shift-right-testing

Installation
SKILL.md

Shift-Right Testing

<default_to_action> When testing in production or implementing progressive delivery:

  1. IMPLEMENT feature flags for progressive rollout (1% → 10% → 50% → 100%)
  2. DEPLOY with canary releases (compare metrics before full rollout)
  3. MONITOR with synthetic tests (proactive) + RUM (reactive)
  4. INJECT failures with chaos engineering (build resilience)
  5. ANALYZE production data to improve pre-production testing

Quick Shift-Right Techniques:

  • Feature flags → Control who sees what, instant rollback
  • Canary deployment → 5% traffic, compare error rates
  • Synthetic monitoring → Simulate users 24/7, catch issues before users
  • Chaos engineering → Netflix-style failure injection
  • RUM (Real User Monitoring) → Actual user experience data

Critical Success Factors:

  • Production is the ultimate test environment
Related skills
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First Seen
Feb 11, 2026