SERVERLESS VS SELF-HOSTED: 2025 REAL COST ANALYSIS
Figma spends $300K daily on AWS. When does self-hosting beat serverless? Complete 2025 cost analysis with real examples, performance benchmarks, and decision framework for choosing the right approach.
AMD VS NVIDIA AI PERFORMANCE: REAL-WORLD ANALYSIS 2025
The AI revolution has fundamentally shifted GPU requirements from gaming-focused metrics to AI-specific performance indicators. While NVIDIA has dominated the AI landscape with CUDA, AMD’s aggressive pricing and innovative architectures are reshaping the competitive landscape in 2025. This comprehensive analysis examines real-world AI performance, cost efficiency, and practical deployment considerations for both architectures.
DOCKER VS PODMAN VS CONTAINERD VS NERDCTL: COMPLETE GUIDE
The container runtime landscape has evolved significantly beyond Docker’s early dominance. With licensing changes and security concerns about daemon-based architectures, Podman, Containerd, and nerdctl have emerged as compelling alternatives. Each offers unique advantages that solve different infrastructure challenges.
TRADING RISK: A COMPREHENSIVE GUIDE TO MANAGING FINANCIAL EXPOSURE
Ever wondered why some traders consistently outperform while others blow up their accounts? Here’s the thing: it’s rarely about picking winners. The difference usually comes down to how well they understand and manage risk.
ARM VS X86: THE COMPLETE 2025 CLOUD PERFORMANCE AND COST ANALYSIS GUIDE
The cloud computing landscape has undergone a dramatic transformation as ARM-based processors challenge x86’s decades-long dominance. What started with AWS Graviton has evolved into an industry-wide shift, with major cloud providers now offering ARM instances that deliver superior price-performance for many workloads.
AI AGENT SECURITY: CRITICAL ENTERPRISE RISKS AND MITIGATION STRATEGIES FOR 2025
The enterprise landscape is rapidly transforming as AI agents become integral to business operations, with Gartner research indicating that 75% of enterprises will deploy AI agents by end of 2025. However, this acceleration introduces unprecedented security challenges that traditional cybersecurity frameworks are ill-equipped to handle.
ADVANCED LORA SELF-PORTRAITS: TROUBLESHOOTING & OPTIMIZATION
This guide is a follow-up to AI Self-Portraits in 2 Hours: Stable Diffusion LoRA Guide, one of the most popular posts on this site. Here’s how to train, troubleshoot, and optimize your LoRA self-portraits for better results, with actionable steps for Google Colab, Kohya SS, FluxGym, and the latest FLUX models.
COCKROACHDB VS TIDB VS YUGABYTEDB: DISTRIBUTED SQL SHOWDOWN
A comprehensive comparison of leading distributed SQL databases examining architecture, performance benchmarks, and real-world use cases for modern applications.
RUST IN PRODUCTION: PERFORMANCE VS DEVELOPMENT COST
Rust has moved beyond the experimental phase into serious production deployments across major tech companies.
AMD 9070 XT VS NVIDIA RTX 4070/5070: ULTIMATE GPU COMPARISON 2025
An in-depth analysis of the AMD 9070 XT, NVIDIA RTX 4070, and RTX 5070, examining performance across gaming and productivity tasks to help buyers make informed decisions.