Manicule is a small agency that takes over technical documentation — the instruction manuals of software products — for companies building tools for developers. They handle everything: the structure, the writing, the design, the quality checks.
What's clever is how they split the work. AI agents handle the stuff that's boring but important — checking that every link actually goes somewhere, making sure code examples still work, pulling the first draft from a product's existing technical specs. Then real humans come in for the parts that require judgment: what story are we telling? Who is this for? What does a confused developer actually need to understand?
The result? They shipped a full documentation site for one client in 23 days. After that, the product answered user questions correctly 30% more often. That's not a small number — that's the difference between a customer staying and leaving.
You might not make developer tools. But if you've ever looked at your own website, your onboarding emails, or your FAQ and thought this needs fixing but I don't know where to start — that feeling is universal. Manicule's model works because they stopped pretending one person could do all of this alone, and built a team where AI and humans each do what they're actually good at.
It's a quiet, honest approach. And at $15K a month in revenue with a tiny team, it seems to be working.
MRR (Monthly Recurring Revenue): The money a business reliably collects every month. $15K MRR means roughly $15,000 coming in each month, predictably.
OpenAPI spec: A standardized document that describes exactly how a piece of software works — like a technical blueprint. AI can read these to generate first-draft documentation automatically.
Developer tools: Software that other developers use to build their software. Think of it like a kitchen supplier selling to restaurants, not to home cooks.
YC (Y Combinator): A well-known startup program in Silicon Valley. Being "YC-backed" is a rough signal that someone looked at the idea carefully and bet real money on it.
Something worth sitting with: which part of your own business communication is quietly broken — and has been for months — because fixing it properly would take someone who's part writer, part strategist, and part technical person all at once?