# Webwright: Why AI Web Agents Should Write Code, Not Click > Source: > Published: 2026-08-17 16:30:00+00:00 # Webwright: Why AI Web Agents Should Write Code, Not Click For years, web agents have worked one click at a time—and often fallen apart on long tasks. Microsoft Research’s Webwright makes a different bet: give the model a terminal and let it write the program instead. On long-horizon tasks, the same GPT-5.4 model jumps from 33.5% to 60.1% success. And inste For years, web agents have worked one click at a time—and often fallen apart on long tasks. Microsoft Research’s Webwright makes a different bet: give the model a terminal and let it write the program instead. On long-horizon tasks, the same GPT-5.4 model jumps from 33.5% to 60.1% success. And instead of leaving behind a click trace, it leaves something you can actually use again: a command-line tool. The post Webwright: Why AI Web Agents Should Write Code, Not Click appeared first on Towards Data Science. ## Key Takeaways - •For years, web agents have worked one click at a time—and often fallen apart on long tasks - •This story was reported by **Towards Data Science**, covering developments in the** newsletter**space. - •AI advancements continue to reshape industries — read the full article on Towards Data Science for complete coverage. 📖 Continue reading the full article: [Read Full Article on Towards Data Science →](https://towardsdatascience.com/webwright-why-ai-web-agents-should-write-code-not-click/)