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Writing / Thoughts on web development, data, and technology

Full Stack Development / Backend Development
See how I built BREKIN, a Ratespedia mortgage AI knowledge system with Next.js, Supabase, trainer workflows, voice input, and RAG.

Full Stack Development / Project Management
Review Project and Portfolio VI at Full Sail, where Our Heritage Kitchen moved through launch planning, SEO, analytics, beta feedback, and handoff.

Full Stack Development / Product Development
Review Project and Portfolio V at Full Sail, where Our Heritage Kitchen moved through pitch, beta planning, metrics, security, and release strategy.

Full Stack Development / Backend Development
See how I built Rupert, my portfolio AI assistant using Next.js, Gemini, NAS-hosted RAG, Upstash limits, streaming UI, and scope controls.

Full Stack Development / Backend Development
Analyze Alex Karp's CNBC interview through enterprise AI control, market positioning, competitors, data boundaries, audit trails, and learning loops.

Backend Development / Full Stack Development
Review Secure Application Development at Full Sail, covering browser trust, command injection, secrets management, JWTs, and secure deployment habits.

Full Stack Development
Review Connected Devices and Applications at Full Sail, covering Expo setup, multi-device interfaces, tablet workflows, and mobile approvals.