Comparing Azure ML vs. AWS SageMaker for enterprise model training. Senior dev Ahmad Wael breaks down the infrastructure differences between Azure’s Workspace-centric RBAC and AWS’s job-level IAM roles. Learn how to choose the right platform for scalable ML pipelines without the typical marketing fluff.
WordPress 7.0 is dropping support for PHP 7.2 and 7.3, a necessary move to address the technical debt of the 22% of sites still on PHP 7.4. Ahmad Wael breaks down the latest Dev Chat news, the upcoming WordPress 6.9.1 release schedule, and why modernizing your stack is no longer optional.
Confused between Z-scores and T-statistics for your WordPress reports? Senior dev Ahmad Wael explains why the T-statistic is the only reliable choice for trend detection. Learn how to calculate significance properly in PHP to avoid misleading your clients with noisy data and false positives in your analytics dashboards.
WooCommerce 10.5 is a game-changer for high-traffic stores, finally addressing the ActionScheduler performance bottleneck by moving to Scheduled Analytics Imports. With experimental REST API caching and refined product object caching, this release focuses on stability and architectural improvements. Ahmad Wael breaks down what developers and store owners need to know.
Stop waking up at 2 AM for broken data imports. Learn how to build a self-healing data pipeline using Python, Pydantic, and OpenAI’s structured outputs. This guide shows you how to automatically detect and fix CSV delimiter and encoding errors without human intervention, saving your sleep and your sanity.
Building environmental dashboards in WordPress starts with mastering Air Quality Data Repositories. Senior dev Ahmad Wael breaks down the best sources (OpenAQ, NASA), handles the “messy” geospatial formats like NetCDF and COG, and provides a robust PHP caching strategy using Transients to ensure your site stays fast and stable.
Customer churn prediction shouldn’t be a post-mortem. By calculating the “momentum” slope of buyer behavior in WooCommerce using linear regression, you can detect silent churn before it happens. This guide provides a pragmatic PHP implementation to identify declining spending trends and trigger retention workflows early.
WooCommerce 10.5 introduces an experimental REST API caching engine designed to slash response times by up to 70%. By implementing the new RestApiCache trait, developers can enable persistent object caching and ETag headers for headless storefronts and mobile apps. Learn how to configure and test this performance-boosting feature today.
WordCamp Asia 2026 is officially coming to Mumbai, India, from April 9-11. As an expected 3,000+ attendees gather at the Jio World Convention Centre, senior WordPress developer Ahmad Wael explains why this flagship event is the strategic “boardroom” for the open web and why developers should prioritize attending.
WordPress developers often treat data like a mess of custom fields, but healthcare leads the way by using Knowledge Graphs and shared ontologies. Learn why switching from Custom Post Types to semantic entities and JSON-LD is the only way to build a future-proof WordPress site that machines and AI can understand.