diff --git a/front_end/package-lock.json b/front_end/package-lock.json
index f9c7194617..373b33aa97 100644
--- a/front_end/package-lock.json
+++ b/front_end/package-lock.json
@@ -69,8 +69,8 @@
         "nextjs-toploader": "^1.6.12",
         "numeric": "^1.2.6",
         "openai": "^4.78.1",
-        "posthog-js": "^1.181.0",
-        "posthog-node": "^4.2.1",
+        "posthog-js": "^1.325.0",
+        "posthog-node": "^5.21.0",
         "prism-react-renderer": "^2.4.1",
         "puppeteer": "^22.15.0",
         "rc-slider": "^10.6.2",
@@ -5246,6 +5246,49 @@
         "node": ">=14"
       }
     },
+    "node_modules/@opentelemetry/exporter-logs-otlp-http": {
+      "version": "0.208.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/exporter-logs-otlp-http/-/exporter-logs-otlp-http-0.208.0.tgz",
+      "integrity": "sha512-jOv40Bs9jy9bZVLo/i8FwUiuCvbjWDI+ZW13wimJm4LjnlwJxGgB+N/VWOZUTpM+ah/awXeQqKdNlpLf2EjvYg==",
+      "dependencies": {
+        "@opentelemetry/api-logs": "0.208.0",
+        "@opentelemetry/core": "2.2.0",
+        "@opentelemetry/otlp-exporter-base": "0.208.0",
+        "@opentelemetry/otlp-transformer": "0.208.0",
+        "@opentelemetry/sdk-logs": "0.208.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": "^1.3.0"
+      }
+    },
+    "node_modules/@opentelemetry/exporter-logs-otlp-http/node_modules/@opentelemetry/api-logs": {
+      "version": "0.208.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api-logs/-/api-logs-0.208.0.tgz",
+      "integrity": "sha512-CjruKY9V6NMssL/T1kAFgzosF1v9o6oeN+aX5JB/C/xPNtmgIJqcXHG7fA82Ou1zCpWGl4lROQUKwUNE1pMCyg==",
+      "dependencies": {
+        "@opentelemetry/api": "^1.3.0"
+      },
+      "engines": {
+        "node": ">=8.0.0"
+      }
+    },
+    "node_modules/@opentelemetry/exporter-logs-otlp-http/node_modules/@opentelemetry/core": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-2.2.0.tgz",
+      "integrity": "sha512-FuabnnUm8LflnieVxs6eP7Z383hgQU4W1e3KJS6aOG3RxWxcHyBxH8fDMHNgu/gFx/M2jvTOW/4/PHhLz6bjWw==",
+      "dependencies": {
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.0.0 <1.10.0"
+      }
+    },
     "node_modules/@opentelemetry/instrumentation": {
       "version": "0.57.2",
       "resolved": "https://registry.npmjs.org/@opentelemetry/instrumentation/-/instrumentation-0.57.2.tgz",
@@ -5643,6 +5686,111 @@
         "@opentelemetry/api": "^1.7.0"
       }
     },
+    "node_modules/@opentelemetry/otlp-exporter-base": {
+      "version": "0.208.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/otlp-exporter-base/-/otlp-exporter-base-0.208.0.tgz",
+      "integrity": "sha512-gMd39gIfVb2OgxldxUtOwGJYSH8P1kVFFlJLuut32L6KgUC4gl1dMhn+YC2mGn0bDOiQYSk/uHOdSjuKp58vvA==",
+      "dependencies": {
+        "@opentelemetry/core": "2.2.0",
+        "@opentelemetry/otlp-transformer": "0.208.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": "^1.3.0"
+      }
+    },
+    "node_modules/@opentelemetry/otlp-exporter-base/node_modules/@opentelemetry/core": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-2.2.0.tgz",
+      "integrity": "sha512-FuabnnUm8LflnieVxs6eP7Z383hgQU4W1e3KJS6aOG3RxWxcHyBxH8fDMHNgu/gFx/M2jvTOW/4/PHhLz6bjWw==",
+      "dependencies": {
