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SpaceXAI engineer Lingxi Li, Lingxi Li, runs code cleanup while everyone else is asleep. Nobody is shipping at 3 AM, so conflicts are rare and the changes are low risk. His bots start a research agent that sweeps the monorepo for quality issues, poor modularization, comment bloat and security... show more

tetsuo

241,178 subscribers

1,002,200 Aufrufe • vor 14 Tagen •via X (Twitter)

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22 Kommentare

Profilbild von Arthur MacWaters

Arthur MacWatersvor 14 Tagen

@lingxi @lingxi is the goat, great guy also

Profilbild von Mike Melgarejo

Mike Melgarejovor 14 Tagen

@lingxi a special mind

Profilbild von tetsuo

tetsuovor 14 Tagen

@lingxi Facts.

Profilbild von Merdog

Merdogvor 14 Tagen

@lingxi So dis bro is da one shipping in the middle of my grinds Bahahha

Profilbild von John Bai

John Baivor 14 Tagen

@lingxi bro is agi

Profilbild von arclight industries

arclight industriesvor 14 Tagen

@lingxi Real G's move in silence

Profilbild von Evan Bacon 🥓

Evan Bacon 🥓vor 14 Tagen

@lingxi Lingxi is an absolute pro 💪

Profilbild von decipherx

decipherxvor 14 Tagen

@lingxi give every overnight cleanup a kill switch. if tests miss a behavior change, the first engineer online should be able to revert the whole batch before reading the summary

Profilbild von Devin Soto

Devin Sotovor 14 Tagen

@lingxi This is actually the best way to ship

Profilbild von why

whyvor 14 Tagen

@lingxi The low-conflict window is interesting, but the real unlock is having the agent surface small, reviewable changes instead of opening one giant cleanup PR.

Profilbild von Vito

Vitovor 14 Tagen

@elonmusk @lingxi That guy is brilliant

Profilbild von K ι T-7Y Wolf❤️🫶❤️

K ι T-7Y Wolf❤️🫶❤️vor 14 Tagen

@lingxi 3am club 😎🫡

Profilbild von Alek

Alekvor 14 Tagen

@lingxi 3 AM merges with zero conflicts?

Profilbild von Aditya Kumar

Aditya Kumarvor 14 Tagen

@lingxi oh wow, we used to do that at @Meta and nobody even noticed. Like upgraded C++ version of a very large codebase with only a handful of people. But AI does it and suddenly it is cool!

Profilbild von The Retarded Elon

The Retarded Elonvor 14 Tagen

@lingxi they talked about peadpod too :)

Profilbild von Eternities AI

Eternities AIvor 14 Tagen

@lingxi 3am is cheap because conflict rate drops, not because judgment does. overnight cleanup only works if the bot can fail closed and leave a receipt a morning human can reject without archaeology.

Profilbild von Tree Lake Rain 🌲🦆🌦️

Tree Lake Rain 🌲🦆🌦️vor 14 Tagen

@lingxi

Profilbild von Hey Its Burt

Hey Its Burtvor 14 Tagen

@lingxi Facts: When you work with a lot of people, sometimes find times when you can work off-hours from everybody else. Or have the bots work when nobody else is working and coordinate with the other bots who happen to be working.

Profilbild von Sam Liu

Sam Liuvor 14 Tagen

@lingxi Overnight agents are compelling because they turn idle hours into a durable inbox, not because they merge unattended. In @puffoai, agents can work in parallel, leave results in shared threads, and hand consequential changes back to humans for review.

Profilbild von Daniel Silva

Daniel Silvavor 14 Tagen

@lingxi Ohh

Profilbild von Mar Jo

Mar Jovor 14 Tagen

@elonmusk @lingxi 👏👏👏👏👏

Profilbild von Daniel Silva

Daniel Silvavor 14 Tagen

@lingxi Great 👍🏻 follow me

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