diff --git a/.github/actions/setup-win/action.yml b/.github/actions/setup-win/action.yml
index d442343430c7dc2..6dc1a1b6c6fe26f 100644
--- a/.github/actions/setup-win/action.yml
+++ b/.github/actions/setup-win/action.yml
@@ -57,7 +57,8 @@ runs:
     - name: Setup Python3
       uses: actions/setup-python@v4
       with:
-        python-version: "3.x"
+        python-version: '3.x'
+        check-latest: false
         cache: pip
         cache-dependency-path: |
           **/requirements.txt
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 669977b143a5e20..cff22d72d4d248a 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -23,18 +23,16 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.8
+          python-version: '3.8'
           architecture: x64
+          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/.github/requirements-gha-cache.txt
 
-      - name: Install lintrunner
-        uses: nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482
-        with:
-          timeout_minutes: 5
-          max_attempts: 3
-          command: pip install lintrunner==0.9.2
+      - name: Install requirements
+        run: |
+          pip install -r .github/requirements-gha-cache.txt --user
 
       - name: Initialize lint dependencies
         run: lintrunner init
@@ -85,8 +83,9 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.x
+          python-version: '3.x'
           architecture: x64
+          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/requirements.txt
@@ -149,8 +148,9 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.x
+          python-version: '3.x'
           architecture: x64
+          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/requirements.txt
@@ -240,9 +240,10 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.8
+          python-version: '3.8'
           architecture: x64
-          cache: 'pip'
+          check-latest: false
+          cache: pip
           cache-dependency-path: |
             **/.github/requirements-gha-cache.txt
 
@@ -273,8 +274,9 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.8
+          python-version: '3.8'
           architecture: x64
+          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/requirements.txt
@@ -318,23 +320,26 @@ jobs:
         if: matrix.test_type == 'older_python_version'
         uses: actions/setup-python@v4
         with:
-          python-version: 3.5
+          python-version: '3.5'
           architecture: x64
+          check-latest: false
           cache: pip
           cache-dependency-path: |
-            **/.github/requirements-gha-cache.txt
+            **/requirements.txt
       - name: Setup Python 3.8
         if: matrix.test_type != 'older_python_version'
         uses: actions/setup-python@v4
         with:
-          python-version: 3.8
+          python-version: '3.8'
           architecture: x64
+          check-latest: false
           cache: pip
           cache-dependency-path: |
-            **/.github/requirements-gha-cache.txt
+            **/requirements.txt
       - name: Install torch
         if: matrix.test_type == 'with_torch'
         run: |
+          pip install -r requirements.txt
           # Doesn't really matter what torch version, we just need ANY torch installed
           pip install 'torch==1.*'
       - name: Run collect_env.py
diff --git a/.github/workflows/pr-labels.yml b/.github/workflows/pr-labels.yml
index aa8cf4472b78404..9afa0e721ac60d6 100644
--- a/.github/workflows/pr-labels.yml
+++ b/.github/workflows/pr-labels.yml
@@ -18,6 +18,7 @@ jobs:
         uses: actions/setup-python@v4
         with:
           python-version: '3.10'
+          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/.github/requirements-gha-cache.txt
diff --git a/.github/workflows/revert.yml b/.github/workflows/revert.yml
index d207840f383b4f2..2a2fff27044ea68 100644
--- a/.github/workflows/revert.yml
+++ b/.github/workflows/revert.yml
@@ -21,9 +21,10 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.8
+          python-version: '3.8'
           architecture: x64
-          cache: 'pip'
+          check-latest: false
+          cache: pip
       - run: pip install pyyaml==6.0
 
       - name: Setup committer id
diff --git a/.github/workflows/trymerge.yml b/.github/workflows/trymerge.yml
index dff92303f505644..3d1d92967d885d6 100644
--- a/.github/workflows/trymerge.yml
+++ b/.github/workflows/trymerge.yml
@@ -21,8 +21,9 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.8
-          cache: 'pip'
+          python-version: '3.8'
+          check-latest: false
+          cache: pip
           architecture: x64
       - run: pip install pyyaml==6.0
 
diff --git a/.github/workflows/tryrebase.yml b/.github/workflows/tryrebase.yml
index fed9000c420e97e..53434310c3d0003 100644
--- a/.github/workflows/tryrebase.yml
+++ b/.github/workflows/tryrebase.yml
@@ -20,9 +20,10 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.8
+          python-version: '3.8'
           architecture: x64
-          cache: 'pip'
+          check-latest: false
+          cache: pip
       - run: pip install pyyaml==6.0
 
       - name: Setup committer id
diff --git a/.github/workflows/update-viablestrict.yml b/.github/workflows/update-viablestrict.yml
index 5901b1f4cda1bf3..12bf4e271f927fb 100644
--- a/.github/workflows/update-viablestrict.yml
+++ b/.github/workflows/update-viablestrict.yml
@@ -22,8 +22,9 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.8
+          python-version: '3.8'
           architecture: x64
+          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/.circleci/docker/requirements-ci.txt
diff --git a/tools/linter/adapters/s3_init_config.json b/tools/linter/adapters/s3_init_config.json
index 0b0e87e8e26cf91..d48f264f83d5d99 100644
--- a/tools/linter/adapters/s3_init_config.json
+++ b/tools/linter/adapters/s3_init_config.json
@@ -27,12 +27,12 @@
     },
     "actionlint": {
         "Darwin": {
-            "download_url": "https://oss-clang-format.s3.us-east-2.amazonaws.com/actionlint/1.6.15/Darwin_amd64/actionlint",
-            "hash": "e9a0e0b17e54cfefe7964b6aa1da8921b1f8f2318c31c0eb1a17ea3e8ab10db2"
+            "download_url": "https://oss-clang-format.s3.us-east-2.amazonaws.com/actionlint/1.6.21/Darwin_amd64/actionlint",
+            "hash": "b354db83815384d3c3a07f68f44b30cb0a70899757a0d185d7322de9952e8813"
         },
         "Linux": {
-            "download_url": "https://oss-clang-format.s3.us-east-2.amazonaws.com/actionlint/1.6.15/Linux_arm64/actionlint",
-            "hash": "d6b45ae67f29a2bf9ddd226071ddd8f158fdf2992e8515a06838e5fef90f3a2d"
+            "download_url": "https://oss-clang-format.s3.us-east-2.amazonaws.com/actionlint/1.6.21/Linux_arm64/actionlint",
+            "hash": "025ac157db121b33971ef24af72d73d71cda3cb1e3a94795bb2708ef4032ca76"
         }
     }
 }