⬡ Principles Lab

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Runnable, measured, free

Flip the principle off. Watch the system answer.

Principles Lab teaches software principles with runnable demos, not slides. Pick a problem, flip Naive to Principled, and watch the before/after numbers get computed live — free, no sign-up, nothing leaves your browser.

Browse problems →

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Every problem