Midscene
Test apps like with human's hands and eyes
This is 1 of 263 launches in embodied AI and robotics systems — see how it stacks up on momentum and crowding →
49 other launches read as similar to this one →
Details
- External ID
- 1266382
- Source
- PH
- Company
- —
- Product
- Midscene
- Website domain
- producthunt.com
- Launched
- Oct. 2, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.3309652131308182
- Tags
- User Experience, Developer Tools, Artificial Intelligence, GitHub
- Fetched at
- Oct. 4, 2026, 1:01 a.m.
- Updated at
- Oct. 4, 2026, 1:01 a.m.
Description
No more struggling with UI element detection. AI-powered, vision-driven UI automation for every platform, apps too. Test apps like with human's hands and eyes. 1. Test and automate with natural language across web, mobile, and desktop 2. One unified API and test suite — the same way on every platform 3. Reaches what selectors cannot — unlabeled elements, canvas, native apps, and cross-origin frames
Enrichment
- Theme
- embodied AI and robotics systems
- Vertical
- Horizontal
- Function
- Dev tools
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- visual ui testing tool for developers
- Manually corrected
- False
Could you build this?
Partial The tool requires reliable cross-platform vision-driven agentic testing (Web, iOS, Android, Desktop) using multimodal LLMs paired with coordinate mapping, OS-level driver accessibility trees, and robust self-healing test execution.
What it would actually take: A viable engine requires integrating visual grounding models (e.g., OmniParser, custom fine-tuned UI vision models) with OS accessibility APIs and driver protocols (CDP/Playwright for web, UIAutomator/XCUITest via Appium for mobile, and desktop accessibility frameworks). The key technical hurdle is achieving deterministic, low-latency element bounding box recognition and error recovery across arbitrary visual layouts without flake.
Competitors
Other products that read as similar to this one — 49 launches clear the similarity bar, closest 8 shown.
Attention rank: #34 of 50 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 337 days after the earliest competitor.
- Drawgle · ph · 2026-10-05 · 3 upvotes · similarity 0.41
- TesterArmy: Test your app with natural language · yc · 2026-05-26 · 95 upvotes · similarity 0.41
- FuguUX · hn · 2026-05-31 · 9 upvotes · similarity 0.38
- ui-lab · github · 2026-09-22 · 52 upvotes · similarity 0.37
- Clariti · ph · 2026-10-01 · 2 upvotes · similarity 0.36
- ui · github · 2026-09-10 · 13 upvotes · similarity 0.35
- pangram-ai-detector-alternatives · github · 2026-09-21 · 16 upvotes · similarity 0.35
- canggu · github · 2026-09-27 · 16 upvotes · similarity 0.35
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a dev tools tool for Sales yet.