Audit Logging & Traceability

Track, monitor, and analyze every agent action to ensure accountability, compliance, and continuous improvement

Log Analysis & Querying

Collecting logs is only the first step. The real value comes from analyzing them to detect issues, identify patterns, and investigate incidents. Effective log analysis requires powerful querying tools, pattern detection, and automated alerting to turn raw data into actionable insights.

🔍 Search & Filter

Query logs by time, agent, action, status, or any field

📊 Pattern Detection

Identify anomalies, trends, and recurring issues

🚨 Alerting

Automated notifications for critical events

🔬 Forensics

Trace full execution paths for debugging

Interactive: Log Query Simulator

Use filters to query sample logs and find specific events:

Pattern Detection

Advanced log analysis can automatically detect suspicious patterns:

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Pro Tip: Centralized Logging

Use tools like ELK Stack (Elasticsearch, Logstash, Kibana), Splunk, or Datadog to aggregate logs from all agents into a single searchable platform. This enables cross-agent correlation, powerful queries, and real-time dashboards for monitoring agent behavior at scale.