ai
Flux CD GitOps Hexagonal Architecture — จัดการ

Flux CD Hexagonal GitOps

Flux CD GitOps Hexagonal Architecture Kubernetes Git Source of Truth Kustomize Helm Multi-cluster Multi-tenancy Production
เนื้อหาเกี่ยวข้อง — อ่านต่อ: LocalAI Self-hosted Real-time Processing
| Component | Hexagonal Role | Flux Implementation | Purpose |
|---|---|---|---|
| Git Repository | Inbound Port | GitRepository CRD | Source of Truth |
| Kustomize | Core Logic | Kustomization CRD | Apply Overlays Patches |
| Helm | Core Logic | HelmRelease CRD | Deploy Charts |
| Container Registry | Outbound Port | ImageRepository CRD | Image Source |
| Kubernetes API | Outbound Adapter | Flux Controllers | Apply Resources |
| Notification | Outbound Adapter | Alert Provider CRD | Slack Teams Webhook |

Monitoring & Promotion
# === GitOps Metrics & Promotion ===
@dataclass
class GitOpsMetric:
metric: str
source: str
target: str
alert: str
metrics = [
GitOpsMetric("Reconciliation Success Rate",
"flux_reconcile_condition{type='Ready', status='True'}",
"> 99%",
"< 95% → P1 Alert Check Flux Logs"),
GitOpsMetric("Sync Duration",
"flux_reconcile_duration_seconds",
"P99 < 60 seconds",
"> 120s → P2 Warning Check Git/Cluster"),
GitOpsMetric("Git Commit to Deploy",
"Custom metric: commit_time → deploy_time",
"< 5 minutes (Staging) < 15 min (Prod)",
"> 30 min → P2 Check Pipeline"),
GitOpsMetric("Image Update Lag",
"flux_image_automation_update_duration",
"< 2 minutes after push",
"> 5 min → P3 Check Image Automation"),
GitOpsMetric("Drift Detection",
"flux_reconcile_condition{type='Ready', status='False'}",
"0 (No drift)",
"Any drift → P1 Alert Investigate"),
]
print("=== GitOps Metrics ===")
for m in metrics:
print(f" [{m.metric}]")
print(f" Source: {m.source}")
print(f" Target: {m.target}")
print(f" Alert: {m.alert}")
เคล็ดลับ
- Multi-repo: แยก App Repo กับ Infra Repo สำหรับทีมใหญ่
- Kustomize: ใช้ Kustomize Overlays แยก Environment Config
- Image Automation: เปิด Image Automation ลด Manual Update
- SOPS: ใช้ SOPS Encrypt Secrets ใน Git Repository
- Weave UI: ติดตั้ง Weave GitOps UI ดู Flux Status ง่าย
Flux CD คืออะไร
GitOps Toolkit Kubernetes Git Source of Truth Source Kustomize Helm Notification Image Controllers CNCF Graduated Weaveworks CLI
แนะนำเพิ่มเติม — เรียนเทรดกับ iCafeForex
เนื้อหาเกี่ยวข้อง — อ่านต่อ: Airflow DAG Design Tech Conference 2026
เนื้อหาเกี่ยวข้อง — ทำความเข้าใจ unemployment rate thailand 2020





