The Key to Agentic Success? BASH Is All You Need

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Agent builders are finding that sometimes the easiest way for an agent to do its job is to simply give it a few Unix tools and “let it cook.”

A recent project from Vercel found that stripping away loads of metadata and instead giving the model a BASH shell and access to data produced superior results.

And another group of open source developers is finding that a simple BASH while loop and some time alone is all that is needed to execute even complex tasks.

“Models are getting smarter and context windows are getting larger, so maybe the…



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The Key to Agentic Success? BASH Is All You Need


Agent builders are finding that sometimes the easiest way for an agent to do its job is to simply give it a few Unix tools and “let it cook.”

A recent project from Vercel found that stripping away loads of metadata and instead giving the model a BASH shell and access to data produced superior results.

And another group of open source developers is finding that a simple BASH while loop and some time alone is all that is needed to execute even complex tasks.

“Models are getting smarter and context windows are getting larger, so maybe the…



Source link

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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