Developing Taste as an LP

taste, donut, bite

Brian Chesky did a fireside chat recently where he talks about how he hired for roles at Airbnb, especially in the early days. To which, I highly recommend you checking the above link. Lots of nonobvious lessons worth noting. One thing especially stood out. Probably due to the recency bias of having a few friends text me who were thinking about investing in their first fund.

“Executives have more experience bullshitting you than you have experience detecting their bullshit. So it’s like an asymmetric game where you’re a white belt fighting a black belt and they’re just going to punch you in the face repeatedly.”

In a similar way, a lot of new LPs in venture have also yet to develop their taste for quality in the venture asset class. If you’ve never hired an executive, you have no idea what a great executive looks like. And if you’ve never invested in a fund, or seen a few, you have no idea what a great fund looks like. Most GPs, given the volume of LPs they pitch to, have more experience bullshitting you as an LP than you have experience detecting their bullshit.

And that’s okay. Everyone starts off this way. So the question then becomes how do you develop taste?

  1. Talk to as many as you can. Don’t overoptimize for quality. You have no idea what quality looks like, so don’t delude yourself that you do. Ask friends who they’ve talked to. Ask Twitter. And ask the GPs you talk to who are friends they respect who are also building a fund. Hell, try your luck at asking certain “influencers” in the space if they have recommendations. Realistically, if you raise your hand and say you’re an LP, GPs will flock to you. In 2024, deal flow, as measured by quantity, isn’t really hard for any LP out there.
  2. Prioritize references.

On the first point, as is the advice I give most first-time angel investors investing in startups, don’t invest in the first startup you see. Unless it’s for a reason outside of financial gain. To support a friend. To learn. For impact. To give back. All great reasons. But not if because your friend told you to.

Along the same thread, don’t invest in the first fund you see. Talk to at least 30-50 fund managers. Get a good understanding of what the average fund looks like. What is actually special about a GP versus what they say is special. Most of the time when someone claims that they are the special one, they usually aren’t. For instance, only [insert big name fund] invests with us. Or we are the only [insert industry or function] fund. Hell, if anyone gives you any sort of superlatives, they’re usually wrong. Only. Always. Best. Most. I’m sure there are more, but the rest are escaping me.

Secondly, prioritizes references over your initial judgment when interviewing and doing diligence. Dan Stolar from Colibri and I had a conversation recently about references, where the questions you ask are paramount. If you’re short on time, I’d recommend starting from the 25:50 mark.

In short, to existing LPs, ask:

  1. How did you get to conviction?
  2. Who else did you talk to that were comparable to this GP before you reached an investment decision?
  3. Is there anything you learned about the team after you made the investment?
  4. What kind of person do you think they should bring onboard either in the next fund or after they get to a close?
  5. Would it be possible to share your investment memo with me?
  6. What were some of the pushbacks or hesitations when this deal reached your investment committee?

To LPs more broadly:

  1. What are your primary motivations to be an LP in venture?
  2. How do you think about portfolio construction?
  3. Who are the GPs you’ve talked to that seem to stand above the rest? And why?

To co-investors/other GPs:

  1. How often do you share deals with this GP?
  2. How often do they share deals with you?
  3. Who are your top 3 emerging managers that you love seeing deals from and why?
  4. Is there an emerging manager you would hire to be a partner or GP at your firm if you could?
  5. How would you rate this GP on a scale of 1-10, with 10 being perfect?
    • What would get this GP to a 10?
  6. Did you or have you considered investing in their fund?
  7. What are some of this GP’s hobbies that I might not guess?
    • This shows you how well people know each other. You can also use this question for other reference archetypes.

To former colleagues and friends:

  1. If you were to hire someone under this GP, what traits or skillsets would you look to hire for?
  2. I hate surprises. Is there anything that could go wrong I should know now about this GP, so that I wouldn’t be surprised when it happens?
  3. Who is someone you would hire or work together again in a heartbeat?
    • Notice if they mention that GP. You don’t have to probe as to why they didn’t mention if they didn’t. But worth noticing. Also probably worth talking to that person they did mention to keep a strong talent network around you.

