diff --git a/Project.toml b/Project.toml
index a524391d..c93ef6ab 100644
--- a/Project.toml
+++ b/Project.toml
@@ -56,7 +56,7 @@ LinearAlgebra = "1"
 Mixers = "0.1.2"
 ModelingToolkit = "9"
 NNlib = "0.9.13"
-NonlinearSolve = "3.13.0"
+NonlinearSolve = "4"
 Polyester = "0.7.12"
 PreallocationTools = "0.4.23"
 PrecompileTools = "1.2.1"
diff --git a/docs/examples/StochasticSystem.jl b/oldexamples/StochasticSystem.jl
similarity index 100%
rename from docs/examples/StochasticSystem.jl
rename to oldexamples/StochasticSystem.jl
diff --git a/test/AD_test.jl b/test/AD_test.jl
index 2881655b..30a60ef4 100644
--- a/test/AD_test.jl
+++ b/test/AD_test.jl
@@ -2,7 +2,7 @@ using NetworkDynamics
 using Graphs
 using DifferentiationInterface
 using DifferentiationInterfaceTest
-import ForwardDiff, ReverseDiff, Enzyme, FiniteDiff
+import ForwardDiff, FiniteDiff
 
 (isinteractive() && @__MODULE__()==Main ? includet : include)("ComponentLibrary.jl")
 
diff --git a/test/Project.toml b/test/Project.toml
index b6296f61..cfb693cd 100644
--- a/test/Project.toml
+++ b/test/Project.toml
@@ -4,34 +4,41 @@ name = "NetworkDynamics-Tests"
 Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
 Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"
 CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
+CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
 Chairmarks = "0ca39b1e-fe0b-4e98-acfc-b1656634c4de"
 DelimitedFiles = "8bb1440f-4735-579b-a4ab-409b98df4dab"
+DiffEqCallbacks = "459566f4-90b8-5000-8ac3-15dfb0a30def"
 DifferentiationInterface = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
 DifferentiationInterfaceTest = "a82114a7-5aa3-49a8-9643-716bb13727a3"
-Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+DynamicQuantities = "06fc5a27-2a28-4c7c-a15d-362465fb6821"
 ExplicitImports = "7d51a73a-1435-4ff3-83d9-f097790105c7"
 FiniteDiff = "6a86dc24-6348-571c-b903-95158fe2bd41"
 ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+GraphMakie = "1ecd5474-83a3-4783-bb4f-06765db800d2"
 Graphs = "86223c79-3864-5bf0-83f7-82e725a168b6"
 InteractiveUtils = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+LinearInterpolations = "b20c7882-2490-4592-a606-fbbfe9e745e8"
 Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
 ModelingToolkit = "961ee093-0014-501f-94e3-6117800e7a78"
 NetworkDynamics = "22e9dc34-2a0d-11e9-0de0-8588d035468b"
 OrderedCollections = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
 OrdinaryDiffEqNonlinearSolve = "127b3ac7-2247-4354-8eb6-78cf4e7c58e8"
 OrdinaryDiffEqRosenbrock = "43230ef6-c299-4910-a778-202eb28ce4ce"
+OrdinaryDiffEqSDIRK = "2d112036-d095-4a1e-ab9a-08536f3ecdbf"
 OrdinaryDiffEqTsit5 = "b1df2697-797e-41e3-8120-5422d3b24e4a"
 Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
+Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
+Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
-ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
 SafeTestsets = "1bc83da4-3b8d-516f-aca4-4fe02f6d838f"
 SciMLBase = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
 SimpleWeightedGraphs = "47aef6b3-ad0c-573a-a1e2-d07658019622"
 SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 Static = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
+StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 SteadyStateDiffEq = "9672c7b4-1e72-59bd-8a11-6ac3964bc41f"
 SymbolicIndexingInterface = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
diff --git a/test/runtests.jl b/test/runtests.jl
index 6e09cd62..0f955c96 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -56,11 +56,6 @@ using ExplicitImports
 end
 
 @testset "Test Doc Examples" begin
-    @info "Activate doc environment and test examples"
-    Pkg.activate(joinpath(pkgdir(NetworkDynamics), "docs"))
-    Pkg.develop(path=pkgdir(NetworkDynamics))
-    Pkg.instantiate()
-
     examples = joinpath(pkgdir(NetworkDynamics), "docs", "examples")
     for file in readdir(examples; join=true)
         endswith(file, ".jl") || continue