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Building Lumra: Organizing AI Prompts the Smart Way

Hey Indie Hackers 👋

I’ve been working on AI projects for a while, and one thing kept frustrating me: managing prompts. They were scattered across docs, browser tabs, notes—you name it. Lost versions, forgotten tweaks, endless confusion.

That frustration sparked Lumra. My goal: a tool where prompts are organized, versioned, and shareable, whether you’re working solo or in a team.

We’re still in the early stages, but here’s what I’ve learned so far building Lumra:
1. Start simple – focus on the core problem first: keeping prompts manageable.
2. Think ahead – structure your data and workflows so they can scale without redoing everything.
3. Use it yourself – nothing shows bugs and UX gaps like actually using your own product.

We’re building in public, and the journey is just as exciting as the product itself. I can’t wait to share development updates, lessons learned, and eventually, the launch with this community.

If managing your AI prompts sounds like a headache you’d like solved—or if you’re just curious—you can join the waitlist here: https://lumra.orionthcomp.tech

Would love to hear from other founders: how do you tackle building tools that solve your own workflow pain points?

on November 1, 2025
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    Organizing prompts in a way that actually reduces friction is a real productivity multiplier.

    At this stage, what’s the one user behavior you’re tracking to know your system is actually making prompt workflows easier — repeat saves, retrieval speed, or fewer abandoned prompt drafts?

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      Repeat reuse.
      When users consistently return to the same prompts and refine them instead of rewriting from scratch, it’s a strong signal that friction is actually reduced.

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        That’s a strong signal.

        One nuance I’ve found useful is how prompts are reused — pure reuse vs reuse-after-small-edits.

        When users make minor refinements instead of large rewrites, it usually means the prompt is becoming an asset, not just storage.

        Sounds like you’re tracking the right behavior.