Writing

Finding A-Players

Knowing the bar is the easy part — everyone wants to hire only excellent people. The hard part is finding enough of them to choose from, because A-players are rare and almost never browsing job boards. Sourcing talent at scale is a volume game disguised as a quality game: you treat recruiting like marketing, run every channel at once, and go to the places where the best people already congregate — or build one.

16 min read

Almost every guide to hiring is about how to judge people: the questions to ask, the bar to hold, the tells of an excellent candidate versus a merely competent one. It is good advice and it is also, in a sense, the easy half. Holding a high bar is a decision you make alone, in a quiet room, with a candidate already in front of you. The harder, lonelier problem comes before that: how do you get enough excellent people in front of you to choose from in the first place?

Because here is the uncomfortable arithmetic. A-players are rare — a small slice of any population by definition — and the rarest of them are almost never sitting on a job board refreshing their applications. They already have a job, usually a good one, and they are not looking. If you wait for excellent people to come to you through the front door, you will mostly meet the people who are available, and the people who are available are disproportionately the ones nobody fought to keep. The talent you actually want has to be found, and often persuaded.

This is the piece almost everyone underbuilds. They obsess over the interview — the bottom of the funnel, the part with the candidate already in the chair — and starve the top, where the real constraint lives. The thesis of this guide is that finding A-players at scale is a volume game disguised as a quality game: it rewards the same machinery that drives growth in any business — channels, volume, and going to where your audience already is. We will take it in that order: why it is a numbers game, the five channels that feed it, the watering holes where talent pools, how to build one of your own, and how to make the whole thing compound.

Recruiting is marketing

The single reframe that changes everything is this: you are not filling a vacancy, you are running a marketing funnelwhose product is a job and whose customer is a person with options. Every concept that makes a growth team effective transfers directly. You have a top of funnel and a conversion rate. You have channels, each with its own cost and yield. You have a message that either resonates or doesn't. You have a competitor — every other opportunity that person could say yes to instead of you. The companies that win the talent war are the ones that treat recruiting with the same seriousness, systems, and budget they would give to customer acquisition, because it is the same discipline pointed at a different audience.

Most organisations do the opposite. They pour real money and talent into acquiring customers and treat acquiring people as an afterthought — a job post written in an afternoon, flung onto a board, and left to attract whoever wanders by. Then they wonder why the applicant pool is thin and average. The answer is that they ran a single low-effort channel for the most important purchase decision the company makes. If you would not build your customer pipeline that way, do not build your talent pipeline that way either.

And the reframe cuts both ways: if recruiting is marketing, then you are also being marketed to. The A-player you want has other offers and a comfortable seat; persuading them is a sale, and the role, the mission, and the way you run your process are your pitch. Hold that thought — we will come back to it, because you cannot close talent you were too slow or too sloppy to court. First, the part everyone skips: the sheer volume the top of the funnel demands.

Volume negates luck

Take the bar seriously for a moment and the funnel math becomes frightening. Suppose you reach out to or attract six hundred plausible people. A fraction reply or apply. A fraction of those survive a quick screen. A fraction of those are worth a real interview, and only a sliver of that group clears a genuinely high bar and gets an offer — of whom one or two actually say yes. To make a single excellent hire, you may need to put hundreds of people into the mouth of the funnel.

 TO HIRE ONE, YOU MUST SEE MANY

 sourced      ██████████████████████████████████████████████████   600

 replied      ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░                   130

 screened     ░░░░░░░░░░░░░░░░░░░░░░                                45

 interviewed  ░░░░░░░░░░░░░                                         14

 offered      ░░░░░                                                  3

 A-player     ░░                                                     1


 volume negates luck — the bar is fixed, the top is yours to widen
The talent funnel. To make a single A-player hire you may have to source many hundreds of people, because at every stage the bar filters out almost everyone. The bar at the bottom is fixed and uncompromising; the only variable you truly control is how wide you make the mouth of the funnel. Volume negates luck.

The shape of that funnel is the whole strategy. The bar at the bottom is fixed — you do not lower it, ever, because the entire point of this exercise is to end up with an A-player and not a settled-for B. So if the conversion rate is fixed and brutal, there is exactly one lever left: how wide you make the top. Double the quality of your sourcing and you might nudge the conversion rate. Double the volume of your sourcing and you double the hires, with certainty. At a fixed bar, output is a direct function of top-of-funnel throughput.

hires = top-of-funnel × conversion — and conversion is nearly fixed

This is what people mean when they say volume negates luck. Any single outreach is a coin flip with long odds — the person is happy where they are, the timing is wrong, your message lands on a bad day. You cannot control any one of those. What you cancontrol is how many times you flip the coin. Send three messages and a no tells you the channel is dead; send three hundred and the same no rate still hands you a healthy pile of yeses. The amateur sources a handful of candidates, gets unlucky, and concludes “there's no talent out there.” The professional runs enough volume that luck stops being a variable at all.

