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LeetCode is an online platform of coding challenges that companies use as a proxy for technical interviews. You use it by picking problems by topic and difficulty, solving them in an in-browser editor, and repeating until common patterns become automatic. It is the right tool if you are preparing for software engineering interviews at large tech companies; it is less useful if you are practicing system design, behavioral questions, or domain-specific work.

What LeetCode actually is

LeetCode hosts thousands of algorithm and data-structure problems. Each problem gives you a statement, one or more examples, constraints, and a code editor with a test runner. You submit a solution, and the platform judges it against hidden test cases and reports runtime and memory relative to other submissions.

Two things make it useful for interview prep:

• The problem set mirrors real interview questions. Many companies draw from similar patterns, so practice transfers.
• The judge gives immediate, objective feedback. You find out quickly whether your logic handles edge cases, not just the examples shown.

Problem categories and difficulty levels

Problems are tagged by topic and rated Easy, Medium, or Hard. The rating reflects how hard the problem is to solve correctly, not how long it takes.

Common topic tags you will see:

• Arrays and strings — two pointers, sliding window, prefix sums
• Hashing — frequency maps, deduplication, lookups
• Linked lists — traversal, reversal, cycle detection
• Trees and graphs — BFS, DFS, recursion, topological sort
• Dynamic programming — memoization, tabulation, state design
• Sorting and searching — binary search, custom comparators
• Heaps and stacks — priority queues, monotonic stacks

If you are new, do not sort by difficulty alone. Sort by topic, pick one pattern, and do several problems in a row so the pattern sticks.

A practical workflow for solving one problem

Use the same loop every time so it becomes a habit you can repeat under pressure.

1. Read the problem twice. Identify the input, the output, and the constraints. Constraints often tell you the intended complexity — for example, an input size in the tens of thousands usually rules out an O(n²) solution.
2. Restate it in your own words. If you cannot, you do not understand it yet.
3. Work small examples by hand. Take the given examples and one edge case (empty input, single element, duplicates, negative numbers).
4. Plan before coding. Name the pattern and write the approach in a sentence or two. Decide the data structures.
5. Code it. Write clean, readable code. Name variables meaningfully.
6. Test against your examples. Trace the code manually before running it.
7. Submit and read the result. If it fails, look at which case failed and why — do not just tweak until it passes.
8. Optimize if needed. Check the time and memory report. If you are in the slow tail, ask what the bottleneck is.
9. Review the editorial or top solutions. Compare your approach to the accepted ones. Note anything you missed.

The step most people skip is step 4. Planning before typing is what separates a calm interview from a scramble.

Using LeetCode to prepare for top-company interviews

• Practice by pattern, not by random problem. Group problems by tag and do five to ten of the same type in one session.
• Time yourself. Give Medium problems about 30 minutes. If you exceed it, look at the solution, then re-solve from scratch the next day.
• Re-solve problems you failed. A problem you solved once and forgot is not learned. Spaced repetition matters more than volume.
• Talk out loud. Interviews are verbal. Practice explaining your approach as if someone is listening.
• Mix topics in later sessions. Real interviews do not tell you which pattern to use, so your practice should not either.

Common pitfalls

• Grinding without reviewing. Solving 300 problems and reviewing none is worse than solving 100 and reviewing all of them.
• Memorizing solutions. Interviewers change the problem slightly. Memorized code breaks; understood patterns adapt.
• Skipping Easy problems. Easy problems build the fluency that Medium problems assume.
• Ignoring constraints. Misreading constraints is the most common cause of a wrong complexity choice.
• Only practicing alone in silence. You will not have silence in the interview.
• Neglecting communication. A correct solution you cannot explain reads as luck.

Where AI tools fit

Some candidates use AI copilots during live interviews to get real-time suggestions. Interview Solver, for example, markets itself as an AI interview copilot that stays invisible to screen sharing and provides real-time LeetCode solutions. Whether you use such a tool is a personal and ethical decision, and many companies explicitly prohibit it. For preparation, the safer and more durable approach is to build the skill yourself, because you cannot rely on assistance in every round or every format.

Quick start

If you are starting today: create an account, pick the Arrays and Hashing tag, filter to Easy, and solve three problems using the nine-step workflow above. Then move to Medium. Track which patterns you fail and revisit them weekly. That loop, repeated consistently, is what LeetCode preparation actually is.