diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml
index cd7edbe4..ffaca8a1 100644
--- a/.github/workflows/CI.yml
+++ b/.github/workflows/CI.yml
@@ -13,8 +13,9 @@ jobs:
       fail-fast: false
       matrix:
         version:
-          - '1.6'
-          - '1'
+          - 'lts' # long-term support release
+          - '1'   # latest stable 1.x release
+          - 'pre' # latest stable prerelease
         os:
           - ubuntu-latest
         arch:
diff --git a/Project.toml b/Project.toml
index 4f6ddd9d..df9dbf6c 100644
--- a/Project.toml
+++ b/Project.toml
@@ -19,9 +19,10 @@ DataStructures = "0.17, 0.18"
 GeometryBasics = "0.4"
 Graphs = "1.4"
 Makie = "0.21"
-NetworkLayout = "0.4.3"
+NetworkLayout = "0.4.7"
 PolynomialRoots = "1"
 SimpleTraits = "0.9"
+StableRNGs = "1.0.2"
 StaticArrays = "1.2"
 julia = "1"
 
@@ -30,7 +31,8 @@ CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
 FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
 Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
 ReferenceTests = "324d217c-45ce-50fc-942e-d289b448e8cf"
+StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [targets]
-test = ["CairoMakie", "FileIO", "Literate", "ReferenceTests", "Test"]
+test = ["CairoMakie", "FileIO", "Literate", "ReferenceTests", "StableRNGs", "Test"]
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diff --git a/assets/reftests.jl-40.png b/assets/reftests.jl-40.png
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diff --git a/assets/reftests.jl-41.png b/assets/reftests.jl-41.png
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diff --git a/assets/reftests.jl-42.png b/assets/reftests.jl-42.png
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diff --git a/assets/reftests.jl-43.png b/assets/reftests.jl-43.png
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diff --git a/docs/Project.toml b/docs/Project.toml
index 0b9b68d9..7698e1d7 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -1,3 +1,5 @@
+name = "GraphMakie docs"
+
 [deps]
 CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
 Cbc = "9961bab8-2fa3-5c5a-9d89-47fab24efd76"
@@ -15,6 +17,7 @@ NetworkDynamics = "22e9dc34-2a0d-11e9-0de0-8588d035468b"
 NetworkLayout = "46757867-2c16-5918-afeb-47bfcb05e46a"
 OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed"
 RegistryInstances = "2792f1a3-b283-48e8-9a74-f99dce5104f3"
+StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 WGLMakie = "276b4fcb-3e11-5398-bf8b-a0c2d153d008"
 
 [compat]
@@ -31,7 +34,7 @@ Literate = "2"
 MLJ = "0.20"
 Makie = "0.21"
 NetworkDynamics = "0.8.3"
-NetworkLayout = "0.4"
+NetworkLayout = "0.4.7"
 OrdinaryDiffEq = "6"
 RegistryInstances = "0.1"
 WGLMakie = "0.10"
diff --git a/docs/examples/plots.jl b/docs/examples/plots.jl
index daec893b..30cd1cf9 100644
--- a/docs/examples/plots.jl
+++ b/docs/examples/plots.jl
@@ -9,6 +9,7 @@ CairoMakie.activate!(type="png") # hide
 set_theme!(size=(800, 400)) #hide
 using GraphMakie
 using Graphs
+using StableRNGs
 
 g = wheel_graph(10)
 f, ax, p = graphplot(g)
@@ -82,7 +83,7 @@ hidedecorations!(ax); hidespines!(ax); ax.aspect = DataAspect()
 # This is not very nice, lets change the offsets based on the `node_positions`
 
 offsets = 0.15 * (p[:node_pos][] .- p[:node_pos][][1])
-offsets[1] = Point2f(0, 0.3)
+offsets[1] = Point2f(0.1, 0.3)
 p.nlabels_offset[] = offsets
 autolimits!(ax)
 @save_reference f #hide
@@ -98,10 +99,10 @@ f, ax, p = graphplot(g;
 xlims!(ax, (-1.5, 1.3))
 ylims!(ax, (-2.3, 0.7))
 hidedecorations!(ax); hidespines!(ax); ax.aspect = DataAspect()
-f #hide
+@save_reference f #hide
 
 # ## Adding Edge Labels
-g = barabasi_albert(6, 2; seed=42)
+g = barabasi_albert(6, 2; rng=StableRNGs.StableRNG(1))
 
 labels =  repr.(1:ne(g))
 
@@ -109,7 +110,7 @@ f, ax, p = graphplot(g, elabels=labels,
                      elabels_color=[:black for i in 1:ne(g)],
                      edge_color=[:black for i in 1:ne(g)])
 hidedecorations!(ax); hidespines!(ax); ax.aspect = DataAspect()
-@save_reference f #hide
+f #hide
 
 #=
 The position of the edge labels is determined by several plot arguments.
@@ -118,7 +119,7 @@ All possible arguments are described in the docs of the [`graphplot`](@ref) func
 By default, each label is placed in the middle of the edge and rotated to match the edge rotation.
 The rotation for each label can be overwritten with the `elabels_rotation` argument.
 =#
-p.elabels_rotation[] = Dict(i => i == 5 ? 0.0 : Makie.automatic for i in 1:ne(g))
+p.elabels_rotation[] = Dict(i => i == 2 ? 0.0 : Makie.automatic for i in 1:ne(g))
 nothing #hide
 
