diff --git a/.github/workflows/build-branch.yml b/.github/workflows/build-branch.yml
index a19620ac174f7..2f193e0f39bdb 100644
--- a/.github/workflows/build-branch.yml
+++ b/.github/workflows/build-branch.yml
@@ -17,10 +17,10 @@ jobs:
     timeout-minutes: 20
     steps:
       - name: Connect to Tailscale
-        uses: tailscale/github-action@e870a1112fcc1faeeeeea3c1b0ce544e5ad01844
+        uses: tailscale/github-action@v1
         with:
           authkey: ${{ secrets.TAILSCALE_API_KEY }}
-          version: "1.28.0"
+          version: "1.38.4"
       - uses: actions/checkout@v2
       - uses: ./.github/actions/build-test-branch
         env:
diff --git a/.github/workflows/build-test-branch.yml b/.github/workflows/build-test-branch.yml
index e9a9a7a417161..23c699d91e96b 100644
--- a/.github/workflows/build-test-branch.yml
+++ b/.github/workflows/build-test-branch.yml
@@ -24,10 +24,10 @@ jobs:
     timeout-minutes: 20
     steps:
       - name: Connect to Tailscale
-        uses: tailscale/github-action@e870a1112fcc1faeeeeea3c1b0ce544e5ad01844
+        uses: tailscale/github-action@v1
         with:
           authkey: ${{ secrets.TAILSCALE_API_KEY }}
-          version: "1.28.0"
+          version: "1.38.4"
       - uses: actions/checkout@v2
       - uses: ./.github/actions/build-test-branch
         env:
diff --git a/.github/workflows/build-test.yml b/.github/workflows/build-test.yml
index 9318a1bf5fd5a..46c935d703584 100644
--- a/.github/workflows/build-test.yml
+++ b/.github/workflows/build-test.yml
@@ -17,10 +17,10 @@ jobs:
     timeout-minutes: 20
     steps:
       - name: Connect to Tailscale
-        uses: tailscale/github-action@e870a1112fcc1faeeeeea3c1b0ce544e5ad01844
+        uses: tailscale/github-action@v1
         with:
           authkey: ${{ secrets.TAILSCALE_API_KEY }}
-          version: "1.28.0"
+          version: "1.38.4"
       - uses: actions/checkout@v2
         with:
           ref: replay-playwright
diff --git a/.github/workflows/merge-upstream.yml b/.github/workflows/merge-upstream.yml
index 93ca7bd828a36..ce37f2ce2ff29 100644
--- a/.github/workflows/merge-upstream.yml
+++ b/.github/workflows/merge-upstream.yml
@@ -12,10 +12,10 @@ jobs:
     timeout-minutes: 20
     steps:
       - name: Connect to Tailscale
-        uses: tailscale/github-action@e870a1112fcc1faeeeeea3c1b0ce544e5ad01844
+        uses: tailscale/github-action@v1
         with:
           authkey: ${{ secrets.TAILSCALE_API_KEY }}
-          version: "1.28.0"
+          version: "1.38.4"
       - uses: actions/checkout@v2
         with:
           ref: webreplay-release
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index dd7937f1217fc..d8572f65066b2 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -9,10 +9,10 @@ jobs:
     timeout-minutes: 20
     steps:
       - name: Connect to Tailscale
-        uses: tailscale/github-action@e870a1112fcc1faeeeeea3c1b0ce544e5ad01844
+        uses: tailscale/github-action@v1
         with:
           authkey: ${{ secrets.TAILSCALE_API_KEY }}
-          version: "1.28.0"
+          version: "1.38.4"
       - uses: actions/checkout@v2
         with:
           ref: replay-playwright