NativeBridge：透過AI自動化真實裝置上的行動裝置測試

NativeBridge

Automate mobile testing on real devices with AI

29 followers

Automate mobile testing on real devices with AI

29 followers

What do you think? …

NativeBridge

👋 Hey Product Hunt! Sahil here, founder of NativeBridge.

For the past 14 months, we’ve been building NativeBridge around a simple belief: mobile testing should reflect how users actually experience apps.

This matters now more than ever. Mobile apps today run on thousands of device variants, unstable networks, and performance-sensitive hardware - yet testing workflows are still slow, script-heavy, and disconnected from real-world usage. As teams ship faster and apps get more complex, this gap is only getting wider.

NativeBridge is our attempt to close that gap:

Start testing on real Android & iOS devices in seconds, without setup or infra headaches 📱

Manually test and collaborate as if you’re holding the phone without passing devices, screenshots, or long feedback loops 🚀

Describe a flow in plain English and let AI generate automated tests in Maestro and Appium 🤖

Catch real-device performance issues early including crashes, slow screens, FPS drops, CPU & battery problems 💨

Share a single Magic Link for every app version bringing builds, tests, and feedback all in one place ✨

This launch represents 14 months of iteration, hard infra work, and countless conversations with developers and QA teams. Today, we’re excited to finally put it in front of the community and learn from your feedback.

If you build or ship mobile apps, we’d love to hear how your team approaches testing today and where the pain really is. We’ll be here all day answering questions and learning from you.

• Sahil

@sahil_choudhary22 This is a really useful product for mobile app developers. Too often, teams focus heavily on the web side while mobile testing remains under-invested and hard to get right.

App testing has a steep learning curve it takes significant time just to learn the basics, and that barrier often slows down both development and hiring early on. NativeBridge does a good job of reducing that friction and saving developers time by making real-device testing accessible and practical.

I’ll be doing a quick security-focused review as well and will share any observations if there’s anything worth discussing or improving.

PicWish

@sahil_choudhary22 My question is on the backend: are these bare metal devices or are you virtualizing on top of real hardware to handle the concurrency?

NativeBridge

@mohsinproduct Great question. We support both real physical devices and emulators, depending on the use case.

Under the hood, real-device sessions run on actual Android & iOS hardware (not OS-level virtualization), with a thin control layer for scheduling and concurrency. Emulators are used where speed or scale makes more sense, but anything performance or behavior-sensitive runs on real devices.

Sharing an image from our early days building NativeBridge with real phones wired directly to our servers. The infrastructure has evolved since, but the principle has stayed the same: real devices where it matters, emulation where it’s sufficient.

Happy to dive deeper if useful 👍

AutoFlow Studio

Hey Product Hunt! 👋 Himanshu here, founding engineer at NativeBridge.

The past 14 months have been quite a ride. Alongside @sahil_choudhary22 and my teammates @anushka_bhandari and @bhavish_mayyar , we have been obsessing over one thing making mobile testing feel effortless.

If you have ever waited forever for a device to free up, juggled screenshots and screen recordings just to file a bug, or spent more time writing test scripts than actually testing yeah, we have been there too 😅 That's exactly why we built NativeBridge.

What I'm most excited about with this launch: real Android and iOS devices ready in seconds 📱, Magic Links that get your whole team on the same page ✨, and AI that turns plain English into working automated tests. No setup drama, no context-switching, no more "it worked on my device" conversations.

We have learned a ton from early chats with dev and QA teams, and today we are excited to hear from this community.

What's the biggest pain point in your mobile testing workflow? We're around all day would love to hear what's frustrating you 🙌

NativeBridge

Hey Product Hunt! 👋

Manisha here. I work on solutions and growth at NativeBridge, and spend most of my time listening to teams building and shipping mobile apps.

What I hear most often isn’t about missing features, it’s about friction. Waiting for devices to free up, second-guessing test results, and stitching together screenshots or recordings just to explain a bug. Right before release, many teams end up asking: are we confident enough to ship this?

NativeBridge is built to reduce that friction. Real devices available instantly, automation that’s easier to work with, clear performance signals, and one Magic Link that keeps everyone aligned. The goal is simple: make mobile testing feel calmer, clearer, and closer to how users actually experience the app.

If you’re shipping mobile apps, what usually causes the most stress right before a release? I’ll be here all day and happy to chat.

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