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# DevOps Strategy
> **Template Origin**: Official | **ArcKit Version**: [VERSION] | **Command**: `/arckit:devops`
## Document Control
<!-- DOC-CONTROL-HEADER -->
<!-- Resolved at command-execution time to _partials/document-control-uk.md or _partials/document-control-uae.md based on plugin userConfig classification_scheme + governance_framework. See _partials/RENDERING.md (when present). -->
## Revision History
| Version | Date | Author | Changes | Approved By | Approval Date |
|---------|------|--------|---------|-------------|---------------|
| [VERSION] | [DATE] | ArcKit AI | Initial creation from `/arckit:devops` command | PENDING | PENDING |
---
## 1. DevOps Overview
### Strategic Objectives
| Objective | Target | Rationale |
|-----------|--------|-----------|
| Deployment Frequency | [Daily / Weekly / On-demand] | [Why this target] |
| Lead Time for Changes | [<X hours/days] | [Why this target] |
| Change Failure Rate | [<X%] | [Why this target] |
| MTTR | [<X hours] | [Why this target] |
### DevOps Maturity
| Level | Current | Target | Timeline |
|-------|---------|--------|----------|
| Level 1 (Manual) | [Yes/No] | - | - |
| Level 2 (CI Automation) | [Yes/No] | [Yes/No] | [Date] |
| Level 3 (CI/CD) | [Yes/No] | [Yes/No] | [Date] |
| Level 4 (Continuous Deployment) | [Yes/No] | [Yes/No] | [Date] |
| Level 5 (Platform/GitOps) | [Yes/No] | [Yes/No] | [Date] |
### Team Structure
| Team | Responsibility | Size |
|------|----------------|------|
| Platform Team | CI/CD, IaC, observability | [X] |
| Development Team(s) | Application development | [X] |
| Security Team | Security scanning, compliance | [X] |
### Technology Stack
| Layer | Technology |
|-------|------------|
| Languages | [Python, TypeScript, Go, etc.] |
| Frameworks | [React, FastAPI, etc.] |
| Cloud Provider | [AWS / Azure / GCP] |
| Container Runtime | [Docker / containerd] |
| Orchestration | [Kubernetes / ECS / etc.] |
| CI/CD Platform | [GitHub Actions / GitLab CI / Azure DevOps] |
| IaC Tool | [Terraform / Pulumi / CloudFormation] |
---
## 2. Source Control Strategy
### Repository Structure
| Pattern | Description | When to Use |
|---------|-------------|-------------|
| **[Selected]** Monorepo | Single repo, multiple projects | Tight coupling, shared libraries |
| Multi-repo | Separate repos per service | Independent teams, loose coupling |
### Repository Layout
```text
[repository-name]/
├── .github/
│ └── workflows/ # CI/CD pipelines
├── apps/
│ ├── [app-1]/ # Application 1
│ └── [app-2]/ # Application 2
├── packages/
│ └── [shared-lib]/ # Shared libraries
├── infra/
│ ├── terraform/ # Infrastructure code
│ └── kubernetes/ # K8s manifests
├── docs/ # Documentation
└── scripts/ # Utility scripts
```
### Branching Strategy
| Strategy | **[Selected]** |
|----------|----------------|
| GitFlow | `main`, `develop`, `feature/*`, `release/*`, `hotfix/*` |
| Trunk-Based | `main` + short-lived feature branches |
| GitHub Flow | `main` + feature branches + PRs |
```mermaid
flowchart LR
subgraph Branches
M[main] --- D[develop]
D --- F["feature/*"]
D --- R["release/*"]
M --- H["hotfix/*"]
end
F -->|PR & merge| D
D -->|Release cut| R
R -->|Merge & tag| M
H -->|Hotfix merge| M
H -.->|Cherry-pick| D
```
### Branch Protection Rules
| Branch | Rules |
|--------|-------|
| `main` | Require PR, require reviews ([X]), require status checks, no direct push |
| `develop` | Require PR, require status checks |
| `feature/*` | No restrictions |
### Commit Conventions
| Type | Description | Example |
|------|-------------|---------|
| `feat` | New feature | `feat(auth): add OAuth2 login` |
| `fix` | Bug fix | `fix(api): handle null response` |
| `docs` | Documentation | `docs: update README` |
