Steven Gonsalvez

Software Engineer

I’ve been experimenting a bit with Jev as a fuzzy linter that runs after edits in your agent harness: looks very promising so far in my evals. First I converted all of our coding guidelines to tiny r

Why CEREBRO kept it

Agentic linting pattern; novel agent harness application.

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First I converted all of our coding guidelines to tiny r

> Agentic linting pattern; novel agent harness application.

I’ve been experimenting a bit with Jev as a fuzzy linter that runs after edits in your agent harness: looks very promising so far in my evals.

First I converted all of our coding guidelines to tiny rules that are very easy to judge.

Then, only kept the ones that don’t require extra context/files/reasoning. I want it to be a single call, super fast, and Jev isn’t smart enough to handle complex or ambiguous rules.

I then created a synthetic eval that has different kinds of tool calls to exercise and test every one of those rules. Also a held out set that we don’t train on so we don’t accident

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