MACHINE LEARNING-BASED SYSTEM FOR CODE DEVELOPMENT AND RELEASE

Abstract: arrangements for machine learning-based code development and release are provided. in some examples, a request to release code may be received from a developer portal and may include the code and a type of release. based on the type of release, one or more requirements for release may be identified by a rules engine. code testing data responsive to the one or more requirements may be retrieved from the developer portal and a machine learning model may be executed using the code, type of release and code testing data as inputs. the model may output a release authorization decision. if the release authorization decision includes approval of the release, the code may be deployed to a production environment. if the release authorization decision includes a denial of the request to release the code, the code may be returned to the developer portal for further modification or testing.

Inventor(s): Yasir Pervaiz, Jack Bishop, III, Luqman Sharief

CPC Classification: G06F8/658 (Incremental updates; Differential updates)

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