Thinking out loud about AI systems, engineering craft, and the South African tech landscape.
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Most people use AI like a search engine. I used it like a senior engineer sitting next to me. Here's how I built a full production website without knowing Next.js, and what "vibe coding" actually looks like when you do it right.
The job hasn't disappeared. The mental model has changed. Here's what the roadmap looks like for data scientists and engineers entering (or navigating) the AI agent era, with a South African lens.
A technical memoir on building Ubunye Engine: the real story of broken imports, silent CI failures, and the slow accumulation of something that actually works.