Scaling Directives - Go

🎯 What Are Scaling Directives?

Scaling directives (#scaling) in TuskLang let you define horizontal and vertical scaling, auto-scaling policies, and resource optimization directly in your config files.

type ScalingConfig struct {
    Horizontal map[string]string tsk:"#scaling_horizontal"
    Vertical   map[string]string tsk:"#scaling_vertical"
    Policies   map[string]string tsk:"#scaling_policies"
}

🚀 Why Scaling Directives Matter

- Enable dynamic resource allocation - Support for Kubernetes HPA/VPA, cloud scaling, and custom triggers

📋 Scaling Directive Types

- Horizontal: Replicas, min/max, CPU/memory triggers - Vertical: Resource requests/limits, auto-tuning - Policies: Custom rules, schedules, event-based scaling

🔧 Example

scaling_horizontal: #scaling("min:2,max:10,target_cpu:70,target_memory:80")
scaling_vertical: #scaling("min_cpu:100m,max_cpu:2Gi,min_mem:256Mi,max_mem:8Gi")
scaling_policies: #scaling("""
    night -> min:1,max:3,schedule:"0 0   *"
    peak -> min:5,max:20,trigger:"load>80"
""")

🎯 Go Integration

type ScalingConfig struct {
    Horizontal string tsk:"#scaling_horizontal"
    Vertical   string tsk:"#scaling_vertical"
    Policies   string tsk:"#scaling_policies"
}

🛡️ Best Practices

- Use environment-specific scaling - Monitor scaling events - Combine with monitoring/alerting

⚡ Summary

Scaling directives make Go apps cloud-native, elastic, and cost-efficient. Integrate with Kubernetes, cloud APIs, or custom orchestrators for full power.