@@ -56,6 +56,7 @@ graph TB
5656 - Non-root user for security
5757 - Health check configuration
5858 - Environment variable support
59+ - Images pushed to docker.io registry
5960
60613 . ** Kubernetes Resources**
6162 - Deployment for pod management
@@ -84,6 +85,7 @@ minikube addons enable metrics-server
8485# Build and deploy application
8586task setup # Install required tools
8687task docker:build # Build Docker image
88+ task docker:push # Push image to docker.io
8789task deploy ENV=dev # Deploy to dev environment
8890
8991# Install monitoring stack
@@ -253,7 +255,7 @@ kubectl top pods -n dev
253255
254256| **Layer** | **Improvements Magnetic AI Can Bring** |
255257|------------------------|---------------------------------------------------------------------------------------------------------|
256- | **Input Processing** | Natural language deployment triggers : e.g. “ Deploy staging with new env vars.” |
258+ | **Input Processing** | Natural language deployment triggers : e.g. " Deploy staging with new env vars." |
257259| **Task Classification**| Auto-categorize based on code diff : Terraform vs Helm vs App code |
258260| **Planning** | Auto-detect impacted services/namespaces & generate safe execution plans |
259261| **Reasoning & Analysis** | Analyze `terraform plan`, `helm diff`, and predict risk levels or rollback needs |
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