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Jason Liu x.com
i love that im working on a project to talk to every human on earth and at the same time reviewing the guest list for a party
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16 September
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26 August
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Their words
I'm not reviewing every pull request anymore. I haven't been reviewing them for quite some time now.
12 August
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Their words
Like that just does not seem like the ideal artifact. We should be able to store them somewhere. We should be able to have architecture diagrams that we can review and discuss that generate that code to spec.
10 August
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Their words
Part of it is just like you develop a little bit of a feeling how long something should take. So if I do a small tweak that should like change how dragging works and it takes three hours, I know something's wrong. I'll look closely. But otherwise, part of code review is simply like observing, looking how big it changes and trusting your gut.
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korrents.com
Developers today mostly plan, debate, implement and review with AI agents rather than write code themselves.Their words
Nobody writes the code anymore. Instead you're basically planning, debating, implementing and reviewing with Agents.
18 July
13 May
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Their words
In a sense, we're all turning into project managers, right? And and we can have an army of junior programmers called agents that will just spit out reams of code, but someone's got to have the big picture and review all of that. And so, increasingly our craft is going from one of writing the code to one of of reviewing the code and and building the architecture of the code and overseeing the work, if if you will.
3 May
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Their words
The bottleneck has shifted from doing the work to writing clear specs and reviewing outputs fast enough to keep the pipeline moving-the middle is hollowing out.
29 March
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Their words
So, I think that the whole workflow of like reviewing code is very outdated. Like, I don't think the I think that the senior member, instead of like giving feedback on the code, they should be giving feedback on like how you give instruction to AI to produce better.
22 March
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Their words
And not only that, but like humans were already a bit of a bottleneck in the review process. Now it can be worse because things that we fairly straightforward changes that some companies had automation around reviewing, they've removed that reviewing because if AI is involved and they're worried about the verifiability or the reliability of the code.
23 November 2025
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korrents.com
Human annotators can miss up to half of defects due to fatigue when reviewing large volumes of samples.Their words
And human annotators can miss as many as 50% of the defects due to fatigue after looking at hundreds of samples.
10 October 2025
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