π§ Introduction & Overview
π What is Disaster Recovery (DR)?
Disaster Recovery (DR) refers to a planned process to restore IT systems, infrastructure, and data after a disruptive event such as:
- Cyberattack (e.g., ransomware)
- Natural disaster (e.g., fire, flood)
- Human error
- System failure
The objective of DR is to ensure business continuity by minimizing downtime, data loss, and service disruption.
π°οΈ History / Background
- 1990sβ2000s: DR focused on physical backups and cold storage recovery.
- 2010s: Shift towards virtualization, cloud-based DR, and RTO/RPO planning.
- 2020s: Integration of DR into DevOps pipelines with automation, IaC, and Security (DevSecOps).
π¨ Why is DR relevant in DevSecOps?
- Security is a shared responsibility: DR is critical to security and compliance.
- DevSecOps emphasizes resilience, shift-left, and continuous risk mitigation.
- DR is part of security incident response, compliance (e.g., ISO 27001, HIPAA), and zero-trust architecture.
π Core Concepts & Terminology
π§© Key Terms
Term | Definition |
---|---|
RTO | Recovery Time Objective β How quickly services must be restored |
RPO | Recovery Point Objective β Maximum tolerable data loss |
Failover | Automatic switching to standby infrastructure |
Backup | Copy of data used for recovery |
DRaaS | Disaster Recovery as a Service β Cloud-based DR solution |
Hot/Warm/Cold Site | Types of standby infrastructure readiness levels |
π DR in the DevSecOps Lifecycle
DevSecOps lifecycle stages and DR touchpoints:
- Plan: Define RTO/RPO; assess threats
- Develop: Embed recovery scripts as code (IaC)
- Build: Automate backup validation via CI
- Test: DR drills integrated into pipelines
- Release: DR automation during blue/green or canary deployments
- Operate: Active failover, monitoring
- Monitor: Security events trigger DR playbooks
ποΈ Architecture & How It Works
π§± Components
- Backup System: Stores and encrypts data
- Failover Engine: Monitors uptime and triggers recovery
- DR Playbook: Defines response steps
- Orchestrator: Automates provisioning (Terraform, Ansible)
- Monitoring/Alerting: Prometheus, Grafana, ELK stack
- Cloud Infrastructure: AWS/Azure/GCP multi-region support
π Internal Workflow
- Pre-Disaster: Data backups, infra templates, recovery plans in place
- Disaster Detection: Alerting tools identify failure
- Failover Activation: Systems switch to DR site (manual/auto)
- Data Restoration: Backup mounted or restored
- Post-Incident Review: RCA + plan improvement
πΌοΈ Architecture Diagram (Description)

+------------+ +------------+ +--------------+
| Prod App |-----> | Monitoring | -----> | Alert Manager|
+------------+ +------------+ +--------------+
| |
v v
+-------------+ triggers +-------------------------------+
| Backup Vault|<-------------| DR Orchestrator (IaC + DR) |
+-------------+ +-------------------------------+
| |
v v
+------------+ +-------------+
| Cloud DR | <--- Failover ------ | Recovery App|
+------------+ +-------------+
π Integration with DevSecOps Tools
Tool | Integration Use |
---|---|
Jenkins/GitLab CI | DR test pipelines (simulate failure and verify recovery) |
Terraform/Ansible | Provision DR environment as code |
AWS/GCP/Azure | DR across regions/zones |
Vault / SOPS | Secrets recovery |
Kubernetes | Backup & restore etcd, pods, volumes |
π Installation & Getting Started
π§ Prerequisites
- Git, Terraform, AWS CLI
- Cloud account (AWS/GCP/Azure)
- Kubernetes cluster (for containerized apps)
- IAM role with EC2/S3/Route53 access
π¨βπ» Hands-On: Simple DR Setup (AWS Example)
β Step 1: Backup Strategy
# Install AWS CLI and configure credentials
aws configure
# Create S3 bucket for backups
aws s3 mb s3://myapp-backup-dr
# Copy backup data
aws s3 cp /data/backup s3://myapp-backup-dr/ --recursive
β Step 2: Infrastructure as Code (IaC) β Terraform DR Environment
provider "aws" {
region = "us-west-2"
}
resource "aws_instance" "dr_node" {
ami = "ami-0c55b159cbfafe1f0"
instance_type = "t2.micro"
tags = {
Name = "DisasterRecoveryNode"
}
}
# Deploy DR environment
terraform init
terraform apply
β Step 3: Simulated Failover
- Stop production service
- Restore data from S3
- Point DNS (Route 53) to DR node
aws s3 sync s3://myapp-backup-dr /var/www/html/
π§ͺ Real-World Use Cases
1. Ransomware Attack Response
- DevSecOps pipeline includes off-site encrypted backups
- CI/CD pipelines trigger restoration on clean nodes
2. Kubernetes Cluster Recovery
- Use
Velero
to back up and restore cluster state - Integrated with GitOps for automatic infra rebuild
3. Multi-region Web App Failover
- Primary in
us-east-1
, DR ineu-west-1
- CloudFront and Route 53 used for DNS-based failover
4. Compliance Audit (HIPAA)
- Continuous DR testing included in Jenkins CI jobs
- Logs and evidence exported to auditors
β Benefits & Limitations
β Key Benefits
- β±οΈ Reduced Downtime (Lower RTO)
- π Improved Data Security & Compliance
- π Automated Recovery = Faster Response
- π§ͺ Continuous Testing in CI/CD pipelines
β οΈ Limitations
- π° Cost of maintaining standby infra
- π Complex testing and simulations
- π Skill gap in writing reliable DR automation
- π Cloud vendor lock-in
π‘οΈ Best Practices & Recommendations
π Security
- Encrypt backups at rest and in transit
- Store DR secrets securely (e.g., HashiCorp Vault)
βοΈ Performance
- Monitor DR site health
- Test failover every sprint or release
β Compliance
- Align DR plan with ISO 27001, NIST SP 800-34, HIPAA
- Keep DR audit logs & test results
π€ Automation Tips
- GitOps + Terraform = Auto-healing infra
- Use
chaos engineering
to simulate failures - Integrate
Slack/MS Teams
for alert playbooks
βοΈ Comparison with Alternatives
Strategy | Description | Pros | Cons |
---|---|---|---|
Traditional DR | Tape/disk backup, manual restore | Low cost | Slow recovery |
Cloud-native DR | DRaaS, multi-region, IaC | Fast, scalable | Costly |
Active-Active DR | Always-on secondary | Zero downtime | High complexity & cost |
Backup Only | No infra replication | Simple | No failover automation |
When to Choose DR in DevSecOps
Choose DR integration when:
- App availability is critical
- You follow CI/CD & GitOps
- Compliance frameworks mandate DR (SOC2, PCI-DSS)
- You’re cloud-native or hybrid
π Conclusion
Disaster Recovery (DR) in DevSecOps is not optionalβit’s a core part of building resilient, secure, and compliant systems. Modern DR leverages IaC, cloud-native tools, and CI/CD pipelines to automate the restoration process, making it faster and more reliable than ever before.