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Thoughts on web development, data, and technology
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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, 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.

Backend Development
A retrospective on Application Integration and Security, the course where I learned Python from scratch, worked through authentication and vulnerability management, and shipped a containerized application to AWS, all under the weight of a two-strike course policy.