Free Builder · Essays · First edition 2026
A 21-page calibrated forecast: where the compression hits, where the new wealth concentrates, and what to do with the time you have. Written by someone who's been building solo SaaS for thirteen years.
Who this is for
Not the hype version. Not the doom version. The version that tells you which assumption it's making, marks where it could be wrong, and gives you a personal strategy by tier.
Senior engineer, analyst, consultant, designer, ops. You can feel the compression. You're trying to figure out how long your current role lasts.
Most AI commentary is either "AI builds your business while you sleep" or "AI will replace everything." You want signal — claims with reasons attached.
You're not paying $19 for entertainment. You want a structural read you can plan around — and reasons to update your plan when the world updates the forecast.
What's inside
Every major claim is marked High, Medium, or Speculative confidence. You get my reasoning, not just my conclusion.
The lens. Assumptions about AI capability, adoption, and human behavior — stated upfront so you can disagree precisely.
Entry-level and junior knowledge work. What gets compressed first, by how much, and how it shows up.
Senior individual contributors. Two scenarios — the plateau and the continuation. Direction certain, pace uncertain.
Capital, operators, embodied service, infrastructure. Specific stack positions to be in.
Four tiers, named industries in each. Where compression hits first, where it never reaches, and where wealth concentrates instead.
Authenticity premium, local-first economies, in-person rebound, AI-skeptic markets, operator-friendly capital.
Concrete moves by tier — what to do if you're in compression first, medium-term, resilient, or counter-cyclical.
Six failure modes for the forecast, what to watch for in each. So you know when to update.
In the box
Why trust me
Solo SaaS builder · since 2007 in software
Grew up in Tunisia, moved to the US in 2017. Software engineer since 2007. I've built five SaaS products on my own over thirteen years — across education (Tutoplus, 2012), agency software (The Agency), an end-to-end digital construction platform used by architects (BidLight), an internal automation system inside Tesla DGF, and now AI marketing for solo operators (Prigmar.com).
The forecast in this PDF comes from someone who has built through three platform shifts and watched compression hit different industries from the inside. It's not a hot take. It's what I'd tell a friend if they asked.
Get it
No subscription, no upsells, no funnel that pesters you for a month. Buy the PDF, get the link, read it.
FAQ
If you've read this far, you already know whether the forecast is worth $19 to you.
Buy the PDF — $19