[Case 91]Writing / Tech / Operating22 Min Read[ MIXED ]

Steph Smith: Writing as Career Capital

Chemical engineer to McKinsey to Toptal to The Hustle (Trends.co) to HubSpot to a16z to Groq to Nvidia. Six institutional roles, all reached through public writing rather than resumes.

Photo by Direct URL via coffeeandpens.com
52Countries (Toptal Era)
3,000Twitter Followers @ Recruit
$Ms ARREst.Trends.co at Acquisition
6Sequential Operator Roles

The Thesis: Writing in Public Is the Cheapest Career Capital You Can Build

In 2018, Steph Smith was a former McKinsey-track chemical engineer working at Toptal as a remote growth lead. She had no public profile of any kind. She had taught herself to code on the side, run a few small Indie Hackers projects, and started writing posts on her personal blog about remote work, productivity, and learning to code in public. The blog had a modest readership.

A few years later, she would describe what happened next as the structural through-line of her entire career:

I can confidently say that several of my recent roles have come through (or at least been heavily supported by) my presence on social media or my personal projects, not my official resume. Sam, the founder of The Hustle, saw an article that I had written, which went viral on Hacker News. By that point, I think I maybe had about three thousand followers.

That sentence is the entire In Sequence thesis applied to a tech-adjacent writing career compressed into one observation. Sam Parr did not hire Steph Smith from her resume. He hired her from one article that broke through on Hacker News at a moment when she had three thousand Twitter followers. The article — not the resume — was the credential. The article worked because it had been written. The writing worked because it had been practiced, in public, for years, on her own terms, before any commercial entity asked for it.

Smith's career has unfolded across six sequential operator roles, each one reached through the cumulative weight of her public writing rather than through formal recruitment channels. Toptal → The Hustle → HubSpot → a16z → Groq → Nvidia. At each transition, the recruiter was not reading her resume. They were reading her body of work. The body of work was the resume.

The Creative Majority lesson here is precise and actionable. Smith did not have institutional credentials that recruited her into these roles. She had a chemical engineering degree from Queen's University, a brief management consulting stint, and a remote growth marketing role. None of those credentials predict the career she ended up in. What predicted the career was the practice of writing in public over many years, on topics she chose, for an audience she built directly. The writing was the asset. The roles were the liquidation events. The structures we read onto her career — diversified revenue, owned platform, self-publishing — are our framework, not a plan she ran. The fit is what makes the case useful.

The Evolution

Four eras across roughly twelve years. Each role fed by the cumulative writing that came before.

Era 1: Engineering Path & Quiet Pivot (2013–2017)
2013Bachelor of Applied Science, Chemical Engineering from Queen's University in Ontario. Rigorous and quantitative; no obvious connection to writing.
2014Brief management consulting stint. Doesn't fit. Leaves relatively quickly.
2017Joins Toptal. Begins working remotely while traveling internationally — 52 countries by the end of the period. Launches stephsmith.io and starts publishing on remote work, productivity, and women in tech.
Era 2: The Article That Changed Everything (2018–2020)
2018Teaches herself to code. Ships small projects: Eunoia (untranslatable words), FeMake (data on female makers), nomad(hubb), Make Yourself Great Again. Each project converts her writing identity into an operator identity.
2019Article goes viral on Hacker News. Shared by a well-known VC. Reaches Sam Parr (founder of The Hustle). Twitter followers: ~3,000. Parr is launching Trends.co and needs someone to lead the product. He thinks Smith is the right person.
2020Joins The Hustle as Head of Trends. No media or journalism background. Chemical engineering degree, consulting stint, Toptal, self-taught coding, personal blog. The article — not the resume — was the credential.
Era 3: Trends.co & the Acquisition (2020–2022)
2021Functions as Structure #10 Trends.co reaches millions in ARR with 6,000+ paying subscribers. Used Structure #25 Doing Content Right self-published — ~30,000 words, sold direct, no traditional publisher. HubSpot acquires The Hustle (trade press: ~$27M).
2022Promoted to lead HubSpot Creators — broader institutional initiative supporting newsletter, podcast, and video creators. Crosses from creator-writing-about-the-creator-economy to creator-economy-program-operator-at-major-tech-company.
Era 4: a16z, Groq, Nvidia (2022–Present)
2022Functions as Structure #12 Andreessen Horowitz hires Smith to host the a16z Podcast — flagship podcast of one of the most prominent VC firms in the world.
2024Internet Pipes launches. Paid community + book around tools for making sense of online data. ~3,000 paying members. Built while still at a16z; survives every subsequent institutional transition.
2024Mid-2024: joins Groq (head of growth, AI infrastructure). Late-2024: joins Nvidia after ~7 months at Groq. Internet Pipes and Doing Content Right continue to operate independently throughout.
Photo by Pngtree via Google

Diversified Revenue Streams: The Operator-Plus-Owner Pattern

Smith's career structure is meaningfully different from the multi-venture portfolio (Tina Roth Eisenberg ran five concurrent ventures, each separate operating company). Smith's portfolio is operator-plus-owner — she works in an institutional operating role while simultaneously building owned products and audiences on the side.

