QA ALIGN Automation Assessment Report
QA ALIGN Demo
Framework: Playwright · Repo: https://gitlab.com/qaalign/qa-test-lab-site.git · Site: https://www.qaalign.io/
Framework
Playwright
Trust Level
MEDIUM
Path
no_ai
Start Sprint
4
Release Decision Risk
Your automation system is currently producing signals that cannot be relied on for release decisions, creating risk of shipping defects or blocking valid releases.
- State behavior is inconsistent across executions, making test outcomes unreliable
- Timing-sensitive failures are introducing false positives and false negatives in CI
- Test data does not reflect production conditions, reducing confidence in release readiness
System Risk Summary
Total issues detected26
High impact count12
Medium impact count9
Low impact count5
Issue Breakdown
STATE instability — 12 occurrences HIGH
State setup is not fully deterministic across flows.
Test results can pass or fail depending on execution order, creating false release confidence.
TIMING instability — 9 occurrences HIGH
Execution depends on timing-sensitive UI behavior.
Timing-sensitive failures make CI signal inconsistent and reduce trust in failures and passes.
DATA realism gap — 5 occurrences MEDIUM
Test data does not fully reflect release-like conditions.
Coverage may look healthy while production-critical states remain untested.
Cost Estimation
Stabilize
$1,200
Fix state and timing instability across core flows (~6–10 engineering hours).
Reliable
$2,800
Improve diagnosability, reduce repeat failure classes, and tighten data control (~14–20 hours).
Production-ready
$5,200
Add release gating, stronger confidence controls, and structured failure triage (~28–36 hours).
Recommended Path
- Stabilize state setup across test flows (Sprint 5)
- Remove timing dependencies and improve determinism (Sprint 6)
- Introduce release gating and failure classification (Sprint 6–7)
We can implement these fixes and move your framework to production-ready within 2–3 sprints. Reply to your report email to get started.