The WordPress documentation team has triaged close to 800 GitHub issues and closed more than 200. Most of the remaining work sits with the DevHub parser and the theme and plugin handbooks, which is also where outside contributors are most useful.
Scoring models that look great on one training set often break in production. These are the four filter rules I run across stratified folds so variable selection survives data the model has never seen.
One-off campus workshops rarely turn students into contributors. WordPress Student Clubs give them a year-round, student-led space, and the early numbers from events in India suggest it is working.
Anthropic’s subscription ban pushed me off Claude for OpenClaw. Here is the OpenRouter setup I use with Kimi-K2.5, what it costs, where it runs slower, and the GDPR problem with hosted weights.
Automating every quick question makes tasks faster and teams weaker. What the research on informal communication and AI burnout shows, plus three ways to put useful friction back into the workflow.
Part two of the Fernao build log: the ICS calendar feed needed five minutes to generate a schedule, so I moved to the Google Calendar API and got it down to twenty seconds. The new Task Breaker module splits oversized tasks into 20-minute subtasks.
WordPress 7.0 now ships May 20, 2026. Notes on why the schedule moved, why the release squad is treating RC3 as a new Beta 1, and the jump to PHP 7.4 as the minimum version.
Version 0.8.0 of the WordPress AI plugin moves image generation out of experiments, adds a Refine from Notes experiment that applies editorial notes for you, and ships the first AI dashboard widgets.
Part 2 on summarizing a 200,000-word handbook: validating K-means clusters with UMAP and silhouette scores, picking the chunk nearest each centroid, and where the final reduce step still drops topics.
Levenshtein and Soundex break the moment a query crosses script boundaries. Notes from a sanctions screening build on byte-level transformer embeddings, ANCE hard negative mining, and where CJK still causes trouble.