OPERATIONS / LIVE DEMO
AI DevOps Operations Center
Environment: production
● All systems operational
System uptime
99.94%
▲ 0.08% this month
Active services
12 / 12
All healthy
Deployments
24
Last 30 days
Open incidents
1
1 needs attention
Deployment pipeline
✓
BuildPassed✓
Tests127 / 127✓
PackageDocker image✓
DeployProduction✦
AI Operations Insight
Latest analysis
Elevated API latency
Latency increased 18% after the latest deployment. No service failure detected. Recommend monitoring database response time.
Infrastructure health
Active incident #1042
Elevated authentication errors
Failure rate is above the normal baseline. AI recommends reviewing the latest auth-service deployment.
Deployment history
| Version | Service | Environment | Status | Time |
|---|---|---|---|---|
| v2.4.1 | api-gateway | production | SUCCESS | Today, 14:32 |
| v2.4.0 | auth-service | production | WARNING | Today, 12:08 |
| v2.3.9 | worker | production | SUCCESS | Yesterday, 18:21 |
CPU utilization
68%
App cluster average
Memory
61%
Within baseline
Requests / min
8,421
▲ 4.2%
Error rate
2.8%
Above 2% baseline
Service status
| Service | CPU | Memory | Latency | Status |
|---|---|---|---|---|
| api-gateway | 34% | 48% | 82 ms | HEALTHY |
| auth-service | 72% | 63% | 164 ms | DEGRADED |
| orders-service | 51% | 59% | 91 ms | HEALTHY |
| worker | 27% | 44% | — | HEALTHY |
Application & infrastructure logs
INCIDENT #1042 • HIGH
Elevated authentication errors
Detected 8 minutes ago. Authentication failures increased 340% following deployment v2.4.0.
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AI responseWaiting for investigation
Ask the AI to correlate the simulated logs and deployment history.
✦
AI Operations Analyst
Analyze simulated operational data
Current assessment
The platform is healthy overall. The primary anomaly is elevated authentication latency and error rate following the auth-service deployment. Correlating deployment timing with logs suggests a configuration issue is worth investigating.
What the demo demonstrates
Log analysis → anomaly detection → incident assessment → recommended action → simulated recovery.