Feedback Needed: Guide for Speaking on WordPress Core AI Projects

The latest updates in WordPress 6.x have moved the needle toward a standardized, modular approach to intelligence. Specifically, the Core AI team is finalizing a guide for community members who want to present on WordPress Core AI projects at meetups and WordCamps. They are currently looking for feedback on this resource before it hits the official handbook.

I’ve seen plenty of “AI hype” talks that go nowhere. Consequently, having a structured guide that explains the technical reality of “Abilities” and standard “AI Clients” is a massive win for the ecosystem. If you are planning a talk, you should definitely review these proposed structures. Furthermore, the guide aims to move the conversation away from proprietary vendor lock-in and toward open building blocks.

The Architecture Behind WordPress Core AI Projects

WordPress is becoming “AI-ready” through three primary pillars. These aren’t just plugins; they are core-level experiments intended to standardize how WordPress talks to LLMs. Specifically, the projects focus on:

  • Abilities: A way for WordPress to describe its functions to an external agent.
  • AI Client: A standardized API for calling different providers (OpenAI, Anthropic, etc.).
  • MCP Adapter: Connecting WordPress to the Model Context Protocol format.

As a developer, you might be tempted to just hardcode a cURL request to an OpenAI endpoint. However, that’s a legacy mindset. Therefore, understanding how these WordPress Core AI projects abstract that logic is critical for future-proofing your site. If you’ve been following the WordPress AI guidelines, you know that maintainability is the top priority.

// Conceptual: How an 'Ability' might be registered in the new framework
add_action( 'init', function() {
    if ( function_exists( 'bbioon_register_ability' ) ) {
        bbioon_register_ability( 'fetch_sales_stats', [
            'description' => 'Provides WooCommerce sales data to the AI agent.',
            'callback'    => 'bbioon_get_woo_report',
        ] );
    }
} );

Why Your Feedback Matters

The team has provided a draft document covering talk ideas, demo tips, and planning strategies. They need to know if these concepts are clear to someone who isn’t already contributing to #core-ai on Slack. If the documentation is too dense, it will fail to help new speakers. In contrast, if it’s too vague, we’ll end up with shallow presentations.

You can view the draft guide here and leave comments. The window for feedback closes on Wednesday, 21 April 2026. If you are already working with AI Agents and MCP, your perspective is exactly what the community needs right now.

Look, if this AI stuff is eating up your dev hours, let me handle it. I’ve been wrestling with WordPress since the 4.x days.

The Senior Dev’s Takeaway

Standardizing how we talk about WordPress Core AI projects ensures that the community doesn’t get left behind in the agentic era. Don’t let the “Shiny Object Syndrome” fool you; the real work is in the architecture. Go review the doc, drop a comment, and let’s make sure the speaker guide is actually useful for the next WordCamp.

author avatar
Ahmad Wael
I'm a WordPress and WooCommerce developer with 15+ years of experience building custom e-commerce solutions and plugins. I specialize in PHP development, following WordPress coding standards to deliver clean, maintainable code. Currently, I'm exploring AI and e-commerce by building multi-agent systems and SaaS products that integrate technologies like Google Gemini API with WordPress platforms, approaching every project with a commitment to performance, security, and exceptional user experience.

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