Coding interview practice coach
Practice algorithm problems with progressive hints, complexity analysis and feedback, instead of getting spoiled with the answer.
Understand code you inherited: a layered explanation from the big picture down to the tricky lines.
I need to understand some {{language}} code I did not write. My experience level: {{level}}.
What I need it for: {{purpose}}
Code:
{{code}}
Explain it in layers:
1. One-paragraph summary: what this code does and why it likely exists.
2. Walkthrough: go through it in execution order. For each logical block say what it does and why, not just what the syntax means.
3. Hard parts: pick the 2-4 trickiest lines or patterns and explain them with a tiny worked example (concrete input, step-by-step result).
4. Hidden behavior: side effects, global or shared state, implicit assumptions, error paths and performance traps.
5. Smells: anything that looks like a bug or a risk, labeled "confirmed" if it is clearly wrong or "suspicion" if it depends on context I did not show.
6. Questions to ask the author or check in the codebase.
Define any jargon the first time you use it, at the level of someone with my experience. Do not rewrite the code unless I ask. If something depends on code that is not shown, say so instead of guessing.Layered output lets you stop reading when you have enough. Labeling smells as confirmed or suspicion keeps the model from inventing bugs.
Licensed CC0 (public domain) Version 1 · history
Practice algorithm problems with progressive hints, complexity analysis and feedback, instead of getting spoiled with the answer.
Port code to another language so it reads like native code, with notes on behavior differences and gotchas.
Make tangled code easier to read and change without altering behavior, with every edit explained.
Prepare for a major library or framework upgrade: breaking changes, code to update and a safe rollout order.
Plan a database, framework or infrastructure migration with phases, rollback points and verification at each step.
Describe what you want to match and get a commented regex with matching and non-matching test cases.
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