209 lines
3.4 KiB
Markdown
209 lines
3.4 KiB
Markdown
# Automated Optimization Workflows
|
|
|
|
**Date**: 2025-01-27
|
|
**Purpose**: Guide for setting up automated optimization workflows
|
|
**Status**: Complete
|
|
|
|
---
|
|
|
|
## Overview
|
|
|
|
This guide provides strategies for automating optimization tasks including dependency updates, resource optimization, and performance tuning.
|
|
|
|
---
|
|
|
|
## Automation Areas
|
|
|
|
### 1. Dependency Updates
|
|
|
|
#### Dependabot Configuration
|
|
|
|
```yaml
|
|
version: 2
|
|
updates:
|
|
- package-ecosystem: "npm"
|
|
directory: "/"
|
|
schedule:
|
|
interval: "weekly"
|
|
open-pull-requests-limit: 10
|
|
reviewers:
|
|
- "team-name"
|
|
labels:
|
|
- "dependencies"
|
|
- "automated"
|
|
```
|
|
|
|
#### Automated Updates
|
|
|
|
**Strategy**:
|
|
- Auto-merge patch updates (after tests pass)
|
|
- Manual review for minor/major updates
|
|
- Security updates prioritized
|
|
|
|
### 2. Resource Optimization
|
|
|
|
#### Auto-Scaling
|
|
|
|
```yaml
|
|
apiVersion: autoscaling/v2
|
|
kind: HorizontalPodAutoscaler
|
|
metadata:
|
|
name: app-hpa
|
|
spec:
|
|
scaleTargetRef:
|
|
apiVersion: apps/v1
|
|
kind: Deployment
|
|
name: app
|
|
minReplicas: 2
|
|
maxReplicas: 10
|
|
metrics:
|
|
- type: Resource
|
|
resource:
|
|
name: cpu
|
|
target:
|
|
type: Utilization
|
|
averageUtilization: 70
|
|
```
|
|
|
|
#### Resource Right-Sizing
|
|
|
|
**Automation**:
|
|
- Monitor resource usage
|
|
- Recommend right-sizing
|
|
- Auto-adjust based on metrics
|
|
|
|
### 3. Performance Optimization
|
|
|
|
#### Automated Profiling
|
|
|
|
```bash
|
|
# Weekly performance profiling
|
|
0x -- node app.js
|
|
|
|
# Analyze results
|
|
# Generate recommendations
|
|
```
|
|
|
|
#### Cache Optimization
|
|
|
|
**Automation**:
|
|
- Monitor cache hit rates
|
|
- Adjust cache sizes
|
|
- Optimize cache strategies
|
|
|
|
---
|
|
|
|
## CI/CD Integration
|
|
|
|
### Automated Testing
|
|
|
|
```yaml
|
|
jobs:
|
|
performance-test:
|
|
runs-on: ubuntu-latest
|
|
steps:
|
|
- uses: actions/checkout@v4
|
|
- name: Run performance tests
|
|
run: |
|
|
pnpm install
|
|
pnpm test:performance
|
|
- name: Check performance budget
|
|
run: |
|
|
# Check against performance budget
|
|
# Fail if exceeded
|
|
```
|
|
|
|
### Automated Optimization
|
|
|
|
```yaml
|
|
jobs:
|
|
optimize:
|
|
runs-on: ubuntu-latest
|
|
steps:
|
|
- uses: actions/checkout@v4
|
|
- name: Analyze bundle size
|
|
run: pnpm analyze
|
|
- name: Optimize images
|
|
run: pnpm optimize:images
|
|
- name: Minify assets
|
|
run: pnpm build:production
|
|
```
|
|
|
|
---
|
|
|
|
## Monitoring & Alerts
|
|
|
|
### Automated Alerts
|
|
|
|
```yaml
|
|
# Alert on performance degradation
|
|
- alert: PerformanceDegradation
|
|
expr: http_request_duration_seconds{quantile="0.95"} > 1
|
|
for: 10m
|
|
annotations:
|
|
summary: "Performance degradation detected"
|
|
```
|
|
|
|
### Automated Responses
|
|
|
|
**Actions**:
|
|
- Scale up on high load
|
|
- Scale down on low usage
|
|
- Restart unhealthy services
|
|
- Trigger optimization workflows
|
|
|
|
---
|
|
|
|
## Optimization Scripts
|
|
|
|
### Build Optimization
|
|
|
|
```bash
|
|
#!/bin/bash
|
|
# optimize-builds.sh
|
|
# - Enable caching
|
|
# - Parallel execution
|
|
# - Incremental builds
|
|
```
|
|
|
|
### Cost Optimization
|
|
|
|
```bash
|
|
#!/bin/bash
|
|
# optimize-costs.sh
|
|
# - Right-size resources
|
|
# - Remove unused resources
|
|
# - Optimize storage
|
|
```
|
|
|
|
### Performance Optimization
|
|
|
|
```bash
|
|
#!/bin/bash
|
|
# optimize-performance.sh
|
|
# - Profile applications
|
|
# - Optimize queries
|
|
# - Cache optimization
|
|
```
|
|
|
|
---
|
|
|
|
## Best Practices
|
|
|
|
### Automation
|
|
- Start with monitoring
|
|
- Automate gradually
|
|
- Test automation
|
|
- Review regularly
|
|
|
|
### Optimization
|
|
- Measure before optimizing
|
|
- Set clear targets
|
|
- Monitor results
|
|
- Iterate continuously
|
|
|
|
---
|
|
|
|
**Last Updated**: 2025-01-27
|
|
|