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Peter van Onselen: Staff Engineering & AI

A staff engineer figuring out AI-assisted development in public.

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Latest posts

How I Ran My Job Search Like an Engineering Project

Don’t Panic…

Money for Nothing

When feedback arrives late, noisy, or wearing the wrong sign.

The Machine Had Been Keeping a Diary

Burn the land and boil the sea; the skills, I hope, come with me.

Encode It, Don’t Remember It

Panic! at the SWC Compiler: cannot add pure comment to zero position.

The more an AI can break, the less you let it do.

Notes from a production incident.

Doesn’t Look Like Anything to Me

What happens when you point five 3D generation models at the same concept image.

I Didn’t Grok Superpowers

You Can’t Just Install Someone Else’s Workflow and Level Up.

The Best Part Has No AI in It

On building the plumbing between the prompts.

An Army of One Prompt

On discovering that good process survives the jump from code to plastic.

Show Your Work

On discovering that “show your work” is not the same thing as “do the work well.”

Your Scientists Were So Preoccupied

That they forgot to ask whether SSHing into an AI coding agent from a phone was a good idea.

I Built This In A Prompt Window! With A Box Of Filament!

I Vibe Coded A Model Into My House

Conscious Coverage

We don’t talk about Code coverage, no no no, we don’t talk about coverage…

The Canary in the Harness

On discovering that your favourite tool got measurably worse, that you’d been blaming yourself for it, and that the only reason you noticed at all was because another harness was sitting right next to it behaving normally.

The Grand Plugin Trap

A modest meditation on plugins, portability, and the peculiar sorrow of a workflow that cannot leave the building.

The Council Will See You Now…

You were the chosen one! You were supposed to destroy the hallucinations, not join them!

The Smell of Panic When You Context Thrash

High high hope for the code, shooting for a PR when I couldn’t even make a commit…

The Feedback That Doesn’t Care About Your Title

What doesn’t kill you makes you stronger … right?

How I Learnt to Stop Worrying and Love Agentic Katas

I don’t know how to teach this. But I think I’ve figured out how to practice it…

14 PRs, 6 Repos, 1 Button: A Tale of Tumbling Down the Rabbit Hole

True stories from the front lines of the internet…