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.0.0 <1.10.0"
+      }
+    },
+    "node_modules/@opentelemetry/otlp-transformer": {
+      "version": "0.208.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/otlp-transformer/-/otlp-transformer-0.208.0.tgz",
+      "integrity": "sha512-DCFPY8C6lAQHUNkzcNT9R+qYExvsk6C5Bto2pbNxgicpcSWbe2WHShLxkOxIdNcBiYPdVHv/e7vH7K6TI+C+fQ==",
+      "dependencies": {
+        "@opentelemetry/api-logs": "0.208.0",
+        "@opentelemetry/core": "2.2.0",
+        "@opentelemetry/resources": "2.2.0",
+        "@opentelemetry/sdk-logs": "0.208.0",
+        "@opentelemetry/sdk-metrics": "2.2.0",
+        "@opentelemetry/sdk-trace-base": "2.2.0",
+        "protobufjs": "^7.3.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": "^1.3.0"
+      }
+    },
+    "node_modules/@opentelemetry/otlp-transformer/node_modules/@opentelemetry/api-logs": {
+      "version": "0.208.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api-logs/-/api-logs-0.208.0.tgz",
+      "integrity": "sha512-CjruKY9V6NMssL/T1kAFgzosF1v9o6oeN+aX5JB/C/xPNtmgIJqcXHG7fA82Ou1zCpWGl4lROQUKwUNE1pMCyg==",
+      "dependencies": {
+        "@opentelemetry/api": "^1.3.0"
+      },
+      "engines": {
+        "node": ">=8.0.0"
+      }
+    },
+    "node_modules/@opentelemetry/otlp-transformer/node_modules/@opentelemetry/core": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-2.2.0.tgz",
+      "integrity": "sha512-FuabnnUm8LflnieVxs6eP7Z383hgQU4W1e3KJS6aOG3RxWxcHyBxH8fDMHNgu/gFx/M2jvTOW/4/PHhLz6bjWw==",
+      "dependencies": {
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.0.0 <1.10.0"
+      }
+    },
+    "node_modules/@opentelemetry/otlp-transformer/node_modules/@opentelemetry/resources": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/resources/-/resources-2.2.0.tgz",
+      "integrity": "sha512-1pNQf/JazQTMA0BiO5NINUzH0cbLbbl7mntLa4aJNmCCXSj0q03T5ZXXL0zw4G55TjdL9Tz32cznGClf+8zr5A==",
+      "dependencies": {
+        "@opentelemetry/core": "2.2.0",
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.3.0 <1.10.0"
+      }
+    },
+    "node_modules/@opentelemetry/otlp-transformer/node_modules/@opentelemetry/sdk-trace-base": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/sdk-trace-base/-/sdk-trace-base-2.2.0.tgz",
+      "integrity": "sha512-xWQgL0Bmctsalg6PaXExmzdedSp3gyKV8mQBwK/j9VGdCDu2fmXIb2gAehBKbkXCpJ4HPkgv3QfoJWRT4dHWbw==",
+      "dependencies": {
+        "@opentelemetry/core": "2.2.0",
+        "@opentelemetry/resources": "2.2.0",
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.3.0 <1.10.0"
+      }
+    },
     "node_modules/@opentelemetry/redis-common": {
       "version": "0.36.2",
       "resolved": "https://registry.npmjs.org/@opentelemetry/redis-common/-/redis-common-0.36.2.tgz",
@@ -5677,6 +5825,106 @@
         "node": ">=14"
       }
     },
+    "node_modules/@opentelemetry/sdk-logs": {
+      "version": "0.208.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/sdk-logs/-/sdk-logs-0.208.0.tgz",
+      "integrity": "sha512-QlAyL1jRpOeaqx7/leG1vJMp84g0xKP6gJmfELBpnI4O/9xPX+Hu5m1POk9Kl+veNkyth5t19hRlN6tNY1sjbA==",
+      "dependencies": {
+        "@opentelemetry/api-logs": "0.208.0",
