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AI, Development

Visual-Language-Action models and the case for unification

VLA models put vision, language and motion in one latent space instead of three separate pipelines. Notes on why that unification works, and how action tokenization, diffusion heads and flow matching differ once the model has to output real movement.

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AI, Core Updates, Development

WordPress 7.0 developer updates: RTC delay and the AI client

The 7.0 release went back from RC to Beta so Real-Time Collaboration data could move out of post_meta and into its own table. Also covers the WP AI Client, pseudo-states in theme.json and the Playground MCP server.

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Core Updates, Development, Gutenberg

WordPress 7.0 development: the real-time sync layer

Notes from the April 8, 2026 dev chat: WordPress 7.0 makes the collaboration sync layer provider agnostic, so polling is only the default. What that means for WebSocket providers, CRDT reconciliation and block API v3.

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AI, AI in WordPress, Core Updates, Development

WordPress 7.0 AI infrastructure and the end of glue code

WordPress 7.0 ships three pieces of AI plumbing: the Abilities API for registering what a site can do, the AI Client for provider-agnostic model calls, and the MCP Adapter that exposes both to assistants like Claude.

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AI, Core Updates, Development

WordPress 7.0 AI: the client, connectors and the MCP adapter

Notes from the April 8 contributor chat: the AI Client centralizes the transport layer, the Connectors page holds credentials for any service and not just AI, and the MCP adapter is close to 0.5.0.

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AI, Development

Running quantum simulations with Python and Qiskit-Aer

A walkthrough of quantum simulation in Python: a one-qubit circuit, the Hadamard gate, measurement into a classical bit, and a depolarizing noise model that makes the clean 50/50 split look more like real hardware.

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Core Updates, Development

WordPress.com plugins now come with every paid plan

WordPress.com opened plugins and Global Styles to every paid plan, starting at Personal. Here is what the lower tiers actually give you, and why SFTP, WP-CLI and staging still sit behind the Business plan.

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AI, AI in WordPress, Development

Proxy-Pointer RAG: structure-aware retrieval that scales

Vectorless RAG is accurate, slow, and expensive to index. Proxy-Pointer RAG puts the document structure into the embeddings and metadata instead: regex skeleton trees, breadcrumbs on every chunk, and pointers back to the full section.

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Design, Development

April desktop wallpapers and the asset problem behind them

Smashing Magazine’s April 2026 wallpaper collection is out, calendars and all. I picked out a few, then got sidetracked by the asset side: dozens of resolutions per design, and how you would serve them in WordPress without hardcoding links.

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AI, Development

Document extraction system: 4,700 PDFs in 45 minutes

Reading revision numbers off 4,700 engineering drawings by hand was going to cost 160 person-hours. PyMuPDF handled every file with a text layer, GPT-4 Vision took the 1990s scans, and the batch finished in 45 minutes at 96% accuracy.

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