Molly Graham's Handbook for Leading Through Hypergrowth: Legos, J-Curves, and Why She Likes Being Scared

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Overview

Molly Graham has spent roughly 18 years inside companies that were growing faster than anyone could keep up with: Google, Facebook, Quip, and the Chan Zuckerberg Initiative. She now runs Glue Club, a community for leaders in fast-changing environments. In this conversation, Lenny Rachitsky set out to collect the "greatest hits" of the frameworks Graham has developed, several of which were nominated by former colleagues. Her central argument runs through all of them. In a company that is scaling quickly, you have to grow as fast as the company does. That means repeatedly giving up what you have mastered, taking on work you are unqualified for, and building structures that stay clear while everything else keeps shifting.

30 min read

Graham frames all of it as hard-won rather than prescriptive. She repeats something Ami Vora once told her, that "all advice is just someone telling you what they did," and describes her own record this way: she made every mistake in the book, got to the end of the book, and started inventing new ones.

5:26

Where the frameworks came from

Graham started in tech at Google in 2007, the week the iPhone launched. Google already had thousands of employees, but her communications department grew from 25 people to 125 in nine months. She calls that her first real experience of what extremely fast growth feels like, and the place where she started building the tools she still teaches.

She then followed Sheryl Sandberg and Elliot Schrage to Facebook in 2008. She stresses the context. Facebook had about 80 million users, roughly $270 million in revenue and 500 employees, and it was smaller than MySpace. The outcome did not feel inevitable. Many people assumed it would be sold to Microsoft, and friends asked her whether it wasn't just a site for college kids. When she left about six months after the IPO, five years later, Facebook had around 5,500 employees, $5 billion in revenue and more than a billion users.

Next she wanted to learn how to build something from nothing. She joined Bret Taylor's startup Quip a couple of months before launch and ran everything outside product and engineering. The experience taught her that going from zero to one is very different from "holding on for dear life" while a company scales around you, and it taught her how lonely building can be. Quip was eventually sold to Salesforce. Her last chaotic scaling job was helping Mark Zuckerberg and Priscilla Chan start the Chan Zuckerberg Initiative in its first two years. Philanthropy sounds calm, she jokes, but CZI had about 30 people the week she joined, bought two companies that same week, and grew to around 250 people that year. She says it required every tool she had collected.

Graham describes a personal study behind all of this. She wants to know what it takes to thrive inside changing companies rather than just hang on, and what separates a business that grows and then plateaus from a generational one. Her examples of that contrast are Twitter or MySpace versus Facebook, "billions in revenue versus hundreds of billions." A pattern she comes back to is that she only takes jobs she is "highly unqualified for." She gets bored easily, which she calls both a strength and probably her greatest weakness. "So, I like being scared."

11:42

"Give away your Legos"

Graham's best-known framework began at Google, and she calls Facebook "a masterclass" in it. She describes rapid scale as someone dumping a huge pile of Legos in front of kindergarteners and telling them to build something. The early feeling is excitement mixed with overwhelm, and people half expect to find an instruction manual under the pile. Eventually you get momentum and build a house, and you decide you were put on earth to build houses.

Inside a scaling company, she says, the moment you feel that way, "almost assuredly" someone will arrive to tell you it isn't a house, it's a neighborhood. You are asked to hand your half-built house to a new hire and go build dog parks and streets. The reaction is predictable. You aren't done with the house, you worry the new person will ruin it, you suspect houses were the fun part, and you fear dog parks will turn out to be irrelevant. She describes the mix of emotions as territorial paired with excitement and fear paired with joy. Then you get good at neighborhoods, and someone shows up to say it's a city, a country, a world.

She presents this as both the torment and the opportunity of scaling companies. The ground moves under your feet, and as soon as you get comfortable someone makes sure you aren't. But you can also go from being good at houses to knowing how to build entire worlds. Her main argument is that the company's growth curve is also the curve of how fast your job is getting bigger. If you stay and keep building houses, you end up buried under the pile. The opportunity is to stay on top of it by giving your job away regularly. At one point at Facebook she was giving her job away about every three weeks, "constantly rehiring" herself. She also recalls having regular "Legos talks" with colleagues once they started asking things like why a particular person was being hired or what some other team even did.

17:09

Bob the monster and the two-week rule

Lenny pointed out that knowing you should give away your Legos is different from being able to do it. Graham's tool for this comes from growing up on the Muppets. She realized that the emotional roller coaster of change would never go away, and that it may get worse with seniority, because you feel you are supposed to know what you're doing. So she externalized those emotions into a small monster she named Bob.

