Senior Coding Practice

High-signal challenges focused on production-grade concerns: concurrency, scalability, and operational reality.

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Thread-Safe LRU Cache

Hash MapDoubly Linked ListMutex/Locking
View Framework

Design and implement a Least Recently Used (LRU) cache that is safe for concurrent access by multiple threads.

Scale It

What if the cache needs to store millions of items? Consider sharded locks to reduce contention.

Concurrency

Discuss the trade-offs between a single global lock vs. fine-grained locking or lock-free approaches.

Production

How do you monitor hit/miss ratios? Would you use a circular buffer for tracking recent access in a concurrent environment?

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