Meta Title: How I Built a $49 AI Product in 48 Hours (Step-by-Step Developer Guide) Meta Description: Built and sold a $49 AI product in 48 hours. Here’s the actual build, deploy, and sell process, no fluff, for developers who want to ship fast. Introduction The barrier to building and selling an AI product has…
Ten years ago, running a company alone meant picking which parts you’d actually keep up with. Maybe you shipped product. Maybe you marketed it. Maybe you handled support. Try doing all of it and you’re staring at 80-hour weeks with things still slipping. In 2026, that trade-off is fading fast. AI tools for one-person companies…
May was the first month TradeBot actually made money. Not a lot ($56 realized PnL), but after two months of break-even and one month of negative fees, I’ll take it. The setup, if you’re new here TradeBot is a Python algo I run on a small AWS EC2 instance. It watches a short watchlist of…
Most “automation” content out there is just another Zapier tutorial wearing a hoodie. This isn’t that. This is the marketplace guide I wish someone had handed me three years ago when I started selling automation systems and trying to buy a few from other people. It’s a map of where working systems actually live, what…
If you can paste the actual body content (paragraphs, headings, links, lists), I’ll rewrite it in James’s voice per your spec. Alternatively, if you want me to draft original content for this post topic, let me know and I’ll write it honestly — sticking to verifiable claims about the toolchain and using “how I evaluated”…
Most of my AI work runs on a machine I already owned. No cloud bills, no API quotas, no waiting on rate limits. Here’s the actual stack. The setup I run Ollama on a refurbished workstation with a used GPU I grabbed off eBay for about $180. Total hardware cost was maybe $400 once you…
Most folks asking about browser bots want the same thing: skip the part where they log into ten sites and paste the same thing everywhere. I get it. I used to do that myself. But before you start coding, ask the real question: is a bot actually what you need, or could the site’s API…
— Nobody Talks About the Breakages Every AI automation blog shows the wins. Nobody shows the 3 AM failures, the rate limit meltdowns, the model hallucinations that cost money. Here’s what actually broke in my operation this week – and how I fixed it. — Failure 1: Jupiter API Rate-Limited the Trading Bot What happened:…
I used to fire every prompt at the same model. Same API, same per-token rate, same wait. Then I looked at the bill and realized I was paying GPT-4 prices just to figure out if an email was spam. That’s what pushed me to start tiering. Three models now, each doing the job it’s best…
What It Is I’ve got a stack of ops books and PDFs I bought years ago and barely opened. So I built a thing that reads them for me while I sleep. Every night at 2 AM it kicks off, pulls the 54 playbooks off my NAS, chunks them up, and feeds them through a…
