I read a piece on Hacker News this week that put into words something I've been feeling in my bones for about two years now: there's no such thing as a small software team anymore. Not because teams have got bigger — because the output of a small team has stopped looking small.
I've been writing code since 1986. I've watched "lean team" mean different things every decade. In the 90s it meant four blokes and a Unix box. In the 2010s it meant a founder, a designer, and a contractor in another timezone. Now it means one person with the right stack of AI tools doing the work that used to take a department.
The Old Maths Don't Apply
The old assumption baked into every investor pitch and every hiring plan was simple: output scales roughly with headcount. Want to ship twice as fast, hire twice as many engineers. That assumption is now wrong, and it's been wrong for a while — we just haven't updated our language for it.
A solo developer today can write code with an AI pair programmer, generate marketing copy and video with automation tools, spin up landing pages, manage customer support with an assistant, and monitor infrastructure that used to need a dedicated ops person. None of these things individually are new. What's new is that they compound. Each tool doesn't just save you time on its own task — it frees up attention you can spend on the next bottleneck.
That's the actual "small team" superpower now: not grit, not hustle, but the ability to remove entire categories of work from your plate without removing the output.
This Is Literally My Business
I'll be honest, reading that article felt less like learning something new and more like someone finally putting a label on the thing I've built my whole company around. RSSMasher, MarketMasher, BookMasher, Article2Video, VidMasher — every one of those tools exists because I got tired of the old maths. I didn't want to hire a content team to do what a well-built pipeline could do while I slept.
Safe Online Marketing Ltd is not a big company. It's me, in Worcestershire, with a suite of tools I built specifically so that "small" and "limited" stopped being synonyms. That's not a boast, it's just the honest description of what's possible now, and it's why I keep telling people who ask me about starting an indie SaaS: don't benchmark yourself against how many people a competitor employs. Benchmark yourself against what a competitor's tooling lets one determined person do.
What This Means If You're Building Something
If you're a solo founder or a two-person outfit competing against a company with fifty staff, the fifty staff are no longer the moat they used to be. Bureaucracy, meetings, hand-offs between departments — these things cost real time, and AI-augmented small teams don't pay that tax. You can out-ship a bigger company not by working harder but by having fewer layers between "idea" and "shipped."
The flip side, and I think this is the bit people underrate, is that this raises the bar for what "good enough" looks like. Customers don't grade you on a curve because you're small. If a five-person company can produce polish and speed that used to require fifty people, then a one-person company is expected to match what five people used to do. The competitive floor has risen even as the headcount floor has fallen.
So the practical takeaway isn't just "hooray, small teams can compete now." It's: audit your own workflow ruthlessly. Wherever you're still doing something manually that a tool could do — content generation, video editing, research, first-draft copy — that's not efficiency you're saving, it's a debt you're carrying compared to someone who's already automated it.
The Real Shift
The article's framing — that there's no such thing as a small team anymore — isn't really about team size at all. It's about the disappearance of the correlation between headcount and capability. That correlation held for decades and shaped how we thought about hiring, funding, and competing. It doesn't hold anymore, and the businesses that internalise that fastest are the ones that will look, from the outside, like they've got teams three times their actual size.
I built my career and my company on that bet. It's nice to see the rest of the industry catching up to the maths.
— Wayne