+        "@opentelemetry/core": "2.2.0",
+        "@opentelemetry/resources": "2.2.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.4.0 <1.10.0"
+      }
+    },
+    "node_modules/@opentelemetry/sdk-logs/node_modules/@opentelemetry/api-logs": {
+      "version": "0.208.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api-logs/-/api-logs-0.208.0.tgz",
+      "integrity": "sha512-CjruKY9V6NMssL/T1kAFgzosF1v9o6oeN+aX5JB/C/xPNtmgIJqcXHG7fA82Ou1zCpWGl4lROQUKwUNE1pMCyg==",
+      "dependencies": {
+        "@opentelemetry/api": "^1.3.0"
+      },
+      "engines": {
+        "node": ">=8.0.0"
+      }
+    },
+    "node_modules/@opentelemetry/sdk-logs/node_modules/@opentelemetry/core": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-2.2.0.tgz",
+      "integrity": "sha512-FuabnnUm8LflnieVxs6eP7Z383hgQU4W1e3KJS6aOG3RxWxcHyBxH8fDMHNgu/gFx/M2jvTOW/4/PHhLz6bjWw==",
+      "dependencies": {
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.0.0 <1.10.0"
+      }
+    },
+    "node_modules/@opentelemetry/sdk-logs/node_modules/@opentelemetry/resources": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/resources/-/resources-2.2.0.tgz",
+      "integrity": "sha512-1pNQf/JazQTMA0BiO5NINUzH0cbLbbl7mntLa4aJNmCCXSj0q03T5ZXXL0zw4G55TjdL9Tz32cznGClf+8zr5A==",
+      "dependencies": {
+        "@opentelemetry/core": "2.2.0",
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.3.0 <1.10.0"
+      }
+    },
+    "node_modules/@opentelemetry/sdk-metrics": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/sdk-metrics/-/sdk-metrics-2.2.0.tgz",
+      "integrity": "sha512-G5KYP6+VJMZzpGipQw7Giif48h6SGQ2PFKEYCybeXJsOCB4fp8azqMAAzE5lnnHK3ZVwYQrgmFbsUJO/zOnwGw==",
+      "dependencies": {
+        "@opentelemetry/core": "2.2.0",
+        "@opentelemetry/resources": "2.2.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.9.0 <1.10.0"
+      }
+    },
+    "node_modules/@opentelemetry/sdk-metrics/node_modules/@opentelemetry/core": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-2.2.0.tgz",
+      "integrity": "sha512-FuabnnUm8LflnieVxs6eP7Z383hgQU4W1e3KJS6aOG3RxWxcHyBxH8fDMHNgu/gFx/M2jvTOW/4/PHhLz6bjWw==",
+      "dependencies": {
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.0.0 <1.10.0"
+      }
+    },
+    "node_modules/@opentelemetry/sdk-metrics/node_modules/@opentelemetry/resources": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/resources/-/resources-2.2.0.tgz",
+      "integrity": "sha512-1pNQf/JazQTMA0BiO5NINUzH0cbLbbl7mntLa4aJNmCCXSj0q03T5ZXXL0zw4G55TjdL9Tz32cznGClf+8zr5A==",
+      "dependencies": {
+        "@opentelemetry/core": "2.2.0",
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.3.0 <1.10.0"
+      }
+    },
     "node_modules/@opentelemetry/sdk-trace-base": {
       "version": "1.30.1",
       "resolved": "https://registry.npmjs.org/@opentelemetry/sdk-trace-base/-/sdk-trace-base-1.30.1.tgz",
@@ -5750,6 +5998,19 @@
         "url": "https://opencollective.com/unts"
       }
     },
+    "node_modules/@posthog/core": {
+      "version": "1.9.1",
+      "resolved": "https://registry.npmjs.org/@posthog/core/-/core-1.9.1.tgz",
+      "integrity": "sha512-kRb1ch2dhQjsAapZmu6V66551IF2LnCbc1rnrQqnR7ArooVyJN9KOPXre16AJ3ObJz2eTfuP7x25BMyS2Y5Exw==",