Bob's job, as she describes it, is to make you the worst version of yourself. He wants you to knock over the person who took the fun Legos, send rage emails at 9 p.m., and "burn the house down." Bob never leaves, so the skill is letting Bob do his thing without acting on it. The emotions are "normal and they are not useful." They are not a compass.

She also rejects the common advice to sleep on it. In her experience, the rage email you wanted to send at 9 p.m. is still one you want to send at 8 a.m. Her rule of thumb from Facebook is to give it two weeks. Reactions to a new hire, a reorg or getting layered tend to come in waves and pass within days. Anything that is still there after two weeks is "the real stuff," and you should raise it with a manager, friend or coach. "Everything else is just Bob."

19:52

When not to give away the Legos, and why careers are long

Asked whether there is ever a time to fight a change, Graham says she has no rule of thumb. In general, she thinks embracing change is much better than fighting it, because you can't see what is around the corner. She singles out being layered, when a manager is brought in above you, as one of the hardest experiences. She has also seen many cases where it turned out well even though the person couldn't see that at the time. Sometimes you learn it's time to leave or that this isn't the right pile of Legos for you, but in her view holding on "almost always leads us to the worst version of ourselves." Lenny called this a Buddhist way of thinking, and also noted that the Legos were never really yours. They belong to the CEO and the shareholders.

Graham adds a perspective she says comes from seniority. Work can feel as though your life is on the line, and a friend of hers points out that "careers are long" and nobody tells you that. A moment that feels dire is one chapter, or even part of a chapter. Lenny mentioned that he is on his fourth career, and Graham replied that the most interesting careers wind, with starts, stops, failures and successes, and that control is rarely what makes them work.

23:32

J-curves versus stairs

Sara Caldwell of OpenAI told Lenny that the J-curve framework was the one that helped her most in her career. Graham has given a TED talk on it but told the fuller story here.

She spent her first two years at Facebook in HR, working on employment branding and culture, and planned to stay until the IPO. Then Chamath Palihapitiya, who ran growth and mobile, took her to lunch and told her, in her paraphrase, that she was useless in HR and should come work for him. She says he has a way of insulting and complimenting you in the same sentence. The last option he offered was building a mobile phone. She had four reactions at once: this is incredibly stupid, is this actually happening, and it sounds kind of fun. Her boss, Lori Goler, was surprised he had offered it. Sheryl Sandberg told her the project would be dead in two months but that she could still take it because she would keep a job at Facebook. Her father told her not to do it. A friend asked why she didn't find out whether her skills were transferable.

She took the job and spent six months feeling "like an absolute idiot," asking the dumbest questions of her life in rooms full of brilliant people. At the end, Chamath gave her the lowest performance rating she had ever received, and she says he seemed to take some pride in it. The turn came after repeated trips to Taiwan for the hardware work. She came back and drew the layout of a mobile phone on a whiteboard to explain to him why something he wanted wasn't possible, and walked out realizing she actually knew things. Over the next three years she became an expert in mobile. She is blunt that the phone itself was a massive, costly failure for Facebook. It was not a failure for her, because it showed her she could take on things she didn't know about.

When Chamath pitched the job, he drew the framework on a whiteboard. Most people treat careers as stairs: you get promoted every two years, from manager to senior manager to director. He called that boring. The more fun careers are like jumping off cliffs. You do fall, for what Graham estimates is about six to nine months, but then you climb out on a J-curve that takes you far beyond where the stairs could have. Graham says that has been her experience. She believes fast-growing companies are especially good places to jump. Once people there believe you are capable, they will give you opportunities you are "deeply unqualified for." She ended her time at Facebook in product after also doing business development and hardware. Nobody would have hired her for those roles at the start, and she says she got them because she kept saying yes.

29:33

Which fears to listen to

Lenny asked how to tell a worthwhile J-curve from a fall that doesn't end. Graham separates kinds of fear. Financial fear is a concrete example of the kind you should listen to. She tells people to do the math. What monthly number do you need so you aren't constantly terrified, and can you cover it with consulting or other work? That number varies a lot by background and circumstances. She distinguishes "specific financial anxiety," which is useful, from "existential financial anxiety." The specific number is often smaller than your brain makes it out to be. She describes telling friends that if their number is $5,000 or $10,000 a month, the question is whether they believe they can get a consulting gig that pays that. Either they do or they don't. Lenny described his own version of this before taking a year off: he budgeted for six to twelve months of no income and decided in advance that he was comfortable spending it.

