Probe Agent
Intelligent data discovery for precise insights.
Publisher
Kyndryl
Product Details
This agent probes servers and applications and interprets their metrics. It monitors servers and applications, collects and analyzes performance metrics, and provides insights into system health and behavior. It can proactively identify anomalies and report on key operational indicators.
The agent supports IT operations with detailed insight into server and application performance, enabling proactive issue resolution and performance tuning. Expected benefits include enhanced system stability, reduced downtime from early identification of performance bottlenecks, and improved resource utilization. Its primary users are IT operations teams, system administrators, and performance engineers across industries. It is built with Vertex AI, Cloud Run, Container Registry, BigQuery, Cloud Storage, and Cloud Monitor.
Key Use Cases
Proactive Infrastructure Anomaly Detection
Continuously gathers server metrics via Cloud Monitor and analyzes BigQuery logs using Vertex AI to pinpoint system degradation prior to outages.
IT Capacity and Performance Tuning
Identifies underutilized or saturated compute resources across hybrid workloads, delivering actionable recommendations to systems engineering teams.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.