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Wednesday, August 13, 2025

Google’s coding agent Jules get critique performance


Google is enhancing its AI coding agent, Jules, with new performance that opinions and critiques code whereas Jules remains to be engaged on it. 

“In a world of fast iteration, the critic strikes the assessment to earlier within the course of and into the act of era itself. This implies the code you assessment has already been interrogated, refined, and stress-tested … Nice builders don’t simply write code, they query it. And now, so does Jules,” Google wrote in a weblog publish

In accordance with the corporate, the coding critic is sort of a peer reviewer who’s aware of code high quality rules and is “unafraid to level out once you’ve reinvented a dangerous wheel.”

As an illustration, it would flag a patch that handed all checks however launched a logic error, a change that compiles however drops a required area, or code that works however is inefficient. 

This functionality is totally different from a linter or take a look at as a result of it doesn’t observe particular guidelines or validate particular assertions. Quite, it understands the intent and context of the code. “It’s nearer to a reference-free analysis methodology, judging correctness and robustness, while not having a gold-standard implementation,” Google wrote.

Within the preliminary launch, the critic evaluates Jules’ output in a single cross, however future iterations will make it a multi-step agent that may use device calls or be triggered at sure factors, like after subtasks or earlier than planning. 

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