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Thoughts on web development, data, and technology
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Full Stack Development / Project Management
A retrospective on Project and Portfolio VI, where I finalized Our Heritage Kitchen through launch planning, SEO, analytics, beta feedback, maintenance documentation, and handoff.

Full Stack Development / Product Development
A retrospective on Project and Portfolio V, the course where I moved Our Heritage Kitchen from product idea toward beta release by treating it as a real application: pitch, metrics, business viability, compliance, security, versioning, release planning, and postmortem.

Full Stack Development / Backend Development
A technical case study on how I built Rupert, a grounded AI assistant for my portfolio using Next.js, Vercel, Gemini, a NAS-hosted RAG service, Upstash usage tracking, streaming responses, and strict scope controls.

Full Stack Development / Backend Development
A technical, market, and competitor analysis of Alex Karp's viral CNBC interview: enterprise AI buyers are not just buying model access. They are buying control over data, deployment boundaries, audit trails, and the learning loop.

Backend Development / Full Stack Development
A retrospective on WDV4200 Secure Application Development, the course where browser trust, command injection, secrets management, JWTs, and secure deployment concepts became practical web development responsibilities.

Full Stack Development
A retrospective on Connected Devices & Applications, the course where web development moved beyond a single browser view into Expo, cross-platform app structure, tablet workflows, mobile approvals, and connected data.

Web Development / Full Stack Development
If GSC is reporting /blog?tag=react and /blog?category=nextjs as separate discovered pages, your site has a crawl budget leak. Here's exactly what causes it in Next.js and how to fix it properly.