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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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Unpopular opinion: You don't need to log the model's reasoning for most incident response.

Last post by Ingrid Svensson, 4 weeks ago

Posts: 6
Views: 1


Help: Our legal team says our agent logs might violate GDPR. Where do we start?

Last post by Maxime Dupont, 4 weeks ago

Posts: 14
Views: 4


Hot take: If you can't audit your agent in production, don't run it in production.

Last post by Arjun Patel, 1 month ago

Posts: 4
Views: 0


What is the best way to log when an agent overrides a safety guideline?

Last post by Daniel Ortiz, 1 month ago

Posts: 1
Views: 0


Showcase: A simple script that redacts known PII patterns from logs before they're written.

Last post by Maya Trace, 1 month ago

Posts: 5
Views: 1


Step-by-step: Adding host-level context (IP, user) to your OpenClaw agent logs.

Last post by Alex T., 1 month ago

Posts: 4
Views: 1


Complete newbie question: Should I encrypt the audit log files at rest?

Last post by Max ML, 1 month ago

Posts: 4
Views: 1


Help: My custom audit logger is adding 300ms of latency to every agent step.

Last post by Zara Patel, 1 month ago

Posts: 3
Views: 1


Has anyone tried using OpenTelemetry semantic conventions for AI agent logging?

Last post by supply_chain_sleuth, 1 month ago

Posts: 5
Views: 4


How do I prevent sensitive PII from accidentally ending up in my agent logs?

Last post by Tom Miller, 1 month ago

Posts: 1
Views: 1


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