| `chore` | Maintenance | `chore: update dependencies` |
| `refactor` | Code refactoring | `refactor: extract helper function` |
---
## 3. CI Pipeline Design
### Pipeline Architecture
```mermaid
flowchart LR
subgraph Trigger
A[Push/PR]
end
subgraph Build
B[Checkout]
C[Install Dependencies]
D[Build]
end
subgraph Quality
E[Lint]
F[Unit Tests]
G[Integration Tests]
H[Coverage]
end
subgraph Security
I[SAST]
J[Dependency Scan]
K[Secret Scan]
end
subgraph Artifacts
L[Build Image]
M[Push to Registry]
end
A --> B --> C --> D
D --> E --> F --> G --> H
D --> I --> J --> K
H --> L
K --> L
L --> M
```
### CI Stages
| Stage | Jobs | Duration Target | Failure Action |
|-------|------|-----------------|----------------|
| Build | Checkout, Install, Compile | <2 min | Block |
| Lint | ESLint, Prettier, Pylint | <1 min | Block |
| Unit Test | pytest, Jest | <5 min | Block |
| Integration Test | API tests | <10 min | Block |
| Security Scan | SAST, Dependencies | <5 min | Block (High/Critical) |
| Build Image | Docker build, push | <5 min | Block |
| **Total** | - | **<30 min** | - |
### Quality Gates
| Gate | Threshold | Enforcement |
|------|-----------|-------------|
| Test Coverage | >[X]% | Required |
| Lint Errors | 0 | Required |
| Unit Test Pass | 100% | Required |
| SAST Critical | 0 | Required |
| SAST High | 0 | Required |
| Dependency Vulnerabilities | 0 Critical/High | Required |
### Artifact Management
| Artifact | Registry | Retention |
|----------|----------|-----------|
| Container Images | [ECR / ACR / GCR / DockerHub] | [90 days / permanent for releases] |
| npm packages | [npm / Artifactory] | [Permanent] |
| Python packages | [PyPI / Artifactory] | [Permanent] |
| Build logs | [CI Platform] | [30 days] |
---
## 4. CD Pipeline Design
### Deployment Pipeline
```mermaid
flowchart LR
subgraph CI
A[Build & Test]
end
subgraph Deploy
B[Dev]
C[Staging]
D[Production]
end
subgraph Gates
E{Auto}
F{Manual/Auto}
G{Manual}
end
A --> E --> B
B --> F --> C
C --> G --> D
```
### Environment Promotion
| Environment | Trigger | Approval | Duration |
|-------------|---------|----------|----------|
| Dev | Push to `develop` | Automatic | <5 min |
| Staging | PR merged to `main` | [Auto / Manual] | <10 min |
| Production | Release tag | Manual approval | <15 min |
### Deployment Strategies
| Strategy | Description | Use Case | Rollback Time |
|----------|-------------|----------|---------------|
| **[Selected]** Rolling | Gradual replacement | Low risk, stateless | Minutes |
| Blue-Green | Parallel environments | Zero downtime required | Seconds |
| Canary | Progressive traffic shift | High risk changes | Seconds |
### Blue-Green Deployment
```mermaid
flowchart TB
subgraph Production
LB[Load Balancer]
subgraph Blue["Blue (Current)"]
B1[Instance 1]
B2[Instance 2]
end
subgraph Green["Green (New)"]
G1[Instance 1]
G2[Instance 2]
end
end
LB -->|100%| Blue
LB -.->|0%| Green
Note[Deploy to Green, test, then switch traffic]
```
### Canary Deployment
| Phase | Traffic to Canary | Duration | Success Criteria |
|-------|-------------------|----------|------------------|
| 1 | 5% | 15 min | Error rate <1%, latency <SLO |
| 2 | 25% | 30 min | Error rate <1%, latency <SLO |
| 3 | 50% | 1 hour | Error rate <1%, latency <SLO |
| 4 | 100% | - | Full rollout |
### Rollback Procedure
```bash
# 1. Identify issue
# Check monitoring dashboard for anomalies
# 2. Initiate rollback
[kubectl rollout undo deployment/[service] -n [namespace]]
# OR
[aws deploy stop-deployment --deployment-id [id] --auto-rollback-enabled]
# 3. Verify rollback
[kubectl rollout status deployment/[service] -n [namespace]]
# 4. Notify team
# Post in #[channel] with incident details
# 5. Create incident ticket
# Document for post-mortem
```
### Feature Flags
| Platform | Purpose |
|----------|---------|
