Chapters
SystemsBeginner7:35
The 3 Architecture Decisions That Kill Startups
Every startup that dies from technical debt made the same three mistakes — and they made them in the first 60 days. We have built and operated systems across AgriTech, FinTech, and SaaS. We have seen monolith-to-microservices migrations that cost $200K because someone split too early. We have watched auth architecture choices lock teams into vendors for years. This training walks through the three decisions — monolith timing, database commitment, and auth ownership — with real examples from our ventures, including the ones we got wrong.
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FREE9:45AIBeginner
Build a Lead Qualification AI Workflow in 30 Minutes
Most AI tutorials teach you to call an API and display a response. That works in a demo. It breaks on the first day of real traffic — bad input, runaway costs, wrong classifications sent to the wrong people. This training is different. We run AI workflows in production across six ventures: document processing, content pipelines, lead qualification, price monitoring. In this step-by-step walkthrough, you build the same lead qualification pipeline we use to process partner inquiries — a 4-stage system with schema validation, single-purpose AI classification, confidence-based routing, and cost controls. Under $2/month for 40 daily inquiries. Every pattern comes from production. Every dollar figure is real. Every mistake we warn you about is one we made first.
AI Workflow Architecture Checklist: 4-Stage Pipeline Blueprint + Model Selection Matrix
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