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Category: AI in WordPress

AI in WordPress, Core Updates, Development

What the WordPress 7.0 AI Client changes for plugin devs

The AI Client and Connectors API change how plugins talk to an LLM in WordPress 7.0. Notes from the Dev Chat agenda, plus the PHP refactor from a hardcoded wp_remote_post call to a registered ability.

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AI, AI in WordPress, Development

AI data science workflow: MCP, BigQuery and a 150GB log file

MCP lets an AI pull data out of Google Drive, read old repos and load BigQuery instead of just suggesting Python. Includes the 150GB log file one unattended loop produced, and why domain knowledge still decides the answer.

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AI in WordPress, Development

Scaling WordPress data to 127 million points

A security report built on 127 million data points, and what it took: raw SQL instead of WP_Query, a resumable WP-CLI batch script, and segmentation that finally gave the numbers some contrast.

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AI, AI in WordPress, Development

AI data analysis is now the first analyst on my team

AI writes the query now and I check it. That includes the time an elegant LLM-generated join pushed a production database to 98% CPU, plus the utility I use to export sanitized WooCommerce data for analysis.

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AI, AI in WordPress, Development

Bits-over-Random metric: why more context hurts AI agents

The Bits-over-Random Metric compares your retrieval against random chance, which is how you catch the context pollution a high Success@K hides. Notes on staged tool routing and where the collapse regime starts.

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AI, AI in WordPress, Development

The AI engineer career path really takes about two years

The six-month version of this career change is a sales pitch. Coming from a software background it took closer to two years, and the money goes to people who can ship a RAG system that does not leak data, not to people who can write prompts.

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Accessibility, AI in WordPress, Development

Owned digital assets and the WhatsApp business that vanished

A client ran her entire business through WhatsApp until the account was blocked on a Tuesday. What owned digital assets mean in practice, and why Brazil’s first Automattic partner writes WordPress.com into its contracts.

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AI, AI in WordPress, Development

Personal AI agent development moved my job to orchestration

A colleague shipped a custom assistant in a couple of hours by wiring Google Calendar, Microsoft To Do and Notion together. Execution stopped being the bottleneck, and here is a Gemini API scheduler you can start from inside WordPress.

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AI, AI in WordPress, Development

Claude Code efficiency starts before the agent writes code

My agent failed the same caching refactor three times before I fixed how I was briefing it. Planning mode, browser access through Playwright MCP, and claude.md files are what turned that into one-shot work.

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AI, AI in WordPress

AI agent reliability: why 85% per step means 20%

An agent that is 85% accurate per step is about 20% accurate over ten steps. Lusser’s Law explains why, the Replit database deletion shows what it costs, and a gatekeeper pattern in PHP puts human review in front of the irreversible actions.

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