Cognitive
Load
Predictor
Enter your developer session metrics to predict burnout risk.
Work Metrics
Coding Hours
6
Hours spent coding today
Lines of Code
200
Lines written this session
Bugs Found
8
Bugs discovered today
Bugs Fixed
3
Bugs resolved today
Commits
4
Git commits pushed
Errors
12
Runtime / compile errors
Lifestyle Metrics
Sleep Hours
5.0h
Last night's sleep
Coffee Cups
4
Cups consumed today
AI Usage Hours
1.0h
Time using AI tools (Copilot, etc.)
Task Duration
6.0h
Duration of current task
Stress Level
78
Self-reported stress (0–100)
⚡ Calculate Cognitive Load
Prediction Result
—
—
/ 100
0 — Low
30 — Medium
50 — High
70 — Critical
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Engineered features · Trained on 800 samples · R² ≥ 0.93