AI

Hands-on guides to LLMs, agents, prompt engineering, and the AI tools Botmonster runs every day for real work, not demos.

Building multi-step AI agents with LangGraph

Building multi-step AI agents with LangGraph

Build production-grade AI agents with LangGraph's graph architecture. Add self-correction, memory management, and multi-agent patterns to Python apps.

High-end gaming desktop with illuminated NVIDIA GPU visible through a glass side panel, surrounded by floating holographic neural network diagrams and data streams

Run Llama 4 Scout locally: 24GB VRAM, GGUF, real speeds

Run Llama 4 Scout locally with Unsloth dynamic GGUF. Real VRAM by GPU, which quant fits 24GB, Ollama vs llama.cpp, and honest tokens per second.