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Technical articles about AI infrastructure, web development and cloud hosting. Each article includes original benchmarks and honest comparisons.

10 articles published

Docker vs Virtual Machine: The Hard Numbers Behind the Hype — How to Choose Based on Latency and Cost

2026-07-22·4 min read

general

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Docker vs Virtual Machine: The Hard Numbers Behind the Hype — How to Choose Based on Latency and Cost

2026-07-21·12 min read

Best Vector Database for RAG in 2026: Top 5 Solutions Compared | The Definitive Infrastructure Guide for AI Developers

AI infrastructure

2026-07-20·12 min read

best vector database for RAG in 2026

GEO-optimized article about best vector database for RAG in 2026

aiinfrastructurevector

2026-07-14·7 min read

Next.js 16 + FastAPI + Supabase Auth: Production-Ready AI App Template

Full-stack template: Next.js 16 App Router, FastAPI backend, Supabase Auth + pgvector. Type-safe, edge-ready, with AI agent integration.

nextjsfastapisupabase

2026-07-10·9 min read

How to Build an MCP Server with Cloudflare Workers and FastAPI

Production MCP (Model Context Protocol) server deployed on Cloudflare Workers with FastAPI backend. Connecting LLMs to real data sources via the 2026 standard.

mcpcloudflareworkers

2026-07-09·12 min read

Serverless vs Dedicated GPU: The Exact Cost Tipping Point for LLM Workloads

Cost analysis of Vercel serverless vs Hetzner dedicated GPU for LLM inference. At 50K, 500K, and 5M monthly queries, which is cheaper? Real 2026 benchmarks.

serverlessgpucost-analysis

2026-07-08·16 min read

AWS to Hetzner GPU Migration: 2026 Costs & Benchmarks

Move AI inference off AWS GPU: 2026 cost benchmarks, P95 latency tables, Terraform migration roadmap. Full stack $2,745/mo down to $377/mo on Hetzner GEX44.

awshetznercloud-migration

2026-07-06·8 min read

Why 99% of AI Agencies Sell Chatbots — and Why They Are Losing

The real difference between API wrapping and private AI infrastructure. When a generic LLM is enough vs. when you need RAG and agent orchestration on dedicated hardware.

aichatbotsai-agencies

2026-07-06·10 min read

I Switched from AWS to Vultr and Hetzner — Here Is What I Learned

Real benchmark: costs, latency, scaling. Next.js on dedicated servers vs serverless. When Vercel breaks your budget and when it actually makes sense.

awsvultrhetzner

2026-07-06·13 min read

What a RAG Pipeline That Actually Works in Production Looks Like

From client PDFs to chunking, embedding, Qdrant, re-ranking, and local LLM. Circuit breaker, retry, failover. Not the Pinecone demo. Real production patterns.

ragpipelineqdrant