Opsis: AI QA & bug detection for vibe coders
Ship it. Opsis makes sure it works.
What this is
An AI QA layer for AI-generated ('vibe coded') apps that monitors real user sessions, automatically catches bugs, proves each issue with video, and generates a fix ready to paste into your editor.
Our one-line summary — not the founder’s tagline.
- How it works
- Monitors real user sessions in the background, catches bugs automatically, records video proof, and generates a paste-ready fix, without a QA team or test scripts.
- Best for
- Solo builders, agencies, and small teams shipping AI-generated apps who don't have a dedicated QA team.
What we measured
Nobody else publishes this — it comes from knocking on the door every day.
- Watched by us
- 11 days
- Last checked
- 4d ago
Where it shows up
Every group here is a page of its own — each one checked daily.
The numbersIs it still shipping, is it overpriced, where did it land — and what the price is built from.
League price & chart
No money. No seat. It goes on your record — and in 28 days reality settles it.
Calls are closed while we rebuild accounts. You can still read every one of them.
AI. Launched 11d ago on Product Hunt, picking up 5 votes. Today, the site itself changed 6d ago — evidence it's still shipping, not just announcing.
Quiet for 5 days — no penalty yet, but quiet doesn't stay free.
We check this site every day, ourselves. A founder can post “still working on it” — a claim like that doesn't price. What we price is what we can verify from the outside: evidence, not announcements. The real question isn't “will this be huge?” — it's “will they still be moving in four weeks?”
The market viewHow this launch is priced and ranked in our league — the investor side of the page.
ranked by the reality anchor, not the market price
It launched on Product Hunt with 5 votes. It also showed up on 1 other board — but didn't place well enough on any of them, so none of them add to the price. Listing on twelve directories is free; placing well on them isn't.
No matter how much money goes in. There is no pump here — you can't make yourself right by buying more. The line only moves on things that actually happened: an award, revenue that grew, a new platform, code that shipped — or silence.
1 quiet day in between are left out — nothing happened on them. A launch that goes quiet eases down a little at a time — never a cliff you could have run from the night before.
How the launch is moving on its own board, day by day — the crowd's attention.
A flat line is normal: votes stop within a day or two of launch, on every board. What's unusual — and what actually counts — is a launch that keeps pulling votes long after its day is over.
About
Opsis is the AI QA layer for vibe coded apps. It monitors real user sessions in the background, catches bugs automatically, proves each issue with video, and gives you a fix ready to paste into your editor. No QA team or test scripts required, just faster and safer shipping for solo builders, agencies, and small teams.
Where it launched
2 platformsThe board it did best on sets the price. Every other board only adds to it if the launch also placed high on that board too — because just showing up somewhere isn't an achievement. Listing on twelve directories is free; placing well on them isn't.
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