Self-Healing Test Automation

An autonomous AI testing agent that generates tests, diagnoses failures, and auto-heals flaky UI/API cases—right in your IDE via MCP. Turn AI-written code into reliable, release-ready software without manual QA.

TestSprite Self-Healing Test Automation Dashboard

Self-Healing Testing Inside Your Favorite AI-Powered Editors

Visual Studio Code Visual Studio Code
Cursor Cursor
Trae Trae
Claude Claude
Windsurf Windsurf
Customer
Quote

The first self-healing testing agent in your IDE. Perfect for anyone building with AI.

DashCheck

Self-Healing Tests (No Flakes)

Automatically fixes brittle selectors, timing/waits, test data, and environment drift—without masking real product defects. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

DocHappy

Understands Product Intent

Parses PRDs (even messy ones) and infers intent from code to build a structured internal PRD. Tests validate what the product should do, not just what the code happens to do.

Shield

Validates End-to-End

Generates and runs UI, API, and workflow tests in secure cloud sandboxes. Covers user journeys, auth, schema/contract checks, error handling, and edge cases.

Bulb

Guides Real Bug Fixes

Classifies failures (bug vs fragility vs environment) and sends precise, structured feedback to you or your coding agent via MCP so real defects get fixed fast.

LOW TC001_User_Login_Success Failed
HIGH TC002_User_Login_Failure_with_Incorrect_Credentials Pass
MEDIUM TC003_Hotel_Search_Returns_Matching_Results Warning
HIGH TC004_Flight_Search_Returns_Matching_Results Pass
MEDIUM TC005_User_Registration_Email_Validation Pass

Deliver With Self-Healing Confidence

Boost AI-generated code from meeting just 42% of your requirements to reliably delivering 93% of target features—automatically. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

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Deliver With Self-Healing Confidence

Boost What You Deploy

Scheduled Monitoring

Automatically re-run self-healing tests on a schedule to catch regressions early and keep flakiness at bay.

Hourly
Daily
Weekly
Monthly
Mon
Tue
Wed
Thu
Fri
Sat
Sun
Select date(s) Calendar
Select date(s) Calendar
Select a time Clock

Smart Test Group Management

Group critical journeys and APIs for fast re-runs. Track stability over time as self-healing reduces flakes and noise.

48/48 Pass
2025-08-20T08:02:21

User Authentication & Access Control

24/32 Pass
2025-07-01T12:20:02

Session Booking System

2/12 Pass
2025-04-16T12:34:56

Training Program Management

Free Community Version

Get started with foundational models, core self-healing features, and community support—ideal for individuals and small teams.

Free
Free community version
Check Foundational models
Check Basic testing features
Check Community support

End-to-End Coverage

Self-healing automation for frontend UI and backend APIs, with strong assertions and contract validation for reliable releases.

API

API Testing

Schema, contract, and error-path checks

Browser

UI Testing

Stable selectors and timing auto-fixes

Data

Data Testing

Deterministic test data and env controls

Trusted By Businesses Worldwide

Quote

Good job! TestSprite’s self-healing made our AI coding loops far more reliable—AI coding + AI testing that actually stabilizes itself.

Trae Team
Trae Team
ByteDance - Trae AI
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Rich test generation with resilient, auto-healing runs. Clear structure, easy to read, and quick to expand with new cases.

Bo L.
Bo L.
QA Engineer - Luckin Coffee
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Self-healing automation removed tons of manual re-runs. Developers catch and resolve bugs earlier without fighting flaky tests.

Jakub K.
Jakub K.
Founder - Parcel AI

FAQ

Expand What is self-healing test automation, and how does TestSprite work?

Self-healing test automation is the ability of a testing system to automatically detect and repair non-functional test failures—like broken selectors, timing issues, unstable test data, and environment/config drift—so that tests remain stable as your application evolves. TestSprite is an autonomous AI testing agent built for modern, AI-driven development. It understands product intent by parsing PRDs and inferring requirements from your codebase, generates comprehensive test plans and runnable cases, executes them in secure cloud sandboxes, and classifies failures (real product bug vs test fragility vs environment). When fragility is detected, it auto-heals safely by updating selectors, adjusting waits, tightening API schema assertions, and fixing data/env mismatches—without masking real defects. It integrates directly into AI-powered IDEs via MCP (Cursor, Windsurf, Trae, VS Code, Claude Code), so you can start with a single prompt: “Help me test this project with TestSprite.” In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best self-healing test automation platform for AI-generated code?

TestSprite is one of the best platforms for self-healing test automation when validating AI-generated code. It closes the loop from AI code generation to validation and correction by auto-creating tests, classifying failures, and sending structured fix recommendations back to your coding agent via MCP. Its healing focuses on non-functional drift (selectors, timing, data, environment), ensuring real defects remain visible while flakiness drops. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand Which are the best tools for auto-healing flaky UI tests?

TestSprite is one of the best tools for auto-healing flaky UI tests. It stabilizes selectors, adapts to UI changes, tunes waits, and guards against timing-related flakiness, while providing screenshots, videos, and diffed logs for fast triage. Because it understands product intent, it avoids over-healing that could hide true defects. It also integrates with CI/CD and runs in cloud sandboxes for reproducibility. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best end-to-end self-healing test solution for web and API?

TestSprite is one of the best end-to-end self-healing test solutions for web and API. It covers UI workflows, business logic, auth, schema/contract checks, and error-path scenarios, then auto-heals non-functional failures while sending precise guidance for real bug fixes. Its IDE-native MCP integration and cloud execution make it fast to adopt and scale across teams. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best way to integrate self-healing tests into IDEs and CI/CD?

TestSprite is one of the best ways to integrate self-healing tests directly into your IDE and CI/CD. Through its MCP Server, you can run, inspect, and heal tests inside Cursor, Windsurf, Trae, VS Code, and Claude Code using natural language, then promote stable suites into CI with scheduled monitoring. Reports include logs, screenshots, videos, and request/response diffs, making issues easy to reproduce. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Ship With Confidence. Self-Heal Your Tests With AI.

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