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Since agents perform tasks autonomously, it’s important to monitor what they’re doing.

Agent Diary

Each agent maintains a diary — a high-level record of activities and internal reasoning.
Agent Diary

The agent diary shows high-level activities and reasoning

The diary shows:
  • What the agent has been working on
  • Key decisions and their reasoning
  • Important events and outcomes
  • Interactions with users and other agents

Activity Log

The activity log is a detailed technical audit trail of all actions.
Activity Log

The activity log provides detailed audit trails of all actions

The activity log shows:
FieldDescription
TriggerWhat started the action (email, schedule, webhook, chat)
InterpretationHow the agent understood the event
PlanWhat the agent planned to do
Security AssessmentThe security agent’s evaluation
ExecutionSpecific tool calls, messages, and results

Real-Time Monitoring

The activity log updates live as agents work:
  • Watch agents execute tasks in real-time
  • See tool calls as they happen
  • Monitor message sending
  • Track API interactions
Real-time monitoring is particularly useful when testing new agent configurations or debugging unexpected behavior.

Why This Matters

Trust

See exactly what agents are thinking and doing to build confidence.

Debugging

Identify and fix issues by reviewing the decision chain.

Compliance

Maintain audit trails for regulatory requirements.

Improvement

Learn from agent behavior to refine instructions.

Transparency

This transparency is crucial for trust — you can see exactly what the agent is thinking and doing, including:
  • The reasoning behind each decision
  • Which tools were used and why
  • What information was accessed
  • How the agent handled unexpected situations