The other kind of fear, "I'm scared I can't do this, I'm scared I'll fail," Graham treats as a flashing green light. Taking the risk either proves you can do it or teaches you something about yourself. Her own example is her product role, the last chapter at Facebook. She says she is not a good product manager. She has a strong product mindset and can hold her own with product people, "but I'm not the person that cares about the button." She would not have learned that without trying. In her view, the biggest benefit is self-knowledge. Nothing accelerates it faster than trying something you don't know how to do and are scared of. Lenny quoted the line "the cave you fear contains the treasure you seek," and Graham agreed.

34:41

Being a professional idiot

On how to survive the bottom of the J-curve, especially when a project may fail before you climb out, Graham says the most valuable thing during the fall is learning, and nobody can take that away even if the project fails. She advises becoming a "professional idiot," the person who asks in meetings what everyone is talking about or what a word means. Often the question you thought was dumb turns out to be one everyone had and nobody dared ask. She calls this her superpower. She is the one who asks whether there are goals and why the meeting is happening, and she says that is usually what she was hired to do, which is to bring clarity.

Lenny compared this to Zevi Arnovitz, a young PM at Wix who first tried to be a "10x PM," flopped in an early meeting, and later impressed people with how quickly he improved. Zevi concluded that what people wanted from him was to be a 10x learner. Graham connected this to a conversation with a friend whose child is a high-school senior. Given what is happening with AI, they kept coming back to soft skills: grit, hard work, and learning how to learn. Inside companies, she says, "what you know today is way less valuable than what you can learn by tomorrow." She mentions hearing that Google rewrote its entire codebase every eight years, probably faster now, as an illustration that people who stop evolving become irrelevant. She calls evolution the underlying point of the Legos idea.

38:35

The waterline model: snorkel before you scuba

Graham is clear that the waterline model is not hers. She says it comes from "some business book somewhere." She learned it at her first job out of college, leading 75-day wilderness expeditions in Patagonia and Alaska for NOLS, the National Outdoor Leadership School, which teaches leadership and communication through expeditions. She now teaches it in Glue Club as a way to diagnose teams that aren't working.

In the model, a team is a boat trying to reach a destination, which stands for its goals. How hard that is depends on what is happening beneath the water. There are four layers from the surface down:

  1. Structural: goals, vision, roles and expectations, the structures that touch every member of the team.
  2. Dynamics: how the team works together, including culture, decision-making and conflict resolution.
  3. Interpersonal: relationships between two people.
  4. Intrapersonal: issues within a single person.

People usually dive to the bottom first and blame individuals. The rule is to "snorkel before you scuba." According to Graham, about 80% of team problems are structural or about dynamics, so you start at the top. Her most repeated advice in Glue Club is that if a manager does nothing else, their only goal should be clear roles and clear expectations. When she has taken over teams, she says, she has almost always found that no one knew what their job was or what success looked like. Fixing those two things resolves a large share of the other problems. People do cause problems, she acknowledges, but often because they are working inside a confusing structure.

When she asks founders for their goals, the answer is often unclear, and she considers that a structural problem in itself. People can't decide what to do each day without knowing the priorities, their role, the number they were hired to drive, and how that number connects to company goals. For performance issues, her first question is whether the person actually knows what is expected of them. Her approach is a two-way conversation. She says what she is seeing and asks what is going on for them. On listening tours she asks people what they think their job is and what number they were hired to drive, because their picture often differs from the manager's. "You described an elephant and they spat out a tiger." Clarifying sometimes transforms performance and sometimes doesn't, but she always starts there. She warns that you will feel like a broken record. You may have said something 45 times, and it turns out nobody heard the first 43.

47:27

Six rules for goals

Before listing her rules, Graham says she has "a bone to pick with OKRs." Founders often answer her question about goals with a spreadsheet of a hundred lines that reads like Greek. Goals, she argues, are a communication tool that tells people what to work on when they sit down each morning, and a huge spreadsheet doesn't do that. Goals should also fit the company's stage. At seed stage she sets goals every two months and iterates. An established business with a clear go-to-market machine can set annual goals, but for an early-stage company she calls annual goals a waste of time. Most of her rules come from Facebook, which she thinks was very good at this.

1. No company needs more than three goals. Facebook had the same three for the five years she was there: growth, measured as monthly active users, engagement, meaning how often people came back, and revenue. Goals were set roughly every six months. Her argument is that if Facebook could be governed with three goals, any business can.

2. One goal must win in a fight. People need to know what matters most. Her example: you could add monthly active users by buying bots in Indonesia, which would raise MAU but not engagement. At Facebook it was always clear that engagement won, because engaged users drive revenue and were "the heart" of the site.

3. Explain it like I'm five. An intern who started on Monday should be able to read the goals and understand them. That means spelling out acronyms and using numbers that make sense to ordinary people.

