WordPress 7.0 reworks the core design tools roster: Verse becomes Poetry, Accordion, Breadcrumbs and Math arrive with full design support, and pattern overrides are opt-in per attribute through a filter. Includes the updated support table and a registration snippet.
Recruiters now expect designers to ship production code out of AI agents. Here is what that costs in practice: toggles no screen reader can see, XSS holes in generated forms, duplicated code, and engineers spending more time per pull request cleaning up after it.
WordPress data usually rots instead of crashing: postmeta grows, queries slow down, and reports stop matching reality. Ahmad Wael covers when to leave the core schema, how custom tables change your query times, and who has to own the data definitions.
Basic embeddings only get you so far. Ahmad Wael explains the two-stage pattern behind advanced RAG retrieval: a bi-encoder for recall, a cross-encoder for precision, and the caching tricks that keep the second pass off most of your traffic.
Raw correlation makes campaigns look better than they were. Ahmad Wael walks through propensity score matching in Python: logistic regression for the scores, nearest neighbors for the pairs, and what happens to that 13% lift once selection bias is out of the way.
WooCommerce 10.7 drops an HPOS order request from 271 queries to 132, gives the Fulfillments API typed PHP methods, and hardens the REST API against XSS and CSRF. It also runs a database update, so stage it before you ship.
Astro 3.0 removed the built-in Markdown component and left developers choosing between raw HTML and heavy MDX. Ahmad Wael covers the community replacement he uses, how it handles indentation, and the Prettier habit that breaks it.
JPEG AI maps images into latent tensors, VVC targets up to half the bitrate of HEVC, and JPEG DNA stores pictures as biochemical sequences. What those standards change for anyone running WordPress at scale, plus a snippet for the new mime types.
Notes from the April 21, 2026 performance chat: what auto sizes fixes about the sizes attribute, why the Gallery block is holding up a core merge, and a wp_calculate_image_sizes filter that beats regexing the_content.
RAG fetches the facts; the context layer decides what actually reaches the prompt. Four pieces I use in production: memory with exponential decay, hybrid retrieval with re-ranking, a token budget reserved in order, and extractive compression.