Botmonster Tech
Build MCP servers in Python: file-reading tools, database backends, authentication, and rate limiting ready for production deployment.
AI
Hands-on guides to LLMs, agents, prompt engineering, and the AI tools Botmonster runs every day for real work, not demos.
5 open source repos that make Claude Code unstoppable
Five March 2026 repos extend Claude Code with autonomous ML, self-healing skills, GUI automation, multi-agent coordination, and Workspace access.
ControlNet for Stable Diffusion: sketch-to-image, depth control
Guide Stable Diffusion with ControlNet: use sketches, depth maps, pose skeletons, and edge maps for precise control beyond text prompts.
Production LLM hallucinations: taxonomy, evals, and RAG defenses
Reduce LLM hallucinations: failure taxonomies, Chain-of-Verification, RAG grounding, eval suites, and architectural defense layers for production.
Automating Gmail with local AI agents and Python
Build a private Gmail agent in Python using local LLMs to summarize, classify, and draft emails without cloud exposure. Gmail API and Ollama setup.
Evaluating AGENTS.md: are repository context files actually helpful?
When do repository context files like CLAUDE.md help AI agents? An analysis of documentation quality, structure, and when context files become noise.