Google Cloud Organization Policies
Implement governance across GCP projects using Organization Policy Service and Security Command Center
What You'll Learn
- GCP Organization Policy Examples: Complete Architecture Guide
- Google Cloud Governance Best Practices: Resource Hierarchy
- GCP Resource Hierarchy Policies: Organization Service Tutorial
- GCP Policy Constraints Examples: Custom Implementation Guide
- Google Cloud Security Policies: Advanced Constraint Patterns
- Cloud Asset Inventory Policy Validation: CI/CD Integration
- GCP Governance Best Practices: Compliance Monitoring Guide
- GCP Policy Best Practices
- Troubleshooting Common Issues
- Your Achievement Summary
๐ Prerequisites
- Google Cloud account with organization-level access
- Google Cloud CLI (gcloud) installed
- Basic understanding of GCP resource hierarchy
- Familiarity with YAML and command-line tools
- Read: What is Policy-as-Code?
๐ฏ What You'll Learn
- Understanding GCP resource hierarchy and policy inheritance
- Creating and managing Organization Policy constraints
- Implementing custom constraints with Cloud Build
- Using Config Validator for Infrastructure-as-Code validation
- Monitoring compliance with Security Command Center
- Best practices for multi-project governance
๐ท๏ธ Topics Covered
GCP Organization Policy Examples: Complete Architecture Guide
Google Cloud's policy system is built around the resource hierarchy (Organization โ Folders โ Projects โ Resources) with policies inherited down the hierarchy. This enables centralized governance while allowing flexibility at different organizational levels.
๐ข Organization Policy Service
Central service for defining and enforcing organizational policies across the hierarchy
๐ Config Validator
Pre-deployment validation tool for Infrastructure-as-Code using Constraint Framework
๐ก๏ธ Security Command Center
Centralized security and compliance monitoring dashboard
Google Cloud Governance Best Practices: Resource Hierarchy
Policy inheritance in GCP flows from Organization โ Folders โ Projects โ Resources. Understanding this hierarchy is crucial for effective policy design.
View Resource Hierarchy
# Get organization ID
gcloud organizations list
# List folders in organization
gcloud resource-manager folders list --organization=ORGANIZATION_ID
# List projects in organization
gcloud projects list --filter="parent.id=ORGANIZATION_ID"
# View current project hierarchy
gcloud projects describe PROJECT_ID
# List all accessible projects
gcloud projects list --format="table(
name,
projectId,
projectNumber,
parent.id,
parent.type
)"GCP Resource Hierarchy Policies: Organization Service Tutorial
Organization policies provide centralized control over your organization's cloud resources. They can enforce security best practices, regulatory requirements, and operational standards.
Built-in Constraints
Common Built-in Constraints
# List all available constraints
gcloud resource-manager org-policies list --organization=ORGANIZATION_ID
# Common security constraints:
# compute.disableSerialPortAccess - Disable VM serial port access
# compute.vmExternalIpAccess - Restrict external IP assignment
# storage.publicAccessPrevention - Prevent public access to Cloud Storage
# iam.disableServiceAccountKeyCreation - Prevent service account key creation
# compute.restrictSharedVpcSubnetworks - Restrict shared VPC subnet usage
# View constraint details
gcloud resource-manager org-policies describe \
constraints/compute.vmExternalIpAccess \
--organization=ORGANIZATION_IDCreating Organization Policies
disable-vm-serial-port.yaml
constraint: constraints/compute.disableSerialPortAccess
booleanPolicy:
enforced: truerestrict-vm-external-ip.yaml
constraint: constraints/compute.vmExternalIpAccess
listPolicy:
allowedValues:
- projects/PROJECT_ID/zones/us-central1-a/instances/bastion-host
deniedValues: []
allValues: DENYallowed-locations.yaml
constraint: constraints/gcp.resourceLocations
listPolicy:
allowedValues:
- in:us-locations
- in:eu-locations
deniedValues: []
allValues: DENYApplying Organization Policies
Apply Policies
# Apply policy at organization level
gcloud resource-manager org-policies set-policy \
