The Agile Healing Agent

Stop Chasing
Flaky Tests.

Start Shipping Faster.

UI changes should not break your CI/CD pipeline. The Agile Healing Agent is an AI-powered, real-time safety net for web and mobile automation. It detects, diagnoses, and autonomously repairs test failures in-flight so teams can focus on quality instead of script maintenance.

Test Failure Detected

Unable to find element: #submit-btn-v1

Agents Dispatched

Spawning 4 parallel diagnostic sub-agents...

Parallel Diagnosis

All agents running concurrently in milliseconds

Best Fix Applied

Updating selector to [data-testid="submit-main"]

Test Resumed

Run continues. Shadow Reporter queued.

The Problem We Solve

Automated tests are fragile.

A developer changes a class name, a modal appears unexpectedly, or a slow network introduces timing drift and entire pipelines fail. Teams lose hours investigating false positives instead of shipping high-value features.

The Agile Healing Agent changes the paradigm from Fail and Investigate to Adapt and Proceed.

How It Works

On failure, the core healing engine launches specialized sub-agents in parallel to diagnose and recover execution in seconds.

Agile Healing Agent

Locator Resolver

Finds the element using semantic and visual context

Modal Dismisser

Detects and closes unexpected blocking pop-ups

Wait Adjuster

Injects dynamic waits for slow network or rendering

State Cleaner

Resets dirty environments to keep the run moving

Within seconds, the agent applies the best fix and resumes the test. No failed builds. No human intervention.

Key Features

Intelligence at every layer, from triage to reporting and omnichannel coverage.

Context-Aware Triage

Not all failures are equal. By analyzing test history, the Healing Agent distinguishes flaky tests, environment hiccups, and real regressions. Your team is alerted only when a genuine bug is detected.

The Shadow Reporter

When a test is healed in-flight, the Shadow Reporter logs the exact fix, from selectors to waits and state resets. At run completion, it can produce a ready-to-merge pull request so your suite improves continuously.

Zero-Latency Parallel Diagnostics

A high-concurrency engine runs diagnostics simultaneously and applies the best remedy in milliseconds, keeping CI/CD pipelines moving without disruption.

Universal Omnichannel Support

From complex web apps to native iOS and Android experiences, the Healing Agent integrates with existing MCP servers to reason over DOMs and mobile view trees with one model.

Business Impact

80%

Reduction in locator maintenance time

~0

Failed builds from UI changes

100%

Test reliability approaching perfect

Slash maintenance costs by reducing time spent fixing broken locators by up to 80%.

Accelerate time-to-market with reliable green builds that support true continuous delivery.

Boost team morale by shifting QA focus from repetitive repairs to high-value exploratory testing.

Ready to bulletproof your automated testing?

Integrate the Agile Healing Agent and let your test suite recover itself in-flight.