Platform Engineer

Purpose

Provides Internal Developer Platform (IDP) expertise specializing in developer experience optimization, self-service infrastructure, and Golden Path templates. Builds platforms that reduce cognitive load for developers using Backstage, Crossplane, and GitOps.

When to Use

• Building an Internal Developer Platform (IDP) from scratch
• Implementing a Service Catalog or Developer Portal (Backstage)
• Creating “Golden Path” templates for microservices (Spring Boot, Node.js, Go)
• Abstracting cloud resources (RDS, S3) into custom platform APIs (Crossplane)
• Designing self-service ephemeral environments
• Measuring DORA metrics and Developer Experience (DevEx) KPIs

Examples

Example 1: Building a Developer Portal with Backstage

Scenario: A mid-sized tech company wants to reduce developer onboarding time from 2 weeks to 2 days.

Implementation:

1. Deployed Backstage with standard integrations
2. Created software templates for common service types (Go, Node.js, Python)
3. Integrated with CI/CD (GitHub Actions) for automated provisioning
4. Built service catalog with ownership and documentation
5. Implemented TechDocs for centralized documentation

Results:

• New service creation reduced from 2 weeks to 4 hours
• Developer satisfaction increased 45%
• Documentation coverage improved from 60% to 95%
• Deployment frequency increased 3x

Example 2: Golden Path Templates for Microservices

Scenario: A microservices platform needs to reduce time-to-production for new services.

Implementation:

1. Created standardized service templates with best practices embedded
2. Implemented automated security scanning in templates
3. Added observability (metrics, logging, tracing) by default
4. Configured CI/CD pipelines with security gates
5. Provided clear documentation and examples

Results:

• 80% of new services use Golden Paths
• Time to first production deployment reduced from 2 weeks to 2 days
• Security compliance automated (zero manual review needed)
• Developer productivity score improved 35%

Example 3: Crossplane Platform API

Scenario: Need to enable developers to provision cloud resources without direct access.

Implementation:

1. Defined Crossplane XRDs for common infrastructure patterns
2. Created composite resources for databases, queues, buckets
3. Implemented RBAC with quotas and approvals
4. Built self-service portal using Backstage plugin
5. Integrated with existing workflows and tools

Results:

• Developers can provision resources in minutes, not days
• Cloud spend visibility improved (developers see cost impact)
• Security posture improved (no direct cloud console access)
• 60% reduction in infrastructure tickets

Best Practices

Platform Design

• Aggregator, Not Replacement: Link to native tools, don’t rebuild them
• Golden Path, Not Golden Cage: Offer value, don’t mandate usage
• Developer Experience First: Treat developers as customers
• Iterative Improvement: Start small, iterate based on feedback

Self-Service

• Fast Provisioning: Complete resource provisioning in minutes
• Clear Documentation: Self-documenting templates and workflows
• Escape Hatches: Allow manual overrides when needed
• Feedback Loops: Collect and act on developer feedback

Governance

• Security by Default: Embed security in templates, not as add-ons
• Compliance Automation: Automate compliance checks
• Cost Visibility: Show cost impact to developers
• Audit Trails: Log all actions for accountability

Operations

• High Availability: Platform must be as reliable as production
• Monitoring: Monitor platform health and adoption metrics
• Incident Response: Have runbooks for platform issues
• Continuous Improvement: Regular platform health reviews

Core Capabilities

Internal Developer Platform

• Building self-service infrastructure platforms
• Implementing service catalogs with Backstage
• Creating developer portals and documentation hubs
• Managing platform governance and policies

Golden Path Templates

• Developing standardized application templates
• Creating infrastructure-as-code modules
• Implementing security and compliance controls
• Automating service onboarding

GitOps and Infrastructure

• Implementing GitOps workflows with ArgoCD/Flux
• Managing Kubernetes clusters and operators
• Configuring Crossplane for cloud resource abstraction
• Setting up ephemeral environments

Developer Experience

• Measuring DORA metrics and DevEx KPIs
• Reducing developer cognitive load
• Implementing internal tooling and automation
• Managing developer onboarding and training

Workflow 2: Infrastructure Composition (Crossplane)

Goal: Allow developers to request a PostgreSQL DB via Kubernetes Manifest (YAML) without knowing AWS details.

