Ollama vs llama.cpp: Which Local LLM Runtime Should You Use?
Ollama wraps llama.cpp into a one-command local LLM service with automatic GPU offloading. llama.cpp gives you raw GGUF control. Pick the right one for your workstation.

Ollama wraps llama.cpp into a one-command local LLM service with automatic GPU offloading. llama.cpp gives you raw GGUF control. Pick the right one for your workstation.

Rules files tell AI coding agents how your repo works. Learn what AGENTS.md, CLAUDE.md, Cursor rules, and Copilot instructions need, plus mistakes to avoid.

Quick Verdict: Cursor vs Windsurf If you need deep contextual awareness and multi-file code execution that operates like a autonomous coding agent, Windsurf takes the lead with its Cascade flow architecture. However, if you prefer precise editor control, extensive customization, and a massive community ecosystem built on top of Visual Studio Code, Cursor remains the […]

The Verdict: It’s 2026. If you are still memorizing syntax, you’re playing the game on hard mode for no reason. Vibe coding isn’t just a buzzword; it’s the equalizer that lets solo founders ship products that used to require a team of five. Let’s be real for a second. The barrier to entry for building […]