| [LaunchDarkly / Unleash / Flagsmith / Custom] | Runtime feature control |
| Flag Type | Use Case |
|-----------|----------|
| Release flag | Enable/disable new features |
| Ops flag | Circuit breakers, kill switches |
| Experiment flag | A/B testing |
| Permission flag | Entitlement control |
---
## 5. Infrastructure as Code
### IaC Tool Selection
| Tool | **[Selected]** |
|------|----------------|
| Terraform | Multi-cloud, extensive provider support |
| Pulumi | Programming language support (TypeScript, Python) |
| CloudFormation | AWS-native |
| ARM/Bicep | Azure-native |
### Project Structure
```text
infra/
├── modules/
│ ├── networking/
│ │ ├── main.tf
│ │ ├── variables.tf
│ │ └── outputs.tf
│ ├── compute/
│ ├── database/
│ └── security/
├── environments/
│ ├── dev/
│ │ └── main.tf
│ ├── staging/
│ │ └── main.tf
│ └── prod/
│ └── main.tf
├── backend.tf
└── versions.tf
```
### State Management
| Attribute | Value |
|-----------|-------|
| **Backend** | [S3 + DynamoDB / Azure Blob / GCS / Terraform Cloud] |
| **State Locking** | Enabled |
| **State Encryption** | Enabled |
| **State per Environment** | Yes |
### IaC Pipeline
```mermaid
flowchart LR
A[PR Created] --> B[terraform fmt]
B --> C[terraform validate]
C --> D[terraform plan]
D --> E[Comment Plan on PR]
E --> F{Merge?}
F -->|Yes| G[terraform apply]
G --> H[Verify]
```
### Drift Detection
| Check | Frequency | Action |
|-------|-----------|--------|
| `terraform plan` | Daily | Alert if drift detected |
| Manual audit | Monthly | Review and remediate |
---
## 6. Container Strategy
### Base Images
| Application Type | Base Image | Size |
|-----------------|------------|------|
| Python | `python:3.11-slim` | ~150MB |
| Node.js | `node:20-alpine` | ~180MB |
| Go | `gcr.io/distroless/static` | ~2MB |
| Java | `eclipse-temurin:17-jre-alpine` | ~200MB |
### Dockerfile Best Practices
```dockerfile
# Example Dockerfile
FROM python:3.11-slim AS builder
WORKDIR /app
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
FROM python:3.11-slim
WORKDIR /app
# Non-root user
RUN useradd -r -u 1000 appuser
USER appuser
COPY --from=builder /usr/local/lib/python3.11/site-packages /usr/local/lib/python3.11/site-packages
COPY . .
EXPOSE 8000
CMD ["python", "-m", "uvicorn", "main:app", "--host", "0.0.0.0"]
```
### Image Registry
| Registry | URL | Use |
|----------|-----|-----|
| [ECR / ACR / GCR] | [URL] | Production images |
| [DockerHub] | docker.io | Public base images |
### Image Security
| Check | Tool | When |
|-------|------|------|
| Vulnerability scan | [Trivy / Snyk / Clair] | CI pipeline |
| Image signing | [Cosign / Notary] | Post-build |
| Runtime security | [Falco / Sysdig] | Production |
### Image Tagging Strategy
| Tag | Example | Use |
|-----|---------|-----|
| Commit SHA | `abc123def` | Development |
| Semantic Version | `v1.2.3` | Releases |
| Latest | `latest` | **Never use in production** |
| Environment | `staging`, `prod` | Environment tracking |
---
## 7. Kubernetes / Orchestration
### Cluster Architecture
```mermaid
flowchart TB
subgraph Cluster["Kubernetes Cluster"]
subgraph ControlPlane["Control Plane"]
API[API Server]
ETCD[etcd]
SCHED[Scheduler]
CM[Controller Manager]
end
subgraph Workers["Worker Nodes"]
subgraph Node1["Node 1"]
P1[Pod]
P2[Pod]
end
subgraph Node2["Node 2"]
P3[Pod]
P4[Pod]
end
end
end
LB[Load Balancer] --> API
API --> Workers
```
### Cluster Configuration
| Attribute | Value |
|-----------|-------|
| **Provider** | [EKS / AKS / GKE / Self-managed] |
| **Version** | [1.XX] |
| **Node Count** | [Min: X, Max: Y] |
| **Node Size** | [Instance type] |
| **Autoscaling** | [Cluster Autoscaler / Karpenter] |
### Namespace Strategy
| Namespace | Purpose | Teams |
|-----------|---------|-------|
| `[project]-dev` | Development environment | All developers |
