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Webwright: Why AI Web Agents Should Write Code, Not Click

Microsoft Research's Webwright lets AI web agents write command-line programs instead of clicking through tasks, boosting the same GPT-5.4 model's success rate on long-horizon tasks from 33.5% to 60.1%. The approach leaves reusable command-line tools rather than click traces, as reported by Towards Data Science.

read1 min views5 publishedAug 17, 2026
Webwright: Why AI Web Agents Should Write Code, Not Click
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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.

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