Proactive automated anomaly detection and correction of generative ai generated content using refresh tokens

A method comprising:

• at a computing platform comprising at least one processor, a communication interface, and memory:
• generating a target software architecture comprising a plurality of target software components;
• tokenizing attributes of each target software component to produce target tokens;
• generating, using a plurality of generative artificial intelligence (AI) applications, AI generated software components;
• tokenizing attributes of each AI generated software component to produce refresh tokens;
• comparing the refresh tokens and the target tokens to proactively identify anomalies between the plurality of target software components and the AI generated software components;
• refining, based on the anomalies, one or more of the plurality of generative AI applications;
• generating, using the one or more of the plurality of generative AI applications, updated AI generated software components;
• updating the refresh tokens based on the updated AI generated software components;
• identifying a match between the refresh tokens and the target tokens;
• based on identifying the match, compiling software based on the updated AI generated software components;
• and
• deploying the software for execution.

One or more non-transitory computer-readable media storing instructions that, when executed by a computing platform comprising at least one processor, a communication interface, and memory, cause the computing platform to:

• generate a target software architecture comprising a plurality of target software components;
• tokenize attributes of each target software component to produce target tokens;
• generate, using a plurality of generative artificial intelligence (AI) applications, AI generated software components;
• tokenize attributes of each AI generated software component to produce refresh tokens;
• compare the refresh tokens and the target tokens to proactively identify anomalies between the plurality of target software components and the AI generated software components;
• refine, based on the anomalies, one or more of the plurality of generative AI applications;
• generate, using the one or more of the plurality of generative AI applications, updated AI generated software components;
• update the refresh tokens based on the updated AI generated software components;
• identify a match between the refresh tokens and the target tokens;
• based on identifying the match, compile software based on the updated AI generated software components;
• and
• deploy the software for execution.