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There is more to code review than (automatable) detection

https://www.adaptivecapacitylabs.com/2026/08/24/there-is-more-to-code-review-than-automatable-detection/
17•utiiiD•1d ago

Comments

abstractspoon•18h ago
I think this applies to the writing of code as well
LunicLynx•42m ago
Unfortunately this often represents the only feedback given by the people in those „higher“ positions.

„The indent is wrong here“

„Comments should end with a period“

Because this kind of feedback is and was always easy.

parpfish•35m ago
If you get feedback like that, it’s time for your team to get automated linting/formatting
n4r9•38m ago
There's been a lot of talk about the purpose of code review recently. It makes sense in the face of AI. Heres a link that was submitted a little while ago: https://mathstodon.xyz/@mjd/115096720350507897

And in response I wrote a non-exhaustive checklist of things that a code review can look for:

- Does it functionally achieve what it sets out to (as per tacker issue or PR description)?

- Does it have extraneous code? Leftover debug prints, private API keys etc...

- Does it have any obvious defects? Memory leaks, un-handled edge cases, security flaws, obsolete API calls, etc...

- Could it be more understandable? Add/remove abstractions, better variable/method names, more/less functional etc...

- Is the style consistent with the codebase and/or style guidelines?

- Are there obvious performance improvements? Hashset instead of list, lazy evaluations, etc...

- Is it sufficiently well tested?

I think LLMs are okay at most of these, and worst at the first.

anarazel•17m ago
- Do we want this? Cost/Benefit etc

- Is the change architecturally right?

Particularly the latter LLMs seem still pretty useless at.

aeonik•3m ago
Missing my biggest issues as you ask the agents to do larger tasks with less up front planning.

Is there already a pattern or code on in in the existing codebase that handles this functionality,

Do we really need net new code to achieve this functionality?

Can existing code be extended or abstracted to more cleanly implement this feature or functionality.

bengold14•37m ago
I couldn’t agree more. Code review is integral to engineering, to sharing system understanding, to building sustainable systems.

Something is missing in the new ai bot review paradigm we’ve all sleepwalked into.

I’ve been building Archme.io for this reason. PR reviews for the age of AI

hazard•26m ago
Pangram check on the article: 94% of this text is AI

When did Google get so weird?

https://sancho.bearblog.dev/google-weird/
411•sancho-panza•2h ago•200 comments

Ember-1

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268•gmays•4h ago•149 comments

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24•dima55•1h ago•5 comments

Alan Kay's answer to “Did the ENIAC have a BIOS”?

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109•safaelmali•3h ago•46 comments

The state of SIMD in Rust in 2026

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57•verdagon•2d ago•16 comments

There is more to code review than (automatable) detection

https://www.adaptivecapacitylabs.com/2026/08/24/there-is-more-to-code-review-than-automatable-det...
18•utiiiD•1d ago•8 comments

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40•AareyBaba•1d ago•8 comments

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224•pxx•6h ago•90 comments

Faster prompt lookup drafting in llama.cpp

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Video CDs Break Windows Explorer

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72•ClydeN•1d ago•28 comments

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330•jandeboevrie•7h ago•293 comments

KICKI: a DECsystem1060

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Improving site performance by shipping more CSS

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PipePipe: NewPipe hard fork implementing SponsorBlock

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