Developer Tutorials

Hands-on guides covering AI agents, MCP, RAG, vector search, and prompt engineering. No fluff, just code.

Available Tutorials

Understanding Vector Similarity — Learn cosine similarity, dot product, and Euclidean distance as used in RAG and semantic search.
Understanding RAG (Retrieval-Augmented Generation) — Learn how RAG retrieves relevant chunks, builds prompt context, and helps an AI answer using external knowledge.
Understanding MCP: Model Context Protocol — Learn how MCP connects AI apps to tools and external systems without custom per-assistant integrations.
Understanding AI Agents — Learn how AI agents plan tasks, use tools, keep context, and decide the next action.
LLM Guardrails & Prompt Injection — Learn how prompt injection works and how to keep tool-connected AI systems safe.

Yep. Still building this at night.