| `[project]-staging` | Staging environment | QA, Dev leads |
| `[project]-prod` | Production environment | Operations |
| `monitoring` | Observability stack | Platform |
| `ingress` | Ingress controllers | Platform |
### Resource Management
| Resource Type | Request | Limit | Notes |
|---------------|---------|-------|-------|
| CPU (typical app) | 100m | 500m | Burstable |
| Memory (typical app) | 256Mi | 512Mi | Prevent OOM |
| CPU (high compute) | 1000m | 2000m | Resource-intensive |
### GitOps Tooling
| Tool | **[Selected]** |
|------|----------------|
| ArgoCD | Declarative GitOps, UI, multi-cluster |
| Flux | Lightweight, GitOps Toolkit |
| Manual | kubectl apply in CD pipeline |
### ArgoCD Application Structure
```yaml
# apps/[service]/application.yaml
apiVersion: argoproj.io/v1alpha1
kind: Application
metadata:
name: [service]
namespace: argocd
spec:
project: default
source:
repoURL: [git-repo-url]
targetRevision: HEAD
path: infra/kubernetes/[service]
destination:
server: https://kubernetes.default.svc
namespace: [project]-prod
syncPolicy:
automated:
prune: true
selfHeal: true
```
---
## 8. Environment Management
### Environments
| Environment | Purpose | Data | Access |
|-------------|---------|------|--------|
| Local | Developer workstation | Mock/Seed | All developers |
| Dev | Integration testing | Synthetic | All developers |
| Staging | Pre-production validation | Anonymized prod | Dev leads, QA |
| Production | Live system | Real | Operations, On-call |
### Environment Parity
| Aspect | Parity Level | Notes |
|--------|--------------|-------|
| Infrastructure | High | Same IaC, different sizing |
| Configuration | High | Environment variables differ |
| Data | Medium | Staging uses anonymized data |
| Integrations | Medium | Test accounts for external services |
### Ephemeral Environments
| Feature | Value |
|---------|-------|
| **Trigger** | PR opened |
| **Lifetime** | Until PR closed |
| **URL Pattern** | `pr-[number].[domain]` |
| **Resources** | Scaled down (cost optimization) |
---
## 9. Secret Management
### Secret Storage
| Tool | **[Selected]** |
|------|----------------|
| HashiCorp Vault | Full-featured, multi-cloud |
| AWS Secrets Manager | AWS-native |
| Azure Key Vault | Azure-native |
| GCP Secret Manager | GCP-native |
### Secret Types
| Type | Storage | Rotation |
|------|---------|----------|
| Database credentials | [Vault/Secrets Manager] | 90 days |
| API keys | [Vault/Secrets Manager] | 90 days |
| TLS certificates | [Cert Manager / ACM] | Auto |
| SSH keys | [Vault] | 90 days |
### Secret Injection
| Method | Use Case |
|--------|----------|
| Environment variables | Simple applications |
| Mounted files | Certificate files |
| CSI Driver | Kubernetes native |
| Sidecar | Vault Agent |
### Secret Security
- [ ] Secrets never in source control
- [ ] Secrets never in logs
- [ ] Secrets encrypted at rest
- [ ] Secrets encrypted in transit
- [ ] Least privilege access
- [ ] Audit logging enabled
---
## 10. Developer Experience
### Local Development Setup
```bash
# Prerequisites
- Docker Desktop / Podman
- [Language runtime]
- [Tool dependencies]
# Clone and setup
git clone [repository-url]
cd [repository]
make setup # or ./scripts/setup.sh
# Run locally
make dev # or docker-compose up
# Run tests
make test
```
### Development Containers
```json
// .devcontainer/devcontainer.json
{
"name": "[Project] Dev Container",
"image": "mcr.microsoft.com/devcontainers/[language]:latest",
"features": {
"ghcr.io/devcontainers/features/docker-in-docker:2": {},
"ghcr.io/devcontainers/features/kubectl-helm-minikube:1": {}
},
"postCreateCommand": "make setup",
"customizations": {
"vscode": {
"extensions": [
"[relevant-extensions]"
]
}
}
}
```
### Inner Loop Optimization
| Activity | Target Time | Tools |
