Audit Log Hookv1.0.0

Organizations subject to security standards (SOC2, ISO 27001) need to log all tool calls for compliance audits. The Audit Log Hook captures every before/after tool call with timestamps, user info, and parameters, enabling security teams to demonstrate control over AI agent actions.

Developers building AI agents can use the audit log to trace tool call sequences and identify failures. The after_tool_call hook records errors and duration, helping debug issues like timeouts or incorrect parameters without modifying agent code.

Cloud platforms or SaaS providers offering AI agents can meter usage per session or user. The audit log counts tool calls and associates them with session keys, enabling usage-based billing or cost allocation across departments.

Customer support or virtual assistant providers can analyze tool usage patterns to improve agent performance. By mining the audit log, product teams can identify popular tools, common error scenarios, and user sessions to optimize responses.

When an AI agent behaves unexpectedly or maliciously, security teams need forensic logs. The audit log provides a tamper-evident trail of tool calls with parameters and results, enabling post-incident analysis and attribution.

Offer AI agent audit logging as a managed compliance solution for enterprises. Automate log aggregation, redact sensitive data, and generate compliance reports for auditors.

Leverage audit logs to measure agent tool usage and bill customers per call or per session. Integrate with existing billing systems using the structured log data.

Offer a premium monitoring dashboard that visualizes tool call frequencies, error rates, and session statistics derived from the audit log. Target developers and operations teams.