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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 次观看 • 1 个月前 •via X (Twitter)

23 条评论

vogel 的头像
vogel1 个月前

what should I try to build with Jev next?

Ceoz 的头像
Ceoz1 个月前

Ok, that is ACTUALLY a pretty interesting concept.

Michael Vessia 的头像
Michael Vessia1 个月前

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 的头像
Ishwar | Infrastructure Systems1 个月前

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 的头像
Pythonics1 个月前

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

mackle 的头像
mackle1 个月前

So kinda like SonarQube?

alias 的头像
alias1 个月前

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

Shawki Sukkar 的头像
Shawki Sukkar1 个月前

Computer use

nin 的头像
nin1 个月前

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

Ted Kalaw 的头像
Ted Kalaw1 个月前

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 的头像
Krimo1 个月前

Send an invite please 😢

Dominik Vít 的头像
Dominik Vít1 个月前

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 的头像
Lauri Jutila1 个月前

Very good ideas. Thanks for sharing!

Calliope 的头像
Calliope1 个月前

My thing I built it with big pickle

Harith Bakhrani 的头像
Harith Bakhrani1 个月前

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 的头像
Alek1 个月前

Ryan - test it on a legacy repo next?

Ofek Shaked | AI Engineer 的头像
Ofek Shaked | AI Engineer1 个月前

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

NAMAN RAJ 的头像
NAMAN RAJ1 个月前

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 的头像
Yaya Soumah1 个月前

This is super cool

shai granit 的头像
shai granit1 个月前

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

Rohan 的头像
Rohan1 个月前

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 的头像
pysolin1 个月前

verify agentic payment transactions

Keegan Gaffney 的头像
Keegan Gaffney1 个月前

Let it play Pokémon

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