Obviously the above list isn’t all-inclusive. But nevertheless I imagine they’ll be good starting points. Also, I want to note that going deep is often more insightful than going wide.

Remember, almost everyone is incentivized to say good things about others. Or at least, there is little to no incentive to talk smack about anyone you know. So finding the best way to ask questions that unearth different perspectives and facets of a person is important.

Funnily enough and unintentionally, last week I wrote a similar post from the perspective of a GP, this one happened to be more for the LP.

Photo by Thomas Kelley on Unsplash


Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!


The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

What It Means to be Antifragile

boxing, antifragile, resilient

The thing is this is the first real recession I’m working in. I entered the workforce something in the midst of one of the longest bull markets in modern history. So, naturally, I had a lot of questions. One of which I asked one of my mentors in VC who’s been through a few cycles late last year. “Are there any leading indicators that foretell when we’re going to get out of a recession? Or when we truly hit rock bottom in a recession?”

And he said something that made complete sense. “When the frequency of mass layoffs, especially from some of America’s largest employers, slows to a halt.”

Since then, every month or so, I check in the number of WARN notices that come in which require companies doing a mass layoff to publicly report a layoff 60 days in advance. For instance, you can find California’s here.

As Chamath Palihapitiya puts it in his 2022 annual letter, “while we believe that most of the multiple contractions in these markets have largely worked their way through the system, we suspect there is still some more room to fall — particularly if the U.S. enters a recession in the coming year.” Since it seems layoff season is yet to pass, it seems wise to buckle in for the longer run.

While friends have asked me when the recession will end, I responded with a simple “I don’t know.” No one does. And while many may make conjectures on the timing, the one thing we can use this free fall for is to build a heat shield.

I really like this one line in Chris Neumann‘s recent blogpost on antifragility. “As great as it sounds for a startup to get stronger when unexpected events occur, I don’t actually think that’s a realistic goal for most companies (it certainly isn’t the case for VC firms). Rather, I think the goal in making antifragile startups should be to minimize the risk and distraction when unexpected events occur, such that the company can continue to make progress while its competitors are panicking and reacting.” One thing’s for sure. The world is host to a plethora of distractions. Something we won’t be in shortage of. With each black swan event, we will only be left with a surplus of attention stealers.

And I’d be presumptuous to say that the best do not get distracted. Rather the best realize when they are and have ways to get back to a focused flow state. Simply put, it’s helpful to play a game of What if? What if this unexpected shock happens? How will I react when my servers get hacked? How do I react when my cash flow is constrained due to an unpredictable event? And in each broad category of What if’s, do you have a way to hedge the risk?

Sometimes, it’s preparing for the unexpected black swan event.

That’s why code is redundant to prevent the fragility of storing it only on one server.

It’s why companies like HackerOne exists.

It’s why you should have your cash in multiple bank accounts, with at least one of them being a big 4. A few top firms, including General Catalyst, Greylock, and Redpoint, have also said, “Keep two core operating accounts, each with 3-6 months of cash. Maintain a third account for ‘excess cash’ to be invested in safe, liquid options to generate slightly more income.” All to protect against the downside risk of losing all your money when you put your eggs in one basket.

But when the black swan does hit, prioritization matters even more. When the pandemic hit and Airbnb was between a rock and a hard place, Brian Chesky described it, “We realized not everything mattered. And it was like if you have to go into a house — your house is burning — and if you could only take half the things in your house, what would you take?”

Chamath went on to write in the same letter. “The most alarming consequence in startup-land has been the divide it has created between the management teams who have ‘found religion’ (i.e. made the tough decisions and managed their businesses smartly) and the rest who are trying their best to avoid reality.” And those tough decisions include, “cutting non-core projects, lowering costs, and vastly reducing G&A while getting to profitability [which] is now mandatory — otherwise you will have to face the consequences.” Those same tough decisions set teams up for success in bad times and bear markets.

