions as disagreement impeded his early career
“For me specifically, I realized whenever people ask me questions, if I didn't know the answer, I would have like all this negative self-talk. And I'd basically would, you'd ask me a question and question could be something like, why are we doing it this way? R…”
Jules Walter Jan 5, 2023 ▶ 27:28 Leveraging mentors to uplevel your career | Jules Walter (YouTube, Slack)
Assertion Not checkable as stated
Mosavat: Slack's Lifecycle team drove self-service from onboarding to monetization
“We were responsible for the self-service business at Slack, all the way from first sign out, first team creation, through to the first invites, activation, expansion. Monetization, and even connecting the dots with our SMB sales team to help nurture some of th…”
Fareed Mosavat Oct 23, 2022 ▶ 4:43 How to build trust and grow as a product leader | Fareed Mosavat (Reforge, Slack, Instacart, Pixar)
Disclosure
Forget The Funnel tags Slack messages by urgency to protect focus
“Something else that we do to protect each other's time is we like time, not timestamp, but we put like a little code in all of our messages. That's like either like, you don't have to listen to this before the end of day, or it's timely, or it's no rush so tha…”
Georgiana Laudi (Gia) Sep 29, 2022 ▶ 1:04:28 Customer-led growth | Georgiana Laudi (Forget The Funnel)
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