I built an AI-powered document reader that lets you upload PDFs and chat with them. Ask questions, get answers with exact page references — powered by RAG + GPT-4o. Try it here: http://34.29.158.221 How to get started: 1. Click the link above 2. Click "Register" tab 3. Enter your name, email & password (min 8 chars) 4. Upload any PDF 5. Start asking questions! Features: multi-document search, voice read-aloud, source citations with confidence scores. Would love honest feedback — what works, what's confusing, what you'd want added. Drop your thoughts below!

Hi and welcome to every single one of you who just joined The Broken Platform Club. You're here because something resonated. Maybe your cloud bill is out of control. Maybe your pipelines break and nobody notices. Maybe you're the only person in your organization who sees the platform is falling apart. Whatever brought you here — you're not alone anymore. I've spent 25 years inside broken platforms. S&P Global. Telecom operators serving 200 million users. Healthcare AI systems. I've seen what happens when architecture is ignored, when cost optimization is an afterthought, when data governance doesn't exist. And I've seen what happens when you fix it. $2M saved. 1.4 billion records processed in 80 minutes. 90% fraud detection. Pipelines that actually work. That's what this community is about. Real fixes. Real patterns. Real conversations between people who've been in the trenches. Now here's my welcome gift to you. I just published my complete n8n automation course — 8 real-world workflows built from scratch. And for everyone in this community right now, it's completely FREE. 👉 Grab it here: https://www.udemy.com/course/complete-n8n-course-build-8-realworld-workflows/?couponCode=B612791859B04D7873CF This isn't theory. You'll build 8 working automation workflows that solve actual business problems. The same kind of automation I implement for consulting clients. Why am I giving this away free? Because the best communities are built on value first. You showed up. You trusted this space. This is my way of saying — I don't gatekeep knowledge. Here's what I want from you in return. Just two things: 1. Drop a comment below and introduce yourself. Tell me your role, your tech stack, and one thing that's currently broken in your data platform. I read every single one. 2. If the course helps you — leave an honest review on Udemy. That's it. That helps me reach more people like you.