A method includes receiving architecture instructions for a plurality of microservices, the architecture instructions comprising one or more design parameters for one or more of the plurality of microservices. The method also includes generating, by a processing device, in view of a machine learning model, a deployment configuration for the architecture instructions, wherein the deployment configuration comprises one or more deployment parameters in view of the one or more design parameters. The method also includes receiving an update to the deployment configuration. The method also includes response to receiving the update, modifying the architecture instructions to reflect the update to the deployment configuration.
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