Day 1 of my 100-build challenge is done. I built an AI Visibility Auditor to check whether a business actually shows up when people ask ChatGPT, Claude, or Perplexity for recommendations. I tested it on a well-established HVAC company in Dallas. They scored 35/100. They looked strong on Google, but AI struggled to clearly understand and describe the business. The auditor: • Tests real customer questions • Checks live AI answers, search signals, and the website • Explains where the score comes from • Gives the top fixes to improve visibility The biggest lesson was simple: Being visible on Google and being understood by AI are not the same thing. I’m sharing the source code for free. Comment “GEO” and I’ll send it over. Day 1 of 100 complete :)

I'm from Toronto, Ontario. I have a background in online fitness training and I've given up on that because I want do something more faceless rather than posting myself all the time. My goal is to become financially free & being able to help my family out!

Greetings. I'm from Matthew from Zimbabwe. I am currently a student doing electrical engineering. Iam an AI enthusiast who wants to get his hands on AI more. My goal is to get my own business started which will help companies expand their businesses with AI. I want the best life with financial freedom so I can spend time with my family and also getting to grow and enjoy while doing the business. I want also to help others achieve the same and save time in their businesses.

I’ve spent the last 2+ years building production-grade AI automations, voice agents, workflow systems, and custom business tools that actually work in real business environments. If you’re good at outreach, sales, or client acquisition, this could be a very strong partnership. You focus on bringing in the client and managing the relationship. I’ll handle the technical build, delivery, automation logic, integrations, and system execution. For the right person, this can become a very simple model: You bring the opportunity. I build the system. We create something profitable together. Most people overcomplicate AI automation because they can sell but can’t build, or they can build but can’t sell. I’m looking for someone who can bring serious conversations and wants a reliable technical partner behind them. If you have access to local businesses, agencies, consultants, service providers, or business owners who need AI systems, let’s talk : ) This could be one of the easiest ways to turn your network into real revenue.

I automated an entire AI newsletter pipeline from scratch. Here's exactly how I built it. The problem: AI moves too fast to curate manually. New models, papers, tools — every single day. So I built a multi-agent system that does it all without me. Here's the full pipeline: → Scrapes hundreds of articles from RSS feeds across the web → Kills duplicates from the last 4 weeks automatically → Fetches trending GitHub repos in AI → Monitors YouTube & filters ONLY actual AI content → Curates & ranks everything with AI → Writes the full newsletter → A Reviewer Agent reads it, finds issues, sends it back for fixes → Repeats until it meets quality standards → Delivers a clean editorial email — automatically The thing that surprised me most building this: The Reviewer Agent flagged its own content as "unprofessional" and sent it back for rewrites. Twice. Without me asking. That's when I realized this isn't just automation, it's an actual agentic loop. The system holds itself accountable. Key lessons if you want to build something similar: - Start with the curation layer first, formatting is easy but finding signal is hard - Deduplication across weeks is underrated, readers notice repeats immediately - A reviewer agent is worth adding even if it slows the pipeline down What are you all automating with agents right now?