This blog post introduces 'at-agent', a minimal tool designed to integrate commentary and request annotations directly into code comments for easier interaction with language models (LLMs). It promotes a streamlined workflow for developers, allowing them to make direct requests related to their code, reducing complexity in handling annotations. The author shares their experience with the tool, highlighting its practical applications and advantages over traditional methods for managing code directives.