WooCommerce 10.5 introduces a major refactor to WooCommerce variation price caching, replacing full object serialization with stable signatures via the new CallbackUtil class. This update reduces price lookup execution from 500ms to 40ms for large variation sets, though developers must now manually hook into the cache hash for dynamic pricing.
Stop relying on bloated WooCommerce plugins for customer reporting. Ahmad Wael explains how to implement RFM Analysis (Recency, Frequency, Monetary) using Pandas to segment your customers accurately. Learn the technical logic behind ranking your best customers and winning back at-risk buyers without slowing down your WordPress database.
The future of data science is shifting away from generalists and toward specialized data roles in fields like archaeology, renewable energy, and sports analytics. Ahmad Wael explains why domain context is more important than generic Python libraries and how to build robust, industry-specific data solutions that actually work for your business.
Stop relying on binary search metrics like MAP and MRR that fail to capture true user behavior. In this guide, I explain why these metrics mislead WooCommerce developers and why position-aware alternatives like NDCG and ERR are essential for building a search experience that actually converts. Learn to optimize for graded relevance today.
Getting stakeholders to agree on simple dashboards is tougher than coding them. With 14 years in WordPress, I’ve learned effective data storytelling manages fear, not just metrics. This guide shows how to transform cluttered ‘junk drawer’ dashboards into clear, decision-driven interfaces that actually get used. Focus on key insights to drive real business decisions.
Stop relying on heavy JS libraries for your gallery layouts. In this guide, Ahmad Wael explains how to master a native Masonry layout using modern CSS primitives. Learn how to boost your LCP, simplify your code, and provide better accessibility without the render-blocking bloat that plagues most WordPress portfolios today.
I once worked with a WooCommerce store that was pulling in about $5M a year. On paper, they were killing it. But the checkout drop-off…
I recently got a call from a client whose custom WooCommerce product sync was acting… well, weird. They were pulling in about 15,000 SKUs from…
I recently worked with a client running a high-traffic WooCommerce shop. They were getting hammered by registration spam—thousands of fake accounts every day. To “fix”…
I once had a client—a high-volume WooCommerce shop—who was convinced that adding a “Quick Reorder” button on the customer dashboard would skyrocket their repeat sales….