AWS Bedrock vs OpenAI: A Practical Comparison
AWS Bedrock and OpenAI compared head-to-head. Cost, data privacy, latency, RAG integration, and code examples to help you make the right API decision.
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Knowledge and inspiring thoughts, solutions and new perspectives.
CI/CD for AI Systems: GitHub Actions, ECR, and GPU Deployments on AWS
Production-ready deployment pipelines for GPU-based AI systems on AWS. OIDC, ECR lifecycle policies, ECS rolling deployments with circuit breaker.
RAG Evaluation: Metrics and Testing for AI Systems
Systematic testing of RAG systems with RAGAS, DeepEval, and golden datasets. Practical Python examples for faithfulness, answer relevancy, and CI/CD integration.
Laravel Octane: 10x Performance Boost with Swoole
Setting up Laravel Octane with Swoole the right way: installation, configuration, and benchmarks. How to speed up your Laravel app by 10x.
GraphRAG: Knowledge Graphs for Better AI Answers
Learn how GraphRAG combines knowledge graphs with RAG for better answers to complex questions. Microsoft's open-source solution explained with Python examples.
LEMP Stack Tuning: Optimally Configuring Nginx, PHP-FPM, and MySQL
Practical guide to LEMP stack optimization: properly configuring Nginx worker processes, PHP-FPM pools, and MySQL InnoDB. With examples.
WordPress Performance: 10 Steps to a Lightning-Fast Website
Professional WordPress performance optimization: PHP 8.3, Redis caching, WebP images, Core Web Vitals. Practical guide for developers and admins with self-hosted WordPress.
RAG in Production: From PoC to Enterprise System
Practical lessons from building a production RAG system for a specialist publisher. Architecture decisions, multi-format processing, and cost optimization.
Model Context Protocol (MCP): The Future of Tool Integration
Understand the architecture of the Model Context Protocol and learn to build your own MCP servers. From theory to practice: how to integrate external tools into Claude and other AI systems.
Agentic RAG: The Next Evolution of Intelligent Systems
Discover how Agentic RAG enables autonomous planning, reflection, and iterative workflows. From classic RAG to intelligent agents -- the next evolution of AI applications.
AWS Lambda with Laravel: Serverless PHP in Practice
Deploy Laravel on AWS Lambda with Vapor or Bref. Optimize cold starts, set up queue workers, and apply best practices for production-ready serverless PHP applications.
Introduction to RAG and the CRAG Architecture
The fundamentals of RAG and the modular CRAG architecture. Discover how we use OpenSearch and MinIO to build an intelligent question-answering system. Perfect for getting started with Conversational AI!
Dive into RAG: Build Your Own Intelligent Question-Answering System!
Build your own RAG system from scratch! Learn in this blog series how to create an intelligent AI assistant with OpenSearch, MinIO, and FastAPI that accurately answers questions about your specific documents. Includes data pipeline, backend development, and AWS deployment with CI/CD.
Software Engineering at a Turning Point: Will AI Become Our Best Colleague?
How artificial intelligence is transforming software engineering. Find out whether developers will be replaced by AI or gain a valuable colleague. Read now and seize the opportunities!
UTM Tags Explained: How to Optimize Your Traffic Analysis (2025)
What are UTM tags? Learn how they improve your web analytics – with simple explanations of utm_source, utm_campaign & more.
A PHP Package for Packaging Repositories for AI Applications
In today's era of Artificial Intelligence (AI), efficient processing of code repositories is essential, especially for Large Language Models (LLMs).
TodoOrDie: The Best and Worst Idea I Ever Had
I built TodoOrDie because I had enough of my own nonsense
How to Reset Your SSH Key on an AWS EC2 Instance
Frustrating when you lose your SSH key...
Navigating the Waters of Technological Unemployment
Technological unemployment: Solutions and the impact of technology
DeepSeek-R1: Open-Source AI Challenges Industry Giants
DeepSeek-R1: Open-source AI challenges industry giants and revolutionizes AI development
What Silicon Valley Won't Tell You About AI Coding Assistants
The hidden risks and opportunities of AI assistance in software development
5 Symptoms in PHP Projects – And Why Quality Standards Matter!
Common problems in PHP projects and why quality standards are crucial
What Could Cause High CPU Usage of the MySQL Service on an Ubuntu LEMP Stack and What to Do First?
First steps for optimizing a LEMP stack with high MySQL CPU usage
What Is Git Stash?
Introduction to git stash and how it helps you save temporary changes
How to Disable Autostart for All Containers in Docker?
How to disable autostart for all containers in Docker?
Laravel Performance and Scalability: Why It's a Smart Choice for High-Traffic Projects
Scaling with confidence: Laravel's performance and scalability features
Why Laravel Is the Perfect Choice for Your Next Project
Laravel: A versatile PHP framework for successful web development projects.