AI

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

CLAUDE.md productivity stack: skills, Git worktrees, and hooks for parallel development

CLAUDE.md productivity stack: skills, Git worktrees, and hooks for parallel development

Build a Claude Code productivity stack with CLAUDE.md, custom skills, git worktrees, and hooks for deterministic behavior and parallel sessions.

Code interpreter with Ollama and Docker: unlimited, private

Code interpreter with Ollama and Docker: unlimited, private

Pair Ollama with Docker to run LLM-generated Python locally. A private, sandboxed ChatGPT Code Interpreter alternative with zero cloud calls.

Agentic RAG with LangGraph: 25% better accuracy, fewer calls

Agentic RAG with LangGraph: 25% better accuracy, fewer calls

Agentic RAG lets LLMs autonomously decide when to retrieve, which sources to query, and validate results. Build pipelines with LangGraph and Ollama.

Claude Code is built entirely on MCP - what the source leak revealed

Claude Code is built entirely on MCP - what the source leak revealed

Claude Code runs 40+ permission-gated MCP tools. A 2026 source leak revealed file reads, bash execution, and Computer Use are discrete MCP calls.

Run vision models locally: Florence-2 and Qwen-VL for image analysis

Run vision models locally: Florence-2 and Qwen-VL for image analysis

Run Florence-2 and Qwen2-VL locally on an 8GB NVIDIA GPU for OCR, object detection, image captioning, and visual QA, fully offline.

The Claude Code source leak: what 512,000 lines of TypeScript revealed about AI agent architecture

The Claude Code source leak: what 512,000 lines of TypeScript revealed about AI agent architecture

Claude Code source leak revealed: KAIROS daemon mode, anti-distillation defenses, and a five-stage context cascade from 512K lines of TypeScript.