QA ALIGN Automation Assessment Report

Acme Corp

Framework: Playwright · Repo: https://gitlab.com/acme/test-automation · Site: https://app.acme.com

Framework
Playwright
Trust Level
MEDIUM
Path
no_ai
Start Sprint
4

Release Decision Risk

Your automation system is currently producing signals that are not safe for release decision-making.

  1. State behavior is inconsistent across executions, reducing reliability of outcomes
  2. Timing-sensitive failures are introducing false positives and false negatives in CI
  3. Test data does not reflect production conditions, weakening release confidence

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

  1. Stabilize state setup across test flows (Sprint 5)
  2. Remove timing dependencies and improve determinism (Sprint 6)
  3. 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.