Microsoft patents AI system that reviews hardware code changes

1. A method of analyzing computer-readable hardware code, the method comprising: receiving computer-readable hardware code, that, when compiled, generates computer executable instructions that when executed by a computing system, perform operations to be performed by the computing system, the computer-readable hardware code conforming to a programming language; receiving a pull request indicating a purpose of changes to the hardware code or updates made to the hardware code; invoking an artificial intelligence (AI) planner agent configured to interact with a plurality of AI review agents that are each trained to: parse the hardware code; analyze the hardware code with respect to the pull request and an attribute; and generate updates to the hardware code in accordance with criteria for meeting the attribute; dynamically generating a plan for analyzing the hardware code; based on the plan, accessing prompts for input to the AI review agents, wherein the prompts are usable to cause the AI review agents to analyze content of the hardware code and generate the updates to the hardware code in accordance with the criteria for meeting the attribute; inputting the prompts to the AI review agents; receiving, by the AI planner agent, the AI-generated updates from the AI review agents; rendering the AI-generated updates on an interface for presentation to a user; receiving, via the interface, inputs from the user; and based on the inputs from the user, generating and inputting, by the AI planner agent, additional prompts to the AI review agents.