Application containerization and deployment system leveraging large language model (llm) capabilities

A system comprising:

• a memory;
• and
• at least one processor coupled to the memory and configured to perform operations comprising:
• receiving a command to configure source code of an application for deployment on a deployment platform;
• generating a containerization prompt for a large language model (LLM) instructing the LLM to generate a containerization file corresponding to the source code;
• receiving the containerization file from the LLM;
• providing the containerization file to a containerization validator configured to validate the containerization file;
• generating a manifest prompt for the LLM instructing the LLM to generate a manifest for the deployment platform;
• receiving the manifest from the LLM for the deployment platform;
• and
• providing the manifest to the deployment platform for the deployment.

A non-transitory computer-readable medium having instructions stored thereon that, when executed by at least one computing device, cause the at least one computing device to perform operations comprising:

• receiving a command to configure source code of an application for deployment on a deployment platform;
• generating a containerization prompt for a large language model (LLM) instructing the LLM to generate a containerization file corresponding to the source code;
• receiving the containerization file from the LLM;
• providing the containerization file to a containerization validator configured to validate the containerization file;
• generating a manifest prompt for the LLM instructing the LLM to generate a manifest for the deployment platform;
• receiving the manifest from the LLM for the deployment platform;
• and
• providing the manifest to the deployment platform for the deployment.