Browse by Role
Find the ContextQA documentation that's most relevant to your role — whether you're a tester, developer, QA manager, or technology leader.
Different people use ContextQA for different reasons. This section takes you directly to the workflows, tools, and concepts that matter most for your job.
Choose Your Role
You want to: Write automated tests without coding. Create, run, and review tests using natural language.
Your quick wins:
Create a test in 5 minutes using plain English
Run it on a real browser with full video evidence
Let AI repair your tests when the UI changes
You want to: Integrate ContextQA into your automation framework, use the MCP API, export to Playwright, and plug into CI/CD pipelines.
Your quick wins:
Connect ContextQA to Claude/Cursor via MCP in 10 minutes
Export any test as Playwright TypeScript
Trigger test plans via REST from any CI system
You want to: Manage test plans, track coverage metrics, analyze flaky tests, and communicate quality to leadership.
Your quick wins:
Run a full regression suite and get a shareable report
Identify flaky tests vs true regressions
Set up nightly runs with Slack alerts
You want to: Generate tests from your tickets, add a quality gate to your PRs, and get root cause analysis without leaving your terminal.
Your quick wins:
Generate tests from a Jira ticket before writing code
Add a GitHub Actions quality gate in 15 minutes
Get AI root cause in your terminal when tests fail
You want to: Turn acceptance criteria into tests, track feature coverage, and get release readiness reports.
Your quick wins:
Paste a Jira ticket URL → get automated test cases from your AC
View release readiness as a pass/fail test plan summary
Share quality reports with stakeholders (no login required)
You want to: Configure CI/CD quality gates, manage team access, measure engineering productivity, and reduce testing toil.
Your quick wins:
Add parallel test execution to your CI pipeline
Configure SSO and role-based access for your team
Measure self-healing rate (= manual work avoided)
You want to: Understand the business case, architecture, security posture, and ROI for AI test automation at scale.
Your quick wins:
Read the executive summary of business outcomes
Review the build-vs-buy analysis
See the enterprise implementation timeline
Role Matrix: Features by Persona
| Feature | Tester | SDET | QA Mgr | Developer | PM | Eng Mgr | VP/CTO | |---------|--------|------|--------|-----------|----|---------|----|n| Natural language test creation | ✅ | ✅ | | | | | | | MCP Server (67 tools) | | ✅ | | ✅ | | | | | Playwright code export | | ✅ | | ✅ | | | | | Test Plans & scheduling | | ✅ | ✅ | | | ✅ | | | Analytics dashboard | | | ✅ | | ✅ | ✅ | ✅ | | AI test generation | ✅ | ✅ | | ✅ | ✅ | | | | Jira integration | | ✅ | | ✅ | ✅ | | | | CI/CD integration | | ✅ | | ✅ | | ✅ | | | Roles & SSO | | | | | | ✅ | ✅ | | ROI & coverage metrics | | | ✅ | | | ✅ | ✅ | | Mobile testing | ✅ | ✅ | ✅ | | | | | | Self-healing | ✅ | ✅ | ✅ | | | | |
Not Sure Where to Start?
→ Quickstart Guide — Create your first test in 5 minutes, regardless of role.
Talk to a human. Book a Demo → — Tell us your role and current testing challenges. We'll show you the exact features that matter most for your situation.
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