Guides from the lab.

Plain-English guides on custom AI models, chatbots, model training and modern websites, written by the people who build them.

AI agents acting autonomously and creating software security risks
Latest · AI30 September 202622 min read

AI Agents Are Escaping Instructions: Learn how AI agents work, their risks, and how to control them.

AI agents are gaining autonomy and accessing real-world systems. Learn how agentic AI works, its risks, and how businesses can control AI actions.

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Bar chart of growing training data with a rising accuracy curve
AI models15 September 20269 min read

How to Train a Custom AI Model on Your Business Data

A practical, step-by-step guide to training a custom AI model on your own business data: A- Z from prepping to deployment.
Chat conversation between a customer and an AI assistant
Chatbots8 September 20268 min read

AI Chatbots for Small Business: A Practical Guide

What an AI chatbot can realistically do for a small business, how it answers from your own content, what it costs to run and how to launch one without annoying customers.
Code editor window beside a modern website layout
Websites1 September 20268 min read

Converting a Static HTML Website to PHP or WordPress

When to convert a static HTML site, how to choose between plain PHP and WordPress, and a checklist to migrate without losing search rankings.
Machine gear beside a vibration signal that starts to spike
Industry25 August 20269 min read

Predictive Maintenance with AI: A Guide for Manufacturers

How AI predictive maintenance works, what data you need from your machines, how to run a pilot and how to measure whether it is paying off.

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