How we deploy AI agents to automatically fix production websites

The author describes the evolution of an AI agent designed to manage the MODX CMS. While the first part of the project focused on the agent understanding site structure and suggesting solutions, it has now gained the ability to make changes directly in the production environment. Developers integrated tools for SSH access, file systems, logs, and browser interaction, allowing the agent to not just provide advice, but to execute full bug fixes upon user command. The focus of the second part shifted toward safety and reliability: the team worked to ensure the agent could autonomously fix bugs, verify results, and maintain site stability. This approach transforms the AI from a simple assistant into a fully autonomous developer capable of completing tasks from start to finish without human intervention in the execution, backup, or testing processes.