 #=
@@ -126,7 +127,7 @@ One can shift the label along the edge with the `elabels_shift` argument and det
 in pixels using the `elabels_distance` argument.
 =#
 
-p.elabels_side[] = Dict(i => :right for i in [1,2,8,6])
+p.elabels_side[] = Dict(i => :right for i in [6,7])
 p.elabels_offset[] = [Point2f(0.0, 0.0) for i in 1:ne(g)]
 p.elabels_offset[][5] = Point2f(-0.4,0)
 p.elabels_offset[] = p.elabels_offset[]
@@ -181,7 +182,7 @@ hidedecorations!(ax); hidespines!(ax); ax.aspect = DataAspect()
 
 # It is possible to change the appearance using the `selfedge_` attributes:
 p.selfedge_size = Dict(1=>Makie.automatic, 4=>3.6, 6=>0.5) #idx as in edges(g)
-p.selfedge_direction = Point2f(0.3, 1)
+p.selfedge_direction = Point2f(-0.25, -0.3)
 p.selfedge_width = Any[Makie.automatic for i in 1:ne(g)]
 p.selfedge_width[][4] = 0.6*π; notify(p.selfedge_width)
 autolimits!(ax)
@@ -218,7 +219,7 @@ It is also possible to specify the distance on a per edge base:
 g = complete_digraph(3)
 distances = collect(0.05:0.05:ne(g)*0.05)
 elabels = "d = ".* repr.(round.(distances, digits=2))
-f, ax, p = graphplot(g; curve_distance=distances, elabels, arrow_size=20)
+f, ax, p = graphplot(g; curve_distance=distances, elabels, arrow_size=20, elabels_distance=15)
 hidedecorations!(ax); hidespines!(ax); ax.aspect = DataAspect()
 @save_reference f #hide
 
@@ -307,12 +308,8 @@ experimental. Feel free to file an issue if there are any problems.
 =#
 set_theme!(size=(800, 800)) #hide
 g = smallgraph(:cubical)
-elabels_shift = [0.5 for i in 1:ne(g)]
-elabels_shift[[2,7,8,9]] .= 0.3
-elabels_shift[10] = 0.25
 f, ax, p = graphplot(g; layout=Spring(dim=3, seed=5),
     elabels="Edge ".*repr.(1:ne(g)),
-    elabels_shift,
     arrow_show=true,
     arrow_shift=0.9,
     arrow_size=15)
diff --git a/docs/examples/reftests.jl b/docs/examples/reftests.jl
index 66bc8769..693ee146 100644
--- a/docs/examples/reftests.jl
+++ b/docs/examples/reftests.jl
@@ -126,12 +126,13 @@ graphplot(fig[1,2],
           )
 hidedecorations!(current_axis())
 
-graphplot(fig[2,1],
+graphplot(fig[2,1], layout=Stress(),
           DiGraph([Edge(1 => 2), Edge(2 => 3), Edge(3=>4), Edge(4=>1)]),
           edge_attr = (; linestyle = Linestyle([0.5, 1.0, 1.5, 2.5])),
           edge_plottype = :beziersegments,
           )
 hidedecorations!(current_axis())
+fig
 @save_reference fig
 
 # ## Self loop with waypoints
diff --git a/docs/examples/scenegraph.jl b/docs/examples/scenegraph.jl
index f9811b08..fb52216f 100644
--- a/docs/examples/scenegraph.jl
+++ b/docs/examples/scenegraph.jl
@@ -64,7 +64,7 @@ end
 ## This is a utility function for the label, to avoid
 ## the cruft that comes from excessive type printing.
 label_str(::Scene) = "Scene"
-label_str(::Makie.Combined{F, T}) where {F, T} = string(F) # get only the plot func, not the argument type
+label_str(::Plot{F}) where {F} = string(F) # get only the plot func, not the argument type
 nothing #hide
 
 
diff --git a/docs/make.jl b/docs/make.jl
index 67e0fba3..1dcac819 100644
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -9,6 +9,10 @@ using NetworkDynamics
 using LayeredLayouts
 using Graphs
 using RegistryInstances
+using NetworkLayout
+using StableRNGs
+
+NetworkLayout.DEFAULT_RNG[] = StableRNG
 
 DocMeta.setdocmeta!(GraphMakie, :DocTestSetup, :(using GraphMakie); recursive=true)
 
diff --git a/test/referencetests.jl b/test/referencetests.jl
index a28f50e0..986aeeb3 100644
--- a/test/referencetests.jl
+++ b/test/referencetests.jl
@@ -88,11 +88,11 @@ end
 
         # equal = ReferenceTests.psnr_equality()(load(old), load(new))
         score = compare(load(old), load(new))
-        MEH =  48
-        GOOD = 200
+        MEH =  40
+        GOOD = 90
 
         # basicially disable check on older julia versions
-        if VERSION < v"1.10"
+        if VERSION < v"1.11"
             MEH = 0;
         end
 
diff --git a/test/runtests.jl b/test/runtests.jl
index 34f9611f..149dca04 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -5,6 +5,9 @@ using GraphMakie.NetworkLayout
 using Makie.Colors
 using StaticArrays
 using Test
+using StableRNGs
+
+NetworkLayout.DEFAULT_RNG[] = StableRNG
 
 include("beziercurves_test.jl")