AI can compress your learning curve or hollow it out — the difference is entirely in how you use it. Interviews still happen without AI; plan for that room.
The one rule
AI explains, you write. Copy-pasting generated code teaches nothing and interviews expose it in minutes. Type every line yourself, even AI-suggested ones — muscle memory is real.
High-leverage uses
- Personal tutor: "Explain closures like I'm a 2nd-year student, then quiz me with 3 questions" — the quiz-back is the magic part
- Debugging teacher: paste the error + your code + "explain WHY this happens, don't fix it yet" — understand first, then fix
- Code review: "Review this function for bugs and readability like a senior dev" — free mentorship on every project
- Variation practice: "Give me 5 problems similar to Two Sum, increasing difficulty" — infinite problem sets
Dependency check (weekly)
Solve one judge problem and build one small feature with AI fully closed. Struggle is the workout — if you can't, recalibrate the ratio.
Resume angle
"Used AI tools to accelerate development" is now normal, not cheating — but only alongside proof you can code solo (live projects, judge scores, contest ranks).
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