What I've learned teaching 600,000 students about what works, what doesn't, and how AI has changed the game.
Read article →An honest look at what AI can and cannot do, and why understanding code matters more than ever.
Read article →A practical comparison based on job market, use cases, and where each language shines right now.
Read article →The skills that actually get you hired, based on what I've seen from thousands of students who landed jobs.
Read article →The same five mistakes I see over and over, and exactly how to avoid them.
Read article →From web apps to AI, automation to game development — a look at what people actually build with Python in production.
Read article →Realistic timelines based on your goals, from writing basic scripts to professional competence.
Read article →What Python jobs actually require, and the two or three extra skills that make you hireable.
Read article →Accountants, scientists, journalists, and small business owners who use Python every day without calling themselves programmers.
Read article →An opinionated guide to which libraries are worth learning and which ones to skip, organized by what you want to build.
Read article →45,000+ tech layoffs in Q1 2026, AI agents doing junior work — what this means and how to adapt.
Read article →Entry-level $91k, mid $125k, senior $172k — plus the specializations that pay the most.
Read article →Microsoft says 30%, Google says 25%, projections say 90%. Here's what's really being automated and what isn't.
Read article →T-strings, free-threading, deferred annotations, and a 3-8% speed boost — the practical breakdown.
Read article →A realistic 9-month plan for career changers, based on what's worked for hundreds of successful switchers.
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