diff --git a/sycl/doc/SYCLGraphUsageGuide.md b/sycl/doc/SYCLGraphUsageGuide.md
index 9add8272bda8..58307a307628 100644
--- a/sycl/doc/SYCLGraphUsageGuide.md
+++ b/sycl/doc/SYCLGraphUsageGuide.md
@@ -116,6 +116,14 @@ occupancy.
 
 ### Recording Library Calls
 
+#### A Note On Library Compatibility
+
+Since the extension is still experimental and currently under active
+development, compatibility with capturing calls to SYCL-based libraries is not
+guaranteed. Typically these libraries were developed without knowledge of SYCL
+Graph and thus may behave in ways that are incompatible with graph capture (such
+as the ones detailed in this guide).
+
 #### Warmups
 
 Some libraries may perform one-time warmups on first execution of some