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Summary Manual debugging is becoming a relic of the past. As of early 2026, more than 10,000 Drupal sites have already integrated AI workflows to handle the skyrocketing complexity of modern builds. In this episode, we break down how to stop reactive troubleshooting and start using a proactive, AI-assisted loop to reclaim your most valuable resource: your time.
What We Discuss
- The Debugging Dilemma: Why traditional methods like "grep and dump" can’t keep up with headless frontends and complex external services.
- Three AI Superpowers: How to use RAG for semantic log analysis, Claude and Gemini for instant code fixes, and AI agents for automated regression prevention.
- The 5-Step Debugging Loop: A repeatable practical workflow—Capture, Enrich, Analyze, Validate, and Document—that stays in your control.
- Getting Started for Free: How to use the 30-day free templates for Drupal CMS AI and Drupal AI Code to build your own debugging playground today.
Resources & Links
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This episode of DrupalBrief is sponsored by DrupalForge.org
DrupalBrief.com
