How We Stop AI Agents from Going Rogue Inside WordPress (Spin Detection, Token Budgets, and Checkpoints)

If you've ever built an AI agent that interacts with a real system — not a chatbot, an agent that reads data, makes decisions, and executes actions — you know the terrifying moment when it starts looping. It reads a post. Tries to edit it. Gets an unexpected response. Reads the same post again. Tries the same edit. Gets the same response. Burns through $4 of API tokens in 30 seconds doing absolutely nothing useful. We hit this problem building PressArk , an AI co-pilot that lives inside the WordPress admin dashboard. Users chat with it to manage their entire site: edit content, run SEO audits, manage WooCommerce products, scan for security issues — all through natural language. The agent has access to 200+ tools across content, SEO, security, WooCommerce, and Elementor. It runs inside a real production WordPress environment with real user data. Getting safety right isn't optional — it's existential. Here's what we built to keep the agent under control. Problem 1: The Spin Cycle AI agen