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Practical guides on AI, automation and building software

Plain-English guides for business owners and developers: what things cost, how they work, and what we have learned building them. 81 articles and counting.

26 articles in AI & Chatbots

Comparison
AI & Chatbots

Open-Weight LLMs vs API Models: Which Should Your Business Use?

Running your own model sounds cheaper and more private. Sometimes it is. Often it is neither.

Guide
AI & Chatbots

How to Estimate and Cut Your LLM API Bill

Most AI bills are dominated by one thing nobody looked at. Here is how to find it and what to do about it.

AI & Chatbots

AI Coding Assistants: What They Actually Change for a Development Team

They are good at some things and confidently wrong at others. Knowing which is the whole skill.

AI & Chatbots

What Is MCP? The Model Context Protocol, Explained for Business

MCP is the USB-C of AI integrations. One standard instead of a custom connector for every tool.

AI & Chatbots

AI for Customer Support: A Practical Guide

A practical guide to AI in customer support: what to automate first, how to keep answers safe, and the numbers that prove it works.

AI & Chatbots

What Is Prompt Engineering? A Business Guide

A plain guide to prompt engineering for business leaders: what it is, why it matters for AI results, and how to do it well.

AI & Chatbots

AI Document Processing: Automate Data Extraction

How AI document processing pulls clean data from invoices, forms, and contracts, where it beats plain OCR, and how to roll it out safely.

AI & Chatbots

How Much Does an AI Chatbot Cost in 2026?

A clear, honest guide to AI chatbot costs in 2026, from platform plans to custom builds, plus the ongoing costs most buyers forget.

AI & Chatbots

AI Agents for Business, Explained

What an AI agent really is, how it differs from a chatbot, where it helps a business, and how to start small and stay safe.

AI & Chatbots

What Is a Vector Database and Why It Matters for AI

A plain guide to vector databases, embeddings, similarity search, and HNSW indexes, with when you need one and which options to pick.

AI & Chatbots

Production RAG Architecture: A Reference Guide for 2026

A deep, practical reference architecture for production retrieval augmented generation: ingestion, chunking, hybrid search, reranking, evaluation, guardrails, and cost control, with the numbers that matter.

AI & Chatbots

The Best AI Tools for Small Business in 2026 (and the Starter Stack That Actually Works)

The best AI tools for small business in 2026 — but instead of an overwhelming list of 18, here is a prioritised starter stack by business type, when to build custom AI instead, the hidden costs, and a 30/60/90-day rollout plan.