sofia c,

on hour 9 of fifa

[sofia c, @sophy5_f]

this was the outfit. only texting back the fun ones

[sofia c, @sophy5_f]

@Conservatives So real

[sofia c, @sophy5_f]

@DanKornas Totally agree with this

[sofia c, @sophy5_f]

@rewind02 Interesting perspective

[Yarchi @undefinedKi]

Meta just published how they mapped their entire pipeline codebase into a graph AI agents can navigate

Their agents stopped breaking things and now use 40% fewer tool calls. And the whole setup is easy to copy for your own repos.

The problem: 4,100+ files, 4 repos, 3 languages. AI agents kept breaking things because the rules lived only in people's heads.

So they ran 50+ agents in one session:

> explorers map every folder
> 11 analysts read every file
> writers turn it into context files
> 10 critics review it in 3 rounds
> fixers and testers clean up

Every analyst asks the same 5 questions about a module: what it configures, how it's changed, what breaks it, what depends on it, what's hidden in comments.

The output is 59 tiny files, 25–35 lines each. They call it "compass, not encyclopedia".

> coverage: 5% → 100%
> 40% fewer tool calls for agents
> zero hallucinated file paths

And a job re-checks everything every few weeks. In their words, stale context is worse than none.

[sofia c, @sophy5_f]

@DarkFactorr This is so true

[sofia c, @sophy5_f]

@eng_khairallah1 This is so true

[sofia c, @sophy5_f]

@Aerixi0 Love this take

[sofia c, @sophy5_f]

@kengdaica @sleepagotchi Interesting perspective

[sofia c, @sophy5_f]

@Bober_smart Well said!

[sofia c, @sophy5_f]

@0xCodila Interesting perspective

[sofia c, @sophy5_f]

@framexin This is so true

[Starlink @Starlink]

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[sofia c, @sophy5_f]

@thegreatest_sv Love this take

[sofia c, @sophy5_f]

@dwarffy_ Couldn't agree more

[sofia c, @sophy5_f]

@koshercockney Facts!

[sofia c, @sophy5_f]

@GoodwinMJ Interesting perspective

[sofia c, @sophy5_f]

@MaleehaMahmoud So real

[sofia c, @sophy5_f]

@BBCNews Totally agree with this

[sofia c, @sophy5_f]

What a time to be alive

[sofia c, @sophy5_f]

@Coinmaster100x @Americanfort_io Facts!