Forget pre-built toolboxes. Senior dev Ahmad Wael explains why the best Agentic Architecture uses a Plan-Code-Execute pattern to create tools on the fly. Learn how to build a flexible, scalable AI pipeline that stops relying on static APIs and starts generating its own solutions for complex enterprise data.
Freshly Pressed WordPress is back! This classic human-curated discovery feature return to the WordPress.com Reader, offering an alternative to soul-crushing algorithmic feeds. Learn why curation wins for quality discovery and how to ensure your self-hosted site is technically ready to be featured via a healthy Jetpack connection.
Stop treating your AI users like strangers. Every LLM call is usually a fresh start, but a custom LLM Memory Layer changes that. In this guide, Ahmad Wael explains how to use DSPy and QDrant to build a persistent, self-maintaining memory system that handles extraction, vectorization, and fact updates autonomously.
The February 4, 2026, Dev Chat highlights a major breakthrough: WordPress 7.0 Client-Side Media is moving to core. By leveraging WASM, VIPS, and the new worker-threads package, WordPress plans to offload image processing to the browser, potentially reducing server CPU load by 80%. Learn why this architectural shift is a game-changer for performance.
WordPress 7.0 is set to standardize generative AI through the WP AI Client merge. This provider-agnostic API offers a consistent interface for developers, integrating with the Abilities API and existing HTTP transport layers. Ahmad Wael breaks down why this infrastructure is the foundation needed to avoid SDK fragmentation and security pitfalls.
WordPress AI Experiments are reshaping the future of Core AI. Senior developer Ahmad Wael breaks down the latest Call for Testing, including MCP integration, Markdown feeds, and why request logging is the most critical feature for production-grade WordPress sites using LLMs. Test the future today via WordPress Playground.
WordPress 7.0 proposes merging the WP AI Client into Core, providing a provider-agnostic infrastructure for generative AI. This standardized API handles HTTP transport, caching, and credentials management without shipping proprietary providers by default. It’s a massive win for architectural stability and developer efficiency, ensuring WordPress is ready for the agentic web.
Stop relying on fragile cron jobs for your data sync. Ahmad Wael explains how to build a reliable data pipeline for crime trends using Python, Prefect, and PostgreSQL. Learn to implement structured ETL workflows, schema validation, and Docker-based visualization with Metabase to ensure your local data analysis remains stable and accurate.
WordPress 6.9’s new MCP Adapter is the bridge that connects site logic to AI agents. In this guide, senior dev Ahmad Wael breaks down how to use the Model Context Protocol to turn WordPress Abilities into discoverable AI tools, covering custom server setup, secure transport methods, and critical permission-callback best practices for AI readiness.
Building a custom VS Code theme is often seen as a daunting task, but with Shiki and TextMate tokens, it’s a matter of hours, not weeks. Senior dev Ahmad Wael breaks down the technical process, from local debugging with the Extension Host to the principles of contrast that prevent developer burnout.