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.
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.
Behind the Sorcery
On failure, the core healing engine launches specialized sub-agents in parallel to diagnose and recover execution in seconds—or deterministically decide if it is a genuine application bug when recovery is impossible.
The 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. The Healing Agent analyzes execution history to isolate flaky tests and environment hiccups from real regressions. If unhealable, it deterministically classifies the failure as a genuine bug or a false positive, providing actionable recommendations so your team is alerted only when a real defect is detected.
The Shadow Reporter
When a test is healed in-flight, the Shadow Reporter silently captures the exact remediation—from selectors to waits and state resets. At run completion, it can produce a PR to fix the bug so your suite improves continuously.
Zero-Latency Parallel Diagnostics
A high-concurrency engine executes deep diagnostics simultaneously and applies the optimal remedy in milliseconds, keeping your CI/CD pipelines moving forward without a single disruption.
Universal Omnichannel Support
From complex enterprise web apps to native iOS and Android experiences, the Healing Agent integrates with standard MCP servers to reason over deep DOM structures and mobile view trees using a unified model.
Business Impact
Reduction in locator maintenance time
Failed builds from UI changes
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.