Articles, one at a time.
Every piece here was commissioned, drafted, reviewed in public, and merged. No content mills, no auto-published slop.
Surfer SEO Review 2026: AI Content Optimization From Audit to First Page
Honest Surfer SEO review after hands-on testing. Covers Content Editor, AI Writer, SERP Analyzer, Topical Map, pricing plans, step-by-step tutorial, and comparison with Clearscope, Frase, and MarketMuse.
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Build Your First AI Agent with LangGraph — Step-by-Step Python Tutorial (2026)
Build a working AI research agent with LangGraph and Python. Step-by-step tutorial covering state, nodes, conditional routing, memory, and deployment — with complete, runnable code.
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Build Your First Multi-Agent AI System with CrewAI + Python — Step-by-Step Tutorial (2026)
Learn how to build a multi-agent AI system with CrewAI and Python. This step-by-step tutorial covers Agents, Tasks, Crews, Tools, and Processes — with a complete content pipeline you can run today.
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Build Your First RAG App with Python + LlamaIndex — Step-by-Step Tutorial (2026)
Build a production-ready RAG application with Python and LlamaIndex. Step-by-step tutorial covering document loading, chunking, vector indexing, hybrid search, conversational memory, and deployment — with complete, runnable code.
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Cursor vs Windsurf vs Zed: The Honest AI IDE Comparison for 2026
Cursor vs Windsurf vs Zed compared with real pricing data, agent mode testing, and Claude Code integration analysis. Hands-on verdicts from a team running 14 AI agents in production.
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How to Self-Host Dify with Docker — Complete AI Workflow Guide 2026
Self-host Dify with Docker Compose and save $1,900/year vs Dify Cloud. Step-by-step guide covering installation, Ollama integration, RAG chatbots, AI workflows, and production deployment.
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Docker Model Runner vs Ollama: Local AI Deployment Compared 2026
Hands-on comparison of Docker Model Runner and Ollama for running LLMs locally in 2026. Installation, model management, performance, GPU support, IDE integrations, and a decision framework to pick the right tool.
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Free AI Coding Tools 2026: Build a Complete $0/Month Stack That Actually Works
Compare every free AI coding tool in 2026 — Gemini Code Assist, GitHub Copilot Free, Windsurf, and Ollama. Build a $0/month stack that rivals paid options.
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Gemma 4 Local Setup Guide 2026 — Run Google's Best Open Model with Ollama + Open WebUI
Complete guide to running Gemma 4 locally with Ollama and Open WebUI in 2026. All 4 model sizes compared (E2B, E4B, 26B MoE, 31B Dense), hardware requirements, step-by-step setup, and Hetzner GPU deployment for larger models.
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Hetzner Cloud for AI Projects — Complete GPU Server Setup & Cost Breakdown 2026
Set up AI workloads on Hetzner Cloud in 2026. From $5/mo CPU instances to €184/mo GPU servers with RTX 4000 Ada. Full pricing, setup guide, and AWS/GCP comparison.
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Ollama + Open WebUI Self-Hosting Guide 2026 — Run Your Own AI for $0
Self-host Ollama with Open WebUI in 2026. Local Mac/Linux setup in 5 minutes, VPS deployment on Hetzner for ~$5/month, model picks, and cost analysis.
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Build Your First Multi-Agent System with OpenAI Agents SDK — Step-by-Step Python Tutorial (2026)
Learn how to build a multi-agent system with the OpenAI Agents SDK in Python. This step-by-step tutorial covers Agents, Runners, Handoffs, and Guardrails with a complete working project.
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