Logeshwaran, Author at CheatCoders

Python asyncio vs Threading: The Benchmark That Changes How You Think About Concurrency

Python asyncio and threading achieve concurrency through completely different mechanisms. Real benchmarks across I/O-bound, CPU-bound, and mixed workloads reveal exactly when each approach wins.

JavaScript

JavaScript Generator Functions: Lazy Evaluation and Infinite Sequences Done Right

Generator functions produce values on demand instead of computing everything upfront. They enable infinite sequences, lazy pipelines, and async iteration patterns that no other JavaScript feature can match.

AWS

AWS S3 Presigned URLs: The Security Mistakes 90% of Developers Make

Presigned URLs seem simple but hide serious security traps: excessively long expiry, no bucket policy enforcement, credential exposure in logs, and SSRF vulnerability patterns.

Python

Python Dataclasses: 10 Advanced Features That Make init Obsolete

Python dataclasses do far more than generate __init__. Field metadata, post-init processing, frozen instances, __slots__ integration, and ClassVar usage that most tutorials skip entirely.

Debugging

PostgreSQL Query Planner Secrets: Make Your JOINs 10x Faster Without Indexes

The PostgreSQL query planner makes decisions most developers never question. Understanding how it thinks — and how to guide it — can make the difference between a 5-second query and a 50ms one.

System Design

Design a Production Rate Limiter: Algorithms Seniors Actually Use in Interviews and at Work

Token bucket, sliding window, fixed window — rate limiting algorithms explained with actual implementation code in Node.js and Redis, plus the distributed systems gotchas that catch everyone out.

JavaScript

JavaScript WeakMap and WeakRef: The Memory Management Primitives Nobody Teaches

WeakMap and WeakRef let objects be garbage collected even when referenced. They solve cache invalidation, DOM cleanup, and observer patterns without memory leaks. Here is how they actually work.

AWS

DynamoDB Single-Table Design: The Pattern That Scales to Billions of Items

DynamoDB single-table design feels counterintuitive at first. One table for everything, no joins, access patterns defined upfront. Once you understand it, you never go back.

Node.js

Node.js Streams Backpressure: The Memory Leak That Kills Servers at 3AM

Node.js streams with unhandled backpressure silently consume all available memory until your server crashes. Here is how to detect it, understand it, and fix it permanently.

Python

Python’s GIL Explained: Why Your Threads Aren’t Actually Parallel (And the Fix)

Python's Global Interpreter Lock prevents true thread parallelism for CPU-bound code. Here's exactly why it exists, what it protects, when it hurts you, and the three ways to bypass it.