In closing

Recently on the Tim Ferriss Show, David Deutsch said, “wealth is not a number. […] It is the set of all transformations that you are capable of bringing about.” Similarly, a company’s revenue is not just another number. It is a product of all the miracles that the company willed into existence. Crossing the chasm. Leaping over hurdles.

To take a line out of Nassim Taleb‘s book, “Crucially, if antifragility is the property of all those natural (and complex) systems that have survived, depriving these systems of volatility, randomness, and stressors will harm them. They will weaken, die, or blow up.” We need black swan events to create miracles. And we need miracles to create stronger, more resilient companies.

Trauma strengthens us. You need to bleed to grow scars. You need to feel pain before you grow calluses. The product of each makes one more resilient to pain and injury in the future.

One might call it antifragility.

Photo by Johann Walter Bantz on Unsplash


Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!


The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

A Strategy to Win Versus A Strategy Not to Lose w/ Alex Sok

For a number of friends and founders I’ve chatted this with, I’ve been a big fan of the concept of “winning versus not losing”. Ever since I heard back in 2018. In an interview with Tim Ferriss, Ann Miura-Ko of Floodgate said, “This is probably the hardest piece – knowing the difference between a winning strategy versus a strategy not to lose. […] Not losing often involves a lot of hedging. And when you feel that urge to hedge, you need to focus. You need to be offensive.”

There are a few great examples of what differentiates winning and not losing from both Tim and Ann in that interview. For instance, a lack of focus by going after two different market segments is a strategy not to lose. “The reason why that’s really hedging is you have two completely different ways of selling to those organizations and you’re afraid to pick one because maybe you have some revenue in both.”

My college friend recently connected me with entrepreneur, designer, angel investor, Alex Sok. Both of us found unlikely common ground in using sports analogies to relate to building a company. Me, swimming (e.g. here and here). Alex, football. Specifically, American football. Having been a quarterback for his school’s football team back in the day, he said something quite fascinating, “You can’t win in the first quarter, but you can lose in the first quarter.” And you know me, I had to double click on that.

I was previously under the assumption that you only needed a strategy to win, but not to lose. But as all generalizations that start with the word “only”, I was wrong. And Alex contextualized it for me – that sometimes you do need to think about how not to “lose”.

Winning versus not losing

You can’t win in the first quarter, but you can lose in the first quarter.”

Throwing the ball deep for your running back to make the touchdown is a strategy to win. On the flip side, if you don’t convert on the third down, you’re going to lose. You may not win, but if you don’t, you could very much lose. Not all mistakes carry the same gravitas. Some mistakes can be detrimental; most mistakes aren’t. Just because you’re making sure that you convert on the third down does not mean you can’t still swing for the fences.

For founders, losing in the first quarter is akin to:

  • Burning through your seed funding in six months;
  • Hiring four professional executives before you get to product-market fit;
  • Not talking to your customers;
  • There is no one in the room who can tackle the biggest risk of the business (i.e. no engineer when you’re building an AI solution, or no one who can do sales when you’re an enterprise tech company)

You’re still aiming high, but that doesn’t mean you should burden yourself with an astronomical burn rate.

“Game plans will have to vary depending on your market or product. Key fundamental traits that increase the probability of failure will always be present. It’s important to identify which ones matter most in relation to the game plan,” says Alex. “A tough defense or go-to-market means being more focused on identifying which channels to pursue and then doubling down if it works out.”

On the flip side, “an aggressive defense or burgeoning industry might mean taking more chances but setting up plays wisely to take advantage of their aggressive, risk-taking nature. This will force the defense to settle down and play you more honestly. In startup terms, that might mean steady progress and growth with a few deep shots to achieve escape velocity from your competitors.”

