High-performing DevOps teams need clear best practices to function effectively at scale. Without a standardized approach, each team member might adopt their own methods, leading to chaos and inefficiency. AWS Well-Architected provides a broad framework of best practices for deploying workloads on AWS, which can be particularly relevant to CI/CD workflows. The Octopus AI Assistant now offers a way for teams to assess their projects against these best practices by generating AWS Well-Architected reports. The AI Assistant uses Large Language Models (LLMs) to interpret unstructured data related to DevOps processes. It converts Octopus projects into a text-based format and compares them against AWS Well-Architected guidelines. This automation eliminates the need for manual analysis, allowing teams to generate detailed reports quickly and easily. Users can install the AI Assistant Chrome extension to get started. For cloud users, it works out of the box, while on-premises setups require some firewall adjustments. Generating a report is straightforward. After installation, users navigate to a project and click to generate the report. The prompt for the report is pre-filled, but users can customize it if needed. The result is a comprehensive assessment of how well their Octopus projects align with AWS best practices, streamlining what has historically been a tedious task for DevOps teams.