diff --git a/articles/detecting-ai-agents-like-openclaw-with-automated-tooling.md b/articles/detecting-ai-agents-like-openclaw-with-automated-tooling.md
index ae350147e3..3f32786cf8 100644
--- a/articles/detecting-ai-agents-like-openclaw-with-automated-tooling.md
+++ b/articles/detecting-ai-agents-like-openclaw-with-automated-tooling.md
@@ -4,7 +4,7 @@
- Part 1: [OpenClaw: Open for work?](https://fleetdm.com/articles/openclaw-open-for-work)
- Part 2: Detecting AI agents like OpenClaw with automated tooling
-- Part 3: [Mitigation assets and detection patterns for AI agents like OpenClaw](https://fleetdm.com/articles/mitigation-assets-and-detection-patterns-for-ai-agents-like-openclaw)
+- Part 3: [Mitigation assets and detection patterns for AI agents like OpenClaw](https://fleetdm.com/guides/mitigation-assets-and-detection-patterns-for-ai-agents-like-openclaw)
AI-powered coding assistants, autonomous security agents, and extension-based development tools are transforming how engineering teams operate. The innovations are real, but they introduce a new category of shadow IT with significant security and compliance implications.
@@ -143,7 +143,7 @@ The time to establish control is now, before AI tools become entrenched. With a
For more on this topic, check out [Threat Hunting AI Agents and Autonomous Tooling: What Your Board Needs to Know](https://www.linkedin.com/pulse/threat-hunting-ai-agents-autonomous-tooling-what-your-dhruv-majumdar-ia49c/?trackingId=jc1qB6wobL0xVUGoy5al%2Fg%3D%3D) from our very own VP of Security Solutions, [Dhruv Majumdar](https://www.linkedin.com/in/neondhruv/).
-In our [next article](https://fleetdm.com/articles/mitigation-assets-and-detection-patterns-for-ai-agents-like-openclaw) (part 3 of this series) Fleet's [Adam Baali](https://www.linkedin.com/in/adambaali/) will go beyond the overview given here and provide mitigations that security teams can use today.
+In our [next article](https://fleetdm.com/guides/mitigation-assets-and-detection-patterns-for-ai-agents-like-openclaw) (part 3 of this series) Fleet's [Adam Baali](https://www.linkedin.com/in/adambaali/) will go beyond the overview given here and provide mitigations that security teams can use today.