diff --git a/.github/actions/prepare-build-site/action.yml b/.github/actions/prepare-build-site/action.yml
index a8e39fc6c..eef1be31c 100644
--- a/.github/actions/prepare-build-site/action.yml
+++ b/.github/actions/prepare-build-site/action.yml
@@ -4,7 +4,7 @@ inputs:
   ruby-version:
     description: "Version of ruby to prepare"
     required: false
-    default: "3.1"
+    default: "3.3"
 
 runs:
   using: composite
diff --git a/Gemfile b/Gemfile
index ea4cebda8..4311ef6ca 100644
--- a/Gemfile
+++ b/Gemfile
@@ -12,7 +12,7 @@ ruby '>= 2.6.0'
 #
 # This will help ensure the proper Jekyll version is running.
 # Happy Jekylling!
-gem 'jekyll', '~> 4.2.0'
+gem 'jekyll', '~> 4.3.0'
 
 # This is needed for GitHub Flavored Markdown
 gem 'kramdown-parser-gfm'
@@ -36,7 +36,7 @@ gem 'minima', '~> 2.5'
 
 # If you have any plugins, put them here!
 group :jekyll_plugins do
-  gem 'jekyll-feed', '~> 0.16'
+  gem 'jekyll-feed', '~> 0.17'
   gem 'jekyll-include-cache'
   gem 'jekyll-indico', '~> 0.6.2'
   # gem 'jekyll-indico', github: 'iris-hep/jekyll-indico', branch: 'main'
@@ -59,3 +59,7 @@ gem 'webrick'
 