disable-vm-serial-port.yaml \
--organization=ORGANIZATION_ID
# Apply policy at folder level
gcloud resource-manager org-policies set-policy \
restrict-vm-external-ip.yaml \
--folder=FOLDER_ID
# Apply policy at project level
gcloud resource-manager org-policies set-policy \
allowed-locations.yaml \
--project=PROJECT_ID
# View effective policy
gcloud resource-manager org-policies describe \
constraints/compute.disableSerialPortAccess \
--organization=ORGANIZATION_ID \
--effective
# List all policies for an organization
gcloud resource-manager org-policies list \
--organization=ORGANIZATION_ID \
--show-unsetAdvanced Policy Examples
๐ง 1. IAM Policy Constraints
iam-restrictions.yaml
# Restrict IAM policy bindings
constraint: constraints/iam.allowedPolicyMemberDomains
listPolicy:
allowedValues:
- C01abc234 # Google Workspace customer ID
- C56def789 # Another trusted domain
deniedValues: []
allValues: DENY
---
# Disable service account key creation
constraint: constraints/iam.disableServiceAccountKeyCreation
booleanPolicy:
enforced: true
---
# Restrict service account key uploads
constraint: constraints/iam.disableServiceAccountKeyUpload
booleanPolicy:
enforced: true๐ง 2. Compute Engine Restrictions
compute-restrictions.yaml
# Restrict VM instance types
constraint: constraints/compute.vmInstanceTypes
listPolicy:
allowedValues:
- e2-micro
- e2-small
- e2-medium
- n1-standard-1
- n1-standard-2
allValues: DENY
---
# Require OS Login
constraint: constraints/compute.requireOsLogin
booleanPolicy:
enforced: true
---
# Disable nested virtualization
constraint: constraints/compute.disableNestedVirtualization
booleanPolicy:
enforced: true๐ง 3. Storage Security Policies
storage-security.yaml
# Prevent public access to Cloud Storage buckets
constraint: constraints/storage.publicAccessPrevention
booleanPolicy:
enforced: true
---
# Require uniform bucket-level access
constraint: constraints/storage.uniformBucketLevelAccess
booleanPolicy:
enforced: true
---
# Restrict retention policy
constraint: constraints/storage.retentionPolicySeconds
listPolicy:
allowedValues:
- "2592000" # 30 days
- "7776000" # 90 days
- "31536000" # 1 year
allValues: DENYGCP Policy Constraints Examples: Custom Implementation Guide
For policies not covered by built-in constraints, you can create custom constraints using Config Validator and the Constraint Framework.
Setting Up Config Validator
Install Config Validator
# Install using Go
go install github.com/GoogleCloudPlatform/config-validator/cmd/validator@latest
# Or download binary
curl -L https://github.com/GoogleCloudPlatform/config-validator/releases/latest/download/validator-linux-amd64 \
-o validator
chmod +x validator
sudo mv validator /usr/local/bin/
# Verify installation
validator --versionCustom Constraint Template
gcp-storage-location-constraint.yaml
apiVersion: templates.gatekeeper.sh/v1beta1
kind: ConstraintTemplate
metadata:
name: gcpstoragelocationconstraint
spec:
crd:
spec:
names:
kind: GcpStorageLocationConstraint
validation:
properties:
locations:
type: array
items:
type: string
exemptions:
type: array
items:
type: string
targets:
- target: admission.k8s.gatekeeper.sh
rego: |
package gcpstoragelocationconstraint
required_locations := input.parameters.locations
exemptions := input.parameters.exemptions
violation[{"msg": msg}] {
resource := input.review.object
resource.kind == "StorageBucket"
# Check if bucket is in exemptions
not bucket_in_exemptions(resource.metadata.name)
# Check if location is allowed
not location_allowed(resource.spec.location)
msg := sprintf("Storage bucket '%v' location '%v' is not in allowed locations: %v",
[resource.metadata.name, resource.spec.location, required_locations])
}
bucket_in_exemptions(bucket_name) {
bucket_name == exemptions[_]
}
location_allowed(location) {
location == required_locations[_]
}
location_allowed(location) {
startswith(location, required_locations[_])
}Constraint Instance
storage-location-policy.yaml
apiVersion: constraints.gatekeeper.sh/v1beta1
kind: GcpStorageLocationConstraint
metadata:
name: storage-must-be-in-allowed-locations
spec:
match:
