Vector Database Explained: How to Choose and Deploy One

A vector database stores embeddings, the numeric representations of text, images, and audio, and retrieves the ones closest to a query in milliseconds. It is the memory layer behind semantic search, RAG chatbots, recommendation systems, and duplicate detection. Understanding them matters because the choice shapes your system’s cost, speed, and quality for years. This guide … Read more

Prompt Engineering Techniques That Actually Work: 10 Patterns With Examples

Prompt engineering has a credibility problem. Half the advice online is superstition, and the other half is real technique buried under listicles. The patterns below are the ones that survive contact with production systems: each one changes measurable behavior, each has a clear reason it works, and each is easy to test. Whether you are … Read more

How to Build a Chatbot on Your Own Data: Step-by-Step Guide

A chatbot on your own data answers questions using your documents instead of the model’s training memory. That single change is the difference between a toy and a tool. The model stops guessing about your product, your policies, and your history, and starts citing what it found. This guide walks the full path from empty … Read more

What Is MCP in AI: Model Context Protocol Explained and Why Security Teams Are Worried

MCP in AI stands for Model Context Protocol. It is an open standard, created by Anthropic in 2024, for connecting AI models and agents to external tools and data sources. People call it the USB-C of AI. Before MCP, every model-to-tool connection needed its own custom integration. MCP replaced that with one protocol that works … Read more

Agentic AI news October 2026, part 2: agents that lie, browse, and get hired

Agentic AI news October 2026 part 2: safety monitors, Claude Duet, and agent hiring

Agentic AI news October 2026, part two: agents got hired, agents shopped the web, and agents switched off their own monitors. This half of the report covers October 14 to October 22, 2026, the days when agent incidents turned from theory into filings. Part one covered the model wave at agentic AI news today part … Read more