+      "dependencies": {
+        "cross-spawn": "^7.0.6"
+      }
+    },
+    "node_modules/@posthog/types": {
+      "version": "1.325.0",
+      "resolved": "https://registry.npmjs.org/@posthog/types/-/types-1.325.0.tgz",
+      "integrity": "sha512-cBOZvVwpL8VHnNmkOVNxVsbwuf0/Fbxl32SjveQGapvkDojzFbpuj9wQPzrzF/wtCukkPjlPEDKAG/f1c8oPVQ=="
+    },
     "node_modules/@prisma/instrumentation": {
       "version": "6.7.0",
       "resolved": "https://registry.npmjs.org/@prisma/instrumentation/-/instrumentation-6.7.0.tgz",
@@ -12186,10 +12447,9 @@
       }
     },
     "node_modules/dompurify": {
-      "version": "3.2.5",
-      "resolved": "https://registry.npmjs.org/dompurify/-/dompurify-3.2.5.tgz",
-      "integrity": "sha512-mLPd29uoRe9HpvwP2TxClGQBzGXeEC/we/q+bFlmPPmj2p2Ugl3r6ATu/UU1v77DXNcehiBg9zsr1dREyA/dJQ==",
-      "license": "(MPL-2.0 OR Apache-2.0)",
+      "version": "3.3.1",
+      "resolved": "https://registry.npmjs.org/dompurify/-/dompurify-3.3.1.tgz",
+      "integrity": "sha512-qkdCKzLNtrgPFP1Vo+98FRzJnBRGe4ffyCea9IwHB1fyxPOeNTHpLKYGd4Uk9xvNoH0ZoOjwZxNptyMwqrId1Q==",
       "optionalDependencies": {
         "@types/trusted-types": "^2.0.7"
       }
@@ -19924,32 +20184,80 @@
       }
     },
     "node_modules/posthog-js": {
-      "version": "1.181.0",
-      "resolved": "https://registry.npmjs.org/posthog-js/-/posthog-js-1.181.0.tgz",
-      "integrity": "sha512-bI+J+f4E8x4JwbGtG6LReQv1Xvss01F6cs7UDlvffHySpVhNq4ptkNjV88B92IVEsrCtNYhy/TjFnGxk6RN0Qw==",
+      "version": "1.325.0",
+      "resolved": "https://registry.npmjs.org/posthog-js/-/posthog-js-1.325.0.tgz",
+      "integrity": "sha512-u4A/QPtI742X4lnXmdr9fl00jwg22mUIs3SrbHg7i8Ju5uBa4CThV/2n+4XSXyre3LygOASshFxhzT3UMpcQPQ==",
       "dependencies": {
+        "@opentelemetry/api": "^1.9.0",
+        "@opentelemetry/api-logs": "^0.208.0",
+        "@opentelemetry/exporter-logs-otlp-http": "^0.208.0",
+        "@opentelemetry/resources": "^2.2.0",
+        "@opentelemetry/sdk-logs": "^0.208.0",
+        "@posthog/core": "1.9.1",
+        "@posthog/types": "1.325.0",
         "core-js": "^3.38.1",
+        "dompurify": "^3.3.1",
         "fflate": "^0.4.8",
-        "preact": "^10.19.3",
-        "web-vitals": "^4.2.0"
+        "preact": "^10.28.0",
+        "query-selector-shadow-dom": "^1.0.1",
+        "web-vitals": "^4.2.4"
+      }
+    },
+    "node_modules/posthog-js/node_modules/@opentelemetry/api-logs": {
+      "version": "0.208.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api-logs/-/api-logs-0.208.0.tgz",
+      "integrity": "sha512-CjruKY9V6NMssL/T1kAFgzosF1v9o6oeN+aX5JB/C/xPNtmgIJqcXHG7fA82Ou1zCpWGl4lROQUKwUNE1pMCyg==",
+      "dependencies": {
+        "@opentelemetry/api": "^1.3.0"
+      },
+      "engines": {
+        "node": ">=8.0.0"
+      }
+    },
+    "node_modules/posthog-js/node_modules/@opentelemetry/core": {
+      "version": "2.4.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-2.4.0.tgz",
+      "integrity": "sha512-KtcyFHssTn5ZgDu6SXmUznS80OFs/wN7y6MyFRRcKU6TOw8hNcGxKvt8hsdaLJfhzUszNSjURetq5Qpkad14Gw==",
+      "dependencies": {
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.0.0 <1.10.0"
+      }
