Talking Drupal episode 558 examines a practical weakness in AI-assisted development: agents can produce useful work but lose project context when sessions change. Luke McCormick presents Agent Management System, or AMS, as a lightweight toolkit that uses Markdown handoffs, project documentation and role-based agents to preserve decisions across sessions. The episode also highlights AI Auto-reference, a Drupal module that suggests relationships to existing site content using AI, giving site builders a narrower alternative to generic AI tagging.
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