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DEVANSHU PATIL

Android developer building real-world products with Kotlin & Jetpack Compose. Exploring backend engineering, system design, and self-hosted infrastructure.

Location Pune , India Joined Joined on  Personal website https://devanshupatil.tech

Education

Computer Engineering Student

Pronouns

he/him

Work

Student & Independent Developer

JavaScript Prototypal Inheritance vs ES6 Classes: What Actually Happens Under the Hood

JavaScript Prototypal Inheritance vs ES6 Classes: What Actually Happens Under the Hood

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3 min read
Building High-Performance APIs with FastAPI: Pydantic Validation and Dependency Injection

Building High-Performance APIs with FastAPI: Pydantic Validation and Dependency Injection

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3 min read
Python Type Hints and Static Type Checking with Mypy in Production

Python Type Hints and Static Type Checking with Mypy in Production

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3 min read
Python Decorators from First Principles: Function Closures to Parametric Class Decorators

Python Decorators from First Principles: Function Closures to Parametric Class Decorators

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3 min read
Python Generators and Iterators: Memory-Efficient Processing of Huge Datasets

Python Generators and Iterators: Memory-Efficient Processing of Huge Datasets

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3 min read
Python Asynchronous Programming: Asyncio Event Loop, Coroutines, and Tasks

Python Asynchronous Programming: Asyncio Event Loop, Coroutines, and Tasks

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3 min read
SQL vs NoSQL: Making the Right Architectural Choice for Modern Applications

SQL vs NoSQL: Making the Right Architectural Choice for Modern Applications

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3 min read
Optimizing Slow MySQL Queries: EXPLAIN Analysis, Index Merging, and Query Rewriting

Optimizing Slow MySQL Queries: EXPLAIN Analysis, Index Merging, and Query Rewriting

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3 min read
MySQL Transaction Isolation Levels: Dirty Reads, Non-Repeatable Reads, and Phantom Reads

MySQL Transaction Isolation Levels: Dirty Reads, Non-Repeatable Reads, and Phantom Reads

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3 min read
MySQL InnoDB Storage Engine Deep Dive: B+ Trees, Clustered Indexes, and Buffer Pools

MySQL InnoDB Storage Engine Deep Dive: B+ Trees, Clustered Indexes, and Buffer Pools

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3 min read
Mastering PostgreSQL Transactions: Isolation Levels, Phantom Reads, and Serialization Anomalies

Mastering PostgreSQL Transactions: Isolation Levels, Phantom Reads, and Serialization Anomalies

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3 min read
MongoDB Indexing Strategies: ESR Rule, Explain Plans, and Performance Tuning

MongoDB Indexing Strategies: ESR Rule, Explain Plans, and Performance Tuning

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3 min read
Component Design Patterns in React: Compound Components and Render Props in Practice

Component Design Patterns in React: Compound Components and Render Props in Practice

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4 min read
Server State vs Client State in React: Why TanStack Query Changes Everything

Server State vs Client State in React: Why TanStack Query Changes Everything

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4 min read
Building Reusable Custom React Hooks: Form State, Debounce, and Intersection Observers

Building Reusable Custom React Hooks: Form State, Debounce, and Intersection Observers

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4 min read
Optimizing React Re-Renders: When to Use useMemo, useCallback, and React.memo

Optimizing React Re-Renders: When to Use useMemo, useCallback, and React.memo

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4 min read
Mastering React Concurrency: useTransition, useDeferredValue, and Non-Blocking UI Updates

Mastering React Concurrency: useTransition, useDeferredValue, and Non-Blocking UI Updates

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5 min read
Node.js Clustering and Worker Threads: Scaling CPU-Bound Tasks on Multi-Core Servers

Node.js Clustering and Worker Threads: Scaling CPU-Bound Tasks on Multi-Core Servers

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5 min read
JWT Authentication Architecture: Access Tokens, Refresh Tokens, and Secure HttpOnly Cookies

JWT Authentication Architecture: Access Tokens, Refresh Tokens, and Secure HttpOnly Cookies

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5 min read
Securing Node.js REST APIs: Rate Limiting, Helmet Headers, and CORS In-Depth

Securing Node.js REST APIs: Rate Limiting, Helmet Headers, and CORS In-Depth

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5 min read
Robust Error Handling and Async Route Wrappers in Express.js

Robust Error Handling and Async Route Wrappers in Express.js

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4 min read
Production-Grade Express.js Architecture: Layered Controller, Service, and Repository Pattern

Production-Grade Express.js Architecture: Layered Controller, Service, and Repository Pattern

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5 min read
Streaming Large Files in Node.js: Readable, Writable, and Transform Streams

Streaming Large Files in Node.js: Readable, Writable, and Transform Streams

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4 min read
The Node.js Event Loop Under the Hood: Timers, I/O Polling, and Microtasks

The Node.js Event Loop Under the Hood: Timers, I/O Polling, and Microtasks

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4 min read
Heap and Priority Queue Invariants: Implementing Min-Heap from Scratch and Top-K Elements

Heap and Priority Queue Invariants: Implementing Min-Heap from Scratch and Top-K Elements

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5 min read
Trie Data Structure: Efficient Prefix Matching and Autocomplete Implementation

Trie Data Structure: Efficient Prefix Matching and Autocomplete Implementation

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5 min read
Dynamic Programming Demystified: From Memoization to Tabulation and Space Optimization

Dynamic Programming Demystified: From Memoization to Tabulation and Space Optimization

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5 min read
Union-Find (Disjoint Set Union): Path Compression and Union by Rank Explained

Union-Find (Disjoint Set Union): Path Compression and Union by Rank Explained

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4 min read
Topological Sort: Kahn Algorithm vs Post-Order DFS for Dependency Resolution

