diff --git a/Project.toml b/Project.toml
index 559bf250..a2200d4d 100644
--- a/Project.toml
+++ b/Project.toml
@@ -50,7 +50,7 @@ Random = "1.10"
 Reexport = "1.2.2"
 SafeTestsets = "0.1"
 SciMLBase = "2.51, 3"
-SciMLTesting = "1"
+SciMLTesting = "1.6"
 SparseArrays = "1.10"
 Static = "1.2.0"
 Statistics = "1.10"
diff --git a/test/qa/Project.toml b/test/qa/Project.toml
index 54c4d2f7..3cfb6563 100644
--- a/test/qa/Project.toml
+++ b/test/qa/Project.toml
@@ -1,6 +1,5 @@
 [deps]
 Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"
-ExplicitImports = "7d51a73a-1435-4ff3-83d9-f097790105c7"
 JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b"
 ReservoirComputing = "7c2d2b1e-3dd4-11ea-355a-8f6a8116e294"
 SafeTestsets = "1bc83da4-3b8d-516f-aca4-4fe02f6d838f"
@@ -12,9 +11,8 @@ ReservoirComputing = {path = "../.."}
 
 [compat]
 Aqua = "0.8"
-ExplicitImports = "1.14.0"
 JET = "0.9, 0.10.10, 0.11"
 SafeTestsets = "0.1"
-SciMLTesting = "1"
+SciMLTesting = "1.6"
 Test = "1"
 julia = "1.10"
diff --git a/test/qa/qa.jl b/test/qa/qa.jl
index f127799d..5857bd4e 100644
--- a/test/qa/qa.jl
+++ b/test/qa/qa.jl
@@ -1,24 +1,42 @@
-using ReservoirComputing, Aqua, ExplicitImports, JET
-using Test
+using SciMLTesting, ReservoirComputing, Test
+using JET
 
-@testset "Aqua" begin
-    Aqua.find_persistent_tasks_deps(ReservoirComputing)
-    Aqua.test_ambiguities(ReservoirComputing; recursive = false)
-    Aqua.test_deps_compat(ReservoirComputing)
-    Aqua.test_piracies(ReservoirComputing)
-    Aqua.test_project_extras(ReservoirComputing)
-    Aqua.test_stale_deps(ReservoirComputing)
-    Aqua.test_unbound_args(ReservoirComputing)
-    Aqua.test_undefined_exports(ReservoirComputing)
-end
-
-@testset "ExplicitImports" begin
-    @test check_no_implicit_imports(ReservoirComputing) === nothing
-    @test check_no_stale_explicit_imports(ReservoirComputing) === nothing
-end
-
-JET.test_package(
+run_qa(
     ReservoirComputing;
-    target_modules = (ReservoirComputing,),
-    toplevel_logger = nothing
+    explicit_imports = true,
+    jet_kwargs = (;
+        target_modules = (ReservoirComputing,),
+        mode = :typo,
+        toplevel_logger = nothing,
+    ),
+    ei_kwargs = (;
+        all_qualified_accesses_are_public = (;
+            ignore = (
+                :OneTo,        # Base (non-public)
+                :tail,         # Base (non-public)
+                :aos_to_soa,   # ArrayInterface (non-public)
+                :Partial,      # WeightInitializers.PartialFunction (non-public)
+                :default_rng,  # WeightInitializers.Utils (non-public)
+                :ones,         # WeightInitializers.DeviceAgnostic (non-public)
+                :rand,         # WeightInitializers.DeviceAgnostic (non-public)
+                :zeros,        # WeightInitializers.DeviceAgnostic (non-public)
+            ),
+        ),
+        all_explicit_imports_are_public = (;
+            ignore = (
+                :return_init_as,     # ReservoirComputing (own non-public name)
+                :DeviceAgnostic,     # WeightInitializers (non-public)
+                :PartialFunction,    # WeightInitializers (non-public)
+                :Utils,              # WeightInitializers (non-public)
+                :StaticInteger,      # Static (non-public)
+                :apply,              # LuxCore (non-public)
+                :initialparameters,  # LuxCore (non-public)
+                :initialstates,      # LuxCore (non-public)
+                :outputsize,         # LuxCore (non-public)
+                :replicate,          # LuxCore (non-public)
+                :setup,              # LuxCore (non-public)
+                :statelength,        # LuxCore (non-public)
+            ),
+        ),
+    )
 )