AI

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

LLM security: 7-stage defense pipeline against prompt injection

Defend LLM apps with input sanitization, output filtering, structured generation, and system prompt isolation to prevent injection and data leaks.

Train a custom text-to-speech voice with Coqui TTS from 5 minutes of audio. Clone your voice or create synthetic voices offline on consumer hardware.

Build MCP servers in Python: file-reading tools, database backends, authentication, and rate limiting ready for production deployment.

Five March 2026 repos extend Claude Code with autonomous ML, self-healing skills, GUI automation, multi-agent coordination, and Workspace access.

Guide Stable Diffusion with ControlNet: use sketches, depth maps, pose skeletons, and edge maps for precise control beyond text prompts.

Reduce LLM hallucinations: failure taxonomies, Chain-of-Verification, RAG grounding, eval suites, and architectural defense layers for production.