Applied AI

Posts about applied AI, machine learning, and AI-powered product development

46 posts

Content management needs to be core technology

When content is out of date, customers get confused Content management is not typically the top item on your list of technology to build. The simple reason is that strictly speaking, you don’t need to build that technology. It’s just…

How to fix the hidden problem of team handoffs

Photo by Markus Winkler on Unsplash It’s the problem that everyone knows. A customer request gets lost between sales and support. A bug report sits in the queue because engineering never got the full context. A project deadline slips because…

Experiments with AI as a Pair Programmer

Photo by Chris Ried on Unsplash I have many ideas that I want to build. But it’s not always easy to estimate the level of effort to build. I’ve often gotten stuck halfway through an idea and struggled to create…

AI is my new code buddy

CMKit, an open source toolkit for building AI Apps with Node.js Ideas vs execution gap I have lots of ideas that I’d like to build. Some of these are easy to build (ask a friendly LLM!) and others are a…

The AI sparring partner method

Photo by TECNIC Bioprocess Solutions on Unsplash Almost half of UK citizens (47%) have now used a generative AI tool proactively, according to a 2025 Deloitte study. But here’s the thing: most people use AI like a glorified search engine.…