diff --git a/bun.lock b/bun.lock
index 9a7c081e..ae895d27 100644
--- a/bun.lock
+++ b/bun.lock
@@ -19,7 +19,7 @@
         "react-dom": "19.2.7",
         "react-markdown": "^10.1.0",
         "remark-gfm": "^4.0.1",
-        "shiki": "^4.2.0",
+        "shiki": "^4.3.0",
         "swr": "^2.4.1",
         "zod": "^4.4.3",
       },
@@ -261,19 +261,19 @@
 
     "@schummar/icu-type-parser": ["@schummar/icu-type-parser@1.21.5", "", {}, "sha512-bXHSaW5jRTmke9Vd0h5P7BtWZG9Znqb8gSDxZnxaGSJnGwPLDPfS+3g0BKzeWqzgZPsIVZkM7m2tbo18cm5HBw=="],
 
-    "@shikijs/