Ab Test Setup Workflow
A/B test setup workflow with hypothesis definition, variant creation, traffic allocation, statistical analysis, and winner deployment.
SMS phone verification workflow with OTP generation, rate limiting, code validation, retry handling, and verification status tracking.
User { # User
n1: circle label:"Start"
n2: rectangle label:"Enter phone number"
n3: rectangle label:"Receive SMS code"
n4: rectangle label:"Enter verification code"
n5: rectangle label:"Access granted"
n6: circle label:"End"
n1.handle(right) -> n2.handle(left)
n2.handle(bottom) -> App.n7.handle(top) [label="Submit"]
n3.handle(right) -> n4.handle(left)
n4.handle(bottom) -> App.n12.handle(top) [label="Verify"]
n5.handle(right) -> n6.handle(left)
}
App { # Application
n7: rectangle label:"Validate phone format"
n8: diamond label:"Valid E.164 format?"
n9: rectangle label:"Generate 6-digit OTP"
n10: rectangle label:"Store OTP with expiry"
n11: rectangle label:"Return format error"
n12: diamond label:"Code matches?"
n13: rectangle label:"Mark phone verified"
n14: rectangle label:"Increment attempt counter"
n7.handle(right) -> n8.handle(left)
n8.handle(right) -> n9.handle(left) [label="Yes"]
n8.handle(bottom) -> n11.handle(top) [label="No"]
n9.handle(right) -> n10.handle(left)
n10.handle(bottom) -> Twilio.n15.handle(top) [label="Send SMS"]
n11.handle(top) -> User.n2.handle(bottom) [label="Try again"]
n12.handle(right) -> n13.handle(left) [label="Yes"]
n12.handle(bottom) -> n14.handle(top) [label="No"]
n13.handle(top) -> User.n5.handle(bottom) [label="Verified"]
n14.handle(top) -> User.n4.handle(bottom) [label="Retry"]
loop [retry up to 3 times] n12 n14
}
Twilio { # Twilio API
n15: rectangle label:"Format SMS message"
n16: rectangle label:"POST to Messages API"
n17: diamond label:"Delivery status?"
n18: rectangle label:"Log successful delivery"
n19: rectangle label:"Queue for retry"
n15.handle(right) -> n16.handle(left)
n16.handle(right) -> n17.handle(left)
n17.handle(right) -> n18.handle(left) [label="delivered"]
n17.handle(bottom) -> n19.handle(top) [label="failed"]
n18.handle(top) -> User.n3.handle(bottom) [label="SMS sent"]
n19.handle(top) -> n16.handle(bottom) [label="Retry"]
}A/B test setup workflow with hypothesis definition, variant creation, traffic allocation, statistical analysis, and winner deployment.
Account deletion workflow with cancellation reason capture, retention offer, subscription termination, data cleanup, and confirmation email.
API key rotation workflow with new key generation, dual-key transition period, client notification, old key deprecation, and audit logging.
Billing dispute workflow with dispute intake, transaction review, fraud analysis, resolution decision, and chargeback response handling.
Cohort analysis workflow with user segmentation by signup date, retention curve calculation, LTV projection, and behavioral pattern identification.
Community content moderation workflow with AI auto-flagging, user reports, human review queue, action enforcement, and appeals handling.