What students built

“I had a prototype I'd built with an AI coding tool. It worked in my browser but crashed with 10 concurrent users. After From Prototype to Production, I rebuilt the infrastructure, added proper auth and monitoring, and launched to 200 users. It's been running without incident for 3 months.”

“I'd been doing backend development for 5 years and knew nothing about AI systems beyond the hype. AI-Native Development Fundamentals gave me a complete mental model. I shipped my first RAG-based feature at work 2 weeks after finishing the course.”

“We enrolled our whole backend team — 8 engineers. We did the custom training programme. Three months later, we've shipped two production AI features and one engineer has started the SCARL path.”

“The production debugging module alone was worth the entire course price. I'd been chasing a context window issue for two weeks. Fixed it in an afternoon after watching module 4.”

“As a non-technical founder, I didn't enroll to learn to code. I enrolled to understand what my engineers were building — and to spec AI features that actually made sense.”

“SCARL certification was the hardest thing I've done professionally since my first senior interview. Worth it.”

“The agent architecture sprint workshop saved us months of wrong turns. We went in with a vague idea of what we wanted to build and came out with a real architecture document.”

“I'd done three online AI courses before this one. This is the only one that ended with me deploying something real.”

“The corporate training programme was specifically designed around our use case — document processing in a regulated industry. Generic AI content wouldn't have been appropriate. This was.”