Two Layers, Each Reinforcing the Other

Institutional RolePeriodOwned Product Active
Toptal2017–2020stephsmith.io blog (built the audience)
The Hustle / Trends.co2020–2021Doing Content Right launched (2021)
HubSpot2021–2022Blog continues; Internet Pipes seeded
a16z (podcast host)2022–2024Internet Pipes launched (2024)
Groq2024Internet Pipes + Doing Content Right active
Nvidia2024–presentInternet Pipes + Doing Content Right active
6
Sequential Institutional Roles
100%
Audience Continuity
3
Active Owned Products

How It Works

01Why This Is Distinct From a 'Side Hustle'

Most people use "side hustle" to mean a small income stream operated outside a primary job. Smith's owned products are not side hustles in that sense. They are the spine of her career identity — the through-line that connects her institutional roles. The institutions change. The owned products persist.

This is why her reputation does not reset when she changes jobs. She doesn't have to rebuild her audience when she leaves The Hustle for HubSpot, or when she leaves a16z for Groq. The audience moves with her because the audience was built through her owned products, not through the institutional roles.

02The Three Sustained Commitments

Commitment to the institutional role. The day job is not optional or apologetic; it is where you develop operator skills, build institutional networks, and earn the income that allows owned products to be developed at modest commercial pressure.

Commitment to the owned products. The blog, the book, the community, the side projects — these require sustained attention even during peak institutional intensity.

Commitment to the topic. Smith has written about a consistent set of topics for a decade — remote work, productivity, content creation, the creator economy, women in tech. The consistency of the topic-set is what allows the audience to follow her across institutional moves.

03The Audience Becomes a Recruitment Asset

A candidate who brings their own audience to an institution is structurally more valuable than a candidate of similar skill who does not. The candidate-with-audience can amplify the institution's work through their personal platform. The audience itself is a recruitment asset.

Creator-as-Platform: Internet Pipes

Internet Pipes started as a paid course / community focused on tools and methodologies for making sense of online data. The community has grown to approximately 3,000 paying members. Educational content + community of practitioners + ongoing curated resources + a book documenting the methodology.

Why This Is Stage 3 Infrastructure

01Fully Owned by Smith

Unlike her institutional roles, Internet Pipes is hers. The customer relationships, the IP, the brand, the revenue, the platform — all of it belongs to her independently. There is no institutional employer who can dilute, redirect, or shut down the product.

02Survives Institutional Moves

Smith left a16z, joined Groq, left Groq, joined Nvidia — across all of those transitions, Internet Pipes continued to operate. It is independent of her employer in a way that institutional roles cannot be. If she chooses to exit institutional employment entirely, Internet Pipes is the platform she would build outward from.

03Compounds Across Her Institutional Career

Each institutional role gives her access to new networks, new operator insights, new tools, and new positioning that she can integrate into the Internet Pipes community. Her Nvidia role exposes her to AI infrastructure work that she would not have otherwise had access to; some of that exposure surfaces in the methodology, which makes the product more valuable to members. The institutional work feeds the owned product.

Community vs. Course: The Critical Distinction

The pattern is not "monetize your audience by selling them courses." That framing puts the audience as the asset and the course as the extraction mechanism — structurally worse posture, lower-quality creator products. Smith's pattern is operate a community of practice around a topic you genuinely engage with, charge meaningfully for access, and let the community become a platform that you continue to inhabit alongside members.

PostureMechanismLong-Term Value
One-time courseTransaction at point of saleBounded by initial audience
Genuine communityOngoing relationshipCompound network effects across members
Smith patternBoth: book (transactional) + community (ongoing)Optionality across both modes

Self-Published IP: Doing Content Right

Smith published Doing Content Right in 2021 — toward the end of her Trends.co tenure, just before HubSpot's acquisition. Approximately 30,000 words documenting what she learned operating Trends. Self-published, sold direct, tiered pricing. No agent, no publisher, no advance.

~30k
Est.
Words (Real Book)
$0
Advance Required
~50–70%
Est.
Of Net Captured (vs. 5–15% trade)

Why Self-Publishing Was the Right Structural Choice

01Smith Already Had Distribution

Most authors self-publish because they cannot get a traditional deal. Smith chose self-publishing because she already had the audience that would buy the book — her blog readers, her Twitter followers, her Trends.co network. A traditional publisher would have provided distribution she did not need.

