signal.noise filtered.
Field notes, deep dives, and release notes from the team building real-device cloud phones.
showing 58 of 58 posts
Is it safe to let an AI agent control a phone?
Is it safe to let an AI agent control your phone? Explore mobile automation risks, prompt injection, device isolation and ways to give AI agents a safer environment.
How do AI agents stay logged in between runs?
Learn why AI agents need persistent environments to stay logged in, how session state works across browsers and mobile apps, and how persistent devices enable reliable mobile automation.
Why do AI agents get blocked?
Discover why AI agents get blocked by websites and mobile apps, how device environments and anti-bot systems affect automation, and how real mobile devices enable more reliable AI agent workflows.
How does an AI agent get past phone verification and 2FA?
Learn why AI agents need their own identity, including phone numbers, email addresses, authentication tools and persistent devices, to access apps and services independently.
Why can't my AI agent use mobile apps?
Not all agents are capable of using a real mobile device, introducing matix.ai, infrastructure that allows your ai agent to work on a real mobile device.
Why Mobile Is the Hardest and Most Valuable Environment for Computer-Use Agents
Mobile environment is becoming an important part for computer-use agents as the agents stuck and get blocked by anti-bot detection system. Here's more in this blog.
Best iOS Automation Tools in 2026: 5 Options Compared
There are a lot of tools which claim they can automate iphones, and here we compared all of these famous tools to see which one really works irl.
We Gave Grok Bot Access to a Mobile| Here's How
You can give your Grokbot access to a mobile and it takes les than a minute. Let's see how you can do it easily without coding.
Multilogin vs Mobilerun: Which Platform Is Right for Your Workflow?
Let's discuss how Multilogin is different from Mobilerun. The blog covers different dimensions of the comparison.
Why AI Agents Keep Getting Blocked and What It Will Take to Fix It
IN this blog we will discuss why AI Agents Keep Getting Blocked and What It Will Take to Fix It
Giving an identity to the AI Agents
We've spent years making AI agents better at reasoning, now we are giving agents an identity.
How to run TypeSafe’s Jev : On real android phone with mobilerun
Typesafe's Jev can access a mobile using mobilerun. In this blog we will discuss how to run Jev on a real android phone with mobilerun.
How to Automate Facebook Marketplace in 2026 : Complete guide
Learn how to automate Facebook Marketplace using AI-powered mobile automation. Discover how to automate Marketplace searches, scrape listing data, find deals, monitor products, manage listings, and streamline repetitive workflows without relying on traditional APIs.
Reddit Marketing in 2026: How to Get It Right
Learn how to market effectively on Reddit, create community-first content, test different approaches, and automate repetitive workflows with Mobilerun.
Doubao vs Mobilerun: Detailed Comparison
Compare Doubao and Mobilerun across automation capabilities, real-device support, cloud execution, and AI agents to find the best platform for your needs.
How to Automate Mobile App QA Without Writing Scripts
Mobile applications are becoming more dynamic, AI-powered, and personalized. Static automation scripts struggle to keep pace with these changes. let's see how you can automate mobile app QA without writing scripts. Scripts
Mobilerun vs DuoPlus: Which Cloud Phone Platform Fits Your Workflow?
Both Mobilerun and DuoPlus put mobile devices in the cloud and let you automate them and both can run many social media accounts at scale with automation.
How to scrape data from an app without getting banned in 2026
Want to scrape data from apps without getting blocked? Learn how bot detection works and the techniques used to reduce bans and improve reliability.
WhatsApp automation on a real number, built for European teams
European business runs on WhatsApp, and the Business API does not cover the half of it. Run the real app on a real cloud number with an AI agent.
AI agents in mobile games: QA, playtesting and live-ops checks
Live-ops games ship content weekly and QA on real devices cannot keep up by hand. AI agents on a real device fleet run the funnel, the events and the store.
Automate Instagram lead generation using Mobilerun
Instagram could be your top source for lead generation, and now you can automate the process of lead generation on Instagram using Mobilerun
The phone farm is dead in 2026 - here's why
Racks of phones on USB hubs were the old way to run mobile workloads at scale. Renting real devices behind an API is the new one. The economics are not close.
How to Get Clients on LinkedIn Using mobilerun AI
Learn how to automate LinkedIn outreach with AI agents. Discover how to find prospects, personalize messages, manage follow-ups, and scale B2B outreach.
How to setup auto reply automation on whatsapp for your business
let's understand how you can run whatsapp automations without coding while using an old mobile device.
What is an AI Agent Phone?
You must have heard the term AI Agent phone, but what are they, and how are they different from other phones? Let's find out in this blog.
How to Automate Snapchat Using Your Personal Mobile
Automating snapchat on mobile requires an ai agent that can see your phone screen and take action inside the app.
Which one to choose - Emulators vs Real Devices
Lets understand which would suit your workflow best, an emulator or a real device.
