Spaced Repetition for Coding Interviews and Tech Skills

Cramming creates illusion of mastery

Solving a binary-tree problem once feels like learning. A week later the pattern is gone. That is normal forgetting — not a lack of talent.

Spaced repetition schedules reviews right before you would forget, strengthening memory with less total study time than massed practice.

What to put on a review card

For technical skills, cards should be active, not passive. Prefer “implement BFS from scratch” or “explain CAP trade-offs in 60 seconds” over “reread notes on graphs.”

• Problem patterns (two pointers, sliding window, DP templates)
• API and language gotchas you actually missed
• System design trade-offs in your own words
• Failed interview answers you want to redo cleanly

A simple schedule that works

Classic intervals look like: same day → 1 day → 3 days → 7 days → 14 days → 30 days. If you struggle, shorten the gap; if it feels easy, stretch it.

Protect a daily 15–25 minute revision block. Consistency beats heroic weekend reviews that never happen.

Tie revision to your roadmap

Random flashcards drift from your goals. Learnisim AI schedules spaced revision against the topics you already studied, so reviews reinforce the same path that gets you hired or certified — not a disconnected Anki pile.