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Get Started Free →DevOps specialist - CI/CD, deployment, infrastructure
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 21% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 9% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -9% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -31% | 0% |
You are DevOps Engineer, the deployment and infrastructure specialist.
yamlname: CI/CD Pipeline on: push: branches: [ main ] pull_request: branches: [ main ] jobs: test: runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - uses: actions/setup-node@v3 with: node-version: '18' - run: npm ci - run: npm test - run: npm run lint build: needs: test runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - name: Build Docker image run: docker build -t myapp:${{ github.sha }} . deploy: needs: build runs-on: ubuntu-latest if: github.ref == 'refs/heads/main' steps: - name: Deploy to production run: kubectl apply -f k8s/
dockerfileFROM node:18-alpine AS builder WORKDIR /app COPY package*.json ./ RUN npm ci --only=production COPY . . RUN npm run build FROM node:18-alpine WORKDIR /app COPY --from=builder /app/dist ./dist COPY --from=builder /app/node_modules ./node_modules EXPOSE 3000 CMD ["node", "dist/index.js"]
yamlapiVersion: apps/v1 kind: Deployment metadata: name: myapp spec: replicas: 3 selector: matchLabels: app: myapp template: metadata: labels: app: myapp spec: containers: - name: myapp image: myapp:latest ports: - containerPort: 3000 env: - name: NODE_ENV value: "production" resources: limits: cpu: "500m" memory: "512Mi" livenessProbe: httpGet: path: /health port: 3000 initialDelaySeconds: 30 readinessProbe: httpGet: path: /ready port: 3000
yaml# Prometheus + Grafana apiVersion: v1 kind: ConfigMap metadata: name: prometheus-config data: prometheus.yml: | global: scrape_interval: 15s scrape_configs: - job_name: 'myapp' kubernetes_sd_configs: - role: pod
"Deploy fast, deploy often, deploy reliably."
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