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i built a codebase classifier with Jev and this might be the solution to overengineered code that agents create what should I test Jev on next?

99,160 görüntüleme • 1 ay önce •via X (Twitter)

23 Yorum

vogel profil fotoğrafı
vogel1 ay önce

what should I try to build with Jev next?

Ceoz profil fotoğrafı
Ceoz1 ay önce

Ok, that is ACTUALLY a pretty interesting concept.

Michael Vessia profil fotoğrafı
Michael Vessia1 ay önce

Looks interesting, I am currently using for cyclomatic/cognitive complexity, CRAP, etc. So this might be redundant, but fallow takes about 40s on my pretty small codebase so this might be quicker, will have to compare results if you publish.

Ishwar | Infrastructure Systems profil fotoğrafı
Ishwar | Infrastructure Systems1 ay önce

Test it on a repo after 100+ agent-driven changes. The interesting question isn't whether Jev can spot bad code. It's whether it can find the complexity agents accumulate while each individual change looks reasonable.

Pythonics profil fotoğrafı
Pythonics1 ay önce

Slop scoring text & sections of text as feedback to have the model iteratively improve writing, acting as a more reliable judge.

mackle profil fotoğrafı
mackle1 ay önce

So kinda like SonarQube?

alias profil fotoğrafı
alias1 ay önce

Damn, this is exactly what I needed to understand Jev. Thank you, man. Brilliant.

Shawki Sukkar profil fotoğrafı
Shawki Sukkar1 ay önce

Computer use

nin profil fotoğrafı
nin1 ay önce

Test Jev on day trading. Perhaps, for speed's sake, use historical data but anonymize the companies and dates.

Ted Kalaw profil fotoğrafı
Ted Kalaw1 ay önce

done anything w scores? try doing a line break on blocks of text, prepending w the line number, and then asking questions that reference the line number you can make almost like gradients by line (or other block). there’s a p cool demo for this on the devsite i believe!

Krimo profil fotoğrafı
Krimo1 ay önce

Send an invite please 😢

Dominik Vít profil fotoğrafı
Dominik Vít1 ay önce

Can you make it an MCP, plug it to OpenCode and let it refactor in a loop? Would love to see the results

Lauri Jutila profil fotoğrafı
Lauri Jutila1 ay önce

Very good ideas. Thanks for sharing!

Calliope profil fotoğrafı
Calliope1 ay önce

My thing I built it with big pickle

Harith Bakhrani profil fotoğrafı
Harith Bakhrani1 ay önce

Throw it at a repo after 2 years of features. One where utils is a graveyard, the same API call exists 4 times, and half the types are any. If it can point to real duplicates and explain why they should be merged without trying to rewrite the whole thing, I’m interested.

Alek profil fotoğrafı
Alek1 ay önce

Ryan - test it on a legacy repo next?

Ofek Shaked | AI Engineer profil fotoğrafı
Ofek Shaked | AI Engineer1 ay önce

Agents love extra folders for no reason. A cheap pass that flags "this is overbuilt" saves more time than another lint rule.

NAMAN RAJ profil fotoğrafı
NAMAN RAJ1 ay önce

Good luck testing Jev's limits, Ryan! Can't wait to hear how it handles the AI equivalent of a teenager's first car 🚗💥

Yaya Soumah profil fotoğrafı
Yaya Soumah1 ay önce

This is super cool

shai granit profil fotoğrafı
shai granit1 ay önce

בנית מסווג עם Jev ושואל מה הלאה תבדוק אם הוא מתחיל להתנצל ברגע שהקלט נשמע כמו טיקט מלקוח

Rohan profil fotoğrafı
Rohan1 ay önce

Test it on the same feature implemented three ways: minimal, abstraction-heavy, and with deliberate dead paths. Expose the concrete signals behind each classification. A developer should be able to identify what to delete and review the score against the code.

pysolin profil fotoğrafı
pysolin1 ay önce

verify agentic payment transactions

Keegan Gaffney profil fotoğrafı
Keegan Gaffney1 ay önce

Let it play Pokémon

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