See the plan. Approve it. Watch it execute. SurgeFlow turns browser chaos into transparent automation across multiple tabs. Research, shopping, job applications—all with one command. Works in your browser—no need to download or install a new one.
The "no learning curve" claim is real. I had my non-technical co-founder test it, and she automated her report compilation without any guidance. Big win for team adoption. Are you considering a team dashboard to manage workflows?
@sandy_liusy Thanks so much for the kind congrats and awesome feedback! 🎉 We totally agree—browser-native + natural language is exactly the sweet spot we were chasing. So much work happens right in the browser, and we hated how most automation tools force you to jump between platforms or learn code.
It means the world that you see the vision! We’re still in beta and iterating fast—would love to hear if there’s any specific workflow you’d want us to nail next. Thanks again for cheering us on—we really appreciate the support! 🙏
@sandy_liusy Thanks, Sandy! Love to hear your feedback!
Report
SurgeFlow sounds like a game-changer for anyone tired of the browser-tab chaos! 🚀 As someone who juggles multiple tabs for research, social media, and data tracking, the "no setup, just talk" approach is super appealing. Quick question for the makers: How does SurgeFlow handle variations in website layouts (e.g., a dashboard that updates its UI)? Can it adapt to those changes without manual reconfiguration, or is there a way to "train" it for specific pages?
@pany_ai Hi Yu Pan! Thanks so much for the kind words—we’re thrilled you see the value in solving tab chaos, and totally get why the “no setup, just talk” approach clicks for folks juggling research/social/data tabs! 🚀
Great question about dynamic website layouts—this is where SurgeFlow’s core tech really sets it apart from traditional automation tools:
✅ Human-like recognition (not rigid rules): Instead of relying on traditional rule engines (which break when UI changes—e.g., a button’s ID or class name updates), SurgeFlow uses large language models (LLMs) with both visual and text understanding capabilities. It “sees” the page like a human (via computer vision) and “understands” what each element does (e.g., “this is the data export button, even if it’s moved or renamed”)—not just what it’s labeled in code.
Curious—do you have a specific dashboard/website with frequent UI changes that you’d want to test drive? We’d love to show you how it adapts in real time! 🙏
Report
@rocsheh That’s really impressive — treating the UI as something to understand, not just target with brittle selectors, is exactly what most automation tools get wrong. The human-like visual + semantic approach makes a lot of sense for fast-changing dashboards.
ScaryStories Live
Surgeflow
@tonyabracadabra Thanks for your support!
恭喜推出，重心放在固有的工作流程，不下载不相关的内容，自然语言赋能chrome 扩展，赞👍
Surgeflow
@linkmaster 感谢支持！让你浏览器直接变成AI浏览器！
Magicam
Cool tool! Congrats!
Surgeflow
@arthur_winston3 Thanks for your support!
FastMoss
Amazzzzzzing Product！！Great team！
Surgeflow
@gideon_ge Thanks for your support!
CodeBanana
The "no learning curve" claim is real. I had my non-technical co-founder test it, and she automated her report compilation without any guidance. Big win for team adoption. Are you considering a team dashboard to manage workflows?
Surgeflow
@ivychen01 That's a good idea, Ivy! Let me think about how to manage workflow for team.
Congrats on the launch! 🎉
Browser-native automation via natural language feels like the right direction
Surgeflow
@sandy_liusy Thanks so much for the kind congrats and awesome feedback! 🎉 We totally agree—browser-native + natural language is exactly the sweet spot we were chasing. So much work happens right in the browser, and we hated how most automation tools force you to jump between platforms or learn code.
It means the world that you see the vision! We’re still in beta and iterating fast—would love to hear if there’s any specific workflow you’d want us to nail next. Thanks again for cheering us on—we really appreciate the support! 🙏
Tate-A-Tate
@sandy_liusy Thanks, Sandy! Love to hear your feedback!
SurgeFlow sounds like a game-changer for anyone tired of the browser-tab chaos! 🚀 As someone who juggles multiple tabs for research, social media, and data tracking, the "no setup, just talk" approach is super appealing. Quick question for the makers: How does SurgeFlow handle variations in website layouts (e.g., a dashboard that updates its UI)? Can it adapt to those changes without manual reconfiguration, or is there a way to "train" it for specific pages?
Surgeflow
@pany_ai Hi Yu Pan! Thanks so much for the kind words—we’re thrilled you see the value in solving tab chaos, and totally get why the “no setup, just talk” approach clicks for folks juggling research/social/data tabs! 🚀
Great question about dynamic website layouts—this is where SurgeFlow’s core tech really sets it apart from traditional automation tools:
✅ Human-like recognition (not rigid rules): Instead of relying on traditional rule engines (which break when UI changes—e.g., a button’s ID or class name updates), SurgeFlow uses large language models (LLMs) with both visual and text understanding capabilities. It “sees” the page like a human (via computer vision) and “understands” what each element does (e.g., “this is the data export button, even if it’s moved or renamed”)—not just what it’s labeled in code.
Curious—do you have a specific dashboard/website with frequent UI changes that you’d want to test drive? We’d love to show you how it adapts in real time! 🙏
@rocsheh That’s really impressive — treating the UI as something to understand, not just target with brittle selectors, is exactly what most automation tools get wrong. The human-like visual + semantic approach makes a lot of sense for fast-changing dashboards.