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Tag: APIs

Core Updates, Development

WordPress 7.0 release: the Presence API and RC3 testing

WordPress 7.0 lands May 20, 2026, and RC3 on May 8 is now being treated as the new Beta 1. The experimental Presence API gets its own wp_presence table with a 60-second TTL for tracking who is editing what.

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AI, Development

Intent-based chaos engineering for WordPress resilience

Most WordPress resilience testing is refreshing the checkout page and hoping. Intent-based chaos engineering starts from a stated hypothesis about behavior instead, with fallback paths around external calls and abort signals tied to checkout completion rather than p99 latency.

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AI, Development

Ghost database for AI: why agents need throwaway Postgres

Ghost is an agent-first Postgres platform. Notes from using its MCP server and database forking to let AI agents test schema changes and index strategies without touching a shared staging database.

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AI, Development

Credit scoring model stability: monotonicity and PSI in Python

A credit model can score well and still fall apart in production if its variables drift. Two checks before estimation: whether each variable holds a consistent risk direction, and what PSI says about distribution shifts between datasets.

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Development, Front-end

Native CSS randomness: random() instead of JavaScript hacks

CSS Values Level 5 adds random() and random-item(), which the browser resolves at render time. Why that beats Sass build-time randomization, PHP inline styles and Math.random() for scattered layouts and varying animation delays.

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AI, Development

Multimodal RAG without the multimodal embeddings

Multimodal RAG usually fails at retrieval, not at vision. I walk through the proxy-pointer approach: parse a document into a section tree, keep image pointers on each node, and retrieve whole sections instead of sliding-window chunks.

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AI, Development

Calling Rust from Python when a loop will not vectorize

Some loops will not vectorize, and Python object overhead eats whatever is left. Here is how PyO3 and Maturin let you move a hot loop into Rust, how Rayon uses the rest of your cores, and what the throughput looks like afterwards.

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Design, Development

Serving high-resolution desktop wallpapers without tanking LCP

Notes on serving high-resolution desktop wallpapers from WordPress without wrecking load times: what sub-size generation costs you, why lazy loading hurts a hero image, and where a CDN belongs.

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Development, Front-end

Polyfilling the ::nth-letter selector with a JavaScript shim

The ::nth-letter selector still is not in any browser, and hand-wrapping every character in a span wrecks the DOM. A shim that rewrites the raw CSS into :nth-child and lets SplitText handle the markup and the ARIA.

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Development

Declarative data pipelines: we swapped PySpark for YAML

Analysts waiting three weeks on an engineer for one metric is a tooling problem. Here is the dlt, dbt and Trino setup we used to move pipeline building into YAML and SQL, what it cost, and where it still falls short.

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