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Tag: Backend

Core Updates, Development, Gutenberg

Real-time collaboration: why your meta boxes break it

WordPress 7.0 syncs the block editor through Yjs, and one classic meta box switches the whole thing off. Migrating meta to the REST API, swapping HTTP polling for WebSockets, and the block side effects that fire for every editor in the session.

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Bug Fixing, Core Updates

What WooCommerce 10.6.1 actually fixes

The Add to Cart with Options block compared hyphenated slugs against labels with spaces, so variable product selections failed validation. WooCommerce 10.6.1 fixes that, reorders new payment gateways, and drops the stray number from single shipment labels.

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AI, AI in WordPress, Development

Why your data stack is not ready for AI agents

Dashboards are no longer the main consumer of your data. Here is what I would change in a data stack to make it readable by agents: fewer tools, open table formats, a real semantic layer, and feedback loops that act without waiting for a human.

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AI, Development

Fourier transform sound analysis without the black box

np.fft is not a black box you have to live with. This walks through the winding machine picture of Fourier transform sound analysis, the center of mass calculation behind magnitude and phase, and why Euler’s formula shows up instead of a plain sine wave.

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AI, Development

Metropolis-Hastings, or how to sample without the integral

Bayesian work hands you densities you cannot integrate or invert. Metropolis-Hastings samples them anyway, with a random walk and an acceptance ratio that cancels the normalization constant. Includes the NumPy implementation and the three ergodicity conditions.

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Bug Fixing, Core Updates

WordPress 6.9.4 fixes what 6.9.2 and 6.9.3 missed

WordPress 6.9.4 re-applies three security fixes that 6.9.2 and 6.9.3 left incomplete: PclZip path traversal, XXE in getID3, and a Notes authorization bypass. It also covers the WP-CLI commands I use to update core and check the files afterwards.

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AI, Development

Cutting vector search costs by 80% with MRL and int8

Vector infrastructure gets expensive fast: 100 million 1024-dimensional float32 vectors need over 1.2TB of RAM. Pairing Matryoshka truncation with int8 quantization cuts storage by roughly 80%, and this post covers where the savings stop and recall starts to break.

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Core Updates, Development, Gutenberg

What WordPress 7.0 changes in the Interactivity API

WordPress 7.0 adds a watch() function to the Interactivity API for side effects that do not belong to a single DOM element, and the router store now gets state.url from the server, so the undefined guards can go. Two navigation properties are deprecated along the way.

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Core Updates, Development

WooCommerce 10.6: SQL fixes and two breaking changes

WooCommerce 10.6 is mostly maintenance: SQL fixes in the admin, lazy loading on by default for the Product Image block, and two changes that can break custom breadcrumbs and headless Store API calls.

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Core Updates, Development

WordPress 7.0: real-time collaboration and the beta rush

Beta 3, a silent Beta 4 next to 6.9.3, and Beta 5 due March 12. What real-time collaboration, the new Breadcrumb block filters and theme.json pseudo-elements mean for your custom code before the RCs land.

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