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introducing: Auto Knowledge Gap Finding for Your Docs Your docs probably don't know what shipped, and no one remembers to keep them up to date. Every release creates the same cleanup job: search the docs, decide what is missing or stale, find the evidence, and write the update. Most...

5,439,182 views • 1 month ago •via X (Twitter)

36 Comments

Lizzie ♿️'s profile picture
Lizzie ♿️1 month ago

finally docs that dont rot

Genius💡💹🧲 🤖's profile picture
Genius💡💹🧲 🤖1 month ago

Automating the process of fixing stale internal documentation is absolute galaxy brain

Spencer Shulem's profile picture
Spencer Shulem1 month ago

Solving the good good

Aymane's profile picture
Aymane1 month ago

Great project man, I love it. Also, beautiful mustache 🥸

LEX's profile picture
LEX1 month ago

Fred Brooks named it in 1975. Documentation is a shadow of the code, always a step behind reality. The fix is not writing more. It is closing the loop between what shipped and what the docs claim shipped.

Spencer Shulem's profile picture
Spencer Shulem1 month ago

Well said

Ugur.ETH's profile picture
Ugur.ETH1 month ago

docs rotting after every release is a constant nightmare

Spencer Shulem's profile picture
Spencer Shulem1 month ago

consider me the nightmare killer

icefrog.◎'s profile picture
icefrog.◎1 month ago

docs rot is real

Lee_1909's profile picture
Lee_19091 month ago

This seems like a common problem for many teams.

Tobin Reynolds's profile picture
Tobin Reynolds1 month ago

if you had to show one video to prove x is worth it, would this be it

Hoang Nhu Lam's profile picture
Hoang Nhu Lam1 month ago

Docs drifting after every release is too real

Ariel Lillie's profile picture
Ariel Lillie1 month ago

updating docs after every release is such a tedious hunt

Hoangg's profile picture
Hoangg1 month ago

docs maintenance sucks

Ali's profile picture
Ali1 month ago

Looks neat, would love to see more updates!

Lorraine Satterfield's profile picture
Lorraine Satterfield1 month ago

needed a reminder that perfection exists, so i'm bringing this back to the tl...

ÀBDŪLLÂH's profile picture
ÀBDŪLLÂH1 month ago

this is huge, finally a tool that catches doc gaps before customers do instead of after

Hasan Shah's profile picture
Hasan Shah1 month ago

Maintaining documentation usually falls behind the moment the first pull request is merged.

Vector's profile picture
Vector1 month ago

This is such a real problem. Docs always lag behind what actually happened. Would love to see this catch things before a customer does. Hope it works with messy wikis too.

Spencer Shulem's profile picture
Spencer Shulem1 month ago

We integrate with a lot of changelog tools as well as having our own but we built a custom scraper that can work off of basically as messy of the documentation as you can imagine

Wayz's profile picture
Wayz1 month ago

ngl this is such a real pain point, the docs always end up being the last thing anyone thinks about 😅

Spencer Shulem's profile picture
Spencer Shulem1 month ago

now it can be something no one has to think about 😉

Laiq A. Qureshi's profile picture
Laiq A. Qureshi1 month ago

Eliminating doc debt automatically is huge. Game changer for dev teams!

AI Mastery Guide's profile picture
AI Mastery Guide1 month ago

Docs going stale, real pain point.

Ariel Lillie's profile picture
Ariel Lillie1 month ago

every release makes docs stale and nobody tracks what changed

ĐếVương | Lowkey's profile picture
ĐếVương | Lowkey1 month ago

this hits home, docs always play catch-up with the code 😅 nice tool, will poke around soon!

LyLy Trann's profile picture
LyLy Trann1 month ago

Nghe hay đấy, nhưng không biết nó có tự tìm được các tài liệu nội bộ của mình để cập nhật không nhỉ? 🤔

Persus Michaels 🫟's profile picture
Persus Michaels 🫟1 month ago

@PersusMichaels

Kien Trinh's profile picture
Kien Trinh1 month ago

Chắc mình cũng nên quét thử mấy tài liệu cũ của team xem có lỗ hổng nào không 😂📄

0xMahmut.BNB's profile picture
0xMahmut.BNB1 month ago

finally fixing doc rot

🚩𒆜Bͥhͣaͫwͭeͤsͯh ϻeͥђrͣaͫ𒆜🚩's profile picture
🚩𒆜Bͥhͣaͫwͭeͤsͯh ϻeͥђrͣaͫ𒆜🚩1 month ago

This solves a real pain point! 🤖📚 Keeping docs updated just got smarter. 🚀🔥

Ricci Research's profile picture
Ricci Research1 month ago

Docs rot because writing them sits outside the definition of done, not because nobody can find the gaps — teams generally know which pages are stale. The interesting bet here is that a queue of pre-approved diffs is cheap enough to clear that the incentive finally flips; the failure mode is 496 findings nobody triages, which is just a second backlog with better evidence attached.

Ariel Lillie's profile picture
Ariel Lillie1 month ago

docs get stale fast i wish releases updated them automatically

Kelvin Tran's profile picture
Kelvin Tran1 month ago

Chức năng này hay quá, tài liệu của mình cũng đang cần một công cụ như vậy đó! 📄

Kelvin Tran's profile picture
Kelvin Tran1 month ago

Chức năng này nghe hữu ích thật, chắc sẽ đỡ tốn thời gian rà soát tài liệu lắm 😊

Ricci Research's profile picture
Ricci Research1 month ago

Docs rot because writing them is unowned work that never blocks a release — the gap was always visible, just never anyone's ticket. Turning it into a queue with evidence attached is the actual product; detection was never the hard part, assignment was.

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