Botmonster Tech
Official Claude Code plugins like typescript-lsp and security-guidance, measured for context cost, plus the CLI tools that automate dev and deploys.
AI
Hands-on guides to LLMs, agents, prompt engineering, and the AI tools Botmonster runs every day for real work, not demos.
Claude Code agent teams: orchestrating multiple AI sessions on one project
Coordinate 2-16 AI sessions with Claude Code Agent Teams via shared task lists and peer messaging. How to enable it, configure it, and get results.
Run vision models locally: Florence-2 and Qwen-VL for image analysis
Run vision models locally: Florence-2 and Qwen2-VL on an 8GB NVIDIA GPU for OCR, object detection, image captioning, and visual QA, fully offline.
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.
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.
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.