In this video Nate talks about always using Claude code in order to give your AIOS context. He puts that up against Claude AI. But how about coworker? Couldn’t Claude Cowork just as easily give your AIOS the same context? https://youtu.be/0WDkwMxj13s?is=dxyfCxNAYsSCiudB

What I scraped: I connected the Firecrawl MCP server to Claude Code and scraped a remote job board for Enterprise Account Director roles (my own title) paying $173K+. Came back with 22 listings in a clean CSV; title, company, salary, location, and a direct link to each. Adobe, Cision, Yubico, Pendo all in there. Screenshot below. What surprised me: I didn't tell Claude Code which Firecrawl tool to use. I just described what I wanted in plain English and it picked the right one on its own; mapping the site first, then extracting structured data into columns. When one scraping approach stalled mid-run it caught it and self-corrected without me stepping in. Watching it run a couple agents at once on different tasks was the part that actually made me sit up. One use case idea: pointing this at the same job boards but for my Airbnb side; scraping comparable Lincoln Park short-term rental listings to pull nightly rates, amenities, and review counts into one sheet for pricing benchmarks. Could do the same for any client account I want to research fast. Whole thing only cost about 30 of my 500 free credits 😅 #AISChallenge

What I built: a newsletter for my real estate brand (Here 2 Stay), built in VS Code with Claude Code and sent through Gmail. It walks through the why behind the brand and features our Lincoln Park duplex. Screenshots below. What clicked: structure before content. I went in thinking the hard part would be the writing, but it was actually getting the folder setup, brand context, and templates locked in first. Once Claude Code had the brand voice and stats to pull from, the newsletter came together fast. Organization really is PRIMERO. What I'd improve: the stat blocks up top are doing a lot of work, but I want to tie them to a single CTA instead of three different "stay, list, or partner" paths. Next pass I'd narrow the ask so the reader knows exactly what to do next. Wasn't expecting to ship something this polished on Day 1 🚀

Just almost a yearly wrap up. That is what it adds up to. Since August 2025, roughly 12 hours a day, every single day, building. No weekends off. No waiting for the right moment. Just learning & building. In the beginning it was not really building yet. It was learning and building at the same time. August, September, October, November were months of studying deep into the night, figuring out how all of this actually works. ( watched a lot of hours @Nate Herk videos) Slowly the balance tipped, and building became the bigger part. But one habit never changed: I still make a real study of every project before I start building it. Understand it first, then build it right. People ask what all those hours turned into. Here is the honest answer. I built things, a lot of them, mostly hands-on: ( I have 70 repos in Github) - Internal dashboards and a full Command Center to guide and steer our team in Uganda, so distance never becomes a wall. - Tailor-made CRM systems for food companies. - An operating system for an apple pie business. - Plexaris, a 16-week course platform to train students in Uganda, and - PRACTIQ Pro, an AI learning platform. - Plexaris AGRI, helping farmers in Africa become EU Deforestation Regulation compliant. - FoDiQ, Food Digital IQ for CPG and Foodservice. - SPEAQ, encrypted messaging with quantum-safe cryptography, now a native app, and - SPEAQ ID, sovereign digital identity. Access everything, give nothing. - HAKI, a legal-access platform for people in Uganda who normally never reach a lawyer. Product is build by the team in Uganda. Plexaris Command center to support and manage the team in Uganda - Plexaris HR, a complete HR platform running live, with payroll and post-quantum encryption. - DOQENT, a masterpiece for teachers, built together with a teacher from Slovenia. - CLARIQ, Where Clarity Meets Intelligence, C-level English learning, built with an Australian who lives in France. - And dozens of websites along the way and projects which are still in Stealth mode.

From first client agreements and first automations to AI-powered business systems and community-led breakthroughs, another strong week inside AIS+ proved that progress comes from doing. 🚀 Standout Wins of the Week inside AIS+ 👉 @Kacper Rutkiewicz crossed both 1,000 YouTube subscribers and $15K in automation revenue, sharing the journey from learning to building a real business. 👉 @Mario Chasco turned a client demo into a formal agreement, proving that consistent learning and showing up eventually creates opportunities. 👉 @Chase Coughlin shipped a complete Vendor Management System for his family farm, connecting multiple tools into a real-world automation solving an actual business problem. 👉 @Esther Adelodun , an auditor by profession, built her first working workflow and reminded everyone that technical backgrounds aren't required to start building. 👉 Michael Williamson completed his first automation just three days into the program, then immediately improved it with error notifications and monitoring. ⸻ 🎥 Super Win Spotlight | @Valli Challa Valli joined AIS+ as a first-time founder looking to better understand AI, automation, and how to build alongside other entrepreneurs. Since joining, she has: - Launched with beta users for her product - Built valuable relationships and partnerships through the community - Leveraged startup resources, credits, and training to accelerate growth - Gained confidence navigating the founder journey Her biggest takeaway? You don't have to figure everything out alone. Sometimes the most valuable resource isn't another tool, it's being surrounded by people solving similar problems and moving in the same direction. 🎥 Watch Valli's story 👇 ✨ Every successful founder starts somewhere. Inside AI Automation Society Plus, members are learning faster, building real solutions, and helping each other move forward every single week.