diff --git a/docs/make.jl b/docs/make.jl
index 724fab96..f01d3919 100755
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -11,6 +11,7 @@ if Base.active_project() != joinpath(@__DIR__, "Project.toml")
     Pkg.develop(PackageSpec(; path = (@__DIR__) * "/../"))
     Pkg.resolve()
     Pkg.instantiate()
+    Pkg.build("IJulia")
 end
 
 # (b) Did someone say render? Then we render!
diff --git a/tutorials/implement-a-manifold.qmd b/tutorials/implement-a-manifold.qmd
index f56d31c9..b4f0b322 100644
--- a/tutorials/implement-a-manifold.qmd
+++ b/tutorials/implement-a-manifold.qmd
@@ -245,7 +245,7 @@ all([is_point(M, q), is_point(M, q2)])
 ```
 
 Since the exponential map might in general be expensive, we can do a similar implementation with the [`ProjectionRetraction`](@ref).
-Here, we really have to take into account, that the interface is [designed with 3 levels](design.md) in mind:
+Here, we really have to take into account, that the interface is ``[designed with 3 levels](@ref design.md)``{=commonmark} in mind:
 While the actual function we would call in the end is `retract(M, p, X, ProjectionRetraction())` (or its `!` variant), we actually have to implement `retract_project!(M, q, p, X, t)` for technical details, that are a bit beyond this introductionary tutorial. In short this split avoids ambiguity errors for decorators of the manifolds. We define
 
 ```{julia}