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Blog & Reports

Insights from Mobot

How-to guides for the iOS flows that break most, research on deep linking and mobile QA, and notes from the analysts who verify defects on real devices every night.

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GuideSep 5, 2026 · 14 min

The Real Cost of Appium at Scale (and the Four Things That Actually Fix It)

Appium is free to download and much more labor-intensive than most teams realize. Where the hidden labor goes (scripts, locator fixes, device and OS upkeep, flake triage and infra), what the research says, and a model you fill in with your own numbers.

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ArticleOct 8, 2026 · 7 min

Testing Is the Bottleneck in the Agentic Software Factory

Coding agents ship mobile code faster than QA can test it. What agents can do with Mobot's real-device testing today.

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Blog articles

Latest from the blog

ArticleNov 3, 2026 · 6 min

Why Black Friday Promo Links Break After the Tap (and How to Catch It Before Launch)

Black Friday promo links often fail after the tap: broken deep links, wrong app-vs-web routing, and codes that don't apply. Here's how to verify every path before launch.

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ArticleOct 8, 2026 · 7 min

Testing Is the Bottleneck in the Agentic Software Factory

Coding agents ship mobile code faster than QA can test it. What agents can do with Mobot's real-device testing today.

Read
ArticleSep 24, 2026 · 9 min

What Physical Robots Catch That Emulators Miss

Emulators miss biometrics, real notifications, OEM fragmentation, and permission flows. See what physical robots catch — then book a demo on real devices.

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ArticleSep 4, 2026 · 8 min

Why Mobile Tests Are Flaky (and How Real Devices Help)

Flaky mobile tests usually come from timing, shared state and test data, device and OS differences, or the network. Some of that you fix in the test. Some of it only shows up on a real device. Here's how to tell which is which.

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ArticleSep 4, 2026 · 6 min

AI Ships the Code Faster. Something Has to Test the Phone.

AI-assisted development has shortened the time from idea to pull request. It has not shortened the time a scripted UI test suite needs to keep up. The gap between how fast code changes and how fast tests can be maintained is now the bottleneck.

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ArticleSep 3, 2026 · 6 min

A Failed Test Is Not a Bug: Why Defect Validation Is the Signal-to-Noise Advantage

Automation suites report every failed assertion and leave your engineers to work out which ones matter. Mobot validates each failure first: forensic review, reproduction in multiple environments, screenshots of the occurrence from the device, and a human verdict. That is the difference between a red build and a defect your team trusts.

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See all 24 blog articles

How-to guides

Testing real flows on real devices

Step-by-step guides from the Mobot lab: Bluetooth, biometrics, 2FA, SMS, location, backgrounding, and the tooling around them.

How-to guideSep 4, 2026 · 10 min

How to Test Bluetooth on Android

A practical guide to testing Bluetooth Classic, BLE, and Bluetooth 5 pairing and data exchange on Android: what emulators cannot do, how to build a real-device test rig, and the failure modes worth writing test cases for.

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How-to guideMar 7, 2025 · 5 min

How to Use Charles Proxy for Network Logging and Network Throttling on iOS and Android

Learn how to capture and analyze network logs on iOS and Android with Charles Proxy to debug APIs, troubleshoot connectivity issues, and optimize app performance.

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How-to guideNov 5, 2024 · 5 min

How to Test App Backgrounding and Background Modes on iOS

Test iOS app backgrounding: lifecycle states, Background Modes, BGTaskScheduler tasks and Background App Refresh, with steps to trigger each on a device.

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How-to guideNov 5, 2024 · 10 min

How to Test Home Screen Widgets on iOS

Learn how to effectively test Home Screen Widgets on iOS, covering setup, unit testing, UI testing, performance, and accessibility.

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How-to guideAug 14, 2024 · 5 min

How to Test Face ID and Touch ID on iPhone

Test Face ID and Touch ID in your iOS app: LAContext setup, simulated enrollment and match tests, fallback and lockout cases, and real-iPhone checks.

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How-to guideAug 14, 2024 · 12 min

How to Test Permissions on iOS

Discover how to test iOS app permissions thoroughly, ensuring optimal functionality and strong user privacy protection.

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See all 33 how-to guides

Reports & guides

Research and playbooks

GuideSep 5, 2026 · 14 min

The Real Cost of Appium at Scale (and the Four Things That Actually Fix It)

Appium is free to download and much more labor-intensive than most teams realize. Where the hidden labor goes (scripts, locator fixes, device and OS upkeep, flake triage and infra), what the research says, and a model you fill in with your own numbers.

Read
GuideSep 4, 2026 · 8 min

Six Signal-to-Noise Metrics for a Mobile Test Suite

Pass rate and test count tell you how much a suite ran, not whether anyone can trust what it found. Six metrics that measure signal-to-noise instead, with a rough benchmark for each and how to start tracking them without new tooling.

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GuideJan 18, 2024 · 10 min

How to Fix Broken Deep Links & Push Notifications

You’re not crazy — the deep links are broken. This ebook gives you the tools to identify, validate, report, and resolve deep link and push notification failures that cost you customers, including how to compile the “receipts” on failure circumstances.

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ReportOct 3, 2023 · 12 min

2023 State of Mobile Deep Linking: A Landmark Report

A first-of-its-kind, in-depth analysis of success rates for mobile app deep links across the top apps in every major vertical, popular channels spanning search, social, email, and SMS, and devices on both iOS and Android.

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