dev.to· Oct 2, 2026· by codewitharyan29

Same score, 23 places apart: the normalization maths behind a hackathon judging platform

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Two projects in the official DOGFOOD data set both had a raw average score of 3.44, from three judges...
🎯 Vulnerability: Web Security Vulnerability
💡 Defense Fix: Implement strict input validation, contextual output encoding, and enforce least-privilege authorization controls.
#hackathon#python#fastapi#security