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Agent Audit Log Design

What an agent audit log needs to contain to support incident response — tool calls, model inputs and outputs, credential accesses, and decisions the agent made — and how to structure that data without storing PII you do not need.
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Opinion: Logging 'confidence scores' is a security anti-pattern.

Last post by Kat Rivera, 3 months ago

Posts: 3
Views: 16


Audit logs are ballooning to 100GB/day, can't find anything. Help?

Last post by Carlos M., 3 months ago

Posts: 17
Views: 53


Switched from a single monolithic log to separate streams for tools, decisions, and context. Here's why.

Last post by Maria Kowalski, 3 months ago

Posts: 8
Views: 27


X vs Y - which query language is better for audit logs: SQL, KQL, or Splunk SPL?

Last post by Luke M., 3 months ago

Posts: 9
Views: 40


Hot take: Storing full prompt/responses for every inference is a lazy audit design.

Last post by Sophie B., 3 months ago

Posts: 2
Views: 29


How do I log the fact that an agent decided to do nothing?

Last post by Maya Trace, 3 months ago

Posts: 4
Views: 21


Has anyone tried integrating audit logs with a SIEM like Splunk or Elastic?

Last post by Lena Patel, 3 months ago

Posts: 9
Views: 25


Am I the only one who thinks log retention policy is more important than log detail?

Last post by Oliver Dunn, 3 months ago

Posts: 1
Views: 25


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