Hey everyone

I built Retrolien a free backlink research tool for people doing SEO/link-building outreach.

The problem I kept running into: most backlink tools/directories dump thousands of random links with no way to know if they're relevant to your niche or even still active. You end up wasting hours filtering noise before you can even start outreach.

I spent most of last year getting a multi-agent AI system into actual production at a European bank. Real transactions, not a sandbox.

Accuracy wasn't the issue. Auditability nearly killed us. Banks don't ask "is it right" they ask "can you show a regulator exactly why it did that." We rebuilt half the product around this after the first compliance review.

Also... nobody mentions that the orchestration takes longer than the model itself. Fallbacks, confidence handling, who reviews edge cases at 11pm. The LLM part was maybe 20% of the work.

And pricing. They want fixed costs, you have variable inference costs. That contract conversation took longer than building the thing. Solve that before you get to legal.

Email for one thing. Chat for another. Docs somewhere else. Tasks in a different app. A CRM you barely check. a dashboard for the numbers nobody looks at until month-end.

You are not working anymore, you are doing tab archaeology, digging through six apps to find the one message that had the answer.

We got tired of it too. So we built Unified Orbis, one workspace where chat, tasks, epics, sprints, kanban boards, docs and calendar actually live together instead of sitting in separate silos pretending to be a stack. Orbis ai sits underneath all of it, seeing the whole picture instead of just whatever app happens to be open.

Hey Product Hunt!

I m Scott, the solo iOS developer behind Retrieve.

I launched Villix, a free iPhone app for people who want to understand their spending beyond just totals and
categories.

The app lets you:

• Track bank and manual transactions

• Scan receipts and attach them to purchases

• Mark purchases as Worth It or Regret

• Add notes to understand why you bought something

• Track recurring spending and subscriptions

• Split expenses with others

• Search receipt items on a local map to compare prices nearby

the app listens to upi payment notifications and automatically add them to them as expenses or income, the data is stored locally and the app does not connect to the internet, so no data is being collected and sent, it also has features to split bill with nearby devices of using bluetooth, creating an group audience i.e. if one person uses the app it's highly likely for him to refer others. it send an immediate notification to adress the description and category of each transaction so u never skip a bill. I want know if this is something actually fun or basic bs that no one cares about, any comment or opinion will definitely help a lot. this is the ui of the app. going for a straight forward just what u need right where u need it vibe.

I kept running into the same problem when using AI to think through startup ideas.

I'd ask:

One thing I kept running into while building UploadPack was how much effort creators can invest before they know whether an idea has much evidence behind it.

Research, competitors, positioning, titles, thumbnails it can easily become hours of work before production even starts.