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AI, AI in WordPress, Development

Prompt engineering isn’t enough: you need an LLM control layer

Tightening the prompt won’t make an LLM integration reliable in production. Here’s the control layer I put between WordPress and the model: input guards, a circuit breaker, response validation and retries.

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Design, Development

Customer understanding: look past what users say

Hannah Shamji’s four levels of customer understanding, read from a developer’s side. What users say is the weakest signal, what they do is better, and the reason behind it is what you actually need to fix.

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Core Updates, Development

WordPress 7.1 release: what the smaller release squad means

WordPress 7.1 is planned for August 19, 2026, with a smaller release squad that leans on the Make Team Reps. Here is the schedule, how to test the alpha with WP-CLI, and which lead roles are open.

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AI in WordPress, Development

Practical AI transparency patterns for WordPress interfaces

A spinner tells users nothing when an AI agent takes 20 seconds to think. These are the patterns I use instead: specific status updates, a thinking toggle, checklists that handle partial success, and a saved audit trail.

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AI in WordPress, Core Updates, Development

WordPress Core AI leadership changes on the road to 7.0

Felix Arntz and James are stepping back as Core AI Team Reps, and Jason Adams takes over. The handover lands as the Abilities API matures and the WP AI Client heads into core for WordPress 7.0.

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AI, AI in WordPress, Core Updates, Development

WordPress AI plugin 1.0.0 is really about governance

The WordPress AI plugin 1.0.0 adds Request Logging and Connector Approvals, which give site owners real control over which plugins use AI and what they spend. Here is what changed and what developers should do about it.

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AI in WordPress, Core Updates, Development

WordPress.com adds a Mac AI workspace and Studio Blueprints

The latest WordPress.com sprint brought Jetpack Podcast, the WordPress Workspace Mac app with an AI agent, and a Blueprints Gallery in Studio. The common thread is local-first development and less repeated setup work.

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AI, Development, E-commerce Development

Building a multimodal recommender system on Amazon EKS

A production recommender on Amazon EKS lives or dies on infrastructure, not the model. Here’s how I set up a multistage system with NVIDIA Triton, cut feature lookup latency with an in-memory cache, and scale GPU nodes with HPA and Karpenter.

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Core Updates, Development

Lately, the WordPress.com beta that turns Telegram into a blog

WordPress.com’s Lately beta lets you blog through Telegram. You message the WordPress Agent during the week, then edit and send a private letter to approved friends every Friday.

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AI, Core Updates, Development

WordPress AI development after 7.0: Abilities, secrets and C2PA

WordPress 7.0 is out, and the AI work behind it keeps moving. Here is what the AI contributors are working on: scaling the Abilities API, a Secrets Management API, hook-based init, and keeping C2PA metadata in the media library.

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