Roger Marsh

Builder who loves turning repetitive work into systems

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Hey everyone 👋

I'm a developer/operator who spends a lot of time thinking about automation, workflows, AI tooling, and how to reduce repetitive work without creating fragile systems in the process.

Most of my recent work has been around developer tools, data workflows, and helping teams save time on the boring operational stuff that quietly eats hours every week.

I'm especially interested in:

  • AI workflows that are actually useful in day-to-day work

  • Automation without massive complexity

  • Product ideas hidden inside annoying manual tasks

  • Reliability > hype

  • Small tools that compound over time

Always happy to connect with other builders, indie hackers, PMs, marketers, and engineers experimenting with new tools or weird workflows.

Would also love to know:
Whats one repetitive task you still wish someone would automate properly?

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Rian Robertson

Love this focus on practical automation!

One repetitive task I wish was automated: turning webpages into flashcards for real knowledge retention. That's why I built The Sponge...AI-powered flashcard app with a browser extension that handles it via spaced repetition.

Launching on PH soon...if you're up for it, would appreciate a follow (PRODUCT HUNT LAUNCH link in my profile).

Yaoshen Luo

Hi, Roger. I want to share you a real repetitive task. Daily, when I is on call, many users send me some issues on the product. Most of them is easy. But I need to cost so much time to query the session according to their sentences and figure out whether it is a bug and record the issues. I have no time to develop.