Essays & guides
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Learning strategies, common pitfalls, and practical advice for building with AI.
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Depth vs Hype: The Real Skill Gap in AI
An analytical look at tool obsession, the illusion of productivity, and what genuine depth in AI actually requires for engineers serious about mastery.
·7 min read
How I Structure My AI Study Weeks
A repeatable study system for serious AI learners: weekly architecture, daily splits, reinforcement practices, and feedback loops.
·5 min read
Why Most AI Roadmaps Fail (And How to Fix Yours)
A technical-reflective examination of roadmap overload, structural flaws, and evidence-based design for serious AI learners pursuing long-term mastery.
·8 min read
Why Fundamentals Matter More Than Frameworks
A reflective-technical argument for prioritizing mathematical and conceptual foundations over framework fluency in AI learning.
·6 min read