Harvard CS50x Puzzle 2026

Analyzes incident logs and stack traces to diagnose root cause, severity, and confidence score using AI (Groq Llama 3.3) — with a deterministic rule-based fallback when no AI key is present.

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AI Root-Cause Diagnosis Engine — Fixly

Deduplicates repeated incidents in real time by generating a SHA-256 fingerprint from normalized error signatures — so the same crash occurring 1,000 times creates one tracked incident with an occurre

Sehreen Atta Gul

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AI/ML - Flyrank AI

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BS in Computer engineering

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Sehreen Atta Gul

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