THE HARD TRUTH
A perfect dataset with no model is useless. Ship a baseline.
You struggle with endless data cleaning, parameter tweaking loops, and waiting for training.
Standard timers don't work because they don't demand the truth.
AUDIT forces you to log your activity every 30 minutes. It is the only way to escape mediocrity.
Don't tweak parameters for 3 hours. Run an experiment and move on.
While the model trains, read papers or code features. Don't just watch the loss curve.
Enter your hourly rate to see what your "distraction" is costing you annually.
Stop lighting money on fire.
AUDIT forces you to confront the truth of your output.
A custom chronograph counts down 15 minutes. Visual urgency driver with draining tick animation.
When the time ends, you must log exactly what you did. No hiding. No vague estimates.
If you worked, Gold. If you slacked off, you log it to The Void (Red). Brutal honesty.
Data cleaning and modeling are 'heavy lift' cognitive tasks. 30 minutes allows for deep immersion while preventing 'Research Paralysis'.
Every second you hesitate is a second lost to The Void.
You don't need more information. You need a system.
Only available on iOS. Android users: stay poor.