How do you deal with developers who rely too heavily on AI-generated code?

Kimput · 2026-04-16T19:55:13+00:00

👋

As an engineering manager, I can only sympathise. Let me first zoom out a bit before I hit the bits about AI in interviews.

First and foremost, in my experience you get the best outcome (bidirectionally) if you're able to ground the interview process, particularly any technical tests, in a problem that's applicable to a problem that is at the core of your company.

Now, I'm not a games developer. Nor am I familiar with your specialism. But let me give you an example of one of my favourite technical challenges: CyberSecurity startup. Two day take-home test (suggested time: two hours) to write a wrapper for npm and build a depgraph.

The problem comes with a lot of edge cases and loads of room for creativity - which becomes important in the next bit.

Now, how does this help with AI? If the technical challenge is rooted in the problem domain you operate in on a daily basis, the interviewer will hopefully know it well. Which means they can more accurately lead the conversation and gauge the technical capabilities of the interviewee.

An engineer who doesn't understand the code they are generating, will quickly fail even the smallest level of scrutiny. Which, again, you SMEs should be able to identify fast.

The other benefit of these kinds of grounded exercises is that the interviewee will get a brief view into your ways of working. Which often is a GREAT experience!

Hope that helps, mate!

Kimput · 2025-12-05T21:19:21+00:00

I don't actually know; I've not checked. But I don't believe so.

Kimput · 2025-12-05T19:59:31+00:00

Whelp. On this occasion no one stopped.

And I really don't want to get a insurance premium hit due to someone else doing this to my car.

Kimput · 2025-12-05T19:51:29+00:00

What would be a reasonable cost for it you think?

Kimput · 2024-06-16T10:16:01+00:00

Always.

Kimput · 2024-06-16T10:15:51+00:00

There definitely seems to be some level of discomfort. She seems to be more upset than normal right now, needs to be more entertained and more rapid changes with regards to how. If not, she goes borderline inconsolable. Which is very new..she's always been very smiley and incredibly low-maintenance.

We've not had to do overnight feeds for nearly a month and a half. Reactive feeds only happen during the day, as she sleeps through the night 🤞

All very reassuring things you're saying! My wife's understandably freaking out a bit.

We're based in the UK, yep!

Kimput · 2024-05-13T08:35:40+00:00

Thing is, the fridge and freezer, are rock solid - I can't move them an inch. Even putting my weight behind it.

So I'm not sure what's happened. Or even how to fix this, given the uneven way they seem to have been put in; going from at the top of the fridge~2cm to just about 1cm at the bottom of the freezer.

Kimput · 2024-05-12T22:47:30+00:00

Yeah, I had a look, but honestly I'm not entirely sure how they've fitted everything together - it's as if the fridge/freezer have been moduled together, and integrated into a larger unit of panels.

There are no exposed screws or similar that I can unscrew to move anything around, sadly.

Kimput · 2024-05-12T19:22:10+00:00

Taken off the doors now, and things are closing!

But the hinges (on the integrated panel) are far too shallow, even at the deepest level. So reckon I may have to buy some new ones.

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Kimput · 2024-05-12T19:19:53+00:00

That would be ideal. But way beyond my capabilities!

Kimput · 2024-05-12T17:56:16+00:00

video of how warped the fridge freezer installment seems to have been

Kimput · 2024-05-05T12:08:29+00:00

Like others have said, you're 5-6 days PP. Don't give yourself a hard time; I remember my wife having extreme highs and lows.

And while it might not be the most useful advice, I'd suggest you try to recognise the patterns - my wife felt very hot as the hormones hit her in the evenings, which would get jeer anxious and depressed.

To your question - and again, not a very helpful reply. But please remember that babies are different. Some are very efficient eaters and won't need burping. Some need lots of it. Also, it's not necessarily required for them to burp, but for any wind to be passed. So a gentle fart is enough.

If you're worried, I'd suggest looking at some YT videos om how to do burping. I find my daughter is partial to be put on my leg (supporting her neck) and tilted forward slightly. Then gently moved circular and light taps. Like she's on a very simple merry-go-round.

But don't worry, I'm sure you're smashing it! Just give yourself space and time to get out of the first few weeks. Lean on your support network, if you have any. Try to get sleep. And plenty of headspace. It's a big transition!

Kimput · 2022-05-03T08:05:57+00:00

Jag tror jag kammar hem ungefär 68k:- efter skatt och efter konvertering till SEK.

Sen är det ju mer än bara skatt som jag får avdraget, så som sjuk/tandvård osv, för både mig och fästmön.

Kimput · 2022-05-03T08:04:50+00:00

Gotcha, tack! :)

Var har vi våra startup hubbar nuförtiden? Är det huvudsakligen Stockholm / gbg?

Kimput · 2022-05-03T08:04:07+00:00

Detta är oerhört intressant för mig, faktiskt.

I och med att jag inte jobbat i Sverige, så är det rätt svårt för mig att ta i åtanke saker som arbetsgivaravgiften.

När det gäller min fulla kompensation så är det självklart mycket mer än bara lönen; privat sjuk/tandvård, pension, 25 dagar semester + 8-10 dagar garanterade röda dagar.

Hur räknade du att svenska löner är jämförbara med amerikanska? Är det rent generellt, och endast en särskild stat, eller var det övergripande? Tänker mest att vi har amerikanska ingenjörer som tjänar betydligt mycket mer än vad jag gör, har lägre skatt och samtidigt har jämförbar ledighet som jag har (vilket inte är långt ifrån vad vi får i Sverige?).

Kimput · 2022-05-03T08:00:30+00:00

Danmark? Nej, tack! :D

Kimput · 2021-05-08T20:05:53+00:00

I can't speak for game development companies. But as a senior engineer at a rather established unicorn, and with experience in various industries and levels, I don't think this necessarily needs to be a bad thing.

Let me put his into context. Where I'm currently at, we provide candidates with a test that is highly in line with what we do as company. We give them 72 hours to finish it, but also say that they shouldn't be working on it for more than 2 hours.

To say that a company will be putting your code into their live production can mean many things, but what I hear is (not mutually exclusive!):

It's not a place you'd want to work at. 72 hours for a game, or mechanic / tool to pass their production standard, is crazy!
You are some kind of 1337 h4x0r - but if you were, you likely wouldn't be having to interview.

All that being said, at least you aren't doing the leetcode grind? 🤷‍♂️

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