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Category: Development

AI, AI in WordPress, Development

Build an MVP with Claude Code without the tech debt

Claude Code will scaffold a WordPress plugin faster than you can spec one, which is the problem. The workflow I use: a CLAUDE.md spec first, the terminal agent second, and a manual review of everything before it ships.

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Development, Gutenberg

Gutenberg 22.9: background gradients and EmptyState

Gutenberg 22.9 lands background.gradient support so a gradient and a background image can coexist, adds an EmptyState component to wordpress/ui, and gives the experimental Forms block hidden input fields.

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AI, Development

Enterprise RAG systems: how to ground AI in your data

An LLM pointed at a folder of documents will confidently quote a 2019 policy at a customer in 2026. What decides whether a RAG pipeline holds up is the chunking, the retrieval and the evaluation, not the model you picked.

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AI, Development

Model collapse and the case for deep web data

Models trained on the output of earlier models lose the tails of the distribution and drift into nonsense. The clean data sits behind logins, and the PROPS framework is one way to train on it without anyone handing it over.

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AI, Development

Open source MMM: marketing mix modeling you can audit

Proprietary MMM platforms hand you a number and hide the math behind it. This is the stack I use instead: Google Meridian for the Bayesian side, a local Mistral 7B to turn coefficients into something a marketing manager can act on.

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Core Updates, Development

Twenty Twenty-Seven development gets a lead mentor role

The Twenty Twenty-Seven core team added a Lead Mentor next to the usual dev leads. It reads like a soft change, but it is aimed at the contributor bottleneck that has been producing burnout and technical debt for years.

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AI, Development

Behavioral biometrics analysis: why MFA alone stops working

A RAT sitting on the victim’s own phone gets a clean IP, a real device fingerprint, and a valid MFA code. What it cannot fake is how the owner scrolls, and that is the signal behavioral biometrics reads.

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AI, Core Updates, Development

WordCamp Asia 2026: what the Mumbai schedule is telling us

The WordCamp Asia 2026 schedule is out: Mumbai, April 9 to 11, leaning hard on AI, enterprise scale, and the Interactivity API. My notes on which sessions are worth a slot in your day.

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Core Updates, Development, Gutenberg

WordPress iteration issues get a real update schedule

The Gutenberg repo is changing how iteration issues work: a fresh issue per release, monthly updates before beta, weekly through RC, and a template that asks for scope and blockers up front.

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AI, AI in WordPress, Development

Embedding models: how AI search actually finds a match

Embedding models turn text into coordinates, and that is what vector search is really matching on. This covers tokenization, chunking, cosine similarity and fine-tuning a model so it fits your own catalog rather than the general web.

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