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TH Troy Hunt Troy Hunt Security researcher and consultant based on Australia's Gold Coast.

“How much time should you spend reviewing the code? If we put this in the context of treating the AI as a team member, when I had people reporting to me, how much time would I spend looking at their stuff? The answer is it depends. It depends on the experience of the individual, on their proven track record, and on the potential impact of screwing up the code.”

Troy Hunt's Weekly Update Podcast · Software Engineering & Infra · November 2026

“How much time should you spend reviewing the code? If we put this in the context of treating the AI as a team member, when I had people reporting to me, how much time would I spend looking at their stuff? The answer is it depends. It depends on the experience of the individual, on their proven track record, and on the potential impact of screwing up the code.” — Troy Hunt, Troy Hunt's Weekly Update Podcast

Context

Troy was answering a cybersecurity professor who was alarmed that he prompts an agent and barely looks at the code it writes. He argues review depth should scale with trust and with how bad a mistake would be, just as with a human team member.

Transcript

Troy Hunt's Weekly Update Podcast Around 00:00 into the episode
Troy Hunt

Good morning. Rushing into place as usual. Wouldn't be a weekly view unless I wasn't rushing in some way or another. Yeah, that's sort of been the theme of the week. My office is still in disarray. My office is still built into the disarray. My office is still built in. So everything came out of the wardrobe in order for the wardrobe to get upgraded along with everything else in this room. And everything is still covered in dust. I feel like I could pick a single thing up on my desk and dust absolutely everywhere. Anyway, that's fine. How about Binance? I shouldn't laugh. That's serious. I'd seen little bits and pieces of this in the press over the week. And then this morning I was doing some press on it. Some media, one of the local radio stations, wanted to talk about, is your money safe in the bank in the era of AI? Hmm. Yes. Yes, it probably is. It's kind of interesting, every one of these discussions, because like, you know, the banks have AI as well, right? Like, you know, the bad guys obviously have AI, but the banks have AI too. And the good guys can do stuff with AI in the same way that the bad guys can do stuff with AI. And that's…

Speaker 2

It's thinking.

Troy Hunt

Look at the pen. Okay, the proposal had 40.85 kilowatts of solar generation and 99.44 kilowatt hours of battery storage. 40.85 kilowatts is the peak power output, not the daily energy that changes with the sun and weather. Okay, there we go. Call it solar price pressure, 41 kilowatts of solar…

Speaker names come from our own diarization. The position is estimated from where the line sits in the episode.

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