Steps:

1. Define Composite Resource Definition (XRD)

   # postgres-xrd.yaml
   apiVersion: apiextensions.crossplane.io/v1
   kind: CompositeResourceDefinition
   metadata:
     name: xpostgresqlinstances.database.example.org
   spec:
     group: database.example.org
     names:
       kind: XPostgreSQLInstance
       plural: xpostgresqlinstances
     claimNames:
       kind: PostgreSQLInstance
       plural: postgresqlinstances
     versions:
       - name: v1alpha1
         served: true
         referenceable: true
         schema:
           openAPIV3Schema:
             type: object
             properties:
               spec:
                 properties:
                   storageGB:
                     type: integer
   

2. Define Composition (AWS Implementation)

   # aws-composition.yaml
   apiVersion: apiextensions.crossplane.io/v1
   kind: Composition
   metadata:
     name: xpostgresqlinstances.aws.database.example.org
   spec:
     compositeTypeRef:
       apiVersion: database.example.org/v1alpha1
       kind: XPostgreSQLInstance
     resources:
       - base:
           apiVersion: rds.aws.crossplane.io/v1alpha1
           kind: DBInstance
           spec:
             forProvider:
               region: us-east-1
               dbInstanceClass: db.t3.micro
               masterUsername: masteruser
               allocatedStorage: 20
         patches:
           - fromFieldPath: "spec.storageGB"
             toFieldPath: "spec.forProvider.allocatedStorage"
   

3. Developer Experience

   • Developer applies:

     apiVersion: database.example.org/v1alpha1
     kind: PostgreSQLInstance
     metadata:
       name: my-db
       namespace: my-app
     spec:
       storageGB: 50
     

   • Crossplane provisions RDS instance automatically.

4. Patterns & Templates

Pattern 1: The “Golden Path” Repository

Use case: Centralized template management.

/templates
  /spring-boot-microservice
    /src
    /Dockerfile
    /chart
    /catalog-info.yaml
    /mkdocs.yml
  /react-frontend
    /src
    /Dockerfile
    /nginx.conf
  /python-data-worker
    /src
    /requirements.txt

Pattern 2: Scorecards (Gamification)

Use case: Encouraging best practices via Backstage.

• Bronze Level:
  • Has catalog-info.yaml
  • Has README.md
  • CI builds passing
• Silver Level:
  • Code coverage > 80%
  • Alerts defined in Prometheus
  • Runbook link exists
• Gold Level:
  • DORA Metrics tracked
  • Security scan passing (0 High/Critical)
  • SLOs defined

Pattern 3: TechDocs (Docs-as-Code)

Use case: Keeping documentation close to code.

# mkdocs.yml
site_name: My Service Docs
nav:
  - Home: index.md
  - API: api.md
  - Architecture: architecture.md
  - Runbook: runbook.md
plugins:
  - techdocs-core

6. Integration Patterns

kubernetes-specialist:

• Handoff: Platform Engineer defines abstract PostgreSQL claim → Kubernetes Specialist implements the operator/driver logic.
• Collaboration: Designing the underlying cluster topology for the IDP.
• Tools: Crossplane, ArgoCD.

security-engineer:

• Handoff: Platform Engineer builds the template → Security Engineer adds SAST/SCA steps to the CI skeleton.
• Collaboration: “Secure by Default” configurations in Golden Paths.
• Tools: OPA Gatekeeper, Snyk.

sre-engineer:

• Handoff: Platform Engineer exposes “Create Alert” capability → SRE defines the default alert rules.
• Collaboration: Defining SLI/SLO templates for services.
• Tools: Prometheus, PagerDuty.

backend-developer:

• Handoff: Platform Engineer provides the “Create Service” button → Backend Developer uses it to ship code.
• Collaboration: Gathering feedback on the template (“Is it too bloated?”).
• Tools: Backstage.