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Category: E-commerce Development

Core Updates, E-commerce Development

WooCommerce 10.8 update: what to check first

WooCommerce 10.8 brings security fixes, new database indexes and fewer queries, plus a checkout-draft change on the orders REST API that can hide orders from integrations. Here’s what I’d check before updating a client store, and when I’d wait.

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AI in WordPress, E-commerce Development

What to check before you run WooCommerce AI Product Advisor

WooCommerce’s beta AI Product Advisor ranks your catalog and suggests copy fixes. The ranked queue and revert log are the useful parts. The WordPress.com connection and the lift math are where it bites, so stage it, clear stray output first, and apply in small batches.

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Development, E-commerce Development

WooCommerce data pipelines before you learn Airflow

A data analyst’s 12-month roadmap into data engineering reads oddly familiar if you maintain WooCommerce stores. Scheduled actions, custom order tables and cron are already small pipelines. What they lack is retries, monitoring and someone noticing when a job fails.

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Development, E-commerce Development

A WordPress ETL pipeline starts in a notebook

A beginner’s notebook ETL pipeline gets the shape right: pull, clean, save. Here’s how I’d move it into WordPress, with proper wp_remote_get error handling, a better place to load the data, and a schedule that actually runs.

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Development, E-commerce Development

Split big WooCommerce background processing jobs

A nightly job that outgrows its PHP request is a common failure on WooCommerce stores. The fix borrows the structural move from Benders’ decomposition: keep the coupling state small, split the rest into batches, and reschedule until done.

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AI, Development, E-commerce Development

Building a multimodal recommender system on Amazon EKS

A production recommender on Amazon EKS lives or dies on infrastructure, not the model. Here’s how I set up a multistage system with NVIDIA Triton, cut feature lookup latency with an in-memory cache, and scale GPU nodes with HPA and Karpenter.

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Core Updates, Development, E-commerce Development, Gutenberg

WooCommerce catalog management is getting a native rebuild

WooCommerce is rebuilding the All Products screen on top of WordPress DataViews and DataForms. Here is what the proof of concept changes, where it still falls short on performance, and why extension authors should test it now.

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Core Updates, Development, E-commerce Development

WooCommerce Variation Gallery lands in core with 10.9

WooCommerce 10.9 brings variation galleries into core, retiring the paid Additional Variation Images extension. Notes on the new meta key, the Action Scheduler migration, and the theme overrides that tend to break it.

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Core Updates, Development, E-commerce Development

WooCommerce 10.8 release slips a week to May 26

The WooCommerce 10.8 release slips one week to May 26, 2026, clearing the WordPress 7.0 launch on May 20 and buying time to validate a late-landing change. Revised RC and release dates, plus what to check first.

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Development, E-commerce Development

Polars vs. Pandas: rewriting a real data workflow

I refactored a workflow I had already optimized in Pandas over to Polars, and the runtime went from 0.31 to 0.20 seconds. The harder part was the mental shift from eager to lazy evaluation.

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