diff --git a/.github/actions/setup-win/action.yml b/.github/actions/setup-win/action.yml
index 4447e9203d504..d442343430c7d 100644
--- a/.github/actions/setup-win/action.yml
+++ b/.github/actions/setup-win/action.yml
@@ -57,8 +57,7 @@ runs:
     - name: Setup Python3
       uses: actions/setup-python@v4
       with:
-        python-version: 3.x
-        check-latest: false
+        python-version: "3.x"
         cache: pip
         cache-dependency-path: |
           **/requirements.txt
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 17ffb239b15a7..669977b143a5e 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -25,14 +25,16 @@ jobs:
         with:
           python-version: 3.8
           architecture: x64
-          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/.github/requirements-gha-cache.txt
 
-      - name: Install requirements
-        run: |
-          pip install -r .github/requirements-gha-cache.txt --user
+      - name: Install lintrunner
+        uses: nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482
+        with:
+          timeout_minutes: 5
+          max_attempts: 3
+          command: pip install lintrunner==0.9.2
 
       - name: Initialize lint dependencies
         run: lintrunner init
@@ -85,7 +87,6 @@ jobs:
         with:
           python-version: 3.x
           architecture: x64
-          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/requirements.txt
@@ -150,7 +151,6 @@ jobs:
         with:
           python-version: 3.x
           architecture: x64
-          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/requirements.txt
@@ -242,8 +242,7 @@ jobs:
         with:
           python-version: 3.8
           architecture: x64
-          check-latest: false
-          cache: pip
+          cache: 'pip'
           cache-dependency-path: |
             **/.github/requirements-gha-cache.txt
 
@@ -276,7 +275,6 @@ jobs:
         with:
           python-version: 3.8
           architecture: x64
-          check-latest: false
           cache: pip
           cache-dependency-path: |
             **/requirements.txt
@@ -322,24 +320,21 @@ jobs:
         with:
           python-version: 3.5
           architecture: x64
-          check-latest: false
           cache: pip
           cache-dependency-path: |
-            **/requirements.txt
+            **/.github/requirements-gha-cache.txt
       - name: Setup Python 3.8
         if: matrix.test_type != 'older_python_version'
         uses: actions/setup-python@v4
         with:
           python-version: 3.8
           architecture: x64
-          check-latest: false
           cache: pip
           cache-dependency-path: |
-            **/requirements.txt
+            **/.github/requirements-gha-cache.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 de6da1feec02a..aa8cf4472b784 100644
--- a/.github/workflows/pr-labels.yml
+++ b/.github/workflows/pr-labels.yml
@@ -17,8 +17,7 @@ jobs:
       - name: Set up python
         uses: actions/setup-python@v4
         with:
-          python-version: 3.10
-          check-latest: false
+          python-version: '3.10'
           cache: pip
           cache-dependency-path: |
             **/.github/requirements-gha-cache.txt
diff --git a/.github/workflows/revert.yml b/.github/workflows/revert.yml
index 6468f3b8c804c..d207840f383b4 100644
--- a/.github/workflows/revert.yml
+++ b/.github/workflows/revert.yml
@@ -23,8 +23,7 @@ jobs:
         with:
           python-version: 3.8
           architecture: x64
-          check-latest: false
-          cache: pip
+          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 372b442163df0..dff92303f5056 100644
--- a/.github/workflows/trymerge.yml
+++ b/.github/workflows/trymerge.yml
@@ -22,8 +22,7 @@ jobs:
         uses: actions/setup-python@v4
         with:
           python-version: 3.8
-          check-latest: false
-          cache: pip
+          cache: 'pip'
           architecture: x64
       - run: pip install pyyaml==6.0
 
diff --git a/.github/workflows/tryrebase.yml b/.github/workflows/tryrebase.yml
index dd32069932678..fed9000c420e9 100644
--- a/.github/workflows/tryrebase.yml
+++ b/.github/workflows/tryrebase.yml
@@ -22,8 +22,7 @@ jobs:
         with:
           python-version: 3.8
           architecture: x64
-          check-latest: false
-          cache: pip
+          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 4be70de020a3b..5901b1f4cda1b 100644
--- a/.github/workflows/update-viablestrict.yml
+++ b/.github/workflows/update-viablestrict.yml
@@ -24,7 +24,6 @@ jobs:
         with:
           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 d48f264f83d5d..0b0e87e8e26cf 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/1.6.21/Darwin_amd64/actionlint",
-            "hash": "b354db83815384d3c3a07f68f44b30cb0a70899757a0d185d7322de9952e8813"
+            "download_url": "https://oss-clang-format.s3.us-east-2.amazonaws.com/actionlint/1.6.15/Darwin_amd64/actionlint",
+            "hash": "e9a0e0b17e54cfefe7964b6aa1da8921b1f8f2318c31c0eb1a17ea3e8ab10db2"
         },
         "Linux": {
-            "download_url": "https://oss-clang-format.s3.us-east-2.amazonaws.com/actionlint/1.6.21/Linux_arm64/actionlint",
-            "hash": "025ac157db121b33971ef24af72d73d71cda3cb1e3a94795bb2708ef4032ca76"
+            "download_url": "https://oss-clang-format.s3.us-east-2.amazonaws.com/actionlint/1.6.15/Linux_arm64/actionlint",
+            "hash": "d6b45ae67f29a2bf9ddd226071ddd8f158fdf2992e8515a06838e5fef90f3a2d"
         }
     }
 }