diff --git a/docs/internals/gsoc-2026.md b/docs/internals/gsoc-2026.md
index 7d8f1176..7f97e660 100644
--- a/docs/internals/gsoc-2026.md
+++ b/docs/internals/gsoc-2026.md
@@ -104,7 +104,7 @@ to their deployment context.
 ### Links
 
 - [Metaflow Functions Talk (InfoQ)](https://www.infoq.com/presentations/ml-netflix/)
-- [Existing Implementation](https://github.com/Netflix/metaflow_rc/tree/master/nflx-metaflow-function)
+- [Existing Implementation](https://github.com/Netflix/metaflow-nflx-extensions)
 - [Metaflow Documentation](https://docs.metaflow.org)
 - [Metaflow Extensions Template](https://github.com/Netflix/metaflow-extensions-template)
 
@@ -522,7 +522,7 @@ filesystem restrictions, and resource limits for sandboxed execution.
 - [Development Container Specification](https://containers.dev/)
 - [DevPod](https://github.com/loft-sh/devpod)
 - [Daytona](https://github.com/daytonaio/daytona)
-- [Metaflow Decorators](https://docs.metaflow.org/api/decorators)
+- [Metaflow Decorators](https://docs.metaflow.org/api/step-decorators)
 - [Metaflow Extensions Template](https://github.com/Netflix/metaflow-extensions-template)
 
 ---