diff --git a/app/assets/javascripts/coding_scratchpad.ts b/app/assets/javascripts/coding_scratchpad.ts
index cd7b312fa6..9baa5d291c 100644
--- a/app/assets/javascripts/coding_scratchpad.ts
+++ b/app/assets/javascripts/coding_scratchpad.ts
@@ -1,10 +1,9 @@
-import { BackendManager, CodeEditor, InputMode, Papyros, ProgrammingLanguage } from "@dodona/papyros";
+import { CodeEditor, InputMode, Papyros, ProgrammingLanguage } from "@dodona/papyros";
 import { themeState } from "state/Theme";
 import { EditorView } from "@codemirror/view";
 import { rougeStyle, setCode } from "editor";
 import { syntaxHighlighting } from "@codemirror/language";
 import { i18n } from "i18n/i18n";
-import { BackendEventType } from "@dodona/papyros/dist/BackendEvent";
 import { Tab } from "bootstrap";
 
 /** Identifiers used in HTML for relevant elements */
@@ -96,26 +95,17 @@ export async function initPapyros(programmingLanguage: ProgrammingLanguage): Pro
             fallback: true
         })]);
 
-        // Hide Trace tab when a new run is started
-        BackendManager.subscribe(BackendEventType.Start, () => {
+        papyros.codeRunner.addEventListener("debug-mode", (event: CustomEvent<boolean>) => {
+            const debugMode = event.detail;
             const traceTab = document.getElementById(TRACE_TAB_ID);
-            if (traceTab) {
-                traceTab.classList.add("hidden");
-                const descriptionTab = document.getElementById(DESCRIPTION_TAB_ID);
-                if (descriptionTab) {
-                    const tabTrigger = new Tab(descriptionTab.querySelector("a"));
-                    tabTrigger.show();
-                }
-            }
-        });
-
-        // Show Trace tab when a new frame is added
-        BackendManager.subscribe(BackendEventType.Frame, () => {
-            const traceTab = document.getElementById(TRACE_TAB_ID);
-            if (traceTab) {
-                traceTab.classList.remove("hidden");
+            traceTab.classList.toggle("hidden", !debugMode);
+            if (debugMode) {
                 const tabTrigger = new Tab(traceTab.querySelector("a"));
                 tabTrigger.show();
+            } else {
+                const descriptionTab = document.getElementById(DESCRIPTION_TAB_ID);
+                const tabTrigger = new Tab(descriptionTab.querySelector("a"));
+                tabTrigger.show();
             }
         });
     }
diff --git a/app/assets/javascripts/tutor.ts b/app/assets/javascripts/tutor.ts
index aa016064be..56d727e8f3 100644
--- a/app/assets/javascripts/tutor.ts
+++ b/app/assets/javascripts/tutor.ts
@@ -49,15 +49,7 @@ export function initTutor(submissionCode: string): void {
     async function loadTutor(exerciseId: string, studentCode: string, statements: string, stdin: string, inlineFiles: Record<string, string>, hrefFiles: Record<string, string>): Promise<void> {
         const papyros = await initPapyros(ProgrammingLanguage.Python);
 
-        if (papyros.codeRunner.getState() !== RunState.Ready && papyros.codeRunner.getState() !== RunState.Loading) {
-            // stop the code runner if it is running
-            await papyros.codeRunner.stop();
-
-            // wait to make sure the code runner is stopped
-            while (papyros.codeRunner.getState() === RunState.Stopping) {
-                await new Promise(resolve => setTimeout(resolve, 100));
-            }
-        }
+        await papyros.codeRunner.reset();
 
