Zapier builds Agent Arm Runner for Claude Code

Zapier engineers built an experimental test harness to observe how AI agents interact with production and preview variants of web pages while holding URLs constant. The tests revealed that Markdown mirrors are already actively consumed in agent request paths, and that intermediary models process fetched content using distinct instruction layers before it reaches the calling model. Open article →