From Fired to Founder — Building an AI-Proof Assessment Platform With No Coding Background | Ep. 2

Eric Chamberlain spent 25 years in education. Then he lost his job. Instead of sending CVs, he opened a laptop and started building.Four months later, he'd shipped five apps — including Save Veritas, an oral assessment platform that tackles one of the biggest problems in schools right now: how do you know a student actually did the work when AI can do it for them?In this episode, Eric walks us through everything — the origin story that started with his wife needing a French speaking app in Kuwait during COVID, the interview with an AI system that sparked the idea, and the technical journey from Bolt DIY frustrations to a robust, multi-assessment platform built on Vercel, Supabase, and the latest AI models.We get into the real stuff: the tech stack choices, why PRDs and user stories changed everything, how to handle security and GDPR when you're not a developer, the tools that actually work on a bootstrap budget, and why boring, disciplined building beats vibe coding every time.Whether you're a teacher curious about building your own thing, a solo founder figuring out your stack, or just fascinated by how fast non-coders can ship real products with AI right now — this one's worth your time.In this episode we discuss:The assessment integrity crisis and why oral assessment solves itBuilding on free tiers — Vercel, Supabase, OpenAI, and Google GeminiGoing from idea to PRD to user stories to shipped featuresGit branching, work trees, and protecting your codebase from AI agentsRed teaming your own product for securityAnti-Gravity, Claude Code, and Olama Cloud for budget AI-assisted developmentAligning with UK DfE AI product safety standardsThe difference between vibe coding and actually building something that worksConnect with us:Alex Gray: https://www.linkedin.com/in/alexandergray84/Darren: https://www.linkedin.com/in/darren-coxon/Eric Chamberlain: https://www.linkedin.com/in/ericchamberlintech/