AI-Driven Database Query Optimization: 10x Performance Improvement
Using GPT-4 to optimize slow SQL queries - reduced query time from 45s to 4s, identified missing indexes, and improved database schema
🏷️ performance
37 posts
Python Async Programming - asyncio and aiohttp in Production
Leveraging Python's asyncio and aiohttp to build high-performance async applications, handling 10K+ concurrent requests.
Building Fast Full-Text Search with Elasticsearch
Implementing a fast and relevant full-text search system using Elasticsearch, including indexing strategies, query optimization, and relevance tuning.
PostgreSQL Performance Tuning - From 500ms to 20ms Queries
Practical PostgreSQL performance tuning techniques that reduced query times from 500ms to 20ms, including indexing strategies, query optimization, and configuration tuning.
Rust Performance Optimization - From 2s to 50ms
How I optimized a Rust data processing pipeline from 2 seconds to 50 milliseconds through profiling, algorithmic improvements, and Rust-specific optimizations.
React Performance Optimization - From 3s to 300ms Load Time
Optimizing a React application's load time from 3 seconds to 300ms through code splitting, lazy loading, memoization, and bundle optimization.
Scaling Microservices to 10K RPS with Kubernetes - A Production Journey
How we scaled our microservices architecture from 500 to 10,000 requests per second using Kubernetes, including real metrics, challenges, and lessons learned.
AWS Lambda Performance Optimization - Cold Start Solutions
Optimizing AWS Lambda functions to reduce cold starts from 3 seconds to 300ms using provisioned concurrency and other techniques.
Building High-Performance Web Services with Rust
Building blazingly fast web services with Rust and Actix-web, achieving 50K+ requests per second with minimal resource usage.
Go Concurrency Patterns - Goroutines and Channels in Production
Advanced Go concurrency patterns using goroutines and channels, with real-world examples from high-throughput systems.
Redis Caching Strategies - From 500ms to 10ms Response Time
Implementing effective Redis caching strategies to reduce API response time from 500ms to 10ms, handling 10K+ requests per second.
Next.js 11 - New Features and Performance Improvements
Exploring Next.js 11's new features including improved performance, Webpack 5 support, and enhanced developer experience.
PostgreSQL JSON Performance - Optimizing JSONB Queries
Optimizing PostgreSQL JSONB queries from 2 seconds to 50ms using indexes, query planning, and schema design.
React Server Components - The Future of React
Deep dive into React Server Components, exploring the new paradigm for building faster React applications with zero-bundle-size components.
MongoDB Aggregation Pipeline: Complex Queries Made Simple
Optimized MongoDB queries with aggregation pipeline - query time 30s → 2s (93% faster), complex analytics now possible
PostgreSQL 13: Performance Improvements That Matter
Upgraded to PostgreSQL 13 - B-tree deduplication, parallel vacuum, incremental sort. Query performance improved by 40%, vacuum 2x faster
Building High-Performance Microservices with Go and gRPC
Migrated from REST to gRPC microservices in Go - latency 100ms → 5ms (95% reduction), throughput 10x higher
Building a High-Performance API Gateway with Kong
Built API gateway with Kong - rate limiting, authentication, caching. Handles 50K req/s, reduced backend load by 70%
Elasticsearch Performance Tuning: From 10s to 100ms Queries
Optimized Elasticsearch cluster - proper indexing, shard sizing, query optimization. Query time 10s → 100ms (99% improvement)
Nginx Performance Tuning: Handling 100K Concurrent Connections
Optimized Nginx for high traffic - 10K → 100K concurrent connections, latency -60%, proper caching and load balancing
Solving Prometheus High Cardinality: From 10M to 100K Series
Fixed Prometheus high cardinality issue - reduced time series from 10M to 100K (99% reduction). Query performance improved 50x
MySQL 8.0 Performance Tuning: From 1K to 10K QPS
Optimized MySQL 8.0 with new features - query performance 10x, instant DDL, invisible indexes. QPS 1K → 10K
Python 3.8: Walrus Operator and Performance Wins
Migrated to Python 3.8 - walrus operator, positional-only params, f-string debugging. Code cleaner, performance +15%
Go Performance Profiling: Using pprof to Optimize CPU and Memory
Profiling and optimizing Go applications - reducing CPU usage by 60% and memory by 70% using pprof, benchmarks, and real production examples
Docker Storage Drivers: overlay2 vs devicemapper Performance Comparison
Choosing the right Docker storage driver - comparing overlay2, devicemapper, and aufs with real-world benchmarks and production recommendations
Kubernetes Horizontal Pod Autoscaling: Handling Traffic Spikes
Implementing HPA to automatically scale microservices based on CPU, memory, and custom metrics
Docker BuildKit: Faster Builds with Better Caching
Migrating to Docker BuildKit for parallel builds, better caching, and 3x faster build times
Python 3.8 in Production: Walrus Operator and Performance Gains
Upgrading to Python 3.8 and leveraging new features like the walrus operator, positional-only parameters, and performance improvements
Building Production-Ready Vue SSR with Nuxt.js
My experience migrating a Vue SPA to server-side rendering using Nuxt.js for better SEO and performance
Vue.js Performance Optimization: From 3s to 800ms Load Time
Optimizing Vue.js application performance - code splitting, lazy loading, computed caching, and virtual scrolling
Advanced Go Concurrency Patterns: Worker Pools and Pipelines
Building robust concurrent systems in Go - worker pools, pipelines, context cancellation, and avoiding common pitfalls
Redis Caching Strategies: From 2s to 50ms Response Time
Implementing effective caching patterns with Redis to dramatically improve API performance
Python Asyncio in Production: Building High-Performance APIs
Migrating a Flask service to async Python with aiohttp, achieving 5x throughput improvement
PostgreSQL Query Optimization: From 5s to 50ms
How I optimized slow database queries using indexes, query analysis, and caching strategies
Frontend Performance Optimization: From 8s to 2s Load Time
How I reduced our web app's load time by 75% through code splitting, lazy loading, and asset optimization
Debugging a Production Java Memory Leak at 2 AM
War story: How I tracked down and fixed a memory leak in production using heap dumps and MAT.
PostgreSQL Index Optimization: From 12s to 80ms
Optimizing slow queries with proper indexing strategies - B-tree, partial indexes, and covering indexes in production