kubernetes
Kubernetes container orchestration with Helm, operators, and service mesh. Use for cluster management.
Works with
---
name: kubernetes
description: Kubernetes container orchestration with Helm, operators, and service mesh. Use for cluster management.
license: MIT
---
# Kubernetes (K8s)
Kubernetes is the standard for orchestrating containerized applications. In 2025, the **Gateway API** has replaced Ingress as the standard for traffic routing, and **Sidecars** are native.
## When to Use
- **Scale**: You have hundreds of microservices.
- **Resilience**: You need self-healing, auto-restart, and multi-zone availability.
- **Platform Building**: You are building an internal platform (IDP) for developers.
## Quick Start (Gateway API)
```yaml
# Gateway (The Load Balancer)
apiVersion: gateway.networking.k8s.io/v1
kind: Gateway
metadata:
name: my-gateway
spec:
gatewayClassName: nginx
listeners:
- name: http
protocol: HTTP
port: 80
---
# HTTPRoute (The Routing Rule)
apiVersion: gateway.networking.k8s.io/v1
kind: HTTPRoute
metadata:
name: my-app
spec:
parentRefs:
- name: my-gateway
rules:
- matches:
- path:
type: PathPrefix
value: /api
backendRefs:
- name: my-service
port: 8080
```
## Core Concepts
### Control Plane
API Server, etcd, Scheduler. The brain of the cluster.
### Gateway API
The successor to Ingress. Split roles between **Infrastructure Provider** (GatewayClass), **Cluster Operator** (Gateway), and **Developer** (HTTPRoute/GRPCRoute).
### Custom Resource Definitions (CRDs)
Extend K8s API. Used by Operators (e.g., Prometheus Operator, Postgres Operator) to manage complex stateful apps.
## Best Practices (2025)
**Do**:
- **Use Gateway API**: Stop writing new `Ingress` resources.
- **Use GitOps**: ArgoCD or Flux to manage cluster state.
- **Set Requests/Limits**: The scheduler needs them to bin-pack nodes efficiently.
- **Use Native Sidecars**: K8s 1.29+ supports `restartPolicy: Always` for init containers, making sidecars first-class.
**Don't**:
- **Don't use `latest` tag**: Always pin image versions (SHA or specific tag) for reproducibility.
## References
- [Kubernetes Documentation](https://kubernetes.io/)More DevOps & Infrastructure skills
azure-ai
microsoft/azure-skills
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.
appinsights-instrumentation
microsoft/azure-skills
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.
azure-storage
microsoft/azure-skills
Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics. Includes lifecycle management. USE FOR: blob storage, file shares, queue storage, table storage, data lake, upload files, download blobs, storage accounts, access tiers, storage tiers, hot cool cold archive, storage tier comparison, when to use storage tiers, lifecycle management, Azure Storage concepts. DO NOT USE FOR: SQL databases, Cosmos DB (use azure-prepare), messaging with Event Hubs or Service Bus (use azure-messaging).