Which means the most common hiring failure is not bad judgement at the bottom of the funnel — it is starvation at the top. A thin pipeline forces a cruel choice: lower the bar to fill the seat, or leave the seat empty and overload the team. Both are expensive. A fat pipeline dissolves the choice entirely, because when excellent people are flowing in steadily you can afford to say no to everyone who is merely good. The first job, then, is not to judge better. It is to build a top of funnel big enough that you get to be picky — which means running every channel that exists.

The five doors talent enters through

If volume is the goal, channels are how you get it — and there are only really five. A person can enter your pipeline exactly one of five ways: you reach out to someone you already know, you reach out to a stranger, they discover something you put into the world, you pay to put yourself in front of them, or someone trusted sends them your way. That is the entire universe. Everything else is a variation on one of these five doors.

 EVERY HIRE ENTERS THROUGH ONE OF FIVE DOORS


 warm outreach      •──────────────────────── ┤
                                              │
 cold outreach      ─────•─────────────────── ┤
                                              │
 content / inbound  ──────────•────────────── ┼──► [ funnel ] ──► hires
                                              │
 paid               ───────────────•───────── ┤
                                              │
 referrals          ────────────────────•──── ┤

 skip a door and you cap your volume — run all five at once
The five sourcing channels. A person can only ever enter your pipeline one of five ways: you reach out to someone you know, you reach out to a stranger, they discover your content, you pay to surface them, or a trusted person refers them. All five feed the same funnel. Most companies run one or two and wonder why their volume is thin; the serious ones run all five at once.

The mistake nearly everyone makes is to run one door — usually a job post, which is the weakest version of the third — and judge the whole effort by it. But these channels are not alternatives to choose between; they are a portfolio to run at once. Each one reaches people the others miss, each has a different cost and speed, and together they multiply into the volume the funnel demands. Here is how to work each one.

Door 1 Warm outreach

The highest-yield channel you own, and the most neglected. These are the people you already know are excellent — former colleagues, people you have worked alongside, the ones who impressed you in some other context — plus everyone they can vouch for. The yield is high because the hardest parts of hiring, trust and signal, are already solved: you have seen them work, or someone whose judgement you trust has. Keep a living list of every genuinely impressive person you meet, long before you have a role for them, and go to that list first. Warm outreach is small in volume but unmatched in conversion.

Door 2 Cold outreach

This is where the volume lives, and where the rare, not-looking A-player is actually reachable. You identify people who are visibly excellent — by their work, their projects, their standing in a community, their current employer — and you reach out directly, whether or not they are looking. The whole game is targeting and personalisation at volume: a generic blast converts near zero, but a specific message that proves you actually looked at their work converts shockingly well. It is the same discipline as cold sales — pick the right list, lead with why them specifically, make the first ask tiny — run at a volume the warm channel could never reach.

Door 3 Content & inbound

Instead of reaching out one by one, you put something into the world that makes the right people reach out to you — and unlike the first two channels, it works while you sleep. What you build a reputation for is what you attract: write about the hard problems you solve, show the calibre of the work, let the mission and the standards be visible. The people who self-select toward that are pre-filtered for fit. This is the slowest channel to start and the only one that compounds — which is exactly why it is worth starting before you need it. We will give it its own section, because building the watering hole is a strategy unto itself.

Door 4 Paid

Money is a lever you can pull to manufacture volume on demand: job ads on the right niche platforms, sponsorships of the communities your talent lives in, recruiters and sourcers who sell you their time and network, and — the most underused of all — generous referral bounties that turn your whole team into scouts. Paid is the fastest way to widen the top of the funnel and the easiest to waste, so treat it like any acquisition spend: measure cost per qualified candidate, not cost per applicant, and kill what does not convert. Used well, it buys speed the organic channels cannot.

Door 5 Referrals

The highest-quality channel of all, because it inherits the judgement of people you already trust: A-players know other A-players, want to work with them, and can recognise them in a way no interview can. Every excellent person you hire arrives carrying a network of people just like them. The catch is that referrals do not happen by accident — you have to ask, repeatedly and specifically (“who are the three best people you have ever worked with?”), make referring easy and rewarded, and earn the kind of place people are proud to send their friends to. Get this channel running and it becomes the cheapest, best-converting door you have. It also compounds, which is the last section of this guide.

Run one door and you are at the mercy of its limits. Run all five and they stack: warm gives you conversion, cold gives you reach, content gives you compounding, paid gives you speed, referrals give you quality. The portfolio is the point — and the next question is where, specifically, to point the two outbound channels, because talent is not lying around uniformly waiting to be found.


