The Blueprints Gallery lands in WordPress Studio 1.9.0
WordPress Studio 1.9.0 ships a Blueprints Gallery, so you can browse, preview and launch pre-configured local sites without hunting for JSON files. It works from the Studio CLI too.
Tag: Backend
PySpark for beginners: scaling past what Pandas can hold
When your data outgrows your laptop’s RAM, Pandas stops being enough. Here’s how PySpark spreads the work across a cluster, why lazy evaluation matters, and a first DataFrame to get you started.
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.
Synthetic survey respondents: why the mean lies to you
Off-the-shelf LLMs make poor synthetic survey respondents because they collapse to the mean. Unlearning memorized statistics with gradient ascent brings back the spread you see in real populations.
Grounding LLMs with fresh web data to cut hallucinations
A static RAG pipeline goes stale fast. Here’s why grounding LLMs with live search results works better for real-time facts, and how to wire a search API into your WordPress backend with PHP and transients.
Building reliable AI models that hold up after the demo
A demo that works one time in ten is a liability, not a feature. Here is why LLMs hallucinate, why their confidence scores lie, and how I validate AI output in WordPress before it ever reaches a user.
How I safely run coding agents in YOLO mode
I stopped hand-reviewing every line my coding agents write. What I do instead: fine-grained permissions in settings.json, a strict deny list for destructive commands, and a second agent that reviews the first one’s work.
WordPress 7.0 AI integration: security, logging and release plans
WordPress 7.0 brings a central Connectors hub and a Connector Approval flow for AI credentials. Here’s what the May 2026 plan means in practice: custom tables for request logging, the AI Plugin 1.0.0 release, and what the approval flow does and doesn’t protect.
WordPress 7.0 RC5: how to test it before the May 20th launch
WordPress 7.0 RC5 is the fifth release candidate before the May 20th launch, and it exists to catch the bugs found after RC4. Here is how to install it on a staging site with WP-CLI, the Beta Tester plugin or Playground, and what to check in your own hooks.
Structure-Aware Document Intelligence: why flat RAG fails
Chunk-and-embed RAG loses the hierarchy that gives a 200-page contract its meaning. How the Proxy-Pointer framework indexes structural breadcrumbs instead of raw text, and how the two-stage retrieval works in Python.