|----------|-------------|-------|
| Code change to local run | <5 seconds | Hot reload |
| Code change to test | <30 seconds | Watch mode |
| Code change to local K8s | <1 minute | Skaffold/Tilt |
### Self-Service Capabilities
| Capability | How | Access |
|------------|-----|--------|
| Create environment | [CLI / Portal] | All developers |
| View logs | [Logging platform] | All developers |
| View metrics | [Grafana] | All developers |
| Deploy to dev | [CI/CD] | All developers |
| Deploy to staging | [CI/CD] | Dev leads |
---
## 11. Observability Integration
### Logging
| Attribute | Value |
|-----------|-------|
| **Format** | JSON structured |
| **Collector** | [Fluent Bit / Fluentd / Vector] |
| **Storage** | [CloudWatch / ELK / Loki] |
| **Retention** | [30 days] |
### Log Schema
```json
{
"timestamp": "2024-01-15T10:30:00Z",
"level": "INFO",
"service": "[service-name]",
"trace_id": "abc123",
"message": "Request processed",
"context": {
"user_id": "123",
"request_id": "xyz789"
}
}
```
### Metrics
| Attribute | Value |
|-----------|-------|
| **Format** | Prometheus |
| **Collector** | [Prometheus / OTEL Collector] |
| **Storage** | [Prometheus / Thanos / Mimir] |
| **Visualization** | [Grafana] |
### Tracing
| Attribute | Value |
|-----------|-------|
| **Protocol** | [OpenTelemetry / Jaeger / X-Ray] |
| **Sampling** | [100% dev, 10% prod] |
| **Storage** | [Jaeger / Tempo / X-Ray] |
### Dashboard as Code
```yaml
# grafana/dashboards/[service].json
# Stored in git, provisioned via ConfigMap or Grafana API
```
---
## 12. DevSecOps
### Security Scanning Pipeline
```mermaid
flowchart LR
subgraph PreCommit
A[Secret Detection]
end
subgraph CI
B[SAST]
C[Dependency Scan]
D[Container Scan]
E[IaC Scan]
end
subgraph PreDeploy
F[DAST]
end
subgraph Runtime
G[RASP]
H[WAF]
end
A --> B --> C --> D --> E --> F --> G
```
### Security Tools
| Category | Tool | When |
|----------|------|------|
| Secret Detection | [Gitleaks / TruffleHog] | Pre-commit |
| SAST | [Semgrep / SonarQube / CodeQL] | CI |
| Dependency Scan | [Snyk / Dependabot / Trivy] | CI |
| Container Scan | [Trivy / Snyk / Clair] | CI |
| IaC Scan | [Checkov / tfsec / Terrascan] | CI |
| DAST | [OWASP ZAP / Burp Suite] | Pre-deploy |
### Vulnerability Management
| Severity | SLA | Action |
|----------|-----|--------|
| Critical | 24 hours | Block deploy, immediate fix |
| High | 7 days | Priority fix |
| Medium | 30 days | Scheduled fix |
| Low | 90 days | Backlog |
### Compliance as Code
| Framework | Tool | Checks |
|-----------|------|--------|
| [CIS Benchmarks] | [InSpec / Prowler] | [X] checks |
| [PCI-DSS] | [Custom policies] | [X] checks |
| [UK Gov] | [Custom policies] | TCoP, Cyber Essentials |
---
## 13. Release Management
### Versioning
| Type | Format | Example |
|------|--------|---------|
| Semantic Version | MAJOR.MINOR.PATCH | 1.2.3 |
| Pre-release | MAJOR.MINOR.PATCH-[tag].[n] | 1.2.3-beta.1 |
| Build metadata | MAJOR.MINOR.PATCH+[build] | 1.2.3+abc123 |
### Release Process
```mermaid
flowchart LR
A[Feature Complete] --> B[Create Release Branch]
B --> C[QA Sign-off]
C --> D[Tag Release]
D --> E[Deploy to Prod]
E --> F[Create GitHub Release]
F --> G[Notify Stakeholders]
```
### Changelog Generation
| Tool | Integration |
|------|-------------|
| [Conventional Changelog] | Auto-generate from commits |
| [Release Drafter] | PR-based changelog |
### Hotfix Process
1. Create branch from `main`: `hotfix/[issue-id]`
2. Fix and test
3. PR to `main` (expedited review)
4. Tag patch version
5. Deploy immediately
6. Cherry-pick to `develop` (if using GitFlow)
---
## 14. Platform Engineering
### Internal Developer Platform (IDP)
| Component | Tool | Purpose |
|-----------|------|---------|
| Service Catalog | [Backstage / Port] | Service discovery |
