IT & Security
Infrastructure Monitoring
Watches servers, databases, and services. Catches problems before they become incidents and alerts engineers.
When to use it
Companies running their own IT infrastructure or complex services.
How it works — example
- Input
- A fleet of 15 servers, 8 databases, and 30 production services.
- Agent actions
- The agent watches metrics, detects rising load, and predicts a failure two to three hours out.
- Result
- The engineer gets: "prod-db-3 is at 92% capacity and will hit 100% in four hours. Clean up the logs?"
Business impact
Month 1: 50% fewer incidents. Month 3: 80% less downtime. Month 6: proactive instead of reactive support.
Similar agents
First-Line IT Helpdesk
Helps employees with common IT issues: VPN, passwords, access, setup. Escalates only the hard cases to an engineer.
SOC / Cybersecurity
Analyzes logs, detects suspicious activity, escalates threats, and prepares reports for the CISO.
Code Review
Reviews code in pull requests with comments on quality, security, and style. Supports junior developers.
QA Tester
Runs test scenarios, documents bugs, performs regression testing, and prepares test data.