diff --git a/articles/the-confidence-gap.md b/articles/the-confidence-gap.md
index b064c18410..3ad3defea5 100644
--- a/articles/the-confidence-gap.md
+++ b/articles/the-confidence-gap.md
@@ -1,12 +1,12 @@
# The confidence gap: why IT leaders are abandoning legacy endpoint management
-Managing thousands of endpoints shouldn’t rely on blind trust or manual UI clicks. Here is why engineering-driven organizations are demanding a new standard for device management.
+Managing thousands of endpoints shouldn’t rely on blind trust or manual UI clicks. Here is why engineering-driven organizations are demanding a new standard.
### Links to article series:
- Part 1: The confidence gap: why IT leaders are abandoning legacy endpoint management
- Part 2: [Rethinking endpoint management: Fleet, osquery and Infrastructure as Code](https://fleetdm.com/articles/rethinking-endpoint-management)
-- Part 3: Supercharging endpoint management: AI assistants and event-driven automation
+- Part 3: [Supercharging endpoint management: AI assistants and event-driven automation](https://fleetdm.com/articles/supercharging-endpoint-management)
## Assessing the damage
@@ -62,7 +62,7 @@ The confidence gap exists because legacy tools ask IT leaders to trust a black b
To solve the challenges of limited visibility, error-prone manual actions, and tool sprawl, IT must treat endpoint management as an engineering discipline.
-The [next article](https://fleetdm.com/articles/rethinking-endpoint-management) in this series will highlight the components that make up this modern endpoint management stack: `osquery`, [Fleet](https://fleetdm.com/), and [Infrastructure as Code (Iac)](https://about.gitlab.com/topics/gitops/infrastructure-as-code/). The final article in the series will cover supercharging your IT team and launching endpoint management into the future by using AI coding assistants and event-driven automation.
+The [next article](https://fleetdm.com/articles/rethinking-endpoint-management) in this series will highlight the components that make up this modern endpoint management stack: [`osquery`](https://www.osquery.io/), [Fleet](https://fleetdm.com/), and [Infrastructure as Code (Iac)](https://about.gitlab.com/topics/gitops/infrastructure-as-code/). The final article in the series will cover supercharging your IT team and launching endpoint management into the future by using AI coding assistants and event-driven automation.