kinds:
- apiGroups: ["storage.cnrm.cloud.google.com"]
kinds: ["StorageBucket"]
parameters:
locations:
- "us-central1"
- "us-east1"
- "europe-west1"
exemptions:
- "legacy-backup-bucket"
- "temp-migration-bucket"Testing Terraform Configurations
test-terraform-config.tf
# Compliant storage bucket
resource "google_storage_bucket" "compliant_bucket" {
name = "my-compliant-bucket"
location = "us-central1"
force_destroy = true
lifecycle_rule {
condition {
age = 365
}
action {
type = "Delete"
}
}
}
# Non-compliant storage bucket (will fail validation)
resource "google_storage_bucket" "non_compliant_bucket" {
name = "my-non-compliant-bucket"
location = "asia-southeast1" # Not in allowed locations
force_destroy = true
}Validate Configuration
# Generate Terraform plan
terraform plan -out=tfplan
terraform show -json tfplan > tfplan.json
# Convert to CAI (Cloud Asset Inventory) format
terraform-validator convert tfplan.json
# Validate against constraints
validator validate \
--policy-path=constraints/ \
--data=tfplan.json
# Alternative: Use Terraform Validator
terraform-validator validate tfplan.json \
--policy-path=constraints/ \
--project=PROJECT_IDGoogle Cloud Security Policies: Advanced Constraint Patterns
Network Security Constraints
network-security-constraint.yaml
apiVersion: templates.gatekeeper.sh/v1beta1
kind: ConstraintTemplate
metadata:
name: gcpnetworksecurityconstraint
spec:
crd:
spec:
names:
kind: GcpNetworkSecurityConstraint
validation:
properties:
blocked_ports:
type: array
items:
type: string
allowed_source_ranges:
type: array
items:
type: string
targets:
- target: admission.k8s.gatekeeper.sh
rego: |
package gcpnetworksecurityconstraint
blocked_ports := input.parameters.blocked_ports
allowed_source_ranges := input.parameters.allowed_source_ranges
violation[{"msg": msg}] {
resource := input.review.object
resource.kind == "ComputeFirewall"
# Check for blocked ports
some i
port := resource.spec.allow[i].ports[_]
port == blocked_ports[_]
# Check if source ranges are too permissive
some j
source_range := resource.spec.sourceRanges[j]
not source_range_allowed(source_range)
msg := sprintf("Firewall rule '%v' allows blocked port '%v' from unauthorized source range '%v'",
[resource.metadata.name, port, source_range])
}
source_range_allowed(source_range) {
source_range == allowed_source_ranges[_]
}
# Allow private IP ranges by default
source_range_allowed(source_range) {
private_ranges := ["10.0.0.0/8", "172.16.0.0/12", "192.168.0.0/16"]
startswith(source_range, private_ranges[_])
}IAM Security Constraints
iam-security-constraint.yaml
apiVersion: templates.gatekeeper.sh/v1beta1
kind: ConstraintTemplate
metadata:
name: gcpiamsecurityconstraint
spec:
crd:
spec:
names:
kind: GcpIamSecurityConstraint
validation:
properties:
prohibited_roles:
type: array
items:
type: string
required_conditions:
type: array
items:
type: string
targets:
- target: admission.k8s.gatekeeper.sh
rego: |
package gcpiamsecurityconstraint
prohibited_roles := input.parameters.prohibited_roles
required_conditions := input.parameters.required_conditions
violation[{"msg": msg}] {
resource := input.review.object
resource.kind == "IAMPolicy"
# Check for prohibited roles
some i
binding := resource.spec.bindings[i]
binding.role == prohibited_roles[_]
msg := sprintf("IAM policy '%v' contains prohibited role '%v'",
[resource.metadata.name, binding.role])
}
violation[{"msg": msg}] {
resource := input.review.object
resource.kind == "IAMPolicy"
# Check for missing conditions on sensitive roles
some i
binding := resource.spec.bindings[i]
is_sensitive_role(binding.role)
not has_condition(binding)
msg := sprintf("IAM policy '%v' grants sensitive role '%v' without conditions",
[resource.metadata.name, binding.role])
}
is_sensitive_role(role) {
sensitive_roles := [
"roles/owner",
"roles/editor",
"roles/iam.securityAdmin",
"roles/resourcemanager.organizationAdmin"
]
role == sensitive_roles[_]
}
has_condition(binding) {
binding.condition
}Cloud Asset Inventory Policy Validation: CI/CD Integration
Integrate policy validation into your deployment pipelines to catch violations before resources are created in GCP.
