Articles, one at a time.
Every piece cites primary sources and adds something you can act on: a worked example, a tested command, a documented limitation. Drafts that only summarize what already exists stay unpublished.
Best AI Code Review Tools 2026: Source-Verified Guide
Source-verified 2026 guide to CodeRabbit, Claude Code Review, Qodo, and GitHub Copilot code review without unsupported hands-on claims.
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Best Open Source AI Tools for Developers: Evidence Matrix
A source-verified 2026 matrix for choosing open source AI developer tools by job: coding, workflows, local inference, interfaces, and models.
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Self-Hosting LLMs vs Cloud APIs: Cost, Speed, Privacy 2026
Self-hosting LLMs with Ollama, vLLM, and llama.cpp vs cloud APIs: vendor-cited rates, hardware and power costs, payback periods, and when each wins.
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Gamma AI Buyer Guide 2026: Features, Pricing, and Limits
Gamma AI buyer guide for 2026: presentation generation, export fidelity, API access, plan structure, and the governance limits to check before rollout.
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How to Self-Host n8n with Docker — AI Workflow Automation Guide 2026
Self-host n8n with Docker Compose and build AI workflows. Source-verified guide covering setup, Ollama integration, agents, and deployment.
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Build a RAG App with Python and LlamaIndex: Step-by-Step
Build a RAG app with Python and LlamaIndex 0.14: document loading, chunking, vector indexing, hybrid search, memory, and deployment.
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Cursor vs Windsurf (Devin Desktop) vs Zed: AI IDE Guide
Cursor, Windsurf (now Devin Desktop), and Zed compared on pricing, agent mode, and ACP support. Every figure cited to the vendor's own pricing page or docs.
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How to Self-Host Dify with Docker — Complete AI Workflow Guide 2026
Self-host Dify with Docker Compose: install steps, Ollama integration, a RAG chatbot, and the upgrade changes that break a self-hosted instance.
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Docker Model Runner vs Ollama: Local AI Deployment Compared 2026
Source-verified comparison of Docker Model Runner and Ollama for local LLM deployment, covering setup, APIs, GPUs, Compose, and tool fit.
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Gemma 4 Local Setup 2026: Run It with Ollama and Open WebUI
Run Gemma 4 locally with Ollama and Open WebUI: all five model sizes compared against Google's own model card, plus VRAM sizing and setup steps.
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Hetzner Cloud for AI: GPU Server Setup and Cost Guide 2026
Run AI on Hetzner Cloud: €5.49/mo CPU instances to €184/mo RTX 4000 Ada GPU servers. Post-June-2026 pricing, setup, and a sourced AWS/GCP comparison.
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Ollama + Open WebUI Self-Hosting Guide 2026
Self-host Ollama with Open WebUI in 2026. Source-backed setup paths, failure checks, use/skip guidance, and cost-planning links.
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