Just Talk To It – the no-bs Way of Agentic Engineering

October 16, 2025

When I very first started developing software in any serious kind of way at university in the mid-1980s, waterfall was only then starting to become a standardised practise.
Before then, particularly at the scale of architecture, there really weren’t any established practises to speak of.

We’ve since seen the Agile revolution, but it seems clear that we’re in the midst of a similar revolutionary transformation in how we develop low-scale and small-scale software products.

We’ve published a few of these accounts so far where experienced developers talk about how they are working with large language models as software engineers.

It’s fascinating to see how different engineers work with these technologies, what they are learning, how their process is iterating and evolving, and how it compares with other very experienced developers.

Are we evolving towards the one true way we should work with these models? Or do different use cases require different processes? Or do different models work better with different approaches?

None of that is clear, but it’s definitely interesting to get these sorts of inputs into our own decision-making about how we should be working with the models.