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Hands-on technology leader with 10+ years building scalable, mission-critical systems at Goldman Sachs, Brevan Howard and fast-growing fintechs. Expert in cloud-native architectures, distributed data pipelines and high-throughput systems; experienced in migrating legacy platforms and designing AI-enabled services. Proven track record delivering reliable platforms that process millions of transactions daily.
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A few years ago, new coders faced "tutorial hell", watching endless YouTube tutorials, copying every line perfectly, then freezing when trying to build something new, alone.
The solution was simple: write more code, watch fewer videos. Learn by doing, not by following along.
But today, we face a new problem.
AI coding assistants like ChatGPT and GitHub Copilot are everywhere. They're powerful tools, but they've created a new trap.
What is "vibe coding hell"?
Building projects quickly with AI help, but not understanding the code you're writing.
The symptoms:
"I can't build anything without my AI assistant"
"My project works, but I have no idea how"
Feeling lost when AI makes mistakes
A 2025 study found developers using AI thought they were 25% faster, but were actually 19% slower. When AI does the thinking, your brain doesn't do the work.
Worse, it creates a dangerous mindset: "Why learn this when AI already knows it?" This leads to developers who can't solve problems without AI assistance.
Problem 1: AI Agrees with Everything
AI rarely challenges you or points out flaws. But real learning requires friction; that uncomfortable struggle where growth happens.
Problem 2: AI Gives Wishy-Washy Answers
Responses like "Some prefer X, others prefer Y" don't help beginners. You need clear direction and strong opinions when learning.
Letting AI write entire code blocks
Using AI agents to complete learning projects
Copy-pasting without understanding
For explanations, not solutions: "Explain how this works" not "Write the code"
For debugging help: Show your code and ask what's wrong
With challenging prompts: "Ask me three questions before answering"
Real learning feels uncomfortable. When you're stuck and frustrated, that's when your brain grows.
Remember: Only coding yourself teaches you to code.
Type every line yourself: Even if AI suggests it
Break things on purpose: Then fix them
Ask "why": Understand every line of code
Build without AI: Try one project completely alone
Use AI as a tutor, not a crutch: Ask questions, don't request solutions
Real developers aren't the ones who can prompt AI best. They're the ones who understand how their code actually works.