diff --git a/.gitignore b/.gitignore
index 07d8083..51782c9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,9 +11,7 @@
 util/bot/android_ndk
 util/bot/android_sdk/public
 util/bot/cmake-linux64
-util/bot/cmake-linux64.tar.gz
 util/bot/cmake-mac
-util/bot/cmake-mac.tar.gz
 util/bot/cmake-win32
 util/bot/cmake-win32.zip
 util/bot/golang
diff --git a/util/bot/DEPS b/util/bot/DEPS
index a5086ba..db7dfa1 100644
--- a/util/bot/DEPS
+++ b/util/bot/DEPS
@@ -21,43 +21,75 @@
   'checkout_libcxx': False,
   'vs_version': 'env',
 
-  'android_sdk_platform-tools_version': 'Jxtur3_L9RzY4q79K-AwIahwFW4oi5uYVD5URx9h62wC',
-}
+  # Run the following commands to see the latest builds in CIPD:
+  #
+  #  cipd describe infra/3pp/tools/cmake/linux-amd64 -version latest
+  #  cipd describe infra/3pp/tools/cmake/mac-amd64 -version latest
+  #
+  # TODO(https://crbug.com/1176531): Update to a newer CMake when available
+  # from CIPD. This is currently blocked on the linked bug.
+  'cmake_version': 'version:3.13.5',
 
-deps = {
+  # Update the following from
+  # https://chromium.googlesource.com/chromium/src/+/master/DEPS
+  'android_sdk_platform-tools_version': 'Jxtur3_L9RzY4q79K-AwIahwFW4oi5uYVD5URx9h62wC',
   # TODO(davidben): Before updating this, update the builders to specify
   # ANDROID_ARM_NEON=0. The NDK now defaults armeabi-v7a to assuming NEON, but
   # we wish to retain test coverage for non-NEON code. (Perhaps worth having
   # both configurations.)
+  'android_ndk_revision': '27c0a8d090c666a50e40fceb4ee5b40b1a2d3f87',
+  'libfuzzer_revision': 'debe7d2d1982e540fbd6bd78604bf001753f9e74',
+
+  # Update the following from
+  # https://chromium.googlesource.com/chromium/src/+/master/buildtools/DEPS
+  'libcxx_revision': 'd9040c75cfea5928c804ab7c235fed06a63f743a',
+  'libcxxabi_revision': '196ba1aaa8ac285d94f4ea8d9836390a45360533',
+}
+
+deps = {
   'boringssl/util/bot/android_ndk': {
-    'url': Var('chromium_git') + '/android_ndk.git' + '@' + '27c0a8d090c666a50e40fceb4ee5b40b1a2d3f87',
+    'url': Var('chromium_git') + '/android_ndk.git' + '@' + Var('android_ndk_revision'),
     'condition': 'checkout_android',
   },
 
   'boringssl/util/bot/android_sdk/public': {
-      'packages': [
-          {
-              'package': 'chromium/third_party/android_sdk/public/platform-tools',
-              'version': Var('android_sdk_platform-tools_version'),
-          },
-      ],
-      'condition': 'checkout_android',
-      'dep_type': 'cipd',
+    'packages': [{
+      'package': 'chromium/third_party/android_sdk/public/platform-tools',
+      'version': Var('android_sdk_platform-tools_version'),
+    }],
+    'condition': 'checkout_android',
+    'dep_type': 'cipd',
+  },
+
+  'boringssl/util/bot/cmake-linux64': {
+    'packages': [{
+      'package': 'infra/3pp/tools/cmake/linux-amd64',
+      'version': Var('cmake_version'),
+    }],
+    'condition': 'host_os == "linux"',
+    'dep_type': 'cipd',
+  },
+
+  'boringssl/util/bot/cmake-mac': {
+    'packages': [{
+      'package': 'infra/3pp/tools/cmake/mac-amd64',
+      'version': Var('cmake_version'),
+    }],
+    'condition': 'host_os == "mac"',
+    'dep_type': 'cipd',
   },
 
   'boringssl/util/bot/libFuzzer': {
-    'url': Var('chromium_git') + '/chromium/llvm-project/compiler-rt/lib/fuzzer.git' +'@' + 'debe7d2d1982e540fbd6bd78604bf001753f9e74',
+    'url': Var('chromium_git') + '/chromium/llvm-project/compiler-rt/lib/fuzzer.git' +'@' + Var('libfuzzer_revision'),
     'condition': 'checkout_fuzzer',
   },
 
