AI made our measurement problem worse, not better.
AI accelerates whatever direction you’re pointed in, including deeper into a hole you didn’t know you were in. When the measurement is wrong, free typing makes it worse.
Articles
Eleven articles on what AI actually changes about senior engineering — the hiring funnel, the unbundling of the engineering role, and the habits that stop a team accelerating in the wrong direction.
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AI accelerates whatever direction you’re pointed in, including deeper into a hole you didn’t know you were in. When the measurement is wrong, free typing makes it worse.
Like a racing driver, I’m expert at using the tool — not at building it. Don’t call me a mechanic when all I do is sit behind the wheel and press the gas.
Fifteen minutes, three questions, reported blindly to people who aren’t really listening. We stopped doing it and replaced it with a kitchen.
An open letter to every agency with a “carefully curated bench of senior talent” — three questions I’d like answered before you send me a single CV.
Three roles, a thousand applicants, and why I’m hiring mid-level rather than senior or junior. How you choose when the funnel is beyond human reading.
Deep Thought answered 42 because nobody had understood the question. The same thing happens with an LLM on a Tuesday afternoon, and noticing is your job.
My CEO sent me a two-page technical specification he hadn’t read, titled “Yo, I have spec for you”. What happens when the people above you can build their own proofs.
I’ve written code since the ’80s and shipped Apple apps since iOS 3. I’d never get hired today — and the uncomfortable part is that the funnel isn’t wrong.
My QA fix their own bugs and my PMs ship features. The engineering role isn’t being replaced — it’s unbundling, and the pieces are landing in unexpected hands.
TDD and BDD were both trying to pin down what software should do, and both drowned in the syntax of doing it. Here’s the one that’s actually doing the work now.
6502 assembler to Swift, and why none of it matters to a hiring manager today. AI isn’t a threat to engineering — it’s the next layer of abstraction.
We take on senior engineering work — architecture reviews, AI-assisted delivery, and teams that need to ship faster than their headcount suggests.
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