#1
Sup everyone,

If you're still relying on LDPlayer, Memu, or tweaked browser fingerprints in 2026, you're already behind. TikTok, IG, and modern banking apps are instantly flagging software-based WebGL and Canvas spoofing.

To bypass this completely, you need real hardware. I'm open-sourcing my orchestration framework designed specifically to control real Android Cloud Phones at scale. No more managing messy physical phone walls or dealing with shadowbans.

? **The Source Code:** https://github.com/multilogin-labs/Cloud-Phone
*(If this saves your accounts, drop a Star ⭐ on the repo)*

? **What this framework actually does:**
- 100% Native App Bypass: Runs on real ARM hardware in the cloud, passing SafetyNet and advanced device integrity checks out of the box.
- AI-Driven Actions: Forget hardcoded Appium coordinates. It uses Vision AI to "see" the screen and swipe/tap like an actual human.
- Swarm Deployment: Provision, command, and kill 10 to 50+ nodes directly from your CLI.

⚠️ **Infrastructure Note:** This repo is the core orchestrator. You will need to plug in your own Cloud Phone provider API (Multilogin, AWS Device Farm, etc.) in the `config.yaml` to provision the actual hardware devices.

Clone it, read the docs, and scale your operations properly.

Drop a reply if you hit any bugs or if you want me to upload the TikTok auto-warmup scripts next. Keep grinding! ✌️