Go where the talent congregates

Here is the fact that makes outbound tractable: talent is not spread evenly across the world. It clusters. The best people in any craft gravitate toward the same handful of places — they read the same forums, contribute to the same open-source projects, hang in the same Discords and Slacks, follow the same people, show up at the same conferences, and cluster inside the same few admired companies. Excellence is gregarious; it seeks its own kind. This means the search space is far smaller than it looks. You do not have to comb the whole world. You have to find the watering holes and go stand at them.

 TALENT ISN'T SPREAD EVENLY — IT POOLS

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    ┌─────────────────┐      ·              ┌─────────────────────┐  ·
    │ ███████████████ │         ·           │ ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ │     ·
    │   rival teams   │                ·    │   the niche scene   │
  · └─────────────────┘                   · └─────────────────────┘
         ·                   ·                   ·                   ·
            ·                   ·                   ·                   ·
                   ·    ┌───────────────────────┐          ·
  ·                   · │ ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓ │             ·
         ·              │    OSS / community    │·                   ·
            ·           └───────────────────────┘   ·                   ·
                   ·                   ·                   ·
 open boards: lots of area, little signal — fish where the fish are
Talent is not distributed evenly across the world; it congregates. The open job boards are a vast thin desert of weak signal. The A-players pool in a few dense places — the teams at rival companies, the niche scene around your craft, the open-source and community world — where they gather, talk shop, and recognise one another. Go to the pools instead of dredging the desert.

The contrast with the default approach is stark. A job board is the open desert: an enormous surface area with the signal spread so thin that you spend most of your effort filtering noise, and the few good people who pass through are, again, mostly the ones who are available. A watering hole is the opposite — a dense pool where a high proportion of the people are exactly who you want, already demonstrating their ability in public, and already validated by the community around them. The same hour of effort spent at a pool instead of in the desert returns ten times the qualified candidates. Fish where the fish are.

So make finding the pools an explicit first step, and look in the obvious places people forget to look:

  • The work itself.Wherever your craft is practised in public — open-source repositories, design portfolios, published writing, shipped side projects — you can see the quality directly, before you have exchanged a single word. The best filter is watching someone's actual work, and a lot of it is sitting there in the open.
  • Communities of the craft. The niche forums, Discord and Slack groups, subreddits, and mailing lists where serious practitioners gather to talk shop. The people who show up to argue about the hard details are, almost by definition, the ones who care enough to be good.
  • Rival and adjacent teams. The companies admired for exactly the skill you need are pre-vetted talent pools — someone else already did the hiring filter for you. Adjacent industries with transferable skill are an underpriced version of the same.
  • The gatherings. Conferences, meetups, hackathons, competitions, and cohort programs concentrate motivated people into one room at one time. Being a present, useful, known face in those rooms is a sourcing strategy that pays for years.
  • The nodes. Every scene has a few well-connected people who know everyone good in it. Win the respect of the connectors and you get access to the whole pool behind them — one relationship that unlocks dozens.

Notice the shift in posture this requires. You are not posting and praying; you are going to where excellent people already are and making yourself a known, valued part of that place. Which raises the most powerful move of all — instead of forever travelling to other people's watering holes, building one of your own.

Build your own watering hole

Going to where talent gathers is good. Becoming the place talent gathers is great, because it flips the entire economics of sourcing. Outbound is a push: every candidate costs you a fresh act of effort, and the hundredth outreach is exactly as expensive as the first — it never compounds. Inbound, built on a watering hole of your own, is a pull: you do the work once to build the place, and then talent flows toward you continuously, from every direction, while you sleep.

 OUTBOUND — you push outward, one cold contact at a time

 you ─► ·             ·             ·             ·
        linear: every hire costs the same effort as the last


 INBOUND — you build a place talent wants to be in

    ·                ──►                        ◄──                ·
          ·          ─►  [ your watering hole ] ◄─           ·
                ·    ──►                        ◄──    ·

        compounding: build it once, it pulls while you sleep

Two ways to fill the top of the funnel. Outbound is a push: you reach out one cold contact at a time, and every hire costs the same effort as the last — it never compounds. Inbound is a pull: you build a watering hole — content, reputation, a community, a place talent wants to belong — and people flow toward you from every direction. The work is front-loaded, but once it exists it sources for you while you sleep.

The asymmetry is the whole argument. Outbound output is linear in the effort you spend this week; stop reaching out and the candidates stop. A watering hole is an asset: front-loaded, slow to build, and then throwing off qualified inbound for years with little marginal effort. The work you put into it does not evaporate — it accumulates into a reputation that does the sourcing for you. This is the same migration from doing to building that turns a founder into a self-replacing one, applied to the hiring function: stop manually sourcing every hire, and build the machine that sources them for you.