         papyros.setCode(studentCode);
         papyros.codeRunner.inputManager.setInputMode(InputMode.Batch);
diff --git a/package.json b/package.json
index 67d977df7a..0b7b56d481 100644
--- a/package.json
+++ b/package.json
@@ -21,7 +21,7 @@
     "@codemirror/language-data": "^6.4.1",
     "@codemirror/state": "^6.3.3",
     "@codemirror/view": "^6.24.0",
-    "@dodona/papyros": "2.2.0",
+    "@dodona/papyros": "2.3.2",
     "@lezer/common": "^1.2.1",
     "@lezer/highlight": "^1.2.0",
     "@lezer/lr": "^1.4.0",
diff --git a/yarn.lock b/yarn.lock
index 2bf181af24..40ea45a7f8 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1327,10 +1327,10 @@
   resolved "https://registry.yarnpkg.com/@discoveryjs/json-ext/-/json-ext-0.5.7.tgz#1d572bfbbe14b7704e0ba0f39b74815b84870d70"
   integrity sha512-dBVuXR082gk3jsFp7Rd/JI4kytwGHecnCoTtXFb7DB6CNHp4rg5k1bhg0nWdLGLnOV71lmDzGQaLMy8iPLY0pw==
 
-"@dodona/papyros@2.2.0":
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/@dodona/papyros/-/papyros-2.2.0.tgz#eb80c8d9263c7e8cefbf55661b884736f02bf892"
-  integrity sha512-DGXKWegvOMWEGhxNoYVwNkWwF3Y+odWc8is6qiLlETKCh78rvw5fUlb0mGhWRw7VPZANxAOqXa4O9royJnp5YQ==
+"@dodona/papyros@2.3.2":
+  version "2.3.2"
+  resolved "https://registry.yarnpkg.com/@dodona/papyros/-/papyros-2.3.2.tgz#4572f1a7a70a4c0b731bc5d0d116e364e198af34"
+  integrity sha512-rCQYQxggtlWEPkj8srGYlJFX+dKH4JTJAEUeU4N+35bN3VfATdscLaqHd/kLRoM6fUsbl9IZRWsn7GIRSjI4OQ==
   dependencies:
     "@codemirror/autocomplete" "^6.11.1"
     "@codemirror/commands" "^6.3.1"
@@ -1349,7 +1349,7 @@
     comsync "^0.0.9"
     escape-html "^1.0.3"
     file-loader "^6.2.0"
-    i18n-js "4.4.0"
+    i18n-js "4.4.3"
     pyodide "^0.22.0"
     pyodide-worker-runner "1.3.2"
     sync-message "^0.0.12"
@@ -4858,10 +4858,10 @@ human-signals@^1.1.1:
   resolved "https://registry.yarnpkg.com/human-signals/-/human-signals-1.1.1.tgz#c5b1cd14f50aeae09ab6c59fe63ba3395fe4dfa3"
   integrity sha512-SEQu7vl8KjNL2eoGBLF3+wAjpsNfA9XMlXAYj/3EdaNfAlxKthD1xjEQfGOUhllCGGJVNY34bRr6lPINhNjyZw==
 
-i18n-js@4.4.0:
-  version "4.4.0"
-  resolved "https://registry.yarnpkg.com/i18n-js/-/i18n-js-4.4.0.tgz#fddb46ea7dec8fbdb20176a7d89f0b2dba5035d5"
-  integrity sha512-nAOY1z+lPX4dCEUbl9Uw7JtrJFRDjQm7XLk5Lf8iQYFOwZ0yA//jzp42r+OwOt7SazUkYr55R6Dt9ziQGUlxFQ==
+i18n-js@4.4.3:
+  version "4.4.3"
+  resolved "https://registry.yarnpkg.com/i18n-js/-/i18n-js-4.4.3.tgz#09744ddd377261f614502cc5622ce6981026ea4a"
+  integrity sha512-QIIyvJ+wOKdigL4BlgwiFFrpoXeGdlC8EYgori64YSWm1mnhNYYjIfRu5wETFrmiNP2fyD6xIjVG8dlzaiQr/A==
   dependencies:
     bignumber.js "*"
     lodash "*"