Databricks and Snowflake are running into a market ceiling while the fees to connect your own data keep climbing. Why WooCommerce reporting is usually better off staying in WordPress, on lean SQL and a WP-CLI command.
WooCommerce is moving to a block-first frontend, and the Developer Advocacy team is taking the 2026 roadmap to Zagreb. What the Interactivity API and block-based checkout extensibility mean if you still maintain legacy hooks.
The January WooCommerce developer office hours land on Slack on January 21, 2026, with no agenda. It is an hour for holiday war stories, stubborn bugs, and whatever people want to see on the 2026 roadmap.
Running decades of data through wp_postmeta will take your server down. Here is how I structured a 500 million row temperature dataset as an OLAP schema and queried it with MDX instead of raw SQL.
WooCommerce 10.5 fixes two decoding bugs that broke Arabic, Persian and Chinese attribute names and values on variation writes. What changed, how to test it with cURL, and which old workarounds to pull out.
Perfect offline metrics mostly prove the model fits your assumptions. Point-in-time joins, zero-filled features the model reads as a signal, and cohorts that change while the histograms hold still.
WooCommerce 10.5 changes which category ends up in a product URL: the deepest one in the hierarchy now wins instead of the lowest term ID. Here is what that does to existing URLs and how to put the old sorting back.
Why supply chain data science beats another LLM wrapper in 2026: heatmaps before neural networks, Lean Six Sigma for diagnosing processes, PuLP for network design, and Streamlit so the model actually gets used.
WooCommerce 10.5 swaps full object serialization for stable signatures from a new CallbackUtil class, taking an 800-variation price lookup from about 500ms to 40ms. Dynamic pricing plugins now have to add their own factors to the cache hash.
Reporting plugins bloat the database and still guess at who your best customers are. Here is how I build RFM scores from WooCommerce order data in Pandas, and what the segments are actually good for.