How to Claim Your Free Personal Phone Slot on mobilerun AI
This is How you can Claim Your Free Personal Phone Slot on mobilerun AI and run automations on your mobile.
Automate LinkedIn networking and connection request management
Automate LinkedIn networking and connection request management using mobilerun ai agent. Automate linkedin on your mobile without coding.
How We Automated X (Twitter) With an AI Agent on a Real Phone
mobilerun allows you to run automation on your twitter account, just tell the agent what you want to do in plain english.
Intent beats Scripts: Mobile AI Agents vs RPA
Lets understand the Intent beats Scripts and see how Mobile AI Agents are different from RPA.
Best way to automate Instagram DMs for small businesses
Automating Instagram DM is a tricky process. If you run a small business on Instagram, your DMs are probably where most of your money actually happens.
Turn Your Phone Into an AI Agent using Claude
In this guide we cover how you can connect your mobile device with claude using mobilerun mobile harness.
How to automate TikTok with an AI agent
TikTok has no real API for daily work. Give an AI agent a real phone and let it post, triage comments and pull analytics while your account stays healthy
How agencies run 10+ client social accounts without shared logins
Shared logins and anti-detect browsers get client accounts locked. One real phone per client is the boring, durable fix. Here is how agencies set it up.
Creator ops on autopilot: posting, comments and the Monday report
Monetizing as a creator is an operations job. Give the checklist to an AI agent on a real phone: cross-posting, link checks, DM leads and analytics.
Automate your Vinted shop with an AI agent
Vinted has no seller API, and running a shop is pure grind. An AI agent on a real phone relists, answers buyers and tracks sales while you source.
Telegram automation: when the Bot API is not enough
Telegram's Bot API is excellent. It also cannot act as you. For member-level work on accounts you own, run the real app on a real phone.
Unlocking Mobile Apps for AI: The Droidrun Vision
We live our digital lives through mobile apps, yet for AI and automation, this vibrant ecosystem often remains a locked garden. Droidrun is building the infrastructure to bridge this gap.
Automate iPhone using Mobilerun AI - Guide
Browserbase vs Mobilerun : Detailed comparison
BrowserStack vs Mobilerun
At first glance, BrowserStack and Mobilerun can look like similar tools. But put them side by side and you can see they are quite different. One is built to test software. The other is built to operate it.
What are Mobilerun Cloud Phones
Cloud phones have become increasingly important as businesses, developers, QA teams, and automation platforms look for ways to run mobile applications remotely. In this blog, we will discuss what cloud phones are and how they work.
How to Automate Apps With No API
Mobilerun allows you to automate an app even if the app does not have an api. In this blog, we discuss how this actually works.
How to connect your mobile device to Mobilerun cloud
In this guide, we will take your through step-by-step process of connecting your personal mobile device to the mobilerun cloud.
Mobilerun vs Geelark: Choosing the Right Mobile Automation Platform
This article provides a side-by-side comparison between geelark vs mobilerun so you can select the platform that best fits your stack.
Achieving 91.4% on Android World: A New Approach to Mobile UI Automation
We achieved 91.4% accuracy on Android World by rethinking mobile automation from scratch. Discover how dynamic replanning beats rigid step-by-step plans.
How We Achieved State-of-the-Art Performance on AndroidWorld
Droidrun reaches 63.0% success rate on the challenging AndroidWorld benchmark - here's how we did it.
We Raised €2.1M to Unlock Mobile for AI
Droidrun announces €2.1M funding led by Merantix Capital to build infrastructure connecting AI systems to mobile platforms, solving the final frontier for AI automation.
Running an AI Agent on Your Android Device
Mobilerun allows you to run an AI agent on your android device without a single line of code.
The Era of Mobile AI Agents Is Already Here
Mobile AI agents are changing the way we interact with apps. The era of mobile ai agents is already here with tools like mobilerun.ai
How to Turn Old Android Phones into AI Agents (Complete Guide)
Your old phone can be an AI agent, working for you 24*7. Check this complete guide to understand how to turn your phone into AI agent
Tasker Vs Mobilerun: Rule based automation vs Agentic AI system
Tasker has been around for some time now, but Mobilerun is relatively newer technology. Let's examine these two mobile technologies
Browser vs Mobile Agents: Which one is better?
As AI agents become increasingly integrated into our digital lives, a critical decision emerges: should these agents operate within browsers or on mobile devices?
Appium and Mobilerun - Pros and Cons
Appium focuses solely on mobile app testing automation, while testing is only one part of what Mobilerun enables.
Best Mobile AI Agents in 2026
There are so many AI agents in the market, but finding a good one is always a hassle. Read this blog to know about the best AI agents in 2026.
The Stealthness of AI Agents
Making AI Agent stealth and reliable is the most important thing. No matter how good an AI Agent is, if it gets detected, everything stops.
Give Openclaw access to Mobile
Turn your old device into an AI agent, give your mobile access to openclaw and automate with natural language command without a single line of code.