-  # Update the following revisions from
-  # https://chromium.googlesource.com/chromium/src/+/master/buildtools/DEPS
   'boringssl/util/bot/libcxx': {
-    'url': Var('chromium_git') + '/external/github.com/llvm/llvm-project/libcxx.git' + '@' + 'd9040c75cfea5928c804ab7c235fed06a63f743a',
+    'url': Var('chromium_git') + '/external/github.com/llvm/llvm-project/libcxx.git' + '@' + Var('libcxx_revision'),
     'condition': 'checkout_libcxx',
   },
   'boringssl/util/bot/libcxxabi': {
-    'url': Var('chromium_git') + '/external/github.com/llvm/llvm-project/libcxxabi.git' + '@' + '196ba1aaa8ac285d94f4ea8d9836390a45360533',
+    'url': Var('chromium_git') + '/external/github.com/llvm/llvm-project/libcxxabi.git' + '@' + Var('libcxxabi_revision'),
     'condition': 'checkout_libcxx',
   },
 }
@@ -68,50 +100,7 @@
 ]
 
 hooks = [
-  {
-    'name': 'cmake_linux64',
-    'pattern': '.',
-    'condition': 'host_os == "linux"',
-    'action': [ 'download_from_google_storage',
-                '--no_resume',
-                '--platform=linux*',
-                '--no_auth',
-                '--bucket', 'chromium-tools',
-                '-s', 'boringssl/util/bot/cmake-linux64.tar.gz.sha1',
-    ],
-  },
-  {
-    'name': 'cmake_linux64_extract',
-    'pattern': '.',
-    'condition': 'host_os == "linux"',
-    'action': [ 'python',
-                'boringssl/util/bot/extract.py',
-                'boringssl/util/bot/cmake-linux64.tar.gz',
-                'boringssl/util/bot/cmake-linux64/',
-    ],
-  },
-  {
-    'name': 'cmake_mac',
-    'pattern': '.',
-    'condition': 'host_os == "mac"',
-    'action': [ 'download_from_google_storage',
-                '--no_resume',
-                '--platform=darwin',
-                '--no_auth',
-                '--bucket', 'chromium-tools',
-                '-s', 'boringssl/util/bot/cmake-mac.tar.gz.sha1',
-    ],
-  },
-  {
-    'name': 'cmake_mac_extract',
-    'pattern': '.',
-    'condition': 'host_os == "mac"',
-    'action': [ 'python',
-                'boringssl/util/bot/extract.py',
-                'boringssl/util/bot/cmake-mac.tar.gz',
-                'boringssl/util/bot/cmake-mac/',
-    ],
-  },
+  # TODO(https://crbug.com/1180257): Use CIPD for CMake on Windows.
   {
     'name': 'cmake_win32',
     'pattern': '.',
diff --git a/util/bot/UPDATING b/util/bot/UPDATING
index 9ea123b..533eef8 100644
--- a/util/bot/UPDATING
+++ b/util/bot/UPDATING
@@ -8,9 +8,7 @@
 
 To update to newer revisions, follow these instructions:
 
-DEPS: Set all revisions to those used in Chromium, found at
-   https://chromium.googlesource.com/chromium/src/+/master/DEPS (Search for the
-   corresponding repository name.)
+DEPS: Update the variables as described in the comments.
 
 go/bootstrap.py: Set TOOLSET_VERSION to the latest release of Go, found at
     https://golang.org/dl/.
@@ -29,24 +27,11 @@
 
     upload_to_google_storage.py -b chromium-tools FILE
 
-cmake-linux64.tar.gz: Download the latest CMake source tarball, found at
-    https://cmake.org/download/. Build it with:
-
-        ./bootstrap --prefix=$PWD/cmake-linux64 && make && make install
-        tar -czf cmake-linux64.tar.gz cmake-linux64/
-
-    The current revision was built against cmake-3.10.0.tar.gz.
-
-cmake-mac.tar.gz: Follow the same instructions as above on a Mac, but replace
-    cmake-linux64 with cmake-mac.
-
-    The current revision was built against cmake-3.10.0.tar.gz.
-
 cmake-win32.zip: Update to the latest prebuilt release of CMake, found at
     https://cmake.org/download/. Use the file labeled "Windows win64-x64
     ZIP". The download will be named cmake-VERSION-win64-x64.zip.
 
-    The current revision is cmake-3.11.4-win64-x64.zip
+    The current revision is cmake-3.19.5-win64-x64.zip
 
 nasm-win32.exe: Update to the appropriate release of NASM, found at
     https://www.nasm.us/. Use the same version as Chromium, found at
diff --git a/util/bot/cmake-linux64.tar.gz.sha1 b/util/bot/cmake-linux64.tar.gz.sha1
deleted file mode 100644
index 52e17f0..0000000
--- a/util/bot/cmake-linux64.tar.gz.sha1
+++ /dev/null
@@ -1 +0,0 @@
-e32e920dc95a0ac58fe78f666d2ce69222b23edb
\ No newline at end of file
diff --git a/util/bot/cmake-mac.tar.gz.sha1 b/util/bot/cmake-mac.tar.gz.sha1
deleted file mode 100644
index cf90503..0000000
--- a/util/bot/cmake-mac.tar.gz.sha1
+++ /dev/null
@@ -1 +0,0 @@
-20ee0e2d2e11e2ea34caf78197e4784a4fc95181
\ No newline at end of file
diff --git a/util/bot/cmake-win32.zip.sha1 b/util/bot/cmake-win32.zip.sha1
index 574df8a..d641c17 100644
--- a/util/bot/cmake-win32.zip.sha1
+++ b/util/bot/cmake-win32.zip.sha1
@@ -1 +1 @@
-f4fac544e5d8392b3f2fcc967e22b473d7cf8e79
\ No newline at end of file
+b106d66bcdc8a71ea2cdf5446091327bfdb1bcd7
\ No newline at end of file