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Never apologise, never explain

Right? But argh, it’s so hard when there are so many articles out there like this one, and so many people I know really HATE AI, and sometimes it feels like I’m joining forces with the devil…

So I’m going to try and keep all the apologising and explaining limited to this one post, which I’ll link back to from everything else, and then I can move on.

I’ve started to explore the use of agentic generative AI* to build software.

I was resistant at first, and I’m still not a cheerleader. But, though I have plenty of reservations, I’m not going to lay all the problems of the world at large and our industry in particular at the feet of AI.

The AI Tennis Match Spectator

It’s felt a bit like being at a tennis match this year, watching from the sidelines as people I know and respect either love or hate or (like me) wonder-what-the-hell-about the use of AI in software development.

But love it or hate it, one thing that’s hard is to avoid it. So I’ve joined forces with the devil started playing with it.

I’m not just playing with it, I’m reading about it, I’m researching how to make best use of it, and I’m putting together some workshops (a 2-day workshop for Trifork in Amsterdam, and a one-day workshop at SAG in Berlin, both in Nov) to help others make sense of it too.

Teaching is the highest level of learning

I find that teaching is the highest level of learning, and some of my best teaching is informed by “I can still remember what it was like to learn this, and what mistakes I made.” And I love to learn, and I get even more excited about learning when I know it’ll lead to teaching.

I’m going to document my journey here on Queen of Questions as much as possible**, and aim to share what I’ve learnt along the way.

There are two aspects of this journey - the philosophical and the practical. I’ve been wondering whether I should focus on one aspect or the other, or both at once, or what. I’ve decided I’ll swing between them from post to post. The practical side will likely get more attention than the philosophical, but who knows. This is where that joint-honours degree in Maths and Philosophy I got all those years ago finally comes in handy (or not: I doubt I’ll be quoting Kant’s Critique of Pure Reason any time soon).

So, watch this space! And treat yourself to two days in Amsterdam or a day in Berlin, by signing yourself up for one of my workshops (more info below). Or register an interest in online or in-person trainings. Or contact me if you’d like me to host some training for you and your colleagues.

Agentic Generative LLM AI Mutterings

* Names are hard. What to call it? Agentic AI? Generative AI? Agentic generative AI? All these things mean slightly different things to different people. Agentic because the tools now behave as agents that can act on our behalf. Generative because the tools generate new stuff for us. AI because it’s artificial and it seems intelligent. I’m particularly wary of “AI” because it’s such a vague all-encompassing term and it’s fundamentally inaccurate - they’re not really independently intelligent. So a lot of the time I’m just going to talk about “LLMs” (Large Language Models) because fundamentally, those are the tools I’ll be working with.

** aka: I’m going to make grand promises to myself to write x posts per month, and then settle into something more realistic.

Come on this journey with me

I plan to keep writing about this. I’ve already got a raft of draft posts in pocket. I love to learn, and I love to teach (and I’m really bloody good at it). I use teaching as a way of deepening my own knowledge and pushing me to learn things more effectively.

If you want to know more, you can do the following:

• Read some advice on getting started with LLM-augmented coding​
• ​Subscribe to this newsletter​
• Sign up for a workshop in building robust maintainable software using genAI:
  • 25th Nov 2025: A one-day workshop at Software Architecture Gathering in Berlin
• Keep an eye on my socials (LinkedIn, BlueSky, Mastodon)
  • …and my events page…
  • …for new workshops and training sessions
• ​Read the testimonials​
  • …about the above workshops and others

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