diff --git a/docs/BUILD b/docs/BUILD
index 9b692c57c..2f058c79c 100644
--- a/docs/BUILD
+++ b/docs/BUILD
@@ -7,7 +7,7 @@ for src in glob(
         "*.html",
         "milestones/*.html",
     ],
-    exclude = [
+    exclude=[
         "template.html",
         "lexicon*.html",
         "language.html",
@@ -16,50 +16,51 @@ for src in glob(
         "plugins.html",
     ],
 ):
-    deps += [html_template(name = src.replace(".", "_").replace("/", "_"), src = src)]
+    deps += [html_template(name=src.replace(".", "_").replace("/", "_"), src=src)]
 
 html_template(
-    name = "codelabs_html",
-    src = "//docs/codelabs:templated_index",
-    output = "codelabs.html",
+    name="codelabs_html",
+    src="//docs/codelabs:templated_index",
+    output="codelabs.html",
 )
 
 genrule(
-    name = "rules",
-    outs = ["rules.json"],
-    cmd = '"$TOOL" init && "$TOOL" query rules > "$OUT"',
-    local = True,
-    sandbox = False,
-    tools = ["//src:please"],
-    visibility = ["//docs/test/..."],
+    name="rules",
+    outs=["rules.json"],
+    cmd='"$TOOL" init && "$TOOL" query rules > "$OUT"',
+    local=True,
+    sandbox=False,
+    tools=["//src:please"],
+    visibility=["//docs/test/..."],
 )
 
 genrule(
-    name = "lexicon_html",
-    srcs = deps + [
+    name="lexicon_html",
+    srcs=deps
+    + [
         "lexicon.html",
         "lexicon_entry.html",
         "template.html",
         ":rules",
     ],
-    outs = ["lexicon.html"],
-    cmd = [
+    outs=["lexicon.html"],
+    cmd=[
         '"$TOOLS_LEX" -i docs/lexicon.html -i docs/lexicon_entry.html docs/rules.json > "$OUT"',
         '"$TOOLS_TMPL" --template docs/template.html --in lexicon.html > tmp.html',
         'mv tmp.html "$OUT"',
     ],
-    tools = {
+    tools={
         "lex": ["//docs/tools/lexicon_templater"],
         "tmpl": ["//docs/tools/templater"],
     },
-    visibility = ["//docs/test/..."],
+    visibility=["//docs/test/..."],
 )
 
 # Plugin versions to pull the docs from
 plugins = {
-    "python": "v1.7.3",
+    "python": "v1.7.4",
     "java": "v0.4.2",
-    "go": "v1.21.4",
+    "go": "v1.21.5",
     "cc": "v0.4.0",
     "shell": "v0.2.0",
     "go-proto": "v0.3.0",
@@ -70,73 +71,76 @@ plugins = {
 plugin_targets = []
 
 for plugin, revision in plugins.items():
-    plugin_rules_target = plugin_rules(name = plugin, revision = revision)
+    plugin_rules_target = plugin_rules(name=plugin, revision=revision)
     plugin_targets += [plugin_rules_target]
 
 filegroup(
-    name = "plugins",
-    exported_deps = plugin_targets,
-    visibility = ["//docs/test/..."],
+    name="plugins",
+    exported_deps=plugin_targets,
+    visibility=["//docs/test/..."],
 )
 
 genrule(
-    name = "plugins_html",
-    srcs = deps + [
+    name="plugins_html",
+    srcs=deps
+    + [
         "lexicon.html",
         "lexicon_entry.html",
         "template.html",
         "plugins.html",
     ],
-    outs = ["plugins.html"],
-    cmd = [
+    outs=["plugins.html"],
+    cmd=[
         '"$TOOLS_PLUGIN" --plugin docs/plugins.html --lex docs/lexicon_entry.html docs/*_plugin.json > "$OUT"',
         '"$TOOLS_TMPL" --template docs/template.html --in plugins.html > tmp.html',
         'mv tmp.html "$OUT"',
     ],
-    tools = {
+    tools={
         "plugin": ["//docs/tools/plugin_templater"],
         "tmpl": ["//docs/tools/templater"],
     },
-    visibility = ["//docs/test/..."],
-    deps = [":plugins"],
+    visibility=["//docs/test/..."],
+    deps=[":plugins"],
 )
 
