#codebase
You have every right to be angry with me, Secretary Duffy, I should not have deleted the entire ATC codebase.
Nov 12: FAA adopts AI tool for managing air traffic
Nov 13: FAA grounds all US flights
November 13, 2026 at 9:59 PM
Audiosurf but for a codebase
November 15, 2026 at 12:15 PM
The correct amount of AI generated code in your codebase is 0%. Or at the very least it’s what to strive for even if others screw you over
November 14, 2026 at 10:54 PM
i’d be very interested to know what % of their current production codebase has never even once been viewed by a human
November 13, 2026 at 10:04 AM
Going after the codebase with a rock hammer.
November 12, 2026 at 8:11 PM
This isn't about the user-facing product "working well", though. This is about them not being able to fix their backend because they don't understand their own codebase anymore.

A completely different problem, in fact.
November 13, 2026 at 5:22 AM
hey it's pretty great at fucking up a codebase over a year or two, doing scams & making CSAM.

Those are all good things. Right?
November 13, 2026 at 10:39 PM
Case and point. Biggest project of my career wrapped up recently. Forced to use agents.

It took the team the exact same amount of time as without it and our codebase is the worse for it.
November 15, 2026 at 7:51 AM
no generative AI art, only 0.1% of the codebase, and only at the end to get the worse bugs?

this is not a debate, they should be considered for the award
November 10, 2026 at 10:59 AM
ten lines of code in the codebase of an entire modern game == diarrhea lettuce in burger. got it!
November 10, 2026 at 8:47 AM
Seeing a codebase grow feels good, but taking a buzzsaw to it and shrinking it an order of magnitude, using the power of KNOWING BETTER? Girl that's sex
November 11, 2026 at 3:45 PM
"AI is better at coding, claude code better than me" yeah well i don't know if you've noticed but since we put the slop machine in charge of codebase things are going worse and worse so i don't know if that's true.
November 13, 2026 at 10:55 AM
love how every big software company is staffed with developers who don't understand the codebase. i'm sure this won't have any consequences down the line
November 10, 2026 at 9:31 AM
Yknow it'd be funny if someone could reverse engineer and decompile sonic genesis on gba just to figure out what the hell is going on with it
I genuinely wonder how salvageable the codebase is
November 15, 2026 at 1:10 PM
no, because the above statement was about architectural techdebt, not some localized codebase techdebt

"AI" is jackshit useless there
November 13, 2026 at 7:52 PM
Like, how could anyone even dream of competing with them when Office has full access to the Windows codebase. It's why Office is less shit on Mac, because they're actually forced to compete there
November 12, 2026 at 10:20 PM
honest to god i’d happily get claude to boil the atlantic away before i’d dare go spelunking in the unity codebase
what a complete and utter engineering failure on unity's part holy fucking shit
November 10, 2026 at 8:05 AM
It took claude digging into the bluesky-social/atproto codebase to figure out wtf was going on and why I wasn't able to interact properly with this account unless I was following them.

This obviously isn't how moderation systems should work on the atmosphere.
November 13, 2026 at 3:49 AM
VS be like: "Would you like to send your entire codebase to us so we can train AI on it and pay $20 to fix this typo?"
November 10, 2026 at 4:03 PM
big difference between securing a key and securing an entire codebase!
November 11, 2026 at 3:31 AM
Humble Bundle's redesign isn't bad because they used AI, it's bad because they did a bad job with it. Building a list of needed functionality from an existing codebase and making sure they didn't miss anything is something AI is good at if you bother to do it.
November 12, 2026 at 2:38 PM
AI usage generates a fragile codebase
View Article | Discussion + AI Summary

Summary of HN discussion 🧵👇
AI usage generates a fragile codebase
evanxmerz.com
November 11, 2026 at 4:00 AM
Theyre not the first public company to lose control of their codebase but this is going to be the most famous teachable example for a long time.
November 13, 2026 at 5:57 AM
Do you think they said "Chat-GPT, update the codebase" the same way Humble Bundle did their website?
November 13, 2026 at 4:26 AM
Also just bc some misinterpreted I am saying it is very unlikely that there isn’t AI in the GTA 6 codebase as well as many other games big or small.
November 10, 2026 at 5:16 PM