Tools
7 articles
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AI bots that play your game: game-QA automation in 2026
AI agents for game testing: how they differ from scripted automation, what they actually do (24/7 exploratory play, crashes, balance, video logs), the limits and risks, who's on the market (modl.ai, AltTester, GameDriver), when to use AI bots and when plain automation is enough. A pilot checklist.
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Mock servers for QA: WireMock and friends — when to replace a dependency with a stub
When an external dependency can't or shouldn't be run for real, you mock it. Why mock, what a good mock server does (stubs, fault injection, record/replay, verify), tools WireMock/MockServer/Mockoon/Prism/Hoverfly, mock vs Testcontainers, contract drift and Pact. A 10-point checklist.
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Testcontainers: real databases, Kafka and Redis in tests instead of mocks and a shared environment
How to test integration against a real Postgres, Kafka and Redis in Docker — without lying mocks or a flaky shared environment. Wait strategies, reusable containers, Ryuk, modules, CI, and a 10-point adoption checklist.
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API tools for QA in 2026 — Postman, Bruno, Insomnia, Hurl: which to pick when
A comparison of four API tools on the dimensions that matter in real QA work. Postman pushed into the cloud, Bruno grew up as a git-friendly alternative, Hurl owns the CI niche.
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Maestro vs Appium: what to choose for mobile UI testing in 2026
Appium has held the throne since 2014, but if you're picking a stack for mobile UI tests today — look at Maestro. Faster to install, simpler to write, and for casual projects often covers 100% of needs.
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Proxyman for QA: guide to inspecting and rewriting HTTP traffic
HTTP/HTTPS traffic between an app and a server is the single biggest source of mobile bugs that are hard to reproduce: analytics, IAP, ads, remote config, A/B tests, push notifications.
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adb for mobile QA: 40 commands that save hours
ADB (Android Debug Bridge) is the main tool for mobile QA on Android. A list of commands that are actually used during regression and bug triage.