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🛠 Implementation Gym

Read a long requirements spec, build it level by level, and get graded by hidden tests. This trains turning prose specs into exact code — not algorithm trivia.

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Tier 1 · Getting your hands back

10–15 min · data structure basics0/5 solved
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Tier 2 · Data structures + requirements

15–20 min · objects that hold state0/5 solved
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Tier 3 · Online assessment style

20–25 min · reading the spec is the hard part0/5 solved
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Tier 4 · MLE / ML implementation

25–60 min · build the metric or model yourself0/13 solved
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Tier 5 · End-to-end ML systems

55–60 min · training through serving in one class0/6 solved