Topological Sort: Kahn Algorithm vs Post-Order DFS for Dependency Resolution

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4 min read
Graph Traversal Patterns: BFS vs DFS with Cycle Detection in Directed and Undirected Graphs

Graph Traversal Patterns: BFS vs DFS with Cycle Detection in Directed and Undirected Graphs

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4 min read
Binary Search Beyond Arrays: Searching on the Answer Space

Binary Search Beyond Arrays: Searching on the Answer Space

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4 min read
Mastering Monotonic Stacks: Next Greater Element and Histogram Problems

Mastering Monotonic Stacks: Next Greater Element and Histogram Problems

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4 min read
Two Pointers in Practice: Opposite Direction vs Fast and Slow Pointers

Two Pointers in Practice: Opposite Direction vs Fast and Slow Pointers

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4 min read
The Sliding Window Technique: Solving Subarray and Substring Problems in O(N)

The Sliding Window Technique: Solving Subarray and Substring Problems in O(N)

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4 min read
Java Collections Deep Dive: HashMap Internal Working and Collision Resolution

Java Collections Deep Dive: HashMap Internal Working and Collision Resolution

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5 min read
Effective Exception Handling in Java: Checked vs Unchecked and Custom Error Hierarchies

Effective Exception Handling in Java: Checked vs Unchecked and Custom Error Hierarchies

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4 min read
Understanding the Java Memory Model: Volatile, Happening-Before, and CPU Caching

Understanding the Java Memory Model: Volatile, Happening-Before, and CPU Caching

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5 min read
Java 8 Streams vs Traditional Loops: Performance, Readability, and Lazy Evaluation

Java 8 Streams vs Traditional Loops: Performance, Readability, and Lazy Evaluation

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4 min read
Pattern Matching in Java 21: Switch Expressions, Record Patterns, and Guard Clauses

Pattern Matching in Java 21: Switch Expressions, Record Patterns, and Guard Clauses

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4 min read
Java Records and Sealed Classes: Designing Type-Safe Domain Models

Java Records and Sealed Classes: Designing Type-Safe Domain Models

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4 min read
The 5 System Design Tradeoffs Every Backend Engineer Must Navigate

The 5 System Design Tradeoffs Every Backend Engineer Must Navigate

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3 min read
Defensive Coding: Writing Invariants, Preconditions, and Result Types That Never Panic

Defensive Coding: Writing Invariants, Preconditions, and Result Types That Never Panic

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2 min read
Mastering Git Internals: Blobs, Trees, Commits, and Resolving Ugly Merge Conflicts

Mastering Git Internals: Blobs, Trees, Commits, and Resolving Ugly Merge Conflicts

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2 min read
Cache Invalidation Strategies: Write-Through, Write-Behind, and Cache-Aside Explained

Cache Invalidation Strategies: Write-Through, Write-Behind, and Cache-Aside Explained

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2 min read
Understanding Linux File Descriptors, Epoll, and Non-Blocking I/O

Understanding Linux File Descriptors, Epoll, and Non-Blocking I/O

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2 min read
Clean Architecture in Go: Structuring Domain, Use Cases, and Repositories

Clean Architecture in Go: Structuring Domain, Use Cases, and Repositories

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2 min read
WebSockets vs Server-Sent Events (SSE): Choosing the Right Real-Time Transport

WebSockets vs Server-Sent Events (SSE): Choosing the Right Real-Time Transport

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2 min read
Why Your Microservice Architecture Should Probably Be a Modular Monolith First

Why Your Microservice Architecture Should Probably Be a Modular Monolith First

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2 min read
Nginx Reverse Proxy & Load Balancing: SSL Termination, Caching, and Tuning

Nginx Reverse Proxy & Load Balancing: SSL Termination, Caching, and Tuning

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3 min read
Designing an Audit Logging System That Can Handle Millions of Writes

Designing an Audit Logging System That Can Handle Millions of Writes

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2 min read
Optimistic vs Pessimistic Locking: Handling Race Conditions in High-Contention Databases

Optimistic vs Pessimistic Locking: Handling Race Conditions in High-Contention Databases

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2 min read
Why Memory Leaks Happen in Garbage-Collected Languages: A Practical JVM & Node.js Guide

Why Memory Leaks Happen in Garbage-Collected Languages: A Practical JVM & Node.js Guide

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2 min read
The Circuit Breaker Pattern in Microservices: Protecting Downstream Dependencies

The Circuit Breaker Pattern in Microservices: Protecting Downstream Dependencies

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2 min read
PostgreSQL Row-Level Security: Multi-Tenancy Without Leaking Tenant Data

PostgreSQL Row-Level Security: Multi-Tenancy Without Leaking Tenant Data

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2 min read
Kafka Partitions and Consumer Groups: How to Prevent Head-of-Line Blocking

Kafka Partitions and Consumer Groups: How to Prevent Head-of-Line Blocking

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2 min read
Structured Logging and Distributed Tracing: Moving Beyond console.log

Structured Logging and Distributed Tracing: Moving Beyond console.log

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2 min read
Zero-Downtime Database Migrations: The Expand and Contract Pattern in Production

Zero-Downtime Database Migrations: The Expand and Contract Pattern in Production

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2 min read
Rate Limiting Architectures: Sliding Window Counter Algorithm with Redis

Rate Limiting Architectures: Sliding Window Counter Algorithm with Redis

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2 min read
Mastering Database Connection Pooling: HikariCP Tuning for High-Throughput APIs

Mastering Database Connection Pooling: HikariCP Tuning for High-Throughput APIs

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2 min read
Building Offline-First Android Apps with Room, Kotlin Flow, and WorkManager

Building Offline-First Android Apps with Room, Kotlin Flow, and WorkManager

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2 min read
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