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Tag: APIs

AI, Development

Bayesian thinking: your intuition was not the problem

A single noisy A/B test made a client drop a feature that was working. Bayesian thinking is the correction: write down what you believed before the data arrived, then update it. Includes the mammogram problem and a five-step checklist.

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AI, Development

Building a Claude Code Skill that actually triggers

I moved a 500-line prompt into a Claude Code Skill and stopped re-pasting it every morning. This covers the three loading stages, how to write a description Claude will act on, and the three implementation patterns.

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AI, Development

The 2026 data mandate and your governance architecture

Grace periods for the EU AI Act and the Cyber Resilience Act run out in 2026, which moves data governance out of the legal team and into the server room. What that means for provenance, SBOMs and brittle pipelines.

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AI, Development

Agentic RAG: why vector search misses exact IDs

Vector search handles synonyms well and loses exact identifiers. Notes on pairing BM25 with vector retrieval, merging both with rank fusion, and letting the agent retry when the results come back empty.

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Development

The WordPress plugins team needs more reviewers

Plugin submissions climbed from 150 a week in 2024 to more than 500 in 2026, and the review queue is staffed by volunteers. What the job involves, and the 27 March 2026 application deadline.

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Design, Development, Front-end

Styling a native select with the Customizable Select API

Chromium made the native select element styleable. This walks through appearance: base-select, the ::picker pseudo-element, sibling-index() for per-option maths, and the anchor positioning that makes a radial picker possible, without giving up keyboard support.

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AI, AI in WordPress, Development

Building an AI application is mostly infrastructure work

Building an AI application is mostly plumbing: keys kept out of the repo, a plan for 429 responses, and a chunking engine for anything longer than the token limit. Notes on what keeps an AI feature running once it leaves your laptop.

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Design, Development, Front-end

Modern CSS features that replaced my JavaScript hacks

A pass through the CSS landing in browsers now: random() and random-item(), clip-path folded corners, the containing-block catch in anchor positioning, and tabular-nums for WooCommerce dashboards that refuse to sit still.

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Development, E-commerce Development

Why your A/B test winners are usually noise

Peeking at results, skipping the power calculation and tracking twenty metrics turn most A/B tests into noise. Here is the pre-test protocol I use on WordPress and WooCommerce sites, plus the short checklist I run before starting a test.

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Development, Front-end

Replacing Moment.js with the native JS Temporal API

Moment.js is in maintenance mode and still costs you bundle size. The JS Temporal API is native, immutable and Stage 4, so this walks through creating dates, arithmetic, Intl formatting and a time zone refactor in a WooCommerce extension.

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