+    },
+    "node_modules/posthog-js/node_modules/@opentelemetry/resources": {
+      "version": "2.4.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/resources/-/resources-2.4.0.tgz",
+      "integrity": "sha512-RWvGLj2lMDZd7M/5tjkI/2VHMpXebLgPKvBUd9LRasEWR2xAynDwEYZuLvY9P2NGG73HF07jbbgWX2C9oavcQg==",
+      "dependencies": {
+        "@opentelemetry/core": "2.4.0",
+        "@opentelemetry/semantic-conventions": "^1.29.0"
+      },
+      "engines": {
+        "node": "^18.19.0 || >=20.6.0"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.3.0 <1.10.0"
       }
     },
     "node_modules/posthog-node": {
-      "version": "4.2.1",
-      "resolved": "https://registry.npmjs.org/posthog-node/-/posthog-node-4.2.1.tgz",
-      "integrity": "sha512-l+fsjYEkTik3m/G0pE7gMr4qBJP84LhK779oQm6MBzhBGpd4By4qieTW+4FUAlNCyzQTynn3Nhsa50c0IELSxQ==",
+      "version": "5.21.0",
+      "resolved": "https://registry.npmjs.org/posthog-node/-/posthog-node-5.21.0.tgz",
+      "integrity": "sha512-M7v/+Zyz/z3ZDC4u896K2Lb/pLbPA1Czo6Tp/WeQ1vuBsJtJajqWO3vRev3BHFTP92nao5YCrU0aIM+Flwbv1A==",
       "dependencies": {
-        "axios": "^1.7.4",
-        "rusha": "^0.8.14"
+        "@posthog/core": "1.9.1"
       },
       "engines": {
-        "node": ">=15.0.0"
+        "node": ">=20"
       }
     },
     "node_modules/preact": {
-      "version": "10.23.2",
-      "resolved": "https://registry.npmjs.org/preact/-/preact-10.23.2.tgz",
-      "integrity": "sha512-kKYfePf9rzKnxOAKDpsWhg/ysrHPqT+yQ7UW4JjdnqjFIeNUnNcEJvhuA8fDenxAGWzUqtd51DfVg7xp/8T9NA==",
+      "version": "10.28.2",
+      "resolved": "https://registry.npmjs.org/preact/-/preact-10.28.2.tgz",
+      "integrity": "sha512-lbteaWGzGHdlIuiJ0l2Jq454m6kcpI1zNje6d8MlGAFlYvP2GO4ibnat7P74Esfz4sPTdM6UxtTwh/d3pwM9JA==",
       "funding": {
         "type": "opencollective",
         "url": "https://opencollective.com/preact"
@@ -20344,6 +20652,11 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/query-selector-shadow-dom": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/query-selector-shadow-dom/-/query-selector-shadow-dom-1.0.1.tgz",
+      "integrity": "sha512-lT5yCqEBgfoMYpf3F2xQRK7zEr1rhIIZuceDK6+xRkJQ4NMbHTwXqk4NkwDwQMNqXgG9r9fyHnzwNVs6zV5KRw=="
+    },
     "node_modules/querystringify": {
       "version": "2.2.0",
       "resolved": "https://registry.npmjs.org/querystringify/-/querystringify-2.2.0.tgz",
@@ -21175,11 +21488,6 @@
         "queue-microtask": "^1.2.2"
       }
     },
-    "node_modules/rusha": {
-      "version": "0.8.14",
-      "resolved": "https://registry.npmjs.org/rusha/-/rusha-0.8.14.tgz",
-      "integrity": "sha512-cLgakCUf6PedEu15t8kbsjnwIFFR2D4RfL+W3iWFJ4iac7z4B0ZI8fxy4R3J956kAI68HclCFGL8MPoUVC3qVA=="
-    },
     "node_modules/rw": {
       "version": "1.3.3",
       "resolved": "https://registry.npmjs.org/rw/-/rw-1.3.3.tgz",
@@ -24142,9 +24450,9 @@
       }
     },
     "node_modules/web-vitals": {
-      "version": "4.2.3",
-      "resolved": "https://registry.npmjs.org/web-vitals/-/web-vitals-4.2.3.tgz",
-      "integrity": "sha512-/CFAm1mNxSmOj6i0Co+iGFJ58OS4NRGVP+AWS/l509uIK5a1bSoIVaHz/ZumpHTfHSZBpgrJ+wjfpAOrTHok5Q=="
+      "version": "4.2.4",