 # Required on Ruby 2.6 (polyfill)
 gem 'ruby-next'
+
+# no longer part of the default gems in Ruby v3.4.0+
+gem 'base64' # required by safe_yaml
+gem 'csv' # required by Jekyll
diff --git a/Gemfile.lock b/Gemfile.lock
index f47e126c3..394dfe1ff 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -1,25 +1,70 @@
 GEM
   remote: https://rubygems.org/
   specs:
+    Ascii85 (1.1.1)
     addressable (2.8.7)
       public_suffix (>= 2.0.2, < 7.0)
+    afm (0.2.2)
     ast (2.4.2)
+    async (2.15.3)
+      console (~> 1.26)
+      fiber-annotation
+      io-event (~> 1.6, >= 1.6.5)
+    base64 (0.2.0)
+    bigdecimal (3.1.8)
     colorator (1.1.0)
     concurrent-ruby (1.3.3)
-    diff-lcs (1.5.0)
+    console (1.27.0)
+      fiber-annotation
+      fiber-local (~> 1.1)
+      json
+    csv (3.3.0)
+    diff-lcs (1.5.1)
     em-websocket (0.5.3)
       eventmachine (>= 0.12.9)
       http_parser.rb (~> 0)
     ethon (0.16.0)
       ffi (>= 1.15.0)
     eventmachine (1.2.7)
-    ffi (1.17.0)
+    ffi (1.17.0-aarch64-linux-gnu)
+    ffi (1.17.0-aarch64-linux-musl)
+    ffi (1.17.0-arm-linux-gnu)
+    ffi (1.17.0-arm-linux-musl)
+    ffi (1.17.0-arm64-darwin)
+    ffi (1.17.0-x86-linux-gnu)
+    ffi (1.17.0-x86-linux-musl)
+    ffi (1.17.0-x86_64-darwin)
+    ffi (1.17.0-x86_64-linux-gnu)
+    ffi (1.17.0-x86_64-linux-musl)
+    fiber-annotation (0.2.0)
+    fiber-local (1.1.0)
+      fiber-storage
+    fiber-storage (1.0.0)
     forwardable-extended (2.6.0)
-    html-proofer (4.4.3)
+    google-protobuf (4.27.3)
+      bigdecimal
+      rake (>= 13)
+    google-protobuf (4.27.3-aarch64-linux)
+      bigdecimal
+      rake (>= 13)
+    google-protobuf (4.27.3-arm64-darwin)
+      bigdecimal
+      rake (>= 13)
+    google-protobuf (4.27.3-x86-linux)
+      bigdecimal
+      rake (>= 13)
+    google-protobuf (4.27.3-x86_64-darwin)
+      bigdecimal
+      rake (>= 13)
+    google-protobuf (4.27.3-x86_64-linux)
+      bigdecimal
+      rake (>= 13)
+    hashery (2.1.2)
+    html-proofer (5.0.9)
       addressable (~> 2.3)
-      mercenary (~> 0.3)
+      async (~> 2.1)
       nokogiri (~> 1.13)
-      parallel (~> 1.10)
+      pdf-reader (~> 2.11)
       rainbow (~> 3.0)
       typhoeus (~> 1.3)
       yell (~> 2.0)
@@ -27,21 +72,23 @@ GEM
     http_parser.rb (0.8.0)
     i18n (1.14.5)
       concurrent-ruby (~> 1.0)
-    jekyll (4.2.2)
+    io-event (1.6.5)
+    jekyll (4.3.3)
       addressable (~> 2.4)
       colorator (~> 1.0)
       em-websocket (~> 0.5)
       i18n (~> 1.0)
-      jekyll-sass-converter (~> 2.0)
+      jekyll-sass-converter (>= 2.0, < 4.0)
       jekyll-watch (~> 2.0)
-      kramdown (~> 2.3)
+      kramdown (~> 2.3, >= 2.3.1)
       kramdown-parser-gfm (~> 1.0)
       liquid (~> 4.0)
-      mercenary (~> 0.4.0)
+      mercenary (>= 0.3.6, < 0.5)
       pathutil (~> 0.9)
-      rouge (~> 3.0)
+      rouge (>= 3.0, < 5.0)
       safe_yaml (~> 1.0)
-      terminal-table (~> 2.0)
+      terminal-table (>= 1.8, < 4.0)
+      webrick (~> 1.7)
     jekyll-feed (0.17.0)
       jekyll (>= 3.7, < 5.0)
     jekyll-include-cache (0.2.1)
@@ -50,12 +97,13 @@ GEM
       jekyll (>= 3.8, < 5.0)
     jekyll-last-modified-at (1.3.2)
       jekyll (>= 3.7, < 5.0)
-    jekyll-sass-converter (2.2.0)
-      sassc (> 2.0.1, < 3.0)
+    jekyll-sass-converter (3.0.0)
+      sass-embedded (~> 1.54)
     jekyll-seo-tag (2.8.0)
       jekyll (>= 3.8, < 5.0)
     jekyll-watch (2.2.1)
       listen (~> 3.0)
+    json (2.7.2)
     kramdown (2.4.0)
       rexml
     kramdown-parser-gfm (1.1.0)
@@ -65,35 +113,48 @@ GEM
       rb-fsevent (~> 0.10, >= 0.10.3)
       rb-inotify (~> 0.9, >= 0.9.10)
