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Development

Semantic Models date filtering that doesn’t leak future data

Budget and prior-year lines running past today make a report look broken. Here is the Date Filter table I build in SQL, plus the cross-filter setting it needs, so a single slicer switches future data on and off.

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Design, Development

Product designer career paths that aren’t a management ladder

Career debt is as real as technical debt. What an annual retrospective, a skills matrix and a translator-style horizontal role look like for a product designer heading into 2026, and why management is not the only way up.

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Bug Fixing, Core Updates, Development, E-commerce Development

WooCommerce REST API special characters: what 10.5 fixes

WooCommerce 10.5 fixes two decoding bugs that broke Arabic, Persian and Chinese attribute names and values on variation writes. What changed, how to test it with cURL, and which old workarounds to pull out.

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AI, Development, E-commerce Development

Production ML failures usually start in the data, not the model

Perfect offline metrics mostly prove the model fits your assumptions. Point-in-time joins, zero-filled features the model reads as a signal, and cohorts that change while the histograms hold still.

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AI, Development

Federated learning: train the model where the data lives

Instead of hauling data into one bucket, federated learning sends the model to the device and gets weights back. A look at FedAvg in NumPy, horizontal vs vertical setups, and the non-IID problem.

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Development, Front-end

The CSS :drag pseudo-class and the JavaScript it replaces

Notes on the proposed CSS :drag pseudo-class and ::drag-image pseudo-element, and how they replace the dragstart and dragend listeners we currently use to style drag states in WordPress UIs.

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AI, Development

Building an AI language tutor with n8n and multimodal models

How I built a Mandarin tutor on n8n: audio in through a webhook, transcription with pinyin, Gemini for the pronunciation feedback, and ElevenLabs for the voice. It runs under 1 euro a month.

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AI, Development, E-commerce Development

Why supply chain data science is worth your time in 2026

Why supply chain data science beats another LLM wrapper in 2026: heatmaps before neural networks, Lean Six Sigma for diagnosing processes, PuLP for network design, and Streamlit so the model actually gets used.

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Core Updates, Development

What dropping PHP 7.2 means for WordPress 7.0

WordPress 7.0 drops PHP 7.2 and 7.3 support. What the new floor lets core use, where the filter extension debate stands, and how to check for the extension before it throws a fatal error.

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Core Updates, Development

WordPress performance optimization ahead of the 7.0 release

The January 2026 core performance chat: speculative loading may default to moderate eagerness on cached sites, the admin view transitions PR is stuck on E2E failures, and modern image formats still have rough spots.

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