Not to get forget about winning

You’ve probably heard of the saying, “If you want your company to truly scale, you have to do things that don’t scale.” Especially in the zero to one phase. From idea to product-market fit. Many of us in venture break down the early life cycle of a company by zero-to-one and one-to-infinity. The first “half” is doing things that don’t scale. Figuring out what frustrations your customers are going through. Getting that pedometer up on the street yourself. Daniel Kahneman wrote in his book Thinking, Fast and Slow, “Acquisition of skills requires a regular environment, an adequate opportunity to practice, and rapid and unequivocal feedback about the correctness of thoughts and actions.”

Here are a few examples:

In the early days of Airbnb, Brian, Joe, and Nathan used to visit early Airbnb hosts with a rented DSLR to photograph their houses.

For Stripe, the founders manually onboarded every merchant to deliver “instant” merchant accounts. Of course, the Collison brothers took it a step further to mint the term “Collison installation”. Usually when founders ask early leads “Will you try our beta?”, if people say yes, then they say, “Great, we’ll send you a link.” Rather, Patrick and John said, “Right then, give me your laptop” and set it up for them right then and there.

At Doordash, they found restaurant menu PDFs online, created landing pages, put their personal number out there for people to call, and personally executed deliveries within the day.

To get his first 2000 users, Ryan at Product Hunt wrote handcrafted emails to early users and reporters to grow what started off as an email list.

Similarly, in football, teams often spend the first half of the game feeling out their opponents. Their strengths, their weaknesses. And the back half, doubling down on where your opponents fall short on. While not your opponents, founders should be spending the first half feeling out their market. Be scrappy. Nothing that’ll make you lose in the first quarter, but make mistakes. Give your team and yourself a 10-20% error rate. One of your greatest superpowers as a small team is your ability to move fast. Use it to your advantage.

Paul Graham once wrote, “Tim Cook doesn’t send you a hand-written note after you buy a laptop. He can’t. But you can. That’s one advantage of being small: you can provide a level of service no big company can.”

In closing

Alex said, “In order to be a dominant offense, you have to force the defense to cover every inch of the field.” If you only throw long, then your opponents will only need to cover long. If you only throw to the left, they only have to cover left. But if you have a diversified strategy, your opponents will have to cover every inch of the field. And to win, all you need is for your opponents to hesitate for half a second. And with a laser-focused strategy, that’s all you need to break through against your incumbents. Your incumbents often have bigger teams, can attract more talent, have deeper pockets, and the list goes on.

As a small team, you’re on offense. You can’t cover every inch of the field, and neither do you need to. You just need to be a single running back who makes it past a wall of linebackers. To do that, you need focus. As Tim Ferriss recently said on the Starting Greatness podcast, “the biggest risk to your startup is your distraction.” And it’s not just you and your team, but also the investors you bring on. Sammy Abdullah of Blossom Street Ventures wrote that the question you need to be asking yourself about your investors is: “Are you going to distract me from running the business and will you be candid with me when I have a problem?”

Focus. If you’re focusing on everything, you’re focusing on nothing. You have no room to hesitate, but it’s exactly what you want your competitors to do. That half a second on the field is about two years in the venture world. Or until you can find your product-market fit. Until you reach scale. Until you reach the “one” in zero-to-one. ‘Cause once you’re there, you just need to put your head down and run. And it’s the beginning of something defensible. Of something you can win with.

If you’re curious about taking a deeper dive on product-market fit, I recommend checking out some of my other essays:

Photo by Joe Calomeni from Pexels


Thank you Alex for helping me with early drafts of this essay!


Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!

How to Build a Culture that Ruthlessly Prioritizes w/ Yin Wu, Founder of Pulley

Last week, I was lucky enough to jump on a call with the founder of Pulley, Yin Wu. Backed some of the best investors out there including Stripe, General Catalyst, YC, Elad Gil, just to name a few, Pulley is the ultimate tool for cap table management. In addition, Yin is a 4-peat founder, one of which led to an acquisition by Microsoft, and three of which, including Pulley, went through YC.

In our conversation, we covered many things, but one particular theme stood out to me the most: how she built a culture of ruthless prioritization.

Continue reading “How to Build a Culture that Ruthlessly Prioritizes w/ Yin Wu, Founder of Pulley”