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Generic interview prep that ignores the actual job you're applying for
“Every 'top 50 interview questions' list is generic. I want practice questions for THIS specific job description, and feedback on my answers.”— Hacker News ↗
The gap
Question banks are static and role-agnostic. Generating questions tailored to a pasted job description — and critiquing the user's answers against it — is a personalized angle the generic lists can't touch.
For
Job seekers preparing for specific roles
Paste-ready build prompt
Build a job-tailored interview prep app in Next.js. User pastes a job description; an LLM generates likely questions grouped by type (behavioral, technical, role-specific). User types an answer and gets specific, constructive feedback. First 3 steps: (1) JD input → `{questions: [{q, type}]}`, (2) a practice view (one question at a time, answer box), (3) an LLM critique of each answer referencing the JD. No accounts to start.