diff --git a/Project.toml b/Project.toml
index 243e3ee..013de91 100644
--- a/Project.toml
+++ b/Project.toml
@@ -17,7 +17,7 @@ LogExpFunctions = "0.3.14, 1.0"
 PrecompileTools = "1.2.0"
 Random = "1.10"
 SafeTestsets = "0.1, 1"
-SciMLTesting = "2.1"
+SciMLTesting = "2.4"
 Statistics = "1"
 Test = "1"
 julia = "1.10"
diff --git a/docs/make.jl b/docs/make.jl
index 5e0796e..b056462 100644
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -9,7 +9,8 @@ makedocs(
     sitename = "PoissonRandom.jl",
     authors = "Chris Rackauckas",
     modules = [PoissonRandom],
-    clean = true, doctest = false, linkcheck = true,
+    clean = true, doctest = true, linkcheck = true,
+    checkdocs = :exports,
     format = Documenter.HTML(
         analytics = "UA-90474609-3",
         assets = ["assets/favicon.ico"],
diff --git a/test/qa/Project.toml b/test/qa/Project.toml
index 25c9bab..04314ad 100644
--- a/test/qa/Project.toml
+++ b/test/qa/Project.toml
@@ -10,6 +10,6 @@ Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 Aqua = "0.8"
 JET = "0.9, 0.10, 0.11"
 SafeTestsets = "0.1, 1"
-SciMLTesting = "2.1"
+SciMLTesting = "2.4"
 Test = "1"
 julia = "1.10"
diff --git a/test/qa/qa.jl b/test/qa/qa.jl
index cab227b..e4c1003 100644
--- a/test/qa/qa.jl
+++ b/test/qa/qa.jl
@@ -2,11 +2,9 @@ using SciMLTesting, PoissonRandom, JET
 
 run_qa(
     PoissonRandom;
-    explicit_imports = true,
     ei_kwargs = (;
-        # default_rng / rng_native_52 are Random stdlib internals (not public in
-        # Random): default_rng is the standard default-RNG accessor; rng_native_52 is
-        # extended for the PassthroughRNG sampler chain.
-        all_qualified_accesses_are_public = (; ignore = (:default_rng, :rng_native_52)),
+        # `rng_native_52` is the stdlib sampler hook required by CUDA's device
+        # `randexp` overlay for `PassthroughRNG`; Random has no public replacement.
+        all_qualified_accesses_are_public = (; ignore = (:rng_native_52,)),
     ),
 )