Dashboards answer what happened and leave the acting to you. Decision intelligence systems recommend the action instead, which only works if the WooCommerce data feeding them is clean and consistently defined.
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.
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.
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.
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.
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.
WordPress 7.0 RC1 adds the AI Connectors screen and turns on real-time collaboration, with over 134 changes since Beta 5. Here is what to test on staging before the April 9 release, including the RTC constant and the polling load it brings.
The latest AI Contributor meeting covered the global off switch for WordPress 7.0, whether the MCP adapter ships standalone or bundled, and image editing graduating to a core feature. Here is what each of those decisions means for your sites.
Offline evaluation for LLM agents: routing accuracy, LLM-as-judge scoring, and RAG faithfulness, plus the quality gate I use to block a deploy when the scores come in under threshold.
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.