4. Strategy should hurt. She used to phrase this as "set non-goals," but she prefers Claire Hughes Johnson's line from Scaling People. If you aren't making painful trade-offs, you aren't helping people prioritize. People will work on something every day. Either you choose their priorities or they choose for you. When a founder insists on ten goals, she tells them six won't get done, so they can pick the four or let others pick.

5. One goal, one owner. Every number has a single name next to it, and that person is not the CEO. "Two people owning a goal is no one owning a goal." She calls this painful organizational work. Lenny said that at Airbnb they described it as needing someone's neck on the line, and that single ownership is highly motivating. Graham said it creates "a flood of clarity" that flows down from the owner.

6. Goals alone are not enough. She quotes James Clear's observation that winners and losers have the same goals. Founders tell her they set goals and nothing happened, and when she asks what they did afterward, they don't know. You need a process to follow up, hold people accountable, and learn. Early on especially, setting a goal is a way to find out how hard it is to move a number.

In practice, she says she doesn't audit goals scientifically. She asks a lot of "really dumb questions" until founders can state the one sentence and the one number they are trying to get across, and she notes that writing a hundred-line spreadsheet is easier than naming a business's three real drivers. Lenny added that Facebook's business, with its social network, marketplace and ads, was at least as complicated as most, which strengthens the case that three goals are enough.

57:42

Rules of thumb for leading through change

Graham says she isn't the person for management basics like running a good one-on-one. Her focus is leading through change, and she offered four rules.

You don't have to have all the answers. New leaders feel they are supposed to know. Graham says a leader's job, especially during rapid change, is to get good at finding answers and bringing people together to find them. That means saying "I don't know, let's go figure it out" often, which feels frightening. She has found that the most experienced leaders say it all the time. Lenny linked this back to Bob, the voice calling you an impostor. Graham called handling it a muscle and said that in a world changing this fast, "the war will be won by the people that are good at exploring and figuring it out."

Don't promise things you can't control. Recruiting tempts you to promise a smooth onboarding, a clear vision, or that someone will be CMO forever. She says promises about stability, titles, or never hiring over someone should be a flashing red light, because going back on a promise is the fastest way to demoralize high performers. It is better to be honest about what you can promise and hire people who are fine with that. She borrowed another line from Claire Hughes Johnson, who spoke at Glue Club: such promises are "letter bombs that you mail yourself" that explode about a year later. Lenny told a story from early in his career. He promised a leader who was angry about a late project that it would never happen again, and was told not to promise that because he couldn't guarantee it.

Firing is as important as hiring. Companies spend lots of time on hiring and little on recognizing when someone isn't working out. People who don't fit become "barnacles on a ship," a drag on the team. Graham says even the best hiring managers are right only about half the time, which means about half of hires will need to be let go. She calls that a critical skill during periods of change.

Serve the business, not the people. Leaders who want to be liked, and she mentions Enneagram twos specifically, get tangled up in the people during firings, reorgs and layering. Her mantra is that everyone is better off if the company is wildly successful, so the right decision is whatever is right for the business. She says this also helps when someone's "Bob is raging all over the company," because everyone officially shares the goal of building the biggest business possible. Lenny shared a tool from one of his managers: ask what you would do if the person would have no negative reaction, do that, and then figure out how to communicate it as kindly as possible. Graham summarized it as "direct is kind." These decisions never become easy, she says, but you learn to recognize them faster.

1:07:51

Invest in high performers

Graham argues that managers tend to spend their energy on people who are struggling and leave high performers alone because they're doing fine. She thinks that is backward. High performers are the future of the company and where the "10x return" comes from, while time spent on low performers is mostly wasted, which ties back to her point about firing.

Her method is to run experiments. She forms a theory about what a person can do, then tests and refines it step by step. She might give them less guidance, a bigger project, more visibility, or less oversight. Along the way she tries to match what she learns about the person to what the company needs: "this person's great at zebra farming. Where do we need zebra farming?" This is how, in her words, a project manager can end up running a whole function. She says people did this for her at Facebook, pulling her into projects because they saw potential, and it unlocked a great deal for her.

1:11:01

Lessons from Zuckerberg, Sandberg, Larry and Sergey, and Taylor

Graham chose three lessons from her list.

The founder defines most of the culture. She defines culture as "the way we do things around here," a phrase Lenny noted Seth Godin also uses. She once thought her job at Facebook was to shape the culture. The humbling lesson, as she tells it, is that about 80% of a company's culture comes from the founder's personality. When she was there, Google felt like a university, a "two PhD students' paradise" where ideas mattered as much as shipping and people were encouraged to live on campus. Facebook felt like "a 19-year-old hacker's dorm room," focused on shipping above all else. She spent ages trying to push changes, and then Mark would say one thing at an all-hands and it landed like a boulder in a pond. Operators around a founder should help articulate and extend that culture. Her version of founder mode is building a company that makes decisions the way the founder would when they aren't in the room. She says that has held true with Mark and with Bret.

