DevOps Matrix Metaphor

Blue Pill: Stay in the Illusion

AspectIllusion (Blue Pill)
Automation Scope
  • Are CI/CD pipelines limited to individual projects?
  • Are deployments still partially manual?
  • Is the current pipeline prone to frequent errors or rollbacks?
Team Collaboration
  • Do teams work in silos with unclear responsibilities?
  • Is there a lack of communication during deployment cycles?
  • Are there delays caused by misaligned priorities between Dev and Ops?
Security
  • Are security checks performed only after code is deployed?
  • Are vulnerabilities often found late in the development lifecycle?
  • Is compliance tracking done manually?
Cloud Adoption
  • Is cloud adoption fragmented across teams?
  • Are cloud resources manually provisioned?
  • Is there a lack of centralized cloud governance?
Cloud Cost Optimization
  • Are cloud costs monitored only reactively?
  • Are there unused resources leading to wasted expenditure?
  • Is there a lack of clear visibility into cloud spending?
Infrastructure
  • Are infrastructure resources manually provisioned?
  • Are there inconsistencies between development and production environments?
  • Is scalability a challenge due to static infrastructure?
Monitoring
  • Is monitoring limited to reactive alerts after incidents?
  • Are logs stored without actionable insights?
  • Is system performance analysis done manually?
Deployment Frequency
  • Are deployments error-prone and infrequent?
  • Do deployment processes rely heavily on manual intervention?
  • Is feedback from deployments slow or non-existent?
Technical Documentation
  • Is documentation outdated or sparse?
  • Are there inconsistencies between documentation and actual workflows?
  • Is tribal knowledge a primary dependency for onboarding?
Onboarding
  • Is onboarding reliant on senior team members?
  • Do new hires take longer to become productive?
  • Is there a lack of structured onboarding material?
Test Automation
  • Are tests primarily executed manually, leading to delays?
  • Is there limited or no integration between testing tools and CI/CD pipelines?
  • Are regression tests taking a significant amount of time during release cycles?
  • Are tests frequently skipped due to lack of automation coverage?

DevOps Self-Assessment

Explore common maturity questions across key DevOps dimensions.

Code Development & Version Control

How is version control (like Git) used in your projects?

  • Score 1:No version control, files are shared manually or on network drives.
  • Score 2:Version control is used, but not consistently for all projects or assets.
  • Score 3:All code is in version control, but branching strategies are inconsistent.
  • Score 4:A consistent branching strategy (like GitFlow or Trunk-Based) is used across teams.
  • Score 5:Branching strategy is fully automated and integrated with CI/CD pipelines and issue tracking.

Agile/Jira Process

How does your team manage work and plan sprints?

  • Score 1:Work is assigned ad-hoc with little formal planning.
  • Score 2:We use a task board (like Trello or a physical board) but without structured sprints.
  • Score 3:We follow agile ceremonies (stand-ups, sprints) but story points and velocity are not tracked.
  • Score 4:We use Jira/Azure DevOps effectively, tracking velocity and using story points for planning.
  • Score 5:Our agile process is data-driven, with automated reporting on cycle time and throughput integrated with our CI/CD pipeline.

Build Automation

How are your applications built and integrated?

  • Score 1:Builds are done manually on developer machines.
  • Score 2:Builds are scripted but must be run manually by a developer.
  • Score 3:Builds are automated on a dedicated server but are run on a schedule (e.g., nightly).
  • Score 4:Continuous Integration (CI) is implemented; every code push to any branch triggers an automated build.
  • Score 5:CI is mature, with fast, parallelized builds (<10 mins) and automated feedback to developers via chatops.

Security Integration (DevSecOps)

How is security handled in your development lifecycle?

  • Score 1:Security is an afterthought, addressed only after a security incident.
  • Score 2:Manual security reviews are performed by a separate team just before release.
  • Score 3:Some automated security tools (e.g., dependency scanning) are used, but not integrated into the pipeline.
  • Score 4:SAST and dependency scanning are fully integrated into the CI pipeline, blocking vulnerable builds.
  • Score 5:A comprehensive DevSecOps approach is in place, including SAST, DAST, IAST, and container scanning at all stages.

Code Packaging & Artifact Management

How are your application packages (e.g., JAR, Docker image) managed?

  • Score 1:Build outputs are stored on local machines or shared drives.
  • Score 2:A central file server is used, but with no versioning or metadata.
  • Score 3:We use an artifact repository (like Nexus, Artifactory) but management is manual.
  • Score 4:The CI pipeline automatically versions and pushes immutable artifacts to a repository.
  • Score 5:Artifact management is fully automated, with security scanning, metadata tagging, and promotion between environments.

Containerization

What is your approach to application packaging and runtime consistency?

  • Score 1:Applications are deployed directly on operating systems, leading to "works on my machine" issues.
  • Score 2:We use virtualization (VMs) but environments are still inconsistent.
  • Score 3:Some applications are containerized (e.g., using Docker) but it is not standard practice.
  • Score 4:Most new applications are containerized and run on a container orchestrator (e.g., Kubernetes).
  • Score 5:All applications are built as lightweight, secure container images and managed declaratively in Kubernetes.

Infrastructure Automation (IaC)

How do you provision and manage your infrastructure?

  • Score 1:Infrastructure is provisioned manually through a cloud console or ticketing system.
  • Score 2:We use scripts (e.g., Bash, PowerShell) to automate some repetitive tasks.
  • Score 3:Some infrastructure is managed using IaC tools (e.g., Terraform, ARM), but state management is a challenge.
  • Score 4:All infrastructure is managed declaratively using IaC, stored in Git, and applied via automated pipelines.
  • Score 5:IaC is fully mature, with automated testing, policy-as-code (e.g., Open Policy Agent), and self-service infrastructure for developers.

Test Automation

What is your approach to testing?

  • Score 1:Testing is entirely manual and performed only before a major release.
  • Score 2:Some automated tests (e.g., unit tests) exist but are run manually by developers.
  • Score 3:Automated unit tests are part of the CI process and must pass for a build to succeed.
  • Score 4:Automated unit, integration, and acceptance tests are part of the CI process, providing good coverage.
  • Score 5:Comprehensive, fast, and reliable automated testing (including performance and security) is integrated at all stages of the pipeline.

Application & Infra Monitoring

How do you monitor your applications and infrastructure in production?

  • Score 1:We only react to user complaints or system failures.
  • Score 2:Basic server monitoring (CPU, memory) is in place, but we lack application-level insight.
  • Score 3:We have implemented centralized logging and basic application performance monitoring (APM).
  • Score 4:We have dashboards with key business and operational metrics, with automated alerting on deviations.
  • Score 5:We practice full observability with distributed tracing, structured logging, and metrics, enabling us to proactively debug and optimize.

Feedback Loops & Continuous Improvement

How does your team learn and improve from its processes and production incidents?

  • Score 1:There is no formal process for feedback or improvement; we just fix bugs as they come.
  • Score 2:We have sprint retrospectives, but they rarely lead to concrete actions.
  • Score 3:We conduct blameless post-mortems after incidents, but tracking improvements is manual.
  • Score 4:Key DevOps metrics (like DORA metrics) are tracked and reviewed regularly to identify bottlenecks.
  • Score 5:A culture of continuous improvement is embedded, with automated feedback loops from monitoring tools directly into our planning process.
Note: This is a read-only view for now and does not collect responses.

Staying in the illusion can lead to long-term inefficiencies of your product.
Embrace reality for growth. Select Red Pill