I run a Dungeons & Dragons game on the odd weekend, so when I sat down to put an AI feature inside a CLI, my first instinct wasn’t a chatbot. It was: could the tool run a little adventure, with an AI as the dungeon master? It turns out …
“Make it work with AI” is the request that lands on your desk with a thud and no further detail. The first time it landed on mine I braced for a treadmill of integration work: an adapter for this assistant, a wrapper for that one, one per …
Seven years ago I wrote a post called Technical CV writing is hard, pulled my own CV apart, and explained every choice in it. I even bragged that it converted to a first interview about eighty per cent of the time, then added “watch me now …
In part 1 you scaffolded a tool and gave it a hello command. It says the same thing every time, which is fine for a first command and useless for a real one. The moment a tool does anything worth doing it needs settings: an endpoint, a …
The blog you’re reading used to be a Jekyll site on GitHub Pages, built on the lovely beautiful-jekyll theme. It isn’t any more: it’s Hugo now, published to GitLab Pages. The hosting move rode along with go-tool-base leaving GitHub for …
Every time I start a new Go CLI, the first hour goes the same way, and none of it is the actual tool. Config loading. A logger. An update command. An error path that prints something a human can act on. A help system. I built go-tool-base …
Some bugs are interesting because they’re subtle. These two were interesting because they were the exact opposite… in each case the tool had a hard rule I simply didn’t know about, and its error message couldn’t be bothered to tell me what …
The genuinely dangerous moment in infrastructure-as-code isn’t the apply. It’s the gap between the plan a human read and approved, and the change that actually runs a moment later. If those two are different computations (and by default …
Once an infrastructure repo has a few concerns in it (account hardening, the security baseline, the signing stack still to come) there’s a steady pressure to split them into separate stacks with separate state, and Terragrunt is right there …
Every infrastructure repo runs the same CI: lint the OpenTofu, scan it, validate it, plan, apply. The first repo, you write that .gitlab-ci.yml by hand. The second, you copy it. By the third, you’ve got three copies of the same pipeline …
