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    Advanced Testing & Performance Validation

    Acceleration Milestone
    Phase: test
    CFR
    LT

    Overview

    What

    Contract testing, performance testing with gates, regression test automation, and runtime security testing (DAST).

    Business Value

    Catches performance regressions 100% of the time before production and reduces visual bugs by 90% through automated regression testing

    DORA Impact

    • Change Failure Rate
    • Lead Time

    Key Features

    • Contract Testing Between Services
    • Performance Testing in CI
    • Dynamic Application Security Testing
    • Mutation Testing for Critical Code
    • Visual Regression Testing

    Who

    engineer
    teams
    security

    When

    Acceleration (90-180 days)

    Capabilities in This Epic

    1.

    Contract Testing Between Services

    >= 70% of service-to-service integrations use contract tests (Pact) to prevent breaking changes.

    Target: >= 70% integrations have contract tests
    2.

    Performance Testing in CI

    >= 60% of critical APIs have automated performance tests with latency/throughput gates in CI pipeline.

    Target: >= 60% critical APIs performance tested
    3.

    Dynamic Application Security Testing

    >= 70% of web apps scanned with DAST (OWASP ZAP, Burp) in staging environment weekly with findings tracked.

    Target: >= 70% apps DAST scanned weekly
    4.

    Mutation Testing for Critical Code

    >= 50% of critical business logic code (payment, auth, data processing) uses mutation testing to validate test quality.

    Target: >= 50% critical code mutation tested
    5.

    Visual Regression Testing

    >= 60% of user-facing pages have automated visual regression tests (Percy, Chromatic) catching UI issues.

    Target: >= 60% pages visual regression tested

    Implementation Journey

    Prerequisites

    Complete these before starting:

    • Testing strategy epic complete (unit, integration tests)
    • Test environments stable and accessible
    • Performance/load testing requirements defined

    Typical Timeline

    4.5 weeks

    Effort Estimate

    180 hours
    ≈ 23 days

    Breakdown by role:

    QA:90 hours
    Engineering:70 hours
    Platform:20 hours

    Team Composition

    Cross-functional team including: engineer, teams, security

    Applicable Environments

    regulated
    non-regulated

    Success Metrics

    Entry Criteria

    Prerequisites to start implementing this epic:

    Testing strategy epic complete (unit, integration tests)
    Test environments stable and accessible
    Performance/load testing requirements defined

    Exit Criteria

    Criteria defined at the Acceleration milestone level:

    deployment Frequency: >= daily (non-critical prod)
    lead Time: <= 24h (commit to prod non-critical)
    change Failure Rate: <= 10%
    mttr: <= 1h
    slo Coverage: >= 95% services with SLOs
    policy Coverage: >= 70% changes pass automated checks
    progressive Delivery: >= 80% rollouts
    error Budget Policy: enforced on all SLOs
    slsa Level: >= 2
    dr Drills: quarterly (RTO/RPO met)
    pr Cycle Time: p50 <= 8h
    artifact Verification: signatures verified at deploy

    DORA Metrics Impact

    CFR
    20% to 10%
    50%
    LT
    7 days to 2 days
    71%

    Resources

    Implementation Kit

    Step-by-step guide, templates, and tools for this epic

    View Advanced Testing & Performance Validation Implementation Kit

    Templates

    Ready-to-use templates for implementing capabilities

    Browse All Templates

    Learn More

    Tutorials & Learning PathsCase Studies & Examples

    Common Pitfalls

    Performance tests run but no action taken on regressions
    Mitigation: Set performance budgets (p95 < Xms). Fail builds on regression. Track performance trends over time.
    Visual regression tests too sensitive, every PR flagged
    Mitigation: Set pixel difference threshold. Ignore dynamic content (ads, timestamps). Review baseline images regularly.
    Mutation testing takes too long, never runs
    Mitigation: Run mutation tests on changed files only. Run full suite nightly. Focus on critical paths first.

    Next Steps

    After Completing This Epic

    Once you've met all exit criteria, consider these next steps:

    • Review metrics to validate DORA improvements
    • Document lessons learned and update team playbooks
    • Share success stories with other teams

    Continue To

    The natural next epic in the roadmap sequence:

    Advanced Release Coordination

    Alternative Paths

    Other epics that can be tackled in parallel:

    Continuous Planning & Compliance IntegrationSecure Code & Advanced ReviewSecure & Performant Build PipelinesAdvanced Release Coordination
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