Scaling DevTools How can you actually use AI in DevTools content? With Victor Coisne from Strapi
Oct 24, 2025
Dive into the fascinating world of AI in content creation as Victor from Strapi reveals how to balance AI and human oversight. Discover three effective AI content workstreams and learn why full tutorials still need human touch. Explore good use cases for AI, from listicles to smart FAQs, and see how community insights shape content. Victor also highlights tools for performance tracking and the importance of quality in AI-generated content. Plus, get insights on automated pages and the role of AI in documentation!
AI Snips
Chapters
Transcript
Episode notes
Human-In-The-Loop For Developer Content
- Do keep a human in the loop for every AI content step to protect developer trust and quality.
- Give AI rich context and do the manual research you won’t outsource to models.
Three Content Workstreams
- Structure AI workflows into distinct streams: net-new, refresh, and programmatic SEO.
- Match workflow type to content expectancy to set appropriate quality tolerances.
Give AI Reusable Context Artifacts
- Provide three artifact types to your AI: audience personas, company context, and writing guidelines.
- Store those artifacts as memory so workflows reuse them without retraining.