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Tag: APIs

AI, Bug Fixing, Development

Rare event forecasting with Transformers

Rare event forecasting breaks most models because they optimize for accuracy instead of impact. Here is how a multi-head Transformer, the Generalized Pareto Distribution, and the True Skill Statistic model the tail, with solar flares as the running example.

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Development, Front-end

WebAssembly in the Browser: compile C and run it

Run C code in the browser with WebAssembly, no local toolchain required. This walkthrough uses GitHub Codespaces and Emscripten to compile and run your first WASM app, then wires it to JavaScript.

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Core Updates, Development, Gutenberg

Why WordPress 7.0 RTC was pulled

WordPress 7.0 RTC has been pulled from the release. Race conditions and TTFB regressions from bypassed persistent caching drove the call, and RC3 now moves back toward a beta state while the core team focuses on stability.

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AI, Development

How I built a persistent Claude Code knowledge base

How I stopped re-explaining my projects to Claude every session. I keep a persistent knowledge base built from CLAUDE.md rules and a custom skill, and a nightly cron job keeps it current.

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Core Updates, Development

WooCommerce REST API now rejects invalid order IDs

In WooCommerce 10.8 the REST API stops silently turning non-order IDs, like subscriptions, into plain orders. It now returns a 400 instead. Here is what breaks and how to route subscription requests correctly.

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Development, E-commerce Development

Batch or stream: choosing a WordPress data processing strategy

Not every task needs to run in real time. Here is how I decide between batch and stream for a WordPress data processing strategy, and how Action Scheduler keeps heavy WooCommerce work off the checkout path.

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Development, E-commerce Development

Apache Flink architecture for real-time WordPress data

How Apache Flink treats batch as a special case of streaming, and how to wire a WooCommerce store into a Flink pipeline for real-time recommendations instead of nightly cron jobs.

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Core Updates, Development

How local-first web development actually works

Why I went local-first after an app died on hotel Wi-Fi: keep data on the device with SQLite in the browser, sync in the background, and resolve conflicts without overwriting what users typed.

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AI, Bug Fixing, Development

AI agent security and the four attack surfaces

The four places an autonomous agent gets attacked (prompt, tools, memory, and the planning loop) and how to lock down a WordPress and PHP backend with least privilege, schema validation, and reasoning logs.

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Development, E-commerce Development

Why supply chain data silos leave shelves empty

A fashion retailer updated a forecast on a Tuesday and the supply team saw it eleven days later, after the factory lead time had expired. Here is where that delay comes from and what integrated business planning changes about it.

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