diff --git a/package-lock.json b/package-lock.json
index d95c3f3..ac130ad 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -10,8 +10,8 @@
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         "@actions/core": "^1.10.0",
-        "axios": "^1.3.3",
-        "axios-retry": "^3.2.4"
+        "@actions/github": "^5.1.1",
+        "@actions/http-client": "^2.0.1"
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@@ -32,7 +32,18 @@
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       }
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-    "node_modules/@actions/core/node_modules/@actions/http-client": {
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+      "resolved": "https://registry.npmjs.org/@actions/github/-/github-5.1.1.tgz",
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+        "@octokit/core": "^3.6.0",
+        "@octokit/plugin-paginate-rest": "^2.17.0",
+        "@octokit/plugin-rest-endpoint-methods": "^5.13.0"
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@@ -1238,6 +1250,107 @@
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+      "resolved": "https://registry.npmjs.org/@octokit/auth-token/-/auth-token-2.5.0.tgz",
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+      "resolved": "https://registry.npmjs.org/@octokit/core/-/core-3.6.0.tgz",
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+        "@octokit/graphql": "^4.5.8",
+        "@octokit/request": "^5.6.3",
+        "@octokit/request-error": "^2.0.5",
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+    "node_modules/@octokit/endpoint": {
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+      "resolved": "https://registry.npmjs.org/@octokit/endpoint/-/endpoint-6.0.12.tgz",
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+        "is-plain-object": "^5.0.0",
+        "universal-user-agent": "^6.0.0"
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+    "node_modules/@octokit/graphql": {
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+      "resolved": "https://registry.npmjs.org/@octokit/graphql/-/graphql-4.8.0.tgz",
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+      "resolved": "https://registry.npmjs.org/@octokit/plugin-paginate-rest/-/plugin-paginate-rest-2.21.3.tgz",
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+        "deprecation": "^2.3.1"
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+        "@octokit/request-error": "^2.1.0",
+        "@octokit/types": "^6.16.1",
+        "is-plain-object": "^5.0.0",
+        "node-fetch": "^2.6.7",
+        "universal-user-agent": "^6.0.0"
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+    "node_modules/@octokit/request-error": {
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+      "resolved": "https://registry.npmjs.org/@octokit/request-error/-/request-error-2.1.0.tgz",
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+        "deprecation": "^2.0.0",
+        "once": "^1.4.0"
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+    "node_modules/@octokit/types": {
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+      "resolved": "https://registry.npmjs.org/@octokit/types/-/types-6.41.0.tgz",
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@@ -1754,11 +1867,6 @@
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@@ -1780,25 +1888,6 @@
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@@ -2236,13 +2319,10 @@
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-      "engines": {
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@@ -3901,6 +3949,14 @@
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@@ -3917,17 +3973,6 @@
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@@ -5959,6 +5999,11 @@
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@@ -6076,6 +6121,11 @@
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       "resolved": "https://registry.npmjs.org/tsconfig-paths/-/tsconfig-paths-3.11.0.tgz",
@@ -10826,6 +10947,11 @@
         "which-boxed-primitive": "^1.0.2"
       }
     },
+    "universal-user-agent": {
+      "version": "6.0.0",
+      "resolved": "https://registry.npmjs.org/universal-user-agent/-/universal-user-agent-6.0.0.tgz",
+      "integrity": "sha512-isyNax3wXoKaulPDZWHQqbmIx1k2tb9fb3GGDBRxCscfYV2Ch7WxPArBsFEG8s/safwXTT7H4QGhaIkTp9447w=="
+    },
     "update-browserslist-db": {
       "version": "1.0.10",
       "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.0.10.tgz",
@@ -10878,6 +11004,20 @@
         "makeerror": "1.0.12"
       }
     },
+    "webidl-conversions": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
+      "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ=="
+    },
+    "whatwg-url": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
+      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
+      "requires": {
+        "tr46": "~0.0.3",
+        "webidl-conversions": "^3.0.0"
+      }
+    },
     "which": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
@@ -10946,8 +11086,7 @@
     "wrappy": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
-      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=",
-      "dev": true
+      "integrity": "sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8="
     },
     "write-file-atomic": {
       "version": "5.0.0",
diff --git a/package.json b/package.json
index 267e5a8..45311c3 100644
--- a/package.json
+++ b/package.json
@@ -5,8 +5,8 @@
   "main": "./dist/index.js",
   "dependencies": {
     "@actions/core": "^1.10.0",
-    "axios": "^1.3.3",
-    "axios-retry": "^3.2.4"
+    "@actions/github": "^5.1.1",
+    "@actions/http-client": "^2.0.1"
   },
   "devDependencies": {
     "@vercel/ncc": "^0.31.1",