Automating Long-Form Content Translation in WordPress with Chunked AI Processing
php
dev.to
I built this plugin to solve a very specific WordPress problem: long WPML translation jobs tend to be the first thing to break when you try to automate them with AI. Short posts are easy. A 4,000 word article, a dense WooCommerce product page, or an Elementor layout with mixed HTML is where things get messy. Token limits, partial responses, broken markup, and stalled background jobs turn "automatic translation" into a manual cleanup task. My approach was to treat translation as a queue-driven