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JPLegacy Script-Based QA
- Test failures triggered by minor DOM or class name changes
- High rate of false positives from fragile pixel-matching
- Continuous manual script maintenance consuming massive engineering hours
SyncEta QA Agent
- Vision-LLM visual element recognition and runtime self-healing
- Context-aware verification based on actual user layout perception
- Automated root cause diagnostics and patch script generation upon errors
Technical Proof
Self-Healing Code Patching in Action
Even if button classes change, Vision-LLM contextually identifies visual elements and patches the test execution script on the fly.
// Playwright Test Execution: tests/checkout.spec.ts
// [Legacy code: failed target selector lookup due to DOM alteration]
- await page.locator('button.btn-checkout-legacy').click();
// [SyncEta Self-Healing: Vision-LLM detects checkout visual component and replaces selector]
+ await page.locator('button:has-text("Checkout"), #pay-submit').click();
[SyncEta Report] Selector healed automatically. Test run completed with 0 errors.
Key Capabilities & Architecture
01
Vision-LLM Self-Healing
Transcends rigid XPath/CSS selectors by understanding semantic layout positions and text labels to dynamically heal broken selectors in runtime.
02
Direct Excel Test Case Execution
Executes existing QA team Excel test spreadsheets directly with zero recording or custom script coding required.
03
L1-L5 Multi-Layer Quality Verification
Spans L1 (rendering/clicks) to L3 (dynamic runtime variable tracking) and L5 (API transaction identity and integrity verification).
04
Up to 99% Annual LLM Cost Reduction
Calls LLM once during scenario synthesis and executes recurring regression passes via native engine records at zero incremental LLM cost.
Frequently Asked Questions (FAQ)
Can QA engineers or PMs without coding experience use SyncEta?
Yes. You can generate test scenarios simply by recording routine browser interactions without writing code. You can also upload existing Excel test cases, which the AI interprets and executes directly as automated tests.
Do test scripts break when UI layouts or button locations change?
No. SyncEta analyzes visual context and text semantics to locate elements even when classes or layouts change, allowing tests to proceed without interruption and drastically reducing script maintenance overhead.
Can we continue using our existing test assets (Playwright, Selenium, or Excel)?
Yes. Existing test assets do not need to be rewritten. SyncEta operates on top of Playwright and Selenium pipelines to add contextual self-healing capabilities, and immediately turns manual Excel test sheets into automated runs.
Does it support mobile responsive web and multi-device environments?
Yes. Beyond desktop browsers, it tests mobile and tablet viewport resolutions simultaneously, cross-checking for layout shifts and UI flow defects in a single run.
Can it run securely in isolated internal networks or local development environments?
Yes. To ensure no sensitive test data or code leaves your network, SyncEta supports fully isolated execution on local machines or air-gapped on-premises environments, including localhost test servers.