← Anthropic Interview Insights
The basic path normalization part (splitting on `/`, handling `.` and `..`) came together pretty fast.
Clarify the problem constraints and assumptions, then design a step-by-step algorithm that processes path components, resolves symbolic links iteratively, and detects cycles using a visited set. Implement the solution with careful handling of edge cases and test thoroughly.
Pro tip: Explicitly state your assumptions about the filesystem model (e.g., symlink targets are absolute or relative to the link's directory) and discuss how you would handle cycles—this shows you think about real-world edge cases and system design trade-offs.
Ask about the filesystem representation (e.g., map of paths to targets), symlink resolution rules, and expected behavior for non-existent paths. Confirm that 'CYCLE' is returned only for symlink loops.
Outline a component-based approach: start with the base path (absolute or current directory), split the input path into components, and process each component while maintaining a stack of resolved directories. For symlinks, recursively resolve the target and detect cycles.
When encountering a symlink, resolve its target relative to the symlink's directory, then continue processing the remaining components. Use a set of visited symlink paths (or a depth limit) to detect cycles and return 'CYCLE' if a loop is found.
Write clean code with helper functions for path normalization and symlink resolution. Test with cases: absolute/relative paths, '.', '..', multiple symlinks, and cycles. Walk through an example to verify correctness.
Discuss time and space complexity (O(n) where n is path length, with cycle detection using O(k) space for k symlinks). Mention alternative approaches like iterative resolution with a queue and trade-offs between recursion depth and explicit stack.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.