She warns about value statements that don't match the founder's weaknesses. If you declare that you move fast while the founder loves ambiguity and avoids decisions, you get cultural dissonance. Culture lives in what you do: how you hire, fire, and make decisions. She says she hasn't run a values exercise since Facebook and focuses on processes and systems instead of "the shiny word that we're putting on the wall." Asked about co-founders, she said it depends. She guesses Stripe reflects both Patrick and John, but not every co-founder has that level of influence.

Escalation is a tool. She calls this a Zuckerberg classic that he pushed at Facebook and again at CZI. He felt strongly that people don't escalate enough. Two peers with equal authority can waste a lot of time arguing. People treat escalation as tattling to the teacher. The version she learned is that when neither of you has the power or context to decide, you go up together and make your case to someone who does. That is what management is for. She says it is still an uncomfortable habit for many leaders she works with.

Don't grow headcount more than 100% a year. She credits this to Sheryl Sandberg, who she says taught her as much as business school would have. Her guidelines are that 50% annual growth is the happiest rate, 100% is manageable, and more than doubling means "signing yourself up for a world of pain." She says she had to argue this much harder five years ago. After the 2021 era, the layoffs that followed, and AI, people talk more about unit economics and scaling with tools, but she still meets founders planning to go from 50 to 150 people and asks whether 100 would do. The mechanism she describes is that above doubling, you grow too fast to catch duplication. Two teams hire people for essentially the same job, both arrive believing they own it, and time and money go into sorting it out. Hiring more slowly, for quality and real need rather than "whatever your sales model spits out," reveals where you didn't need a person, a team, or even a function. If you must grow faster, she says to ask many questions every time you open a role. Her conclusion: "More people does not actually make you faster." You should be wary of adding people rather than treat it as the answer. Lenny connected this to Matt MacInnis's case for deliberately under-resourcing teams.

1:21:28

From proving to purpose

Lenny passed along an observation from Eric, a former Facebook colleague of Graham's now at OpenAI. After Facebook, Graham seemed intent on becoming a COO or CEO, and later turned toward community building and turned down large C-level roles. Eric had described this as going from a dog to a cat, or switching from AC to DC current.

Graham said she is working on a model that isn't finished. In her view, everyone goes through a proving phase, showing themselves, their parents and others that they're good at things and finding out what those things are. Much of that phase is also doing what you think you should do, guided by family expectations, career books and titles. At some point, and the timing varies a lot, you hit a wall or speed bump and have to ask what you want to do with what you've proven. She spent 10 to 15 years proving she was very good at helping brilliant founders bring their vision to life, and then found she no longer loved it.

Walking away was hard because of all the "shoulds." She describes "LinkedIn crushes," jobs you'd be excited to post about on LinkedIn but not excited to actually do. She remembers taking many walks over one offer she eventually declined, repeating to herself, "What does this get you that you don't already have?" The things that had fed her early in her career no longer did, and those jobs no longer scared her. That started what she calls a long, winding founder journey, though she is uncomfortable with the word "founder," just as she dislikes "influencer." What she would have said she wanted to build three years ago is not what she is doing now. Through experiments, she found that what she loves is building safe spaces for leaders to learn, grow, and find sanity and connection in a world that feels insane. She describes this as ongoing work, and at its core it means asking what she wants rather than what people expect of her.

1:26:44

Finding stability in instability

To close, Lenny mentioned that Sara Caldwell keeps a sticker on her notebook with three pieces of advice Graham gave her when she started at OpenAI: get to know your customer, they have the answer; be patient, because everything is going to change; and just keep trying.

Graham explained the reasoning. However the walls and ceiling get rearranged in a given week, the customer doesn't change. In a scaling company, which she compares to a tornado and says OpenAI is "extra special" at, you need fixed points to steer by, just as "serve the business, not the people" gives you one. People naturally want stability, but in companies growing this fast, you should expect instability. She tells people at OpenAI to assume they will have a different job and a different boss within six months and to prepare for that. The goal is to see instability itself as the stable fact, since it is the one thing guaranteed to be true.

Her final point is about what lasts. Whatever happens to the company, she says, you leave with two things: people who liked working with you and want to again, and what you learned. You might also leave with money, but you might not. "So, like people and what you learned. That's it. Focus on that."