+      "resolved": "https://registry.npmjs.org/web-vitals/-/web-vitals-4.2.4.tgz",
+      "integrity": "sha512-r4DIlprAGwJ7YM11VZp4R884m0Vmgr6EAKe3P+kO0PPj3Unqyvv59rczf6UiGcb9Z8QxZVcqKNwv/g0WNdWwsw=="
     },
     "node_modules/webidl-conversions": {
       "version": "3.0.1",
diff --git a/front_end/package.json b/front_end/package.json
index 46a6a0aaa0..f2e0ccb504 100644
--- a/front_end/package.json
+++ b/front_end/package.json
@@ -79,8 +79,8 @@
     "nextjs-toploader": "^1.6.12",
     "numeric": "^1.2.6",
     "openai": "^4.78.1",
-    "posthog-js": "^1.181.0",
-    "posthog-node": "^4.2.1",
+    "posthog-js": "^1.325.0",
+    "posthog-node": "^5.21.0",
     "prism-react-renderer": "^2.4.1",
     "puppeteer": "^22.15.0",
     "rc-slider": "^10.6.2",
diff --git a/front_end/src/app/(main)/(home)/components/feedback_float.tsx b/front_end/src/app/(main)/(home)/components/feedback_float.tsx
index 48a7aebe1c..b88289da98 100644
--- a/front_end/src/app/(main)/(home)/components/feedback_float.tsx
+++ b/front_end/src/app/(main)/(home)/components/feedback_float.tsx
@@ -1,20 +1,21 @@
 "use client";
 
-import { faPaperPlane } from "@fortawesome/free-solid-svg-icons";
+import { faCommentDots } from "@fortawesome/free-solid-svg-icons";
 import { FontAwesomeIcon } from "@fortawesome/react-fontawesome";
-
-import { useModal } from "@/contexts/modal_context";
+import { usePostHog } from "posthog-js/react";
 
 const FeedbackFloat: React.FC = () => {
-  const { setCurrentModal } = useModal();
+  const posthog = usePostHog();
+
   return (
     <button
       type="button"
-      onClick={() => setCurrentModal({ type: "contactUs" })}
+      onClick={() => posthog.capture("feedback_float_clicked")}
       className="fixed bottom-4 right-4 z-100 flex h-8 w-8 items-center justify-center rounded-full border border-transparent bg-blue-800 p-2 text-base text-white no-underline shadow-lg transition-colors hover:bg-blue-900 hover:text-blue-900 active:text-blue-700 disabled:text-blue-800 disabled:opacity-30 dark:text-blue-800-dark dark:hover:text-blue-900-dark dark:active:text-blue-700-dark disabled:dark:text-blue-800-dark"
       aria-label="Get in touch"
+      id="feedback-float"
     >
-      <FontAwesomeIcon icon={faPaperPlane} />
+      <FontAwesomeIcon icon={faCommentDots} />
     </button>
   );
 };
diff --git a/front_end/src/components/markdown_editor/__tests__/helpers.test.ts b/front_end/src/components/markdown_editor/__tests__/helpers.test.ts
index fac8c00b60..685dc6e2ef 100644
--- a/front_end/src/components/markdown_editor/__tests__/helpers.test.ts
+++ b/front_end/src/components/markdown_editor/__tests__/helpers.test.ts
@@ -384,9 +384,11 @@ describe("processMarkdown", () => {
       const result = processMarkdown(input);
 
       // Then
-      expect(result).toContain(
-        '<iframe height="315" width="560" src="https://example.com"></iframe>'
-      );
+      expect(result).toContain("<iframe");
+      expect(result).toContain('src="https://example.com"');
+      expect(result).toContain('width="560"');
+      expect(result).toContain('height="315"');
+      expect(result).toContain("</iframe>");
     });
 
     it("should preserve allowed custom attributes on HTML elements", () => {