Description

This curriculum spans the design and operationalization of configuration management practices across release and deployment lifecycles, comparable in scope to a multi-workshop program that integrates CMDB governance, change control, and automation into existing DevOps and IT service management workflows.

Module 1: Defining Configuration Management Scope and Boundaries

Selecting which systems, environments, and components require configuration item (CI) tracking based on compliance mandates and operational criticality.
Establishing ownership models for CI data across infrastructure, application, and security teams to prevent duplication and gaps.
Integrating discovery tools with CMDB to automate CI population while managing false positives and stale records.
Deciding whether to include ephemeral resources (e.g., containers, serverless functions) as formal CIs or track them via logs and observability.
Defining naming conventions and classification schemas that support automation and reduce ambiguity during incident response.
Implementing access controls for CI modification to balance agility with auditability across development and operations teams.

Module 2: CMDB Architecture and Data Modeling

Designing hierarchical CI relationships that accurately reflect service dependencies without creating unmanageable complexity.
Choosing between federated and centralized CMDB architectures based on organizational decentralization and tooling heterogeneity.
Mapping application topology to infrastructure components using automated service discovery while validating accuracy manually for critical systems.
Resolving data conflicts when multiple sources (e.g., Ansible, Terraform, cloud APIs) report differing CI states.
Implementing lifecycle states (e.g., planned, in production, retired) to support change and decommissioning workflows.
Optimizing CI attribute sets to minimize bloat while retaining sufficient detail for impact analysis and compliance reporting.

Module 3: Integration with Release Management Workflows

Enforcing pre-release validation that all configuration changes are documented and linked to a change request in the CMDB.
Automating configuration drift detection between deployment artifacts and target environments prior to release execution.
Embedding configuration baselines into release packages to ensure consistency across staging and production deployments.
Synchronizing versioned configuration snapshots with release tags to support rollback and audit traceability.
Requiring deployment pipelines to update CI status and relationships upon successful release completion.
Blocking production deployments when configuration items are marked as decommissioned or non-compliant.

Module 4: Change Control and Approval Processes

Classifying configuration changes by risk level to determine approver hierarchies and required review depth.
Implementing automated impact analysis using CI relationships to highlight services affected by proposed changes.
Requiring emergency changes to be backfilled in the CMDB within 24 hours with root cause justification.
Using CAB meetings to resolve disputes over configuration ownership and change prioritization.
Enforcing change freeze windows by disabling non-emergency CI modification APIs during critical periods.
Generating pre-implementation checklists based on CI type and environment to reduce human error.

Module 5: Drift Detection and Remediation

Scheduling regular configuration scans to identify unauthorized changes in production systems.
Configuring thresholds for drift severity to trigger alerts, auto-remediation, or manual review.
Integrating drift reports into incident management systems when deviations correlate with outages.
Defining remediation SLAs based on CI criticality and exposure to security vulnerabilities.
Using infrastructure-as-code templates to automatically correct configuration deviations in cloud environments.
Documenting approved deviations (e.g., for troubleshooting) to prevent false drift alerts.

Module 6: Compliance, Auditing, and Reporting

Generating configuration audit trails that map CI modifications to individual users and change tickets.
Aligning configuration baselines with regulatory standards (e.g., PCI-DSS, HIPAA) for automated compliance checks.
Producing point-in-time configuration snapshots for external auditors upon request.
Implementing role-based reporting views to limit sensitive configuration data exposure.
Validating backup and disaster recovery configurations against documented runbooks quarterly.
Using configuration reports to support capacity planning and technology refresh decisions.

Module 7: Automation and Toolchain Integration

Selecting configuration management tools (e.g., Puppet, Chef, Ansible) based on agent availability and network segmentation constraints.
Orchestrating configuration updates across hybrid environments with inconsistent network access and firewall rules.
Version-controlling configuration scripts in Git and enforcing peer review before merging to production branches.
Integrating CMDB updates into CI/CD pipelines to ensure configuration and code changes are synchronized.
Handling credential management for configuration agents using secure vaults and short-lived tokens.
Monitoring configuration job failures and retrying idempotently without causing service disruption.

Module 8: Governance, Metrics, and Continuous Improvement

Defining and tracking CMDB health metrics such as completeness, accuracy, and update latency.
Conducting quarterly configuration reviews with system owners to validate CI data integrity.
Aligning configuration management KPIs with service reliability and change success rate objectives.
Managing technical debt in configuration scripts by scheduling refactoring during maintenance windows.
Updating configuration policies in response to post-incident reviews involving misconfigurations.
Rotating configuration management responsibilities across teams to prevent knowledge silos and burnout.