| Self-Service Portal | [Backstage / Custom] | Environment creation |
| Documentation | [Backstage TechDocs / Confluence] | Centralized docs |
| Templates | [Cookiecutter / Backstage] | Golden paths |
### Golden Paths
| Path | Description | Includes |
|------|-------------|----------|
| Python API | Standard Python service | FastAPI, Docker, CI/CD, IaC |
| Node.js API | Standard Node service | Express/Fastify, Docker, CI/CD, IaC |
| Frontend | Standard web app | React/Next.js, Docker, CI/CD |
### Platform APIs
| API | Purpose | Access |
|-----|---------|--------|
| Environment API | Create/destroy environments | Self-service |
| Deployment API | Trigger deployments | CI/CD |
| Secrets API | Manage secrets | Authorized apps |
---
## 15. UK Government Compliance
### Technology Code of Practice
| Point | Requirement | Implementation |
|-------|-------------|----------------|
| 3. Be open and use open source | [OSS tools used] | [List] |
| 4. Make use of open standards | [Standards] | OCI, OpenTelemetry, etc. |
| 5. Use cloud first | [Cloud provider] | [AWS/Azure/GCP] |
| 6. Make things secure | [DevSecOps] | Shift-left security |
| 12. Meet Digital Spend Controls | [Procurement] | [Details] |
### Cloud First Implementation
| Attribute | Value |
|-----------|-------|
| Primary Cloud | [AWS / Azure / GCP] |
| Multi-cloud Strategy | [Yes / No] |
| Egress Strategy | [Details] |
### Open Standards Used
| Area | Standard |
|------|----------|
| Containers | OCI (Open Container Initiative) |
| Kubernetes | CNCF Kubernetes |
| Observability | OpenTelemetry |
| API | OpenAPI 3.x |
| Authentication | OAuth 2.0 / OIDC |
---
## 16. Metrics & Improvement
### DORA Metrics
| Metric | Current | Target | Industry Elite |
|--------|---------|--------|----------------|
| Deployment Frequency | [X/week] | [X/day] | On-demand |
| Lead Time for Changes | [X days] | [X hours] | <1 hour |
| Change Failure Rate | [X%] | [<15%] | <15% |
| MTTR | [X hours] | [<1 hour] | <1 hour |
### Engineering Metrics
| Metric | Current | Target |
|--------|---------|--------|
| Build time | [X min] | [<10 min] |
| Test coverage | [X%] | [>80%] |
| Tech debt ratio | [X%] | [<10%] |
| Toil percentage | [X%] | [<30%] |
### Continuous Improvement
| Activity | Frequency | Owner |
|----------|-----------|-------|
| Retrospectives | Sprint end | Scrum Master |
| Metrics review | Weekly | Platform Lead |
| Tooling evaluation | Quarterly | Platform Team |
| Post-incident reviews | After incidents | On-call |
---
## 17. Requirements Traceability
| Requirement ID | Requirement | DevOps Element | Status |
|----------------|-------------|----------------|--------|
| [NFR-P-001] | [Build time <X min] | CI Pipeline | ✅ |
| [NFR-SEC-001] | [Security scanning] | DevSecOps | ✅ |
| [NFR-A-001] | [99.9% availability] | Deployment strategy | ✅ |
---
## Approval
| Role | Name | Signature | Date |
|------|------|-----------|------|
| Platform Lead | | | |
| Security Lead | | | |
| Engineering Manager | | | |
## External References
> This section provides traceability from generated content back to source documents.
> Follow citation instructions in the project's citation reference guide.
### Document Register
| Doc ID | Filename | Type | Source Location | Description |
|--------|----------|------|-----------------|-------------|
| *None provided* | — | — | — | — |
### Citations
| Citation ID | Doc ID | Page/Section | Category | Quoted Passage |
|-------------|--------|--------------|----------|----------------|
| — | — | — | — | — |
### Unreferenced Documents
| Filename | Source Location | Reason |
|----------|-----------------|--------|
| — | — | — |
---
**Generated by**: ArcKit `/arckit:devops` command
**Generated on**: [DATE]
**ArcKit Version**: [VERSION]
**Project**: [PROJECT_NAME]
**Model**: [AI_MODEL]