02The Book Is Operationally Specific

Trade publishing favors books with broad appeal — a content-marketing book pitched as "how anyone can succeed at content" sells more copies in airports. Doing Content Right is not that book. It is operationally specific to people who are seriously building content businesses. The audience is smaller but more committed. Self-publishing matches the audience profile.

03Self-Publishing Preserves Optionality

Smith can update the book over time, change pricing, bundle it with other products, license it to platforms, or wind it down — all without negotiating with a publisher. Structural flexibility is real, even though it costs the legitimacy that a Big Five imprint would have provided.

The Compounding Effect: Public Writing as Continuous Evidence

Smith's compounding runs through public writing as continuous evidence of capability. Each article she has written is a piece of evidence available to anyone considering hiring her, recruiting her, or partnering with her. Each side project is evidence that she ships. Each podcast is evidence that she synthesizes. Each book is evidence that she produces. The body of work is the credential.

Steph Smith Value Flywheel
SMITHOPERATOR + OWNERPublic WritingCONSISTENT TOPICS / DECADEDirect AudienceFOLLOWS HER ACROSS ROLESInbound RolesRESUME-FREE RECRUITMENTOperator SkillsTRENDS, HUBSPOT, A16ZOwned ProductsDCR + INTERNET PIPESSide ProjectsSHIP EVIDENCE

Compound interest works on this body of work in two ways. First, the cumulative volume of evidence makes her credibility increasingly hard to question — it is one thing to ignore a single article, another to ignore a decade of consistent public writing on a coherent set of topics. Second, the cross-references compound — each new piece of work cites and links to prior pieces, which means search engines, recommendation algorithms, and human readers find their way back through the body of work, deepening the reputation each time.

You do not need permission to start building career capital, and the cheapest career capital available to most working creatives is public writing on topics they actually care about.

This is not a fast path. Smith's recognizable career took roughly six to eight years to develop from the early blog through the a16z hire. But it required no institutional permission, no credentials, no investors, no industry connections at the start. It required only the willingness to write, ship, and continue.

Transferable Lessons

01The Article That Changes Your Career Has Not Been Written Yet

Sam Parr did not recruit Smith because of her resume, her network, or her institutional position. He recruited her because of one article that resonated at the right moment with the right reader. That article had to exist before the recruit was possible.

Most working creatives wait until they have something definitive to say before they publish. The Smith pattern is to write on topics you find interesting now, ship the writing, and let the cumulative body of work eventually surface the article that breaks through. You cannot predict which one it will be. You can only ensure that there are enough pieces in the body of work that the breakthrough has a chance to happen.

02Topic Consistency Is What Makes the Audience Persist Across Roles

Smith has written about the same topic-set for roughly ten years — remote work, productivity, content creation, the creator economy, women in tech, technology and tools. A writer who switches topics every time their job changes does not accumulate a coherent audience.

The current employer is the most volatile element of the system. Jobs end. Roles change. Companies pivot or fail. The audience built around topics persists; the audience built around employer-specific content does not.

03Build Owned Products Alongside Institutional Roles, Not in Place of Them

Smith has held an institutional role continuously throughout her writing career. Institutional roles and owned products are complementary, not competitive. The institutional role provides operator skill development, network access, and information that the writing then synthesizes. The writing builds the audience and reputation that opens the next institutional role.

Do not quit your job to become a full-time creator unless your owned products are already producing primary-income-replacement revenue. Do not abandon your owned products to focus on your institutional role. Maintain both.

04Self-Publish Direct When You Have the Audience to Support It

Smith self-published Doing Content Right because she already had the audience. The decision was not "I cannot get a traditional deal so I am self-publishing" — it was "I do not need what a traditional publisher would provide, so I am keeping ownership of the asset."

For each major intellectual product you might create, run the math honestly. Do you have the direct audience to support sales? Would an institutional partner provide value beyond distribution that you actually need? If the answers are yes-to-the-first and no-to-the-second, self-publish.

05Treat Each Role as Material for the Body of Work

Smith writes about her work. Her time at Toptal produced content about remote work. Her time at The Hustle produced content about premium newsletters. Her time at a16z produced content about venture capital and the creator economy. Roles are not just income; they are research opportunities for future writing.

When evaluating new roles, explicitly ask what writing the role would make possible. A boring high-paying role with nothing to write about is a dead end for the operator-plus-owner pattern. An interesting medium-paying role with substantial new exposure is structurally generative.

