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Category: Development

AI, AI in WordPress, Development

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.

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AI in WordPress, Development

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.

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AI, AI in WordPress, Development

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.

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AI, AI in WordPress, Development

Why I’m moving complex dev work back to OpenAI Codex

I spent months trying to make Claude Code my main tool, but since GPT-5.5 I’ve moved complex WordPress refactoring back to OpenAI Codex. Here’s my setup: reasoning levels, Playwright MCP, and a worktree alias.

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AI in WordPress, Development

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.

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Core Updates, Development, Gutenberg

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.

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Core Updates, Development

WordPress 7.1 development starts: trunk is open for alpha

Trunk is open and bumped to 7.1-alpha, so WordPress 7.1 development has started. Why the core team held trunk shut through the 7.0 cycle, how the double signoff rule works on numbered branches, and how to test an alpha build without wrecking your dev site.

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AI, AI in WordPress, Development

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.

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Core Updates, Development, E-commerce Development

WooCommerce Variation Gallery lands in core with 10.9

WooCommerce 10.9 brings variation galleries into core, retiring the paid Additional Variation Images extension. Notes on the new meta key, the Action Scheduler migration, and the theme overrides that tend to break it.

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Core Updates, Development, E-commerce Development

WooCommerce 10.8 release slips a week to May 26

The WooCommerce 10.8 release slips one week to May 26, 2026, clearing the WordPress 7.0 launch on May 20 and buying time to validate a late-landing change. Revised RC and release dates, plus what to check first.

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