PLATFORM
4-factor multi-layer fingerprinting: 0.2 Tag + 0.4 Attributes + 0.3 Text + 0.1 Position (threshold 0.45).
DOM mutation healing in live execution is executed by QASyn's autonomous agents for ai-based self-healing. Each run captures per-step PNG evidence, DOM context, calibrated confidence and an immutable audit record.
Screenshot evidence (Base64) on failure is executed by QASyn's autonomous agents for ai-based self-healing. Each run captures per-step PNG evidence, DOM context, calibrated confidence and an immutable audit record.
Auto-repair persisted to stepsJson is executed by QASyn's autonomous agents for ai-based self-healing. Each run captures per-step PNG evidence, DOM context, calibrated confidence and an immutable audit record.
Console + network trace correlation is executed by QASyn's autonomous agents for ai-based self-healing. Each run captures per-step PNG evidence, DOM context, calibrated confidence and an immutable audit record.
HEALED badge in every report is executed by QASyn's autonomous agents for ai-based self-healing. Each run captures per-step PNG evidence, DOM context, calibrated confidence and an immutable audit record.
Full Playwright grid execution is executed by QASyn's autonomous agents for ai-based self-healing. Each run captures per-step PNG evidence, DOM context, calibrated confidence and an immutable audit record.
How QASyn executes ai-based self-healing end-to-end.
Connect QASyn to the systems that describe ai-based self-healing: repositories, environments, issue trackers and identity.
Crawl the live application, map DOM flows and author target-specific test cases with QASyn Vision AI grounding.
Execute in a real Playwright browser and capture step PNGs, traces, network failures and calibrated visual decisions.
Gate the release with impact analysis, self-healing retries and a signed quality report before merge.
| Dimension | QASyn autonomous agents | Legacy scripts / recorders |
|---|---|---|
| Authoring | ✓ Crawl the live DOM and generate target-specific cases | Hand-written selectors and brittle recordings |
| Maintenance | ✓ QASyn Vision AI re-grounds selectors with abstention control | Manual selector repair after every UI change |
| Evidence | ✓ Real per-step PNG, expected result and audit metadata | Screenshots bolted on after failures |
| Release decision | ✓ Impact analysis, PR gate and calibrated risk score | Pass/fail output with no blast-radius context |
| Governance | ✓ Model, token and skill controls per workspace | Shared credentials and no usage telemetry |
Quality score
96/100
Coverage
94%
Faster triage
4.2×
Manual QA avoided
$24.8K
How does self-healing work?
When a selector fails, QASyn scores every candidate element (0.2 Tag + 0.4 Attributes + 0.3 Text + 0.1 Position). Above 0.45 it repairs the selector in place and flags the step HEALED.
Which browsers are supported?
Chrome, Firefox, Safari (WebKit) and Edge on a parallel cloud grid, plus iOS 14+ and Android API 21+ devices.
Autonomous quality engineering, grounded in visual proof. Crawl, author, heal and gate every release.