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Category: Development

Core Updates, Design, Development

The WordPress admin menu is a junk drawer, and Core knows it

Any plugin can claim a top-level spot in the WordPress admin menu, so after 40 installs the sidebar is a junk drawer. A Core proposal wants hierarchy and pinning. Here is what I use in the meantime.

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Design, Development

Why design principles for products keep projects from drifting

Products drift when nobody writes down what they stand for. How Dieter Rams’ principles helped me kill an upsell on a WooCommerce checkout, plus the workshop and the CSS variables I use to keep principles in the code.

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Development, Front-end

CSS shape function: wavy and blob shapes without SVG

The CSS shape function replaces the SVG and clip-path hacks used for wavy dividers and blob shapes. How the curve commands and control points work, and why a fixed command count is what lets the browser animate between two shapes.

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AI, Core Updates, Development

Jetpack Social upgrade: per-platform captions in Jetpack 15.6

Jetpack 15.6 lets you set the message and image per network instead of pushing one caption everywhere. Notes on the rebuilt preview modal, the sharing activity log, and the publicize filter that keeps certain post types off social.

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AI, Development

DenseNet architecture: why it concatenates instead of summing

DenseNet connects every layer to every later layer and stacks channels instead of summing them the way ResNet does. Why that helps with vanishing gradients, how bottleneck blocks and transition layers keep the tensors in check, and where the memory cost shows up in PyTorch.

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AI, Development

Safe AI system design and the inversion error problem

Frontier models stack a huge symbolic layer on an absent physical base, what Peter Zakrzewski calls the inversion error. The case for an enactive floor and for treating state-space reversibility as a hard constraint instead of an alignment patch.

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AI, Development

Quantum data encoding and where hybrid QML models fall apart

Most QML writeups skip past encoding. This one goes through basis, angle and amplitude encoding plus feature maps, and what each one costs you in qubits or circuit depth on current hardware.

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AI, Development

Explainable AI in production when SHAP is too slow

SHAP adds roughly 30ms to every prediction, which is fine offline and useless in a live request. Here is the neuro-symbolic alternative I benchmarked at 0.89ms, plus the weight collapse problem you run into on the way there.

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AI in WordPress, Core Updates, Development

What the WordPress 7.0 AI Client changes for plugin devs

The AI Client and Connectors API change how plugins talk to an LLM in WordPress 7.0. Notes from the Dev Chat agenda, plus the PHP refactor from a hardcoded wp_remote_post call to a registered ability.

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AI, AI in WordPress, Development

AI data science workflow: MCP, BigQuery and a 150GB log file

MCP lets an AI pull data out of Google Drive, read old repos and load BigQuery instead of just suggesting Python. Includes the 150GB log file one unattended loop produced, and why domain knowledge still decides the answer.

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