You build one the way you build any place worth gathering at — by being genuinely worth gathering around:

  • Make the work visible. Publish what you are building and how — the writing, the talks, the open-source, the behind-the- scenes of hard problems solved well. The best people are drawn to the best problems; show yours, and you pre-filter for the ones who find them irresistible.
  • Build a reputation as a place A-players thrive. What your current and former people say about working with you is your loudest recruiting signal. Treat talent so well that they become your marketing — a team people are proud to have been part of is a permanent magnet.
  • Host the gathering, don't just attend it. Run the meetup, sponsor the community, start the newsletter, convene the event. The host of the watering hole meets everyone who comes to drink, and earns a standing the visitors never do.
  • Give value before you need anything. Teach, share, open-source, help people with no role attached. Generosity to a community is what earns the right to recruit from it later, and it compounds into goodwill long before you cash any of it in.

None of this pays off this week, which is exactly why most companies never do it and why it is such a durable edge for the ones that do. The watering hole you build today is the inbound pipeline you will be drinking from in two years — which is only true if you start before the seat is empty.


Always be recruiting

Everything above quietly assumes a thing most companies get backwards: that sourcing is continuous, not something you switch on the day a seat opens. The default is reactive — someone quits, panic sets in, a job goes up, and you scramble to fill a hole under time pressure, which is precisely the condition under which the bar slips and you settle. Hiring under desperation is how good companies make their worst hires.

The fix is to treat talent like a pipeline you keep warm at all times, independent of your current openings. You are always meeting people, always adding the impressive ones to the list, always nurturing a few slow-burn relationships with people you would hire in a heartbeat if they ever became available. Then, when a seat does open — or, better, when an A-player becomes available and you create a seat — you are not starting from zero in a panic. You are reaching into a pipeline you have been filling for months. The best hire is often someone you have been quietly courting since long before the need arose.

The value is all in being ready before the moment arrives, so that when it does, you move while everyone else is still writing the job post. Talent does not appear on your schedule. The only way to catch the great ones is to already be fishing when they surface.

The best channel is the people you hired

The final piece is what makes all of this accelerate over time rather than stay a treadmill. Every excellent person you hire is not just a contributor — they are a node in a network of other excellent people, with the taste to recognise them and the credibility to recruit them. Hire one A-player well and you have not added one person to the team; you have plugged into their entire network of A-players, who plug into theirs.

  A-PLAYERS KNOW A-PLAYERS
  ● you











A-players know A-players. Every excellent person you hire arrives carrying a network of other excellent people and the judgement to recognise them. One great hire opens a fresh pool of great hires, who in turn open more — the referral tree compounds. This is why a high talent-density team becomes a magnet for still more talent, and why your best sourcing channel is often the people you have already hired well.

This is the same compounding that drives talent density, pointed at sourcing instead of culture. A team of excellent people is a magnet for more excellent people: A-players want to work with their peers, so each great hire makes the next one easier, cheaper, and more likely — while a team that has let its standards slip repels exactly the people it most needs. Your hiring bar is therefore not one decision repeated in isolation; it is the seed of a flywheel that spinsup or down depending on who you let in.

Which means the most valuable sourcing channel you will ever have is not a board, a recruiter, or an ad. It is the A-players already on your team, kept happy and challenged and asked — regularly and specifically — who else you should be trying to hire. Get the first few hires genuinely right and hold the bar, and the funnel starts, slowly, to fill itself.


Step back and the whole thing is one idea wearing five coats. Finding A-players is a top-of-funnel problem, and top-of-funnel problems are solved with volume and channels, not with a cleverer interview. You hold the bar fixed and brutal at the bottom, and you widen the mouth at the top with everything you have: warm and cold outreach for reach, content for compounding, paid for speed, referrals for quality. You point the outbound at the watering holes where talent already pools, and you build a watering hole of your own so the best people drift toward you on their own. You keep the pipeline warm whether or not a seat is open. And you treat every excellent hire as the doorway to the next.

Almost everyone does the opposite. They post a job, wait, judge the trickle of people desperate enough to apply, settle under deadline pressure, and conclude that good people are impossible to find. Good people are not impossible to find. They are simply not coming to you — they are out there, clustered in their pools, doing excellent work in plain sight, waiting for someone to care enough to go and find them. The companies that win are not the ones with better luck. They are the ones who treated finding talent like the most important growth function in the business, and ran it at a volume that made luck irrelevant.

So stop waiting at the front door. Build the funnel, open all five channels, go stand at the watering holes, and start a list of the most impressive people you know today — long before you have a seat for any of them. The talent is already out there. Finding it is a system, and the system is yours to build.