AI System Monitoring #296
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| name: AI System Monitoring | |
| on: | |
| schedule: | |
| - cron: '*/15 * * * *' # Every 15 minutes | |
| workflow_dispatch: | |
| jobs: | |
| system-monitoring: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Configure Monitoring Tools | |
| uses: monitoring/setup-tools@v1 | |
| with: | |
| tools: prometheus,grafana | |
| - name: AI Metric Collection | |
| id: metrics | |
| run: | | |
| python src/monitoring/ai_metric_collector.py | |
| echo "::set-output name=metrics::$(cat system-metrics.json)" | |
| - name: AI Anomaly Detection | |
| id: anomalies | |
| run: | | |
| python src/monitoring/ai_anomaly_detector.py \ | |
| --metrics ${{ steps.metrics.outputs.metrics }} | |
| echo "::set-output name=results::$(cat anomaly-results.json)" | |
| - name: AI Pattern Analysis | |
| id: patterns | |
| run: | | |
| python src/monitoring/ai_pattern_analyzer.py \ | |
| --metrics ${{ steps.metrics.outputs.metrics }} | |
| echo "::set-output name=analysis::$(cat pattern-analysis.json)" | |
| - name: AI Health Assessment | |
| id: health | |
| run: | | |
| python src/monitoring/ai_health_checker.py \ | |
| --metrics ${{ steps.metrics.outputs.metrics }} \ | |
| --anomalies ${{ steps.anomalies.outputs.results }} \ | |
| --patterns ${{ steps.patterns.outputs.analysis }} | |
| - name: Create Monitoring Report | |
| if: always() | |
| uses: actions/github-script@v6 | |
| with: | |
| script: | | |
| const metrics = require('${{ steps.metrics.outputs.metrics }}'); | |
| const anomalies = require('${{ steps.anomalies.outputs.results }}'); | |
| const patterns = require('${{ steps.patterns.outputs.analysis }}'); | |
| const summary = ` | |
| ## System Health Report 🏥 | |
| ### System Metrics | |
| ${metrics.summary} | |
| ### Detected Anomalies | |
| ${anomalies.findings.map(a => `- ${a.description} (Severity: ${a.severity})`).join('\n')} | |
| ### Pattern Analysis | |
| ${patterns.insights} | |
| ### Recommendations | |
| ${patterns.recommendations.join('\n')} | |
| `; | |
| if (anomalies.findings.length > 0) { | |
| github.rest.issues.create({ | |
| owner: context.repo.owner, | |
| repo: context.repo.repo, | |
| title: '⚠️ System Anomalies Detected', | |
| body: summary, | |
| labels: ['monitoring', 'automated'] | |
| }); | |
| } |