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AI, Development

AI architect vs data scientist: what the job is now

The data science job has moved. Production AI in 2026 is mostly orchestration: async APIs, vector databases and cost per request. Here is what changes when you start working as an AI architect instead.

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AI, Development

Scenario modelling when the noise beats the signal

Why scenario modelling is mostly about calibrated uncertainty rather than clean predictions, using an English local elections case study and a small PHP class for bootstrapping residuals.

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Development, Front-end

CSS scroll-snap events for leaner scrollytelling

A leaner way to build scrollytelling: the scrollsnapchange and scrollsnapchanging events, the CSS and JS behind a Mother’s Day 2026 experiment, and where browser support stands.

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AI, Development

Why the 2021 EDEN vector quantization algorithm still wins

A 2021 vector quantization algorithm called EDEN still outperforms its 2026 successor TurboQuant, and the reason comes down to how each one handles the scale parameter S.

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AI in WordPress, Core Updates, Development

WordPress Core AI: the MCP adapter goes standalone

Where the WordPress Core AI work stands before 7.0: the MCP adapter moving to a standalone plugin, the connector approval experiment, and a release plan that puts polish ahead of new features.

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AI, AI in WordPress, Development

Build an AI context layer so your LLM stops forgetting

RAG re-derives everything on every query, so nothing accumulates. This is the Raw and Wiki folder layout, the three control files, and the daily, weekly and monthly jobs I use to keep an AI context layer my agents can read.

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Core Updates, Development

WordPress 7.0 is delayed and RC3 is basically a beta

WordPress 7.0 slipped to May 20, 2026 because RC3 is closer to a second Beta 1 than a release candidate. Early real-time collaboration code fired around 4,000 SQL queries in two minutes of editing, so core is rebuilding the storage layer.

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AI, Core Updates, Development

WordPress 7.0 AI framework and the connector approval catch

WordPress 7.0 (Armstrong) is past the foundational AI work and into ecosystem plumbing. The connector approval experiment blocks plugins from your API keys until an admin says otherwise, and RC1 lands May 14, so provider plugins need updating now.

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Core Updates, Development

WordPress 7.0 RC3 drops real-time collaboration

WordPress 7.0 RC3 landed without Real-Time Collaboration. Core pulled it over race conditions, memory use and server load, and pushed the work to 7.1. This post covers testing RC3 from WP-CLI and what plugin authors built on the RTC endpoints need to change.

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AI in WordPress, Development

WordPress AI Assistant lands on every paid plan, plus Studio Code

WordPress.com opened the AI Assistant to every paid plan and shipped Studio Code, a beta CLI agent for local work. Notes on what the CLI does with block markup and what the plan change means day to day.

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