aiwg
Version:
Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.
163 lines (117 loc) • 3.62 kB
Markdown
# Deploy Generators
Generate production-ready deployment configurations based on project analysis.
## Usage
```text
/deploy-gen docker [options]
/deploy-gen k8s [options]
/deploy-gen compose [options]
```
## Deployment Types
| Type | Output | Use Case |
|------|--------|----------|
| `docker` | Dockerfile, .dockerignore | Container builds |
| `k8s` | Kubernetes manifests | Production orchestration |
| `compose` | docker-compose.yml | Local development |
## Options
| Option | Default | Description |
|--------|---------|-------------|
| `--output` | `./deploy/` | Output directory |
| `--app-name` | from package.json | Application name |
| `--port` | 3000 | Application port |
| `--multi-stage` | true | Use multi-stage Dockerfile |
| `--health-check` | true | Include health check endpoints |
## Process
### 1. Project Analysis
The generator detects:
- Runtime (Node.js, Python, Go, Java)
- Package manager (npm, yarn, pip, go mod)
- Entry point
- Build requirements
### 2. Template Selection
| Runtime | Template |
|---------|----------|
| Node.js | Multi-stage with npm ci |
| Python | Multi-stage with pip |
| Go | Multi-stage with static binary |
### 3. Configuration Generation
Files are generated with project-specific values.
## Docker Output
```text
deploy/
├── Dockerfile # Multi-stage build
├── .dockerignore # Exclude dev files
└── docker-build.sh # Build helper script
```
**Features:**
- Multi-stage build (build → production)
- Non-root user
- Health check
- Proper signal handling
- Layer caching optimization
## Kubernetes Output
```text
deploy/k8s/
├── deployment.yaml # Pod specification
├── service.yaml # Service exposure
├── configmap.yaml # Environment configuration
├── hpa.yaml # Horizontal Pod Autoscaler
└── kustomization.yaml # Kustomize base
```
**Features:**
- Resource limits and requests
- Liveness and readiness probes
- ConfigMap for environment
- HPA for auto-scaling
- Kustomize for environment overlays
## Docker Compose Output
```text
deploy/
├── docker-compose.yml # Service definition
├── docker-compose.dev.yml # Development overrides
└── .env.example # Environment template
```
## Examples
```text
# Generate Dockerfile for Node.js project
/deploy-gen docker
# Generate Kubernetes manifests with custom name/port
/deploy-gen k8s --app-name my-api --port 8080
# Generate Docker Compose in current directory
/deploy-gen compose --output ./
# Generate all deployment types
/deploy-gen docker
/deploy-gen k8s
/deploy-gen compose
```
## Template Variables
| Variable | Source |
|----------|--------|
| `{{APP_NAME}}` | --app-name or package.json |
| `{{PORT}}` | --port option |
| `{{NODE_VERSION}}` | .nvmrc or latest LTS |
| `{{PYTHON_VERSION}}` | .python-version or 3.11 |
| `{{ENTRY_POINT}}` | Detected from project |
## Security Best Practices
All generated configurations follow security best practices:
- **Non-root user** - Containers run as unprivileged user
- **Minimal base images** - Alpine or distroless where possible
- **No secrets in images** - Environment variables for configuration
- **Read-only filesystem** - Where supported
- **Resource limits** - Prevent resource exhaustion
## Related Commands
| Command | Description |
|---------|-------------|
| `/project-health-check` | Analyze project before deployment |
| `/security-audit` | Security review before production |
| `/flow-deploy-to-production` | Full deployment workflow |