Shiplight AI

Shiplight AI: Autonomous End-to-End Testing for the AI Development Era

Shiplight AI is an autonomous end-to-end testing platform built to help modern software teams maintain product quality while shipping faster than ever before. As AI coding assistants accelerate software development, engineering teams face a growing challenge: code is being generated and deployed faster than traditional testing processes can keep up. While developers can now create features in minutes with AI tools, test suites still require significant effort to build, maintain, debug, and update. This creates a new bottleneck where quality assurance struggles to match development velocity.

Shiplight was created to solve this problem.

Rather than relying on engineers to manually write and maintain brittle automation scripts, Shiplight introduces autonomous AI agents that generate, execute, analyze, and maintain tests throughout the software development lifecycle. The platform helps teams achieve comprehensive regression coverage without the maintenance burden traditionally associated with end-to-end testing. Shiplight's mission is simple: help teams ship at light speed without breaking anything.

Unlike conventional testing platforms that depend heavily on selectors and static automation scripts, Shiplight uses AI-driven reasoning to understand user intent. This allows tests to remain resilient even as user interfaces evolve. When UI components move, labels change, or layouts are updated, Shiplight can adapt automatically, significantly reducing test flakiness and maintenance costs. The platform supports both AI-powered dynamic execution and high-performance deterministic execution modes, giving teams flexibility based on their needs.

Creating tests in Shiplight is designed to be simple and accessible. Users can generate tests using natural language prompts, browser recordings, manual step creation, or AI-generated workflows. Test creation begins by describing a goal in plain English, such as validating a checkout flow, onboarding process, or administrative workflow. Shiplight's AI then generates the necessary test steps automatically. Teams can also create tests manually when greater control is required, or use batch generation to create multiple test cases simultaneously for broader coverage.

At the center of the platform is the Shiplight Test Editor, a powerful visual interface that supports both technical and non-technical users. The editor allows teams to create complex testing workflows using natural language, JavaScript code, conditional branches, loops, reusable components, variables, assertions, and custom functions. Tests can be organized visually while maintaining the flexibility required for sophisticated automation scenarios. Real-time debugging tools provide live browser views, execution logs, screenshots, and context inspection, making it easy to diagnose issues during development.

One of Shiplight's most popular features is its browser recording capability. Instead of manually writing test steps, users can interact with their application naturally while Shiplight records clicks, typing, navigation, and form interactions. These actions are automatically converted into executable test steps, dramatically reducing the time required to create automation coverage. Recorded workflows can then be edited, enhanced, or combined with AI-generated logic for greater flexibility.

Shiplight also provides extensive support for reusable automation assets. Teams can create reusable groups containing common workflows such as login sequences, checkout flows, account creation procedures, or setup routines. When a reusable group is updated, all tests using that group automatically receive the latest version, ensuring consistency across the organization. Custom JavaScript functions can also be created for API integrations, complex business logic, authentication flows, and data processing tasks.

The platform includes comprehensive environment and configuration management capabilities. Organizations can define multiple environments such as development, staging, QA, and production. Each environment can maintain its own URLs, credentials, variables, browser settings, and execution configurations. Tests can then be executed across multiple environments without requiring duplication, enabling reliable validation throughout the release pipeline.

Shiplight supports dynamic variables and test data management to make automation more flexible and maintainable. Variables can be defined globally, at the environment level, or dynamically during test execution. Teams can upload test data files, reference them within test flows, and use AI-powered extraction capabilities to capture information directly from applications. This allows complex workflows to be built while minimizing hardcoded values and duplication.

For organizations requiring advanced workflows, Shiplight includes powerful integrations with email-based testing. The platform can automatically receive, analyze, and extract information from incoming emails, including verification codes, activation links, temporary passwords, and custom content. Using AI-powered extraction rather than regular expressions, Shiplight can intelligently interpret email content and make extracted values available to downstream test steps.

Execution is another area where Shiplight excels. Teams can run tests interactively during development, execute them in the cloud for production-grade validation, or schedule them to run automatically on recurring intervals. Tests can be grouped into suites, organized into schedules, and executed across environments according to custom cron-based schedules. Detailed reporting provides visibility into pass rates, flaky tests, execution duration, trends, and historical performance.

When tests fail, Shiplight leverages AI to dramatically reduce debugging time. AI-generated summaries analyze logs, screenshots, execution traces, and application state to identify likely root causes. Rather than forcing engineers to manually review large volumes of logs and recordings, Shiplight provides concise explanations, recommendations, expected-versus-actual comparisons, and visual analysis of failures. This accelerates issue resolution and improves team productivity.

Shiplight also offers comprehensive issue management capabilities. Teams can create, track, categorize, and resolve issues directly from test failures. Failures can be linked to specific tests, environments, and executions, helping organizations maintain visibility into quality risks and collaborate effectively across engineering and QA teams.

To support modern engineering workflows, Shiplight integrates seamlessly with CI/CD systems. Native GitHub Actions support allows teams to automatically execute test suites on pull requests, deployments, staging environments, and production releases. Test results can be surfaced directly within GitHub workflows, enabling rapid feedback and release confidence.

A key differentiator for Shiplight is its MCP (Model Context Protocol) integration. Through the Shiplight MCP Server, AI coding assistants such as Claude Code, Cursor, and other MCP-compatible tools can interact directly with Shiplight. Developers can create tests, automate browser workflows, manage environments, and convert development activities into reusable automated tests directly from their preferred AI-powered coding environment. This creates a seamless workflow where AI-generated code and AI-generated testing work together.

Built by engineers with experience from leading technology companies, Shiplight represents the next generation of software testing. It combines autonomous AI agents, intelligent maintenance, cloud execution infrastructure, powerful integrations, and developer-first workflows into a single platform designed for modern engineering teams. Whether you're a startup releasing multiple times per day or an enterprise managing complex software systems, Shiplight helps you achieve reliable quality assurance without sacrificing development speed. By eliminating manual test maintenance and introducing AI-driven automation throughout the testing lifecycle, Shiplight enables organizations to move faster, reduce engineering overhead, and deliver better software with confidence.