     mercenary (0.4.0)
-    mini_portile2 (2.8.6)
     minima (2.5.1)
       jekyll (>= 3.5, < 5.0)
       jekyll-feed (~> 0.9)
       jekyll-seo-tag (~> 2.1)
-    nokogiri (1.16.5)
-      mini_portile2 (~> 2.8.2)
+    nokogiri (1.16.7-aarch64-linux)
+      racc (~> 1.4)
+    nokogiri (1.16.7-arm-linux)
+      racc (~> 1.4)
+    nokogiri (1.16.7-arm64-darwin)
+      racc (~> 1.4)
+    nokogiri (1.16.7-x86-linux)
       racc (~> 1.4)
-    nokogiri (1.16.5-x86_64-darwin)
+    nokogiri (1.16.7-x86_64-darwin)
       racc (~> 1.4)
-    nokogiri (1.16.5-x86_64-linux)
+    nokogiri (1.16.7-x86_64-linux)
       racc (~> 1.4)
-    parallel (1.22.1)
-    parser (3.1.3.0)
+    paco (0.2.3)
+    parallel (1.26.1)
+    parser (3.3.4.2)
       ast (~> 2.4.1)
+      racc
     pathutil (0.16.2)
       forwardable-extended (~> 2.6)
-    pkg-config (1.5.1)
+    pdf-reader (2.12.0)
+      Ascii85 (~> 1.0)
+      afm (~> 0.2.1)
+      hashery (~> 2.0)
+      ruby-rc4
+      ttfunk
+    pkg-config (1.5.6)
     public_suffix (6.0.1)
-    racc (1.7.3)
+    racc (1.8.1)
     rainbow (3.1.1)
-    rake (13.0.6)
+    rake (13.2.1)
     rb-fsevent (0.11.2)
     rb-inotify (0.11.1)
       ffi (~> 1.0)
-    regexp_parser (2.6.1)
+    regexp_parser (2.9.2)
+    require-hooks (0.2.2)
     rexml (3.3.4)
       strscan
-    rouge (3.30.0)
+    rouge (4.3.0)
     rubocop (1.25.1)
       parallel (~> 1.10)
       parser (>= 3.1.0.0)
@@ -103,44 +164,80 @@ GEM
       rubocop-ast (>= 1.15.1, < 2.0)
       ruby-progressbar (~> 1.7)
       unicode-display_width (>= 1.4.0, < 3.0)
-    rubocop-ast (1.24.0)
-      parser (>= 3.1.1.0)
+    rubocop-ast (1.32.0)
+      parser (>= 3.3.1.0)
     rubocop-rake (0.6.0)
       rubocop (~> 1.0)
-    ruby-next (0.15.3)
-      ruby-next-core (= 0.15.3)
-      ruby-next-parser (>= 3.1.1.0)
+    ruby-next (1.0.3)
+      paco (~> 0.2)
+      require-hooks (~> 0.2)
+      ruby-next-core (= 1.0.3)
+      ruby-next-parser (>= 3.2.2.0)
       unparser (~> 0.6.0)
-    ruby-next-core (0.15.3)
-    ruby-next-parser (3.1.1.3)
+    ruby-next-core (1.0.3)
+    ruby-next-parser (3.2.2.0)
       parser (>= 3.0.3.1)
-    ruby-progressbar (1.11.0)
+    ruby-progressbar (1.13.0)
+    ruby-rc4 (0.1.5)
     safe_yaml (1.0.5)
-    sassc (2.4.0)
-      ffi (~> 1.9)
+    sass-embedded (1.77.8-aarch64-linux-gnu)
+      google-protobuf (~> 4.26)
+    sass-embedded (1.77.8-aarch64-linux-musl)
+      google-protobuf (~> 4.26)
+    sass-embedded (1.77.8-arm-linux-gnueabihf)
+      google-protobuf (~> 4.26)
+    sass-embedded (1.77.8-arm-linux-musleabihf)
+      google-protobuf (~> 4.26)
+    sass-embedded (1.77.8-arm64-darwin)
+      google-protobuf (~> 4.26)
+    sass-embedded (1.77.8-x86-linux-gnu)
+      google-protobuf (~> 4.26)
+    sass-embedded (1.77.8-x86-linux-musl)
+      google-protobuf (~> 4.26)
+    sass-embedded (1.77.8-x86_64-darwin)
+      google-protobuf (~> 4.26)
+    sass-embedded (1.77.8-x86_64-linux-gnu)
+      google-protobuf (~> 4.26)
+    sass-embedded (1.77.8-x86_64-linux-musl)
+      google-protobuf (~> 4.26)
     strscan (3.1.0)
-    terminal-table (2.0.0)
-      unicode-display_width (~> 1.1, >= 1.1.1)
-    typhoeus (1.4.0)
+    terminal-table (3.0.2)
+      unicode-display_width (>= 1.1.1, < 3)
+    ttfunk (1.8.0)
+      bigdecimal (~> 3.1)
+    typhoeus (1.4.1)
       ethon (>= 0.9.0)
-    unicode-display_width (1.8.0)
-    unparser (0.6.4)
+    unicode-display_width (2.5.0)
+    unparser (0.6.15)
       diff-lcs (~> 1.3)
-      parser (>= 3.1.0)
-    webrick (1.7.0)
+      parser (>= 3.3.0)
+    webrick (1.8.1)
     yell (2.2.2)
-    zeitwerk (2.6.6)
+    zeitwerk (2.6.17)
 
