How AI turns rule-based automation into intelligent automation — systems that handle unstructured data and variable workflows, not just scripted, repetitive tasks.
Introduces NLP, the AI discipline that lets machines read, interpret, and generate human language. Covers the processing pipeline, the NLU/NLG split, common applications, the arc from rules to transformers, and NLP’s role as the intent engine for agentic AI.
A guide to Oh My Claude Code (OMC), a plugin that turns the Claude Code terminal into a multi-agent orchestration system with specialized agents, five execution modes, and model routing.
A practical guide to ten open-weight LLMs for local deployment — compared on VRAM, licensing, and specialization to help you match a model to your hardware.
A reference architecture for a self-hosted, multi-tenant platform that gives every user a private agentic chatbot with permission-scoped document retrieval.