Skilled Coder (@theskilledcoder) 's Twitter Profile
Skilled Coder

@theskilledcoder

Senior Developer

ID: 1588217209414819840

linkhttp://www.theskilledcoder.com calendar_today03-11-2022 17:11:28

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Rate limiting isn’t about rejection , it’s about survival. Used in: - APIs → fair usage - Auth → brute-force prevention - Queues → backpressure control It protects good systems from good users who go wild

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Linked Lists walk - arrays teleport One node knows only the next - nothing more. Used in: - LRU caches (LinkedHashMap) - Undo/Redo stacks - Memory allocators - TCP/IP packet buffers - Concurrent queues - Blockchain history Not fast, but flexible.

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You have millions of cache entries (Redis) and want to reduce cache misses when keys are dynamically generated. How do you approach it?

You have millions of cache entries (Redis) and want to reduce cache misses when keys are dynamically generated.

How do you approach it?
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Database Scaling Rules 1 table → fine 10 tables → add indexes 100 tables → need query optimization + caching 1000 tables → need sharding, read replicas, schema governance

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Anyone can build an app now just like anyone can take a photo. But not everyone can capture light. Understanding data structures and architecture is how you learn where to point the camera

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How to choose Relational Databases PostgreSQL – if your data is mostly structured, relational, and long-lived. MySQL – if your data is mostly simple web CRUD and you care more about uptime than fancy features. SQLite – if your data is mostly local or embedded and doesn’t need