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Tag: APIs

Development, Gutenberg

How WordPress content guidelines stop editorial drift

Gutenberg is experimenting with content guidelines: a machine-readable home in the admin for voice, tone and structural rules, so authors and AI assistants work from the same standards instead of a PDF nobody opens.

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AI, Development

Mechanistic interpretability, or how to debug an LLM

Mechanistic interpretability is the Xdebug of AI research: hook a forward pass, zero out a neuron, and see what the model was actually doing. A walk through the residual stream, TransformerLens, circuit tracing and steering vectors.

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AI, AI in WordPress, Development

Staying relevant as a senior analytics consultant in 2026

Agentic analytics moves the consultant’s job from writing queries to architecting the systems agents read from. What that looks like in practice, including a clean WordPress REST endpoint built for agent consumption.

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Development, E-commerce Development

WordPress monetization without a full store build

A look at the block-based way to take payments on WordPress: the Payments and Paid Content blocks, plus a small hook for gating content by subscription, instead of installing a whole shop to sell one download.

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Development, E-commerce Development

Essential WordPress plugins I actually keep installed

A working list of the WordPress plugins I keep on client sites, from Jetpack and Akismet to WooCommerce and Imagify, plus the dequeue snippet I use so form plugins stop loading their CSS and JS on every page.

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AI, AI in WordPress, Development

Why efficient AI architecture beats bigger models

Voyager 1 still self-corrects on 69.63KB of memory. That comparison is the frame for quantization, knowledge distillation and TinyML, plus a small PHP example of how weight quantization actually works.

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AI, Development

Google Interactions API and the end of the everything prompt

The giant catch-all prompt is fine in a prototype and falls apart in production. The Google Interactions API keeps state on Google’s side, which is what lets you poll a long research job from WP-Cron instead of hanging the page.

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Development, E-commerce Development

Build an online presence: 11 steps I give new founders

Eleven steps for getting a new business online, from 14 years of WordPress work: nail the one-sentence pitch, give every offer its own page, then get hosting, backups and security right before chasing traffic.

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AI, Development

Run Claude Code for free with Ollama and a local model

Ollama 0.14 speaks the Anthropic Messages API, so Claude Code can run against a local model instead of a $200 plan. Here is the setup, the three environment variables it needs, and the git init step that trips people up.

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AI, AI in WordPress, Core Updates, Development

The WordPress AI Client heading into core 7.0

Notes from the February 4 contributor meeting on the WordPress AI Client merge into 7.0: why OpenAI, Google and Anthropic are moving out to separate plugins, why the off switch is a constant rather than a filter, and what MCP adapters mean for the Abilities API.

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