diff --git a/package.json b/package.json
index 555a6616..c8a08e54 100644
--- a/package.json
+++ b/package.json
@@ -76,7 +76,7 @@
     "cookie": "^0.3.1",
     "cookie-parser": "^1.4.3",
     "cors": "^2.8.4",
-    "danger": "^3.8.4",
+    "danger": "^3.8.6",
     "danger-plugin-yarn": "^1.3.0",
     "dotenv": "^5.0.1",
     "ejs": "^2.5.9",
diff --git a/source/danger/append_peril.ts b/source/danger/append_peril.ts
index ceb94a92..2a3c0e14 100644
--- a/source/danger/append_peril.ts
+++ b/source/danger/append_peril.ts
@@ -2,7 +2,10 @@ import * as NodeGithub from "@octokit/rest"
 
 import { PerilDSL } from "danger/distribution/dsl/DangerDSL"
 import { GitHubUtilsDSL } from "danger/distribution/dsl/GitHubDSL"
-import GitHubUtils, { createUpdatedIssueWithIDGenerator } from "danger/distribution/platforms/github/GitHubUtils"
+import GitHubUtils, {
+  createOrAddLabel,
+  createUpdatedIssueWithIDGenerator,
+} from "danger/distribution/platforms/github/GitHubUtils"
 import { DangerContext } from "danger/distribution/runner/Dangerfile"
 import { href, sentence } from "danger/distribution/runner/DangerUtils"
 
@@ -72,6 +75,9 @@ const recreateGitHubUtils = (api: NodeGithub): GitHubUtilsDSL => ({
   },
 
   createUpdatedIssueWithID: createUpdatedIssueWithIDGenerator(api),
+  // TODO: Is this right?
+  //       Do I need to move the PR object into here if needed?
+  createOrAddLabel: createOrAddLabel(undefined as any, api),
 })
 
 /**
diff --git a/source/danger/peril_platform.ts b/source/danger/peril_platform.ts
index ba6d9c47..ed5ca0bc 100644
--- a/source/danger/peril_platform.ts
+++ b/source/danger/peril_platform.ts
@@ -2,6 +2,7 @@ import { GitHubUtilsDSL } from "danger/distribution/dsl/GitHubDSL"
 
 import { GitHubType } from "danger/distribution/platforms/GitHub"
 import {
+  createOrAddLabel,
   createUpdatedIssueWithIDGenerator,
   fileContentsGenerator,
 } from "danger/distribution/platforms/github/GitHubUtils"
@@ -25,6 +26,7 @@ export const getPerilPlatformForDSL = (type: RunType, github: GitHubType | null,
     const utils: GitHubUtilsDSL | null = github && {
       fileContents: fileContentsGenerator(github.api.getExternalAPI(), repoSlug, ref),
       createUpdatedIssueWithID: createUpdatedIssueWithIDGenerator(github.api.getExternalAPI()),
+      createOrAddLabel: createOrAddLabel(undefined as any, github.api.getExternalAPI()),
       // Not sure what this looks like for non-PR events
       fileLinks: (paths, _, __, ___) => paths.join(", "),
     }
diff --git a/yarn.lock b/yarn.lock
index 53c15bab..f14a39a9 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -17,9 +17,9 @@
     core-js "^2.5.3"
     regenerator-runtime "^0.11.1"
 
-"@octokit/rest@^15.5.0":
-  version "15.6.0"
-  resolved "https://registry.yarnpkg.com/@octokit/rest/-/rest-15.6.0.tgz#2d4a9f9efd38513b606f3192d91bac216c1c6d94"
+"@octokit/rest@^15.9.5":
+  version "15.9.5"
+  resolved "https://registry.yarnpkg.com/@octokit/rest/-/rest-15.9.5.tgz#e356d202bd0b517e381f705ad77d98ccb84e0c65"
   dependencies:
     before-after-hook "^1.1.0"
     btoa-lite "^1.0.0"
@@ -2378,11 +2378,11 @@ danger-plugin-yarn@^1.3.0:
   optionalDependencies:
     esdoc "^0.5.2"
 
-danger@^3.8.4:
-  version "3.8.4"
-  resolved "https://registry.yarnpkg.com/danger/-/danger-3.8.4.tgz#e84b8398a3b7dd5707d7628a833f529efa4d1354"
+danger@^3.8.6:
+  version "3.8.6"
+  resolved "https://registry.yarnpkg.com/danger/-/danger-3.8.6.tgz#6760e17a191e0b0e5a255cc9389a0f303033950d"
   dependencies:
-    "@octokit/rest" "^15.5.0"
+    "@octokit/rest" "^15.9.5"
     babel-polyfill "^6.23.0"
     chalk "^2.3.0"
     commander "^2.13.0"