 genrule(
-    name = "config_html",
-    srcs = [
+    name="config_html",
+    srcs=[
         "config.html",
         "template.html",
     ],
-    outs = ["config.html"],
-    cmd = [
+    outs=["config.html"],
+    cmd=[
         '"$TOOLS_CONFIG" > config.html',
         '"$TOOLS_TMPL" --template docs/template.html --in config.html > tmp.html',
         'mv tmp.html "$OUT"',
     ],
-    tools = {
+    tools={
         "config": ["//docs/tools/config_templater"],
         "tmpl": ["//docs/tools/templater"],
     },
 )
 
 genrule(
-    name = "language_html",
-    srcs = {
+    name="language_html",
+    srcs={
         "template": ["template.html"],
         "html": ["language.html"],
         "grammar": ["grammar.txt"],
     },
-    outs = ["language.html"],
-    cmd = '"$TOOLS_TEMPLATE" --template $SRCS_TEMPLATE --in $SRCS_HTML | "$TOOLS_GRAMMAR" > "$OUT"',
-    tools = {
+    outs=["language.html"],
+    cmd='"$TOOLS_TEMPLATE" --template $SRCS_TEMPLATE --in $SRCS_HTML | "$TOOLS_GRAMMAR" > "$OUT"',
+    tools={
         "grammar": ["//docs/tools/grammar_templater"],
         "template": ["//docs/tools/templater"],
     },
 )
 
 filegroup(
-    name = "docs",
-    srcs = glob(["images/*.png"]) + deps + [
+    name="docs",
+    srcs=glob(["images/*.png"])
+    + deps
+    + [
         ":language_html",
         ":plugins_html",
         ":lexicon_html",
@@ -153,34 +157,34 @@ filegroup(
         "favicon",
         ":codelabs_html",
     ],
-    visibility = ["//docs/..."],
-    deps = ["//docs/codelabs"],
+    visibility=["//docs/..."],
+    deps=["//docs/codelabs"],
 )
 
-#TODO(jpoole): unify these two once we switch to the new website
+# TODO(jpoole): unify these two once we switch to the new website
 tarball(
-    name = "tarball",
-    srcs = [":docs"],
-    out = "docs.tar.gz",
-    labels = ["hlink:plz-out/pkg"],
+    name="tarball",
+    srcs=[":docs"],
+    out="docs.tar.gz",
+    labels=["hlink:plz-out/pkg"],
 )
 
 # This is used exclusively for the s3 website
 tarball(
-    name = "deep-tarball",
-    srcs = [
+    name="deep-tarball",
+    srcs=[
         ":docs",
         "//docs/codelabs",
     ],
-    out = "deep-docs.tar.gz",
-    flatten = False,
-    labels = ["hlink:plz-out/pkg"],
+    out="deep-docs.tar.gz",
+    flatten=False,
+    labels=["hlink:plz-out/pkg"],
 )
 
 filegroup(
-    name = "template_html",
-    srcs = ["template.html"],
-    visibility = ["//docs/..."],
+    name="template_html",
+    srcs=["template.html"],
+    visibility=["//docs/..."],
 )
 
 results_files = [
@@ -189,25 +193,28 @@ results_files = [
 ]
 
 genrule(
-    name = "performance_data",
-    outs = [f"performance/{file}.jsonl" for file in results_files],
-    cmd = [f"curl https://please.build/performance/{file}.jsonl > performance/{file}.jsonl" for file in results_files],
+    name="performance_data",
+    outs=[f"performance/{file}.jsonl" for file in results_files],
+    cmd=[
+        f"curl https://please.build/performance/{file}.jsonl > performance/{file}.jsonl"
+        for file in results_files
+    ],
 )
 
 # Convenient for popping open the docs in a browser after building (must use 'plz run').
 sh_cmd(
-    name = "view",
-    cmd = "sensible-browser http://localhost:8080 && cd plz-out/gen/docs && python3 -m http.server 8080",
-    data = [
+    name="view",
+    cmd="sensible-browser http://localhost:8080 && cd plz-out/gen/docs && python3 -m http.server 8080",
+    data=[
         ":docs",
         ":performance_data",
     ],
 )
 
 sh_cmd(
-    name = "server",
-    cmd = "cd plz-out/gen/docs && python3 -m http.server 8080",
-    data = [
+    name="server",
+    cmd="cd plz-out/gen/docs && python3 -m http.server 8080",
+    data=[
         ":docs",
         ":performance_data",
     ],