Sauce AI for Test Authoring

Eliminate brittle tests,
reduce maintenance, and accelerate development

Describe a user flow. Get a running test.
No brittle selectors, no maintenance spirals, no context switching.

AURA: The Al-Unified Release Assurance platform

AURA platform diagram, Build stage highlighted
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Eliminate authoring friction

Engineers lose cycles to framework maintenance instead of shipping. Without IDE or MCP integration, test authoring means leaving the development environment.

OUTCOME

Author, generate, and save in your IDE

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Slash maintenance overhead

Dynamic UIs make brittle selectors and pixel-matching a continuous maintenance tax that destroys testing ROI.

OUTCOME

Tests stay resilient as your UI evolves

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Ship with confidence

Engineering leaders don't trust "black-box" AI that emits unverifiable code. Generated tests stuck in a separate cloud UI never make it into the pipeline.

OUTCOME

Review, approve, and ship confidently

before & after

What changes when AURA runs the release lifecycle

  • Manual scripting. Test by test. By hand
  • Selectors break. Suite fails. Sprint derails
  • Only senior engineers can author and maintain
  • 30%–40% of sprint capacity on test maintenance
  • Context switching between IDE, Sauce Labs UI, test tools, and CI pipeline
  • Convert plain-language intent into running tests across multiple devices
  • Generate code that survives every UI update
  • Enable any team member to author tests without specialized knowledge
  • Reduce authoring and maintenance time by 80%+
  • Author, execute, and retrieve results natively in your IDE

FEATURES

Key Capabilities

Intent-Driven Test Creation Image

Intent-driven
test creation

Translate natural language into executable test steps for web, iOS, and Android, no deep framework expertise required.

Seamless IDE & MCP integration

Author in your IDE against a live device, or connect via MCP and let your AI orchestrator invoke test generation automatically. Natural language in. Test code straight to your repo.

Transparent governance

View generated steps mapped to captured screenshots. Iterate on prompts and regenerate before committing code.

Native framework export

Generate clean, maintainable test code in the existing stack your team already uses. Saved to your local filesystem.

Unified cross-platform support Image

Unified cross-platform support

Author once, and run tests across real devices, emulators, and simulators. Framework-agnostic output means tests are not locked to a single platform or OS version.

Enterprise-grade security

SOC 2 Type II compliant and ISO 42001 certified, with SSO support. Environments are protected by secure tunnels, and AI processing is strictly contained within the Sauce Labs platform.

INTEGRATIONS

Works with your existing stack — no rip-and-replace required

Integrations overview

IDE & AI tools

CI/CD pipelines

Test frameworks

PLATFORMS

Web

Real Devices

Emulators

Simulators

Value delivered across the SDLC

The world's only full-lifecycle release assurance platform

AURA isn't a point tool. It's a continuous system that spans the full lifecycle — requirements, build, test, analyze, deploy, and monitor — with autonomous agents at every stage and human oversight built in.

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AURA: the AI-Unified Release Assurance platform

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CUSTOMER STORIES

How a Fortune 500 pharma team went from days of setup to automated tests

The mobile testing setup required days of specialist work by senior engineers. With Sauce AI, the team eliminated the scripting bottleneck, enabling every engineer to contribute to test automation.

"Setting up mobile testing traditionally took days. Sauce AI turns it into an automated process anyone can navigate."

Director of Engineering

Fortune 500 pharmaceutical

SEE ALL CUSTOMER STORIES

Explore the full platform

Sauce AI for Test Authoring is just the beginning. Author from intent in your IDE, connect your agentic AI ecosystem via MCP, orchestrate on Sauce Labs, and execute at enterprise scale.

Sauce AI for Test Authoring is a dedicated AI agent embedded in the AURA platform that converts user intent into stable, executable test scripts in minutes without requiring deep coding expertise. It eliminates the manual effort of traditional test scripting and reduces maintenance caused by UI changes.

Tests generated by Sauce AI self-heal against UI changes by automatically adapting locators and flows. Engineering teams spend dramatically less time chasing brittle selectors and rewriting tests after every release.

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They can describe test scenarios in plain language and let Sauce AI for Test Authoring do the heavy lifting. The platform handles the technical complexity, so your whole team can contribute to test coverage, not just engineers.

Yes. Sauce AI for Test Authoring is built to integrate into your stack. You can author test code natively inside VS Code or IntelliJ IDEA against a live real device session, trigger test generation via API, connect through an MCP server into tools like Claude Code or Cursor, and save generated code directly to your local filesystem for repository integration. It fits into your CI/CD pipeline rather than replacing it.

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Sauce Labs exposes test authoring and execution capabilities as an enterprise MCP server. SDETs and QA engineers working in AI coding assistants connect directly to Sauce Labs and generate, refine, and execute tests without leaving their development environment.

For organizations with their own AI orchestration platforms, Sauce Labs can be invoked programmatically, receiving requirements and returning generated test cases, execution results, and artifacts directly into the existing workflow.

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Sauce AI supports web, Android, and iOS. Author once, and run tests across real devices, emulators, and simulators on Sauce Labs. For engineering teams, authoring happens directly in their IDE against a live device session, in their framework and language, saved to their filesystem.

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By automating the test creation and maintenance process, Sauce AI for Test Authoring frees engineers from repetitive scripting tasks and rework cycles caused by flaky tests. Teams regain capacity to focus on building features, reducing time to market, and increasing release confidence.

Yes. Sauce AI for Test Authoring offers secure tunnel support that integrates with existing enterprise workflows, enabling compliant testing in gated and restricted environments without adding complexity.

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Stop spending time fixing the past and start building the future