Cloud Build Pipeline
cloudbuild.yaml
steps:
# Install dependencies
- name: 'gcr.io/cloud-builders/gcloud'
entrypoint: 'bash'
args:
- '-c'
- |
# Install terraform-validator
curl -L https://github.com/GoogleCloudPlatform/terraform-validator/releases/latest/download/terraform-validator-linux-amd64 \
-o terraform-validator
chmod +x terraform-validator
# Install Config Validator
curl -L https://github.com/GoogleCloudPlatform/config-validator/releases/latest/download/validator-linux-amd64 \
-o validator
chmod +x validator
# Terraform validation
- name: 'hashicorp/terraform:1.6'
entrypoint: 'sh'
args:
- '-c'
- |
terraform init
terraform validate
terraform plan -out=tfplan
terraform show -json tfplan > tfplan.json
volumes:
- name: 'tf-plan'
path: '/workspace'
# Policy validation
- name: 'gcr.io/cloud-builders/gcloud'
entrypoint: 'bash'
args:
- '-c'
- |
# Validate using terraform-validator
./terraform-validator validate tfplan.json \
--policy-path=constraints/ \
--project=$PROJECT_ID \
--format=json > validation-results.json
# Check if there are violations
violations=$(cat validation-results.json | jq length)
if [ $violations -gt 0 ]; then
echo "Policy violations found:"
cat validation-results.json | jq '.'
exit 1
else
echo "All policy validations passed!"
fi
volumes:
- name: 'tf-plan'
path: '/workspace'
# Deploy if validation passes
- name: 'hashicorp/terraform:1.6'
entrypoint: 'sh'
args:
- '-c'
- |
if [ "$BRANCH_NAME" = "main" ]; then
terraform apply tfplan
else
echo "Skipping deployment for branch: $BRANCH_NAME"
fi
volumes:
- name: 'tf-plan'
path: '/workspace'
# Generate compliance report
- name: 'gcr.io/cloud-builders/gcloud'
entrypoint: 'bash'
args:
- '-c'
- |
# Generate organization policy compliance report
gcloud logging read \
'resource.type="organization" AND protoPayload.methodName="SetOrgPolicy"' \
--limit=50 \
--format=json > policy-changes.json
# Store results in Cloud Storage
gsutil cp validation-results.json gs://${PROJECT_ID}-compliance-reports/
gsutil cp policy-changes.json gs://${PROJECT_ID}-compliance-reports/
options:
logging: CLOUD_LOGGING_ONLYGitHub Actions Workflow
.github/workflows/gcp-policy-validation.yml
name: GCP Policy Validation
on:
pull_request:
paths:
- '**.tf'
- 'constraints/**'
- 'policies/**'
env:
GCP_PROJECT_ID: ${{ secrets.GCP_PROJECT_ID }}
GCP_SA_KEY: ${{ secrets.GCP_SA_KEY }}
jobs:
policy-validation:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Setup Terraform
uses: hashicorp/setup-terraform@v3
with:
terraform_version: 1.6.0
- name: Authenticate to Google Cloud
uses: google-github-actions/auth@v2
with:
credentials_json: ${{ secrets.GCP_SA_KEY }}
- name: Set up Cloud SDK
uses: google-github-actions/setup-gcloud@v2
- name: Install terraform-validator
run: |
curl -L https://github.com/GoogleCloudPlatform/terraform-validator/releases/latest/download/terraform-validator-linux-amd64 \
-o terraform-validator
chmod +x terraform-validator
sudo mv terraform-validator /usr/local/bin/
- name: Install Config Validator
run: |
curl -L https://github.com/GoogleCloudPlatform/config-validator/releases/latest/download/validator-linux-amd64 \
-o validator
chmod +x validator
sudo mv validator /usr/local/bin/
- name: Terraform Init and Plan
run: |
terraform init
terraform plan -out=tfplan
terraform show -json tfplan > tfplan.json
- name: Validate with terraform-validator
run: |
echo "๐ Running terraform-validator..."
terraform-validator validate tfplan.json \
--policy-path=constraints/ \
--project=$GCP_PROJECT_ID \
--format=json > tv-results.json
# Check results
violations=$(cat tv-results.json | jq length)
if [ $violations -gt 0 ]; then
echo "โ Policy violations found:"
cat tv-results.json | jq '.'
exit 1
else
echo "โ
All terraform-validator checks passed!"
fi
- name: Validate with Config Validator
run: |
echo "๐ก๏ธ Running Config Validator..."
if ! validator validate --policy-path=constraints/ --data=tfplan.json; then
echo "โ Config Validator found policy violations"
exit 1
else
echo "โ
All Config Validator checks passed!"
fi
- name: Test Organization Policies
run: |
echo "๐ Testing Organization Policy changes..."
