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Build your own AutoFix with Patchwork
We describe a patchflow for creating a customizable AutoFix tool that can automatically detect and fix software vulnerabilities using large language models (LLMs).
Recently, we partnered with OpenAI and shared how we have built the state of the art (SOTA) fine-tuned model for vulnerability remediation. While generating the fix, the LLM may introduce other details or modify the code in a manner that doesn’t preserve the original intention. Medium: Code diff will be applied and a pull request will be sent to the developer to merge, but there are no indirect changes expected to be done in other parts of the system.
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