Botmonster Tech
Agentic RAG lets LLMs autonomously decide when to retrieve, which sources to query, and validate results. Build pipelines with LangGraph and Ollama.
AI | page 24 of 26
Hands-on guides to LLMs, agents, prompt engineering, and the AI tools Botmonster runs every day for real work, not demos.
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.
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.
Claude Code with MCP: local agent for files, SQL, APIs
Build a local AI coding agent with Claude Code and MCP servers. Read files, query databases, and run commands through standard tool interfaces.
Clone your voice with Coqui TTS: 5 minutes to custom speech
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.