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Notes on AI engineering and cloud, and a course on building agents.
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Applied AI Engineering
Building agents and automation. A path from how LLMs actually work up to shipping safe, evaluated agentic systems, written for working programmers, with no machine-learning math.
17 articles, 10 levels
Notes
- Zero-Downtime Deploys on a Raspberry PiPeople think zero-downtime deployment needs Kubernetes and a cloud bill. It needs one moving pointer. I run it on a Raspberry Pi on my desk, and the pattern is one managed platforms also use. growing11 July 2026
- The Applied AI Engineering LadderAI engineering is not machine-learning math. It is a ladder of nine engineering skills, and every level assumes the one below it. Skipping rungs is why most agent projects fail. growing11 July 2026
- Why One CV Cannot Win Every JobMost people send the same CV to every job and wonder why nothing comes back. A good CV is a tailored CV, but tailoring by hand does not scale. So I built a system that does it properly, for every job. growing20 June 2026