Practical guides for the AI-native stack
MCP integrations, WordPress automation, AI governance — written from building these systems ourselves.
WordPress 7.0 AI: What Site Owners Need to Know
WordPress 7.0 ships native AI in mid-to-late May 2026. One API key powers every plugin — but there are no per-plugin spending caps, no audit trail, and keys are stored without encryption. Here is what to do before you enable it.
WordPress AI Cost Calculator: What Will WordPress 7.0's AI Features Really Cost You?
Free interactive calculator — estimate the monthly API cost of chatbots, product descriptions, alt text, and other AI features on WordPress 7.0, per plugin and per model, at June 2026 list prices.
How the WordPress 7.0 AI Hard Stop Actually Works (wp_ai_client_prevent_prompt, Explained)
WordPress 7.0 ships a filter that can block any AI call before it reaches your provider: wp_ai_client_prevent_prompt. Here's exactly how it works, what blocked plugins see, how to use it yourself — and what it takes to turn it into real budget enforcement.
Free Plugin: See Exactly Which WordPress Plugins Are Spending Your AI Budget
AI Spend Monitor is out — a free, zero-config plugin that turns WordPress 7.0's shared AI key into a per-plugin cost dashboard. And for sites that need more than visibility, AI Spend Governance adds budgets and a hard stop.
Which WordPress Plugin Caused My AI Bill? A 5-Minute Diagnosis
Your OpenAI, Anthropic, or Gemini invoice jumped and you run WordPress 7.0. Here's how to find the exact plugin responsible — in about five minutes, with a free tool.
WordPress 7.0 Abilities API: Building Your First AI-Enabled Plugin
A step-by-step tutorial for WordPress plugin developers: register an Ability, expose it via the MCP Adapter, and test it with Claude Desktop. Your plugin becomes an AI tool in minutes.
5 WordPress Tasks You Can Now Delegate to an AI Agent
Publishing posts, updating product listings, managing stock, fixing metadata, reviewing activity — these are real WordPress tasks you can hand off to an AI agent today.
What Is the AI Spend Governance?
AI agents can write posts, update products, and manage your WordPress site. The AI Spend Governance is how you decide exactly what they can and cannot do — and keep a record of everything they touch.
WordPress AI Client Budget Guide: wp_ai_client_prevent_prompt Explained
A developer reference for using wp_ai_client_prevent_prompt to intercept AI calls in WordPress 7.0 — and why you still need a proper budget enforcement layer on top of it.
WordPress 7.0 AI: What Site Owners Need to Know
WordPress 7.0 ships native AI in mid-to-late May 2026. One API key powers every plugin — but there are no per-plugin spending caps, no audit trail, and keys are stored without encryption. Here is what to do before you enable it.