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You don't forget interviews. You forget the patterns.

We resurface each weak DSA pattern right before the forgetting curve takes it — so your practice still holds on interview day.

No credit card required.

Your recall, kept sharp
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Fading Refreshed

The Problem with Traditional Practice

Without a system, you forget 80% of what you learn within a week. Random problem selection leaves weak patterns untouched.

Based on Ebbinghaus's forgetting curve research (1885)

MemoryDay 1Day 3Day 7Day 3020%90%
Random practice
With CodeSparring
Research-Backed

Built on 40 Years of Cognitive Science

Four proven learning principles, applied to your interview prep.

10-30%
Better Retention

Spacing Effect

Distributed practice beats cramming. Our algorithm spaces your reviews for optimal long-term retention.

Cepeda et al., 2006Psychological Bulletin

50%
Better Retention

Testing Effect

Active recall strengthens memory more than passive review. Every practice session is a retrieval opportunity.

Roediger & Karpicke, 2006Psychological Science

43%
Better Retention

Interleaving

Mixing different patterns daily improves transfer to new problems. We intelligently vary your practice.

Rohrer & Taylor, 2007Instructional Science

Optimal
Better Retention

Forgetting Curve

Review at 70-80% retention for maximum efficiency. Our algorithm knows exactly when you're about to forget.

Ebbinghaus, 1885Memory: A Contribution to Experimental Psychology

Scientific References

Spacing Effect

Cepeda, N.J., et al. (2006). Distributed practice in verbal recall tasks: A review and quantitative synthesis. Psychological Bulletin, 132(3), 354-380.

Testing Effect

Roediger, H.L., & Karpicke, J.D. (2006). Test-enhanced learning. Psychological Science, 17(3), 249-255.

Interleaving

Rohrer, D., & Taylor, K. (2007). The shuffling of mathematics problems improves learning. Instructional Science, 35(6), 481-498.

Forgetting Curve

Ebbinghaus, H. (1885). Memory: A Contribution to Experimental Psychology. Teachers College, Columbia University.

Sleep Consolidation

Walker, M.P. (2017). Why We Sleep: Unlocking the Power of Sleep and Dreams. Scribner.

SM-2 Algorithm

Wozniak, P.A., & Gorzelanczyk, E.J. (1994). Optimization of repetition spacing in the practice of learning. Acta Neurobiologiae Experimentalis, 54, 59-62.

Ready to Practice Smarter?

Join the future of interview prep with science-backed learning.

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