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.
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.
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.
WooCommerce 10.5 now disables the Add to Cart button on variable products by default to prevent race conditions. If you’ve dequeued the core variation scripts but kept the default templates, your buttons will remain disabled. Learn how to refactor your custom JavaScript to fix this and ensure a smooth checkout experience.
WooCommerce 10.5 introduces a game-changing experimental feature: Product Object Caching. This in-memory cache prevents redundant database loads during a single request, offering up to 13% speed improvements for variable products. Ahmad Wael breaks down how it works, the performance benchmarks, and the critical “gotchas” for developers using direct SQL updates.
Why 90% Text-to-SQL accuracy is enterprise suicide. Ahmad Wael explains why partial credit doesn’t exist in production databases, the shift from Spider 1.0 to the rigorous Spider 2.0 benchmark, and how native AI integrations in BigQuery are changing the game for senior WordPress and data developers.
Retrieval-Augmented Generation is moving from hype to production reality, but many implementations are plagued by poor chunking strategies and scaling issues. Ahmad Wael explains why chunk size is an experimental variable, the hidden pitfalls of HNSW in vector databases, and how to optimize RAG performance within the WordPress ecosystem using caching.
Ahmad Wael explores the decline of the Modern Data Stack and why giants like Databricks and Snowflake are hitting a market ceiling. Learn how the ‘Great Data Closure’ affects WordPress developers and why shifting toward lean, local data architecture is the best move for your WooCommerce store’s performance.
WooCommerce is shifting toward a block-first future, and the Developer Advocacy team is heading to Zagreb to discuss the 2026 roadmap. From the Interactivity API to AI-driven features and checkout extensibility, these WooCommerce Platform Updates are changing how we build stores. Stop relying on legacy hooks and embrace the modern stack.