# Dry run policy changes if they exist
if [ -d "org-policies/" ]; then
find org-policies/ -name "*.yaml" | while read policy; do
echo "Testing policy: $policy"
gcloud resource-manager org-policies set-policy \
"$policy" \
--organization=${{ secrets.GCP_ORG_ID }} \
--dry-run
done
fi
- name: Generate Policy Report
if: always()
run: |
echo "## ๐ GCP Policy Validation Report" >> $GITHUB_STEP_SUMMARY
echo "" >> $GITHUB_STEP_SUMMARY
# terraform-validator results
if [ -f tv-results.json ]; then
violations=$(cat tv-results.json | jq length)
if [ $violations -eq 0 ]; then
echo "โ
**terraform-validator**: All checks passed" >> $GITHUB_STEP_SUMMARY
else
echo "โ **terraform-validator**: $violations violations found" >> $GITHUB_STEP_SUMMARY
echo "```json" >> $GITHUB_STEP_SUMMARY
cat tv-results.json | jq '.' >> $GITHUB_STEP_SUMMARY
echo "```" >> $GITHUB_STEP_SUMMARY
fi
fi
echo "" >> $GITHUB_STEP_SUMMARY
echo "### Resources to be created:" >> $GITHUB_STEP_SUMMARY
jq -r '.planned_values.root_module.resources[]? | "\(.type): \(.name)"' tfplan.json >> $GITHUB_STEP_SUMMARYGCP Governance Best Practices: Compliance Monitoring Guide
Monitor ongoing compliance using Security Command Center, Cloud Asset Inventory, and custom monitoring solutions.
Security Command Center Integration
Enable SCC and Asset Inventory
# Enable Security Command Center API
gcloud services enable securitycenter.googleapis.com
# Enable Cloud Asset Inventory API
gcloud services enable cloudasset.googleapis.com
# Create custom security source for policy violations
gcloud scc sources create \
--organization=ORGANIZATION_ID \
--display-name="Policy Violations" \
--description="Custom source for organization policy violations"
# Export asset inventory
gcloud asset export \
--organization=ORGANIZATION_ID \
--asset-types="cloudresourcemanager.googleapis.com/Project,compute.googleapis.com/Instance" \
--output-path="gs://YOUR_BUCKET/asset-inventory.json" \
--content-type=resourceCustom Compliance Monitoring Script
compliance-monitor.py
#!/usr/bin/env python3
import json
import sys
from google.cloud import asset_v1
from google.cloud import securitycenter
from google.cloud import resourcemanager_v3
def check_compute_instances_compliance(organization_id):
"""Check Compute Engine instances for policy compliance."""
client = asset_v1.AssetServiceClient()
parent = f"organizations/{organization_id}"
# Get all compute instances
response = client.search_all_resources(
request={
"scope": parent,
"asset_types": ["compute.googleapis.com/Instance"],
}
)
violations = []
for resource in response:
instance = resource
# Check for external IP policy violation
if has_external_ip(instance):
violations.append({
"resource": instance.name,
"violation": "Instance has external IP",
"policy": "compute.vmExternalIpAccess"
})
# Check for OS Login requirement
if not has_os_login(instance):
violations.append({
"resource": instance.name,
"violation": "Instance does not have OS Login enabled",
"policy": "compute.requireOsLogin"
})
return violations
def has_external_ip(instance):
"""Check if instance has external IP."""
try:
additional_attributes = json.loads(instance.additional_attributes)
network_interfaces = additional_attributes.get("networkInterfaces", [])
for interface in network_interfaces:
access_configs = interface.get("accessConfigs", [])
if access_configs:
return True
return False
except:
return False
def has_os_login(instance):
"""Check if instance has OS Login enabled."""
try:
additional_attributes = json.loads(instance.additional_attributes)
metadata = additional_attributes.get("metadata", {})
items = metadata.get("items", [])
for item in items:
if item.get("key") == "enable-oslogin" and item.get("value") == "TRUE":
return True
return False
except:
return False
def check_organization_policies(organization_id):
"""Check organization policy compliance."""
