AWS Cost Optimization: Reserved Instances vs Savings Plans

Introduction

AWS cost optimization is one of the most underutilized ways to reduce infrastructure expenses. For companies running on AWS, computing …

Building Production ML Systems: MLOps Best Practices

Introduction

Machine learning in production is vastly different from notebooks and competitions. MLOps (Machine Learning Operations) encompasses the …

Cloud Security: AWS, Azure, and GCP Best Practices

Cloud Security: AWS, Azure, and GCP Best Practices

Cloud security requires understanding native security services, identity management, encryption, …

Microservices vs Monolith: Choosing the Right Architecture

Microservices vs Monolith: Choosing the Right Architecture

Choosing between microservices and monolithic architectures is a critical decision …

Building Web Services in Rust: Axum Complete Guide

Introduction

Rust is increasingly becoming the language of choice for building high-performance web services. Axum, built on Tokio, provides a minimal …

Fine-tuning Large Language Models: Cost-Effective Training

Introduction

Fine-tuning large language models on custom data can be prohibitively expensive. Using parameter-efficient techniques and optimization …

Serverless Cost Traps: Lambda, DynamoDB Bill Reduction

Introduction

Serverless is marketed as “pay-per-execution,” but many organizations experience bill shock after deploying to AWS Lambda and …

Zero Trust Architecture: Implementation Guide

Zero Trust Architecture: Implementation Guide

Zero Trust replaces implicit trust with explicit verification. This guide covers designing and …

Rust Memory Safety: Ownership Deep Dive for C++ Developers

Introduction

Rust’s ownership system is what makes it possible to guarantee memory safety at compile time. Unlike garbage collection (Python, …

API Security Beyond JWT: OAuth2, Rate Limiting, and Prevention

API Security Beyond JWT: OAuth2, Rate Limiting, and Prevention

JWT is only one piece of API security. This guide covers comprehensive API security …