diff --git a/docs/Manifest.toml b/docs/Manifest.toml
index bb44e343e..db1c0d9a6 100644
--- a/docs/Manifest.toml
+++ b/docs/Manifest.toml
@@ -5,6 +5,11 @@ git-tree-sha1 = "574baf8110975760d391c710b6341da1afa48d8c"
 uuid = "a4c015fc-c6ff-483c-b24f-f7ea428134e9"
 version = "0.0.1"
 
+[[AbstractTrees]]
+git-tree-sha1 = "5c0b629df8a5566a06f5fef5100b53ea56e465a0"
+uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
+version = "0.4.2"
+
 [[Adapt]]
 deps = ["LinearAlgebra"]
 git-tree-sha1 = "195c5505521008abea5aee4f96930717958eac6f"
@@ -32,6 +37,12 @@ git-tree-sha1 = "4b859a208b2397a7a623a03449e4636bdb17bcf2"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
 version = "1.16.1+1"
 
+[[Cascadia]]
+deps = ["AbstractTrees", "Gumbo"]
+git-tree-sha1 = "c0769cbd930aea932c0912c4d2749c619a263fc1"
+uuid = "54eefc05-d75b-58de-a785-1a3403f0919f"
+version = "1.0.2"
+
 [[ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra", "SparseArrays"]
 path = ".."
@@ -247,11 +258,23 @@ git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
 uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
 version = "1.0.2"
 
+[[Gumbo]]
+deps = ["AbstractTrees", "Gumbo_jll", "Libdl"]
+git-tree-sha1 = "a4b03190a8d79e95b2f418df44f74cbc34289920"
+uuid = "708ec375-b3d6-5a57-a7ce-8257bf98657a"
+version = "0.8.1"
+
+[[Gumbo_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "29070dee9df18d9565276d68a596854b1764aa38"
+uuid = "528830af-5a63-567c-a44a-034ed33b8444"
+version = "0.10.2+0"
+
 [[HTTP]]
 deps = ["Base64", "CodecZlib", "Dates", "IniFile", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "ed47af35905b7cc8f1a522ca684b35a212269bd8"
+git-tree-sha1 = "f0956f8d42a92816d2bf062f8a6a6a0ad7f9b937"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.2.0"
+version = "1.2.1"
 
 [[HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -543,9 +566,9 @@ version = "1.3.0"
 
 [[Plots]]
 deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "GeometryBasics", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "Unzip"]
-git-tree-sha1 = "05873db92e703f134649d88b8a164f3b7acb4d73"
+git-tree-sha1 = "79830c17fe30f234931767238c584b3a75b3329d"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.31.5"
+version = "1.31.6"
 
 [[Preferences]]
 deps = ["TOML"]
@@ -670,9 +693,9 @@ version = "1.5.0"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "0005d75f43ff23688914536c5e9d5ac94f8077f7"
+git-tree-sha1 = "d1bf48bfcc554a3761a133fe3a9bb01488e06916"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.20"
+version = "0.33.21"
 
 [[StructArrays]]
 deps = ["Adapt", "DataAPI", "StaticArrays", "Tables"]
@@ -957,6 +980,6 @@ version = "3.5.0+0"
 
 [[xkbcommon_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
-git-tree-sha1 = "ece2350174195bb31de1a63bea3a41ae1aa593b6"
+git-tree-sha1 = "9ebfc140cc56e8c2156a15ceac2f0302e327ac0a"
 uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
-version = "0.9.1+5"
+version = "1.4.1+0"
diff --git a/docs/Project.toml b/docs/Project.toml
index df043ada4..d94945858 100644
--- a/docs/Project.toml
+++ b/docs/Project.toml
@@ -1,12 +1,17 @@
 [deps]
+Cascadia = "54eefc05-d75b-58de-a785-1a3403f0919f"
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 Compat = "34da2185-b29b-5c13-b0c7-acf172513d20"
 DocThemeIndigo = "8bac0ac5-51bf-41f9-885e-2bf1ac2bec5f"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
+Downloads = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
+Gumbo = "708ec375-b3d6-5a57-a7ce-8257bf98657a"
 Markdown = "d6f4376e-aef5-505a-96c1-9c027394607a"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 
 [compat]
+Cascadia = "1.0.2"
 DocThemeIndigo = "0.1.3"
 Documenter = "0.27.19"
+Gumbo = "0.8.1"
 Plots = "1.20"
diff --git a/docs/make.jl b/docs/make.jl
index c507a161e..2959603e2 100644
--- a/docs/make.jl
+++ b/docs/make.jl
@@ -83,6 +83,7 @@ makedocs(;
         ],
         "Videos" => "videos.md",
         "FAQ" => "FAQ.md",
+        "Team" => "team.md",
         "API" => "api.md",
     ],
     strict=true,
diff --git a/docs/src/team.md b/docs/src/team.md
new file mode 100644
index 000000000..eeef98562
--- /dev/null
+++ b/docs/src/team.md
@@ -0,0 +1,53 @@
+# Team
+
+The team behind the ChainRules project is semi-fluid and fuzzy around the edges.
+It is not a concrete formally defined group from one company or organization.
+
+Here we list people who have merge rights, and are regular maintainers of the project and its constituent parts.
+
+````@eval
+team = [
+    (github="oxinabox", org="Invenia Labs", subtext="Project Lead"),
+    (github="mzgubic", org="Invenia Labs", subtext=""),
+    (github="mcabbott", org="", subtext=""),
+    (github="willtebbutt", org="Invenia Labs", subtext=""),
+    (github="sethaxen", org="Universität Tübingen", subtext=""),
+    (github="ararslan", org="Beacon Biosignals", subtext="(retired)"),
+    (github="jrevels", org="Beacon Biosignals", subtext="Original Creator (retired)"),
+]
+
+using Markdown
+using Cascadia
+using Gumbo
+using Downloads: download
+
+
+
+read_url(url) = parsehtml(String(take!(download(url, IOBuffer()))))
+
+function get_avatar_url(doc)
+    eles = eachmatch(sel"img.avatar-user", doc.root)
+    return getattr(first(eles), "src")
+end
+
+function get_text(doc, selector)
+        eles = eachmatch(selector, doc.root)
+        return text(only(eles))
+end
+
+OUT = IOBuffer()
+for person in team
+    profile = joinpath("https://github.com", person.github)
+    doc = read_url(profile)
+    full_name = get_text(doc, sel"span.vcard-fullname")
+    avatar = get_avatar_url(doc)
+    org_text = isempty(person.org) ? "" : "_$(person.org)_"
+
+    print(OUT, " - ")
+    print(OUT, "[![$(person.github)]($(avatar))]($profile)")
+    print(OUT, " **$(full_name)** $(org_text) $(person.subtext)")
+    println(OUT)
+end
+
+Markdown.parse(String(take!(OUT)))
+````
diff --git a/src/rules.jl b/src/rules.jl
index d99e54a01..f76825d9b 100644
--- a/src/rules.jl
+++ b/src/rules.jl
@@ -16,8 +16,7 @@ unary input, unary output scalar function:
 ```jldoctest frule
 julia> dself = NoTangent();
 
-julia> x = rand()
-0.8236475079774124
+julia> x = 0.8236475079774124;
 
 julia> sinx, Δsinx = frule((dself, 1), sin, x)
 (0.7336293678134624, 0.6795498147167869)