Articles

Different MCP implementation patterns lead to different developer portal information architecture and publishing strategies. Rather than introducing a separate MCP portal, organizations can evolve their developer portal CMS to model new interface types alongside existing APIs, preserving a coherent organizational layer for discovery, governance, documentation, and AI-facing interfaces.

As autonomous agents increasingly interact with technical documentation, traditional HTML can introduce challenges by filling limited context windows with layout elements, navigation, and scripts. This structural cluttering not only drains computing resources but directly causes context pollution and AI hallucinations. Discover how you can reduce this “token tax” and create cleaner, more AI-friendly documentation experiences.

Pronovix open-sources a Drupal Recipe to make developer portals AI-ready with llms.txt support. This solution provides LLM-friendly Markdown content, reducing processing costs and enhancing clarity for AI agents.

A strategic, well-structured approach can enhance your content’s usability, discoverability, and value for both developers and AI tools. In this article, we outline five practical steps, from prioritization to metadata strengthening, to help make your content AI-ready.

What is AI-ready, structured content on your developer portal? We explore the importance of a solid content strategy, examples for semantics in narrative docs, then break down the investment needs of various structured content formats.

Data security has become more critical than ever in today’s rapidly advancing digital landscape. Organizations must adapt adequate security and privacy standards to protect their users, data, and reputation. This is especially true for platforms like Drupal, which powers countless public facing websites across various industries.