client = resourcemanager_v3.OrgPolicyClient()
parent = f"organizations/{organization_id}"
# List all policies
policies = client.list_policies(parent=parent)
policy_status = []
for policy in policies:
policy_status.append({
"constraint": policy.name.split("/")[-1],
"enforced": bool(policy.spec),
"inheritance": policy.spec.inherit_from_parent if policy.spec else False
})
return policy_status
def create_scc_finding(organization_id, source_id, violation):
"""Create Security Command Center finding for policy violation."""
client = securitycenter.SecurityCenterClient()
source_name = f"organizations/{organization_id}/sources/{source_id}"
finding_id = f"policy-violation-{hash(violation['resource'])}"
finding = {
"name": f"{source_name}/findings/{finding_id}",
"resource_name": violation["resource"],
"state": securitycenter.Finding.State.ACTIVE,
"category": "POLICY_VIOLATION",
"source_properties": {
"policy": violation["policy"],
"violation": violation["violation"]
}
}
response = client.create_finding(
parent=source_name,
finding_id=finding_id,
finding=finding
)
return response
def main():
if len(sys.argv) != 2:
print("Usage: python compliance-monitor.py ")
sys.exit(1)
organization_id = sys.argv[1]
print(f"Checking compliance for organization: {organization_id}")
# Check compute instances
compute_violations = check_compute_instances_compliance(organization_id)
# Check organization policies
policy_status = check_organization_policies(organization_id)
# Generate report
report = {
"organization_id": organization_id,
"compute_violations": compute_violations,
"policy_status": policy_status,
"total_violations": len(compute_violations)
}
print(json.dumps(report, indent=2))
# Create SCC findings for violations
# source_id = "YOUR_CUSTOM_SOURCE_ID"
# for violation in compute_violations:
# create_scc_finding(organization_id, source_id, violation)
if __name__ == "__main__":
main() GCP Policy Best Practices
Hierarchy Design
Use folders to group projects by environment, apply restrictive policies at org level, use project-level policies for specific needs, and plan for policy inheritance carefully.
Policy Management
Start with monitoring mode before enforcement, use descriptive constraint names, document business rationale, and regular policy review and updates.
Testing Strategy
Test policies in development projects first, use terraform-validator in CI/CD, validate custom constraints thoroughly, and monitor for unintended effects.
Deployment Strategy
Gradual rollout across environments, use exemptions sparingly and document, monitor compliance metrics, and plan for emergency policy changes.
Documentation
Maintain policy catalog, document exemption processes, provide remediation guidance, and create escalation procedures.
Monitoring
Set up compliance dashboards, use Cloud Asset Inventory, regular compliance reporting, and automated violation alerting.
Troubleshooting Common Issues
Organization Policy Issues
โ Policy not taking effect
Problem: Applied organization policy doesn't seem to enforce restrictions.
Solutions:
- Check policy inheritance hierarchy
- Verify resource is in policy scope
- Wait for propagation (can take up to 10 minutes)
- Check for conflicting policies at lower levels
โ Constraint template validation fails
Problem: Custom constraint templates fail validation.
Solutions:
- Validate Rego syntax using OPA tools
- Check constraint template CRD schema
- Test with minimal example first
- Review OPA builtins documentation
Validation Issues
โ terraform-validator errors
Problem: terraform-validator produces unexpected results.
Solutions:
- Ensure Terraform plan is in JSON format
- Check constraint path and file structure
- Verify project ID and credentials
- Update to latest validator version
๐ Congratulations!
Google Cloud Governance Mastery
You now have comprehensive knowledge of Google Cloud governance including:
Organization Policy Service
Master GCP's native governance service for defining and enforcing organizational policies across the hierarchy.
Custom Constraints
Create custom constraints with Config Validator and the Constraint Framework for advanced policy requirements.
Infrastructure Validation
Implement Infrastructure-as-Code validation using terraform-validator and custom constraint patterns.
CI/CD Integration
Integrate policy validation into deployment pipelines with Cloud Build and GitHub Actions workflows.
Compliance Monitoring
Monitor ongoing compliance using Security Command Center, Cloud Asset Inventory, and custom monitoring solutions.
Multi-Project Governance
Apply proven best practices for enterprise-scale GCP governance and multi-project policy management.