✍️ Articles

📚 AI Assisted Coding: A Practical Guide - How AI coding tools work, from autocomplete to agentic systems like Claude Code. How to use them well and build a safety net around AI-generated code.

📚 AI Agents: What They Are and How to Build Them - A practical guide to AI agents, the frameworks available for building them, and when an agent is actually the right tool for the job.

📚 Glossary of AI Terms - A plain-English glossary of AI and LLM terminology — from RAG and embeddings to prompt engineering and hallucination.

📚 Machine Learning Models: A Practical Guide - What the main ML model types do, when to use each, and why reaching for an LLM every time is often the wrong call.

📚 Integrating AI into Your Business Without the Hype - A practical guide to using AI tools like ChatGPT and custom automations to solve real business problems.

📚 From Spreadsheets to Systems: Automating Your Repetitive Excel Tasks - How small businesses can streamline invoicing, reporting, and data entry by replacing fragile spreadsheets with smart, automated tools.

📚 What Python Can Do for Your Business (Even if You’re Not Technical) - A plain-English explainer on how Python can power custom tools, automate operations, and connect systems in the background.

📚 Breathing New Life Into Old Code: Modernising Legacy Systems - Tips and stories from the field on how to safely refactor, wrap, or rebuild outdated software.

📚 Smart, Simple AI: How Small Businesses Can Use Automation to Stay Ahead - A non-technical look at how AI-powered workflows and lightweight automations can give smaller teams a big edge.