Hiring for hyper-depth became the default advice for WordPress teams, and it makes messy stacks harder to fix. My case for range, what generalists catch that specialists walk past, and how much of the specialist layer AI already covers.
Notes from the latest WordPress AI contributor meeting: the MCP client is becoming a normal plugin instead of a Composer package, the Abilities API is getting real exception handling, and AI agents are getting a proper block dictionary.
The experimental core dev toolkit is a desktop app built on Playground and WASM. It bundles Git, Node and npm, so a contributor can clone wordpress-develop and generate a Trac patch without installing anything first.
Most visual UI state does not need JavaScript. This is the radio state machine: radio inputs plus :has() and :checked driving toggles, panels and swatches in WordPress and WooCommerce, without breaking keyboard or screen reader access.
How I pull OpenStreetMap data into Power BI: an Overpass QL query that returns filtered CSV, wired up through the Advanced web connector and plotted on Azure Maps. No GeoJSON middleware, no paid connector.
In a 200-task benchmark, nearly 91% of ReAct agent retries were spent on errors that could never succeed. The three fixes I use: an error taxonomy, per-tool circuit breakers, and tool routing that stays in code.
Why analytics reports come back slow and wrong, and why the fix is structural: the three modeling stages, the move from write-optimized OLTP like WooCommerce to read-optimized OLAP, the star schema, and SCD Type 2.
Hidden Gem Animal Rescue moved off social media and onto a WordPress.com hub, then doubled its pace and saved more than 100 animals in three years. What changed technically: one place for foster applications, adoption forms and donations.
Big-bang redesigns of legacy systems usually end in a blown budget and a broken database. What works instead: mapping dependencies, measuring the slow paths, and choosing a migration strategy that keeps production up.
Churn is not a yes or no question, it is a question of when. This covers censored data, Kaplan-Meier curves, and Cox hazard ratios in Python with the lifelines library.