 PLATFORMS
-  ruby
-  x86_64-darwin-20
-  x86_64-darwin-21
-  x86_64-linux
+  aarch64-linux
+  aarch64-linux-gnu
+  aarch64-linux-musl
+  arm-linux
+  arm-linux-gnu
+  arm-linux-gnueabihf
+  arm-linux-musl
+  arm-linux-musleabihf
+  arm64-darwin
+  x86-linux
+  x86-linux-gnu
+  x86-linux-musl
+  x86_64-darwin
+  x86_64-linux-gnu
+  x86_64-linux-musl
 
 DEPENDENCIES
+  base64
+  csv
   html-proofer
-  jekyll (~> 4.2.0)
-  jekyll-feed (~> 0.16)
+  jekyll (~> 4.3.0)
+  jekyll-feed (~> 0.17)
   jekyll-include-cache
   jekyll-indico (~> 0.6.2)
   jekyll-last-modified-at
@@ -155,7 +252,7 @@ DEPENDENCIES
   webrick
 
 RUBY VERSION
-   ruby 2.7.3p183
+   ruby 3.3.3p89
 
 BUNDLED WITH
-   2.3.13
+   2.5.11
diff --git a/pages/docs/webdev.md b/pages/docs/webdev.md
index 78fee3752..aa2139385 100644
--- a/pages/docs/webdev.md
+++ b/pages/docs/webdev.md
@@ -16,7 +16,7 @@ You can always click the edit button to make small edits to the website source,
 #### Installing Ruby
 
 Visit [this page](https://jekyllrb.com/docs/installation/) for information about installing Ruby if your current version is too old; the instructions there form the basis for what you see here, and come in variants for all major operating systems.
-You should have Ruby 2.6+ for Jekyll; 3.1 recommended and used in CI. You can use rbenv to manage multiple ruby versions. On macOS with homebrew, you'll want:
+You should have Ruby 2.6+ for Jekyll; 3.3 recommended and used in CI. You can use rbenv to manage multiple ruby versions. On macOS with homebrew, you'll want:
 
 ```bash
 brew install rbenv
@@ -25,13 +25,13 @@ brew install rbenv
 You'll need to run `rbenv init` and follow the instructions for your current shell. After you've installed rbenv on your system, use:
 
 ```bash
-rbenv install 3.1.2
+rbenv install 3.3.3
 ```
 
 to get a current version of ruby. Then, inside the main iris-hep website directory, run:
 
