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Development, Gutenberg

How Gutenberg Guidelines store editorial rules in 22.7

Gutenberg 22.7 puts editorial rules in the database instead of a forgotten PDF. A look at the wp_content_guideline post type, the REST endpoints, and what a persistent rule set gives an AI assistant.

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AI, AI in WordPress, Development

How to make Claude Code remember its own mistakes

Claude Code forgets everything when the session ends. The setup I use: a post-mortem command that writes to CLAUDE.md, skill files for the quirks of the stack, and a daily pass over the logs.

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AI, Development

Vibe coding a podcast app in a weekend, and what it costs

PodClip was built over a weekend with Replit: Spotify OAuth, Whisper transcription, Postgres. The scaffolding held up. The Spotify playback limits and the transcription costs are where a human had to step in.

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AI, AI in WordPress, Development

Agentic RAG failure is a loop bug with a bigger bill

Agentic loops fail quietly: the same query retried with new wording, retries with no circuit breaker, a context window full of raw JSON. Three patterns, how to measure them, and a PHP budget gatekeeper.

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AI in WordPress, Core Updates, Development

How WordPress Playground MCP connects AI agents to your site

WordPress Playground MCP connects Claude Code or Gemini CLI to a Playground instance running in your browser. The agent reads files, runs PHP and queries the database itself, which cuts out most of the copy-paste during plugin testing and debugging.

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AI, AI in WordPress, Development

How OpenAI prompt caching actually cuts your token bill

OpenAI prompt caching takes 90% off repeated tokens, but only for prefixes over 1,024 tokens and only when the static part of your prompt comes first. Here is a Python example plus the ordering mistake that kills cache hits.

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Core Updates, Development

How the Client-Side Abilities API works in WordPress 7.0

WordPress 7.0 ships the Client-Side Abilities API, which gives JavaScript, browser agents and AI tools one way to call server-registered logic. This covers both packages, registering an ability with JSON Schema validation, and handling permission errors.

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AI, AI in WordPress, Development

Plugin Directory MCP Server: submit plugins from your IDE

WordPress.org now runs an MCP server for the Plugin Directory. It lets AI editors like Cursor and Claude validate readme.txt, check submission status, and submit plugins without leaving the editor.

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AI, Development

Nonlinear constrained optimization with PWL approximations

How to linearize a nonlinear objective with piecewise linear approximations, keep the segments adjacent using SOS type 2, and hand the result to an ordinary LP/MIP solver like Gurobi.

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AI, Core Updates, Development

WordPress MCP AI agents can now write to your site

WordPress.com has added 19 write abilities to its MCP integration, so an agent can create posts, pages, media and terms. Drafts by default, explicit approval before every change, and your own role still caps what it can reach.

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