Automating Myself Out of a Job (Again): Introducing o11y-analysis-tools

There’s a lot of anxiety right now about AI taking jobs. But SREs have been automating themselves out of their own jobs for decades — the reward for good work, inevitably, is yet more work. My latest example: Over my career, I’ve personally performed a few thousand code reviews of PromQL (neé Borgmon). Any issues I catch can be distilled down into a handful of categories, none of which I consider exotic. ...

July 29, 2026 · 1 min · Conall O'Brien

Coding Interview Pattern Drill

LeetCode-style interview prep has a hidden assumption baked in: that for any unfamiliar problem, you can quickly spot which algorithmic pattern applies — even though most problems admit more than one valid approach. Grinding through exercises doesn’t really train that skill on its own. So I built a small tool to practice it directly: it pulls problems from LeetCode, then quizzes you multiple-choice style on which pattern fits before you ever write code. ...

July 15, 2026 · 1 min · Conall O'Brien