 ```bash
-rbenv local 3.1.2
+rbenv local 3.3.3
 ```
 
 This will run the Ruby you just built whenever you enter this directory. You'll want to install bundler too:
diff --git a/pixi.lock b/pixi.lock
index 20b7b0a07..6534302a6 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -37,11 +37,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libsanitizer-12.4.0-h46f95d5_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/libstdcxx-devel_linux-64-12.4.0-ha4f9413_100.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-14.1.0-hc0a3c3a_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-h4ab18f5_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h59595ed_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/openssl-3.3.1-h4bc722e_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8228510_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/ruby-3.1.2-hff50039_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/ruby-3.3.3-h3da8d8b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/sysroot_linux-64-2.17-h4a8ded7_16.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/tzdata-2024a-h0c530f3_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h7f98852_2.tar.bz2
@@ -52,11 +53,11 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/cctools_osx-64-986-h303a5ab_3.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/clang-16-16.0.6-default_h0c94c6a_11.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/clang-16.0.6-default_h179603d_11.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/clang_impl_osx-64-16.0.6-h8787910_18.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/clang_osx-64-16.0.6-hb91bd55_18.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/clang_impl_osx-64-16.0.6-h8787910_19.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/clang_osx-64-16.0.6-hb91bd55_19.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/clangxx-16.0.6-default_h179603d_11.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/clangxx_impl_osx-64-16.0.6-h6d92fbe_18.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/clangxx_osx-64-16.0.6-hb91bd55_18.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/clangxx_impl_osx-64-16.0.6-h6d92fbe_19.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/clangxx_osx-64-16.0.6-hb91bd55_19.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/compiler-rt-16.0.6-ha38d28d_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/compiler-rt_osx-64-16.0.6-ha38d28d_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/compilers-1.7.0-h694c41f_1.conda
@@ -96,7 +97,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/ncurses-6.5-h5846eda_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/openssl-3.3.1-h87427d6_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/readline-8.2-h9e318b2_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/ruby-3.1.2-hb3742b3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/ruby-3.3.3-ha604482_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/sigtool-0.1.3-h88f4db0_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/osx-64/tapi-1100.0.11-h9ce4665_0.tar.bz2
       - conda: https://conda.anaconda.org/conda-forge/osx-64/xz-5.2.6-h775f41a_0.tar.bz2
@@ -110,11 +111,11 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/cctools_osx-arm64-986-h670d6a2_3.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clang-16-16.0.6-default_h5c12605_11.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clang-16.0.6-default_h675cc0c_11.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clang_impl_osx-arm64-16.0.6-hc421ffc_18.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clang_osx-arm64-16.0.6-h54d7cd3_18.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clang_impl_osx-arm64-16.0.6-hc421ffc_19.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clang_osx-arm64-16.0.6-h54d7cd3_19.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clangxx-16.0.6-default_h675cc0c_11.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clangxx_impl_osx-arm64-16.0.6-hcd7bac0_18.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clangxx_osx-arm64-16.0.6-h54d7cd3_18.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clangxx_impl_osx-arm64-16.0.6-hcd7bac0_19.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/clangxx_osx-arm64-16.0.6-h54d7cd3_19.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/compiler-rt-16.0.6-h3808999_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/compiler-rt_osx-arm64-16.0.6-h3808999_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/compilers-1.7.0-hce30654_1.conda
@@ -153,7 +154,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ncurses-6.5-hb89a1cb_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/openssl-3.3.1-hfb2fe0b_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/readline-8.2-h92ec313_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ruby-3.1.2-h0546670_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/ruby-3.3.3-h57ff7e8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/sigtool-0.1.3-h44b9a77_0.tar.bz2
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-      - conda: https://conda.anaconda.org/conda-forge/win-64/ruby-3.1.2-h20ad4f3_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/ruby-3.3.3-hfb80623_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/ucrt-10.0.22621.0-h57928b3_0.tar.bz2
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       - conda: https://conda.anaconda.org/conda-forge/win-64/vswhere-3.1.7-h57928b3_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/yaml-0.2.5-h8ffe710_2.tar.bz2
 packages:
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   name: _libgcc_mutex
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-  build: h8787910_18
-  build_number: 18
+  build: h8787910_19
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-  md5: 12f8213141de7f6750b237eb933bfe40
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-  timestamp: 1721516606625
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   size: 3881307
   timestamp: 1719538923443
+- kind: conda
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+  build: hd590300_1
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
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 - kind: conda
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   size: 89141
   timestamp: 1641346969816
+- kind: conda
+  name: yaml
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+  build: h8ffe710_2
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+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/yaml-0.2.5-h8ffe710_2.tar.bz2
+  sha256: 4e2246383003acbad9682c7c63178e2e715ad0eb84f03a8df1fbfba455dfedc5
+  md5: adbfb9f45d1004a26763652246a33764
+  depends:
+  - vc >=14.1,<15.0a0
+  - vs2015_runtime >=14.16.27012
+  license: MIT
+  license_family: MIT
+  size: 63274
+  timestamp: 1641347623319
 - kind: conda
   name: zlib
   version: 1.3.1
diff --git a/pixi.toml b/pixi.toml
index 90de67abf..9a9378eb1 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -26,5 +26,5 @@ clean = "bundle exec rake clean"
 clobber = "bundle exec rake clobber"
 
 [dependencies]
-ruby = ">=3.1,<3.2"
+ruby = ">=3.3.3,<4"
 compilers = ">=1.7.0,<2"