06What Wouldn't Transfer

The 2019 Hacker News + Sam Parr coincidence. One viral article reaching the founder of The Hustle at exactly the moment he was launching Trends.co is a routing event most writers will never get — the audience layer (Twitter / HN / VC discovery) was at a specific maturity in 2019 that produced higher chances of cross-platform amplification than today. The Trends.co / HubSpot acquisition tailwind. Joining a small premium newsletter at the moment its parent was about to be acquired by a major martech company at ~$27M produced institutional credibility most operators will never inherit by timing alone. The a16z Podcast appointment. Hosting the flagship podcast of one of the most prominent VC firms is a distribution credential not engineerable from outside; it is offered, not earned through application. Tier-1 tech-operator inbound. The Groq → Nvidia jump rode the AI-infrastructure hiring frenzy of 2024; the inbound role flow at that intensity is window-specific, not perpetual.

But the operator-plus-owner pattern is universal. Write in public on a consistent topic-set you genuinely care about, ship the work, and let the cumulative body act as the resume — the article that changes your career has not been written yet, but it will not be written if you don't ship the prior thirty. Build owned products alongside institutional roles, not in place of them; the day job funds operator skill development and the writing carries the audience across role transitions. Self-publish direct when you already have the audience to support it — the question is not "can I get a deal?" but "do I need what the deal would provide?" And treat each role as material for the body of work; a high-paying role with nothing to write about is a dead end for this pattern. These principles work whether the next role is Nvidia or a regional consultancy.

Primary Sources — Career Trajectory

stephsmith.io — current bio listing Nvidia (after Groq), a16z podcast hosting, The Hustle / Trends.co leadership, HubSpot Creators, Internet Pipes, Doing Content Right, side projects
LinkedIn profile (linkedin.com/in/stephaniesmith93) — institutional role timeline through Toptal, The Hustle, HubSpot, a16z, Groq, Nvidia
Buffer's Social Proof interview series (August 2022): "Steph Smith on Personal Brand Building" — direct quote about Sam Parr discovering her through a viral Hacker News article when she had ~3,000 Twitter followers
The Louis and Kyle Show podcast interview (May 2021) — Queen's University chemical engineering degree, brief management consulting stint, Toptal, Trends.co at 16,000+ subscribers (later figure)
Indie Hackers Podcast Episode #246 (February 2022): "Doing Content Right with Steph Smith of Trends.co"
Indie Hackers AMA (November 2020) — early career narrative, the "design your life" framing, side projects

Primary Sources — Self-Published IP

doingcontentright.com — Smith's self-published 2021 book on content creation, sold direct, tiered pricing
internetpipes.com — Smith's paid community and book about tools for making sense of online data, ~3,000 members
Side projects: Eunoia, FeMake, Make Yourself Great Again, nomad(hubb), AMPLIFY scholarship series — documented across stephsmith.io

Primary Sources — Trends.co + a16z

HubSpot acquisition of The Hustle (2021) — multiple trade press reports estimated price at ~$27M; terms not officially disclosed
Trends.co (Smith's own statements) — "millions in ARR" with 6,000+ paying subscribers during her tenure
a16z Podcast archives — Smith's hosting tenure across late 2022 through early 2024
LinkedIn role transitions — Groq (head of growth, ~7 months in 2024), Nvidia (current role, 2024 onward)

Verified Data Points

Queen's University Chemical Engineering BSc 2013 — public biovery high
Joins Toptal 2017 (remote growth lead) — public bio, LinkedInhigh
Article goes viral on Hacker News 2019; ~3,000 Twitter followers at time — own statements, HN public recordhigh
Joins The Hustle as Head of Trends 2020 — public bio, Hustlevery high
Trends.co reaches millions in ARR with 6,000+ paying subscribers (2021) — Sam Parr public statementshigh
Doing Content Right self-published ~30,000 words 2021 — direct sales, Smith's sitehigh
HubSpot acquires The Hustle ~$27M (trade press, 2021) — Axios, multiplehigh
Promoted to lead HubSpot Creators 2022 — public bio, HubSpot bloghigh
a16z Podcast host (2022) — a16z officialvery high
Internet Pipes launches 2024 with ~3,000 paying members — Smith's public communicationshigh
Joins Groq mid-2024 (head of growth) — public bio, LinkedInhigh
Joins Nvidia late-2024 — public bio, LinkedInhigh

Gaps to Verify

The exact financial terms of HubSpot's acquisition of The Hustle have not been officially disclosed. The $27M figure is widely cited but not formally confirmed
Smith's specific compensation history across her institutional roles is not publicly disclosed
The specific Hacker News article that triggered the Sam Parr recruit has not been publicly identified by either Smith or Parr
Internet Pipes operational financials (revenue, churn, profitability) are not publicly disclosed beyond directional indicators
Doing Content Right total sales are not publicly disclosed; widely understood to have sold tens of thousands of copies but the specific number is not in the public record
The exact scope of Smith's current Nvidia role has been described in general terms in her public statements but specific responsibilities and reporting structure are not publicly detailed
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