Take-home coding exercises assess both technical ability and candidate interest when designed properly. Effective exercises align with company values, have limited scope (solvable in an afternoon), and include clear instructions with specific judging criteria. Key principles include making exercises role-specific, keeping them reasonably fun, and being transparent about expectations. Payment isn't necessary for limited-scope exercises that won't be used in production. Great candidates demonstrate good taste, write simple maintainable code, and show creativity. With AI-assisted coding becoming common, hiring managers should acknowledge its use, design unique exercises that resist vibe-coding, and plan follow-up discussions to verify understanding.

10m read timeFrom justoffbyone.com
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Table of contents
1. Value Alignment2. Limited Scope3. Follow the ProcessAssessmentVibe-Coded or AI-Assisted WorkFuture Ideas for Assessing AI-Assisted WorkFinal ThoughtsMore on Hiring

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