Workflow Automation (integrations & scripting) — Full Course Syllabus

Hands-on, tool-agnostic guide to designing, automating, and implementing onboarding and offboarding workflows, checklists, and task orchestration for hire-to-join and exit processes.

1. 1. Process Mapping for Hire-to-JoinBreak down the hire-to-join lifecycle into discrete tasks, handoffs, decisions, and triggers suitable for automation.
2. 2. Process Mapping for OffboardingBreak down the offboarding lifecycle into discrete tasks, handoffs, decisions, and triggers suitable for automation.
3. 3. Defining Atomic Checklist ItemsHow to write single-action, verifiable checklist items that can be completed, delegated, or auto-verified.
4. 4. Task Ownership and Role AssignmentMapping checklist items to owner roles, fallback owners, and escalation targets for reliable completion.
5. 5. Trigger Events (Offer Accepted / Termination Date)Identify and model discrete trigger events that start onboarding or offboarding workflows.
6. 6. Calendar-based Scheduling (Start/End Dates)Representing and scheduling tasks relative to calendar dates like start date, orientation day, or last day.
7. 7. Email Notifications and TemplatingDesigning templated, parameterized emails for notifications and confirmations in workflows.
8. 8. Id-based Task Linking (Employee ID)Tracking workflow artifacts and tasks across systems using a stable employee identifier.
9. 9. State Modeling for Employee LifecycleDefine discrete lifecycle states (offer-extended, accepted, active, leaving, terminated) and transitions.
10. 10. Role-based Checklist TemplatesCreate reusable checklist templates for roles, teams, or locations and parameterize them.
11. 11. Custom Fields and Metadata for TasksAttach structured metadata (department, manager, location) to tasks for routing and reporting.
12. 12. Exporting and Reporting Workflow DataAutomate exports and reports (CSV/JSON) for audit, HR, and engineering stakeholders.
13. 13. Conditional Branches in WorkflowsUse condition checks (e.g., full-time vs contractor) to route workflow steps differently.
14. 14. Parallel vs Sequential TasksModeling tasks that can run in parallel and tasks that must wait for previous steps to finish.
15. 15. Retry and Error Handling PatternsDesign retry policies, alerting, and manual recovery steps for failed automated tasks.
16. 16. Secrets Management for AutomationSafely storing and using API keys, service accounts, and credentials in automation scripts and platforms.
17. 17. Provisioning Accounts via APIUsing APIs to create user accounts in systems (email, SSO, Slack) as automated onboarding steps.
18. 18. Deprovisioning Accounts via APIUsing APIs to disable or remove accounts and revoke access during offboarding.
19. 19. SSO and Directory Integration PatternsAutomating group/role assignments and provisioning through SSO/identity provider APIs.
20. 20. Human Approval GatesImplementing manual approval steps with timeouts, reminders, and fallback flows.
21. 21. HRIS REST-sync for hires/termsPattern for synchronizing hire/termination status with HRIS systems using REST APIs.
22. 22. Using Webhooks as Event SourcesConsuming webhook events from ATS/HRIS to trigger workflows in downstream automation systems.
23. 23. Audit Trails and Immutable LogsRecord who changed what and when to maintain compliance and rebuild state after failures.
24. 24. Data Retention and Archival StrategyPolicies and automation for retaining or purging onboarding/offboarding records per retention rules.
25. 25. Permission Scopes and Least PrivilegeDefine minimal API and service permissions required for automation tasks and how to enforce them.
26. 26. Feature Flags for Rolling Out Workflow ChangesUsing flags to safely deploy workflow changes to a subset of hires or departments.
27. 27. Testing Workflows with Sandbox DataCreate repeatable tests for onboarding/offboarding using sandbox environments and mock APIs.
28. 28. End-to-end Workflow SimulationSimulating full hire-to-join and exit flows to validate timing, notifications, and integrations.
29. 29. Observability: Metrics and SLAs for WorkflowsKey metrics to track workflow health (completion rate, time-to-complete, failure rate) and SLA definitions.
30. 30. Alerting and Incident Playbooks for FailuresDefine alerts and runbooks for common automation failures affecting onboarding/offboarding.
31. 31. Idempotent Email/SMS DeliveryTechniques to ensure notifications are sent once and deduplicated across retries.
32. 32. Idempotency in Workflow ActionsDesign actions so repeated executions do not produce duplicate side effects during retries.
33. 33. Secrets Rotation for Service AccountsAutomating periodic rotation of automation-service credentials and handling key rollovers.
34. 34. Privacy-preserving Data HandlingTechniques to mask or minimize personal data in logs and test data copies.
35. 35. Rollback Strategies for Workflow ChangesPatterns to undo or migrate workflow changes safely when automation introduces regressions.