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How QA Teams Are Using AI to Generate API Tests 10x Faster

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If you write API tests, the slow part is the setup: reading the Swagger spec and hand-coding scaffolding before you can assert anything. You'll watch an Amazon SDET and BrowserStack's QA manager use AI agents and MCP workflows to turn a real spec and Jira tickets into the full suite, then keep flaky failures out of the build with self-healing and let AI sort a real failure from a flaky one.

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Pythagora

Pythagora creates automated tests for you by analysing server activity

Automated Checking

Mariana Trench

Mariana Trench is a security focused static analysis platform targeting Android.

Security Testing

QE Test Case Eval Tool

AI-powered tool for evaluating LLM-generated test cases across multiple models with human and LLM-as-judge scoring

Test Case Management

Gherkin Guidelines for AI

Use these guidelines for writing good Gherkin scenarios. Feed it as context to AI specs, agents, and skills.

Test Case Management

CyrilEx Regex Tester

Cyrilex is a regular expression tester and visualizer

zxing

Barcode scanning library for Java, Android.

Automated Checking

Vitest

A blazing fast unit-test framework powered by Vite ⚡️

Automated Checking

Mokku

Mock API calls seamlessly

Maestro AI Agent

An AI-driven testing agent for generating and executing mobile UI automation tests with the Maestro ecosystem.

ADB_Deeplink

Running an adb commands dynamically

Marathon

Cross-platform test runner for Android and Apple

Automated Checking

contrast ratio

A tool to calculate the contrast ratio between any two valid CSS colors.

Accessibility Testing

Git Bug

Distributed, offline-first bug tracker embedded in git, with bridges

JSONView

View JSON in a browser, with syntax highlighting, collapsible arrays and objects, and nice readable formatting.

Debugbar

Get a better understanding of your application performance and behavior with the debugbar.

Net-Tools.io

free web app to perform functions like DNS lookups, port checks port scans, IP Information gathering, hash generation, blacklist checks, subnet calculation and more..

Traffic Listener

Polly

Record, Replay, and Stub HTTP Interactions.

Automated Checking

Heynote

A dedicated scratchpad for developers and testers

Exploratory Testing

Keploy

Generate tests and stubs for your application that actually work!

Proxy SwitchyOmega

Manage and switch between multiple proxies quickly & easily.

SubiRegex

Using AI to generate RegEx using plain English.

Uncompressed JavaScript bytes per character

Fetch and process the JSON data from a WebPageTest result.

Performance Testing

happydeliver

Open-source, self-hosted email deliverability testing platform

Automated Accessibility Example Lib

Library of accessibility automation examples that use multiple different testing frameworks

Accessibility Testing

Base62

Encode & decode strings, bytes, and integers to Base62

Automated Checking

MS Teams Test Reporter

Publishes test results to Microsoft Teams & Slack

Automated Checking

Git History Diff

VS Code extension to view Git history, diff of committed files, git blame info, stash details, and more.

Mitata

benchmark tooling that loves you ❤️

Performance Testing

Memray

Python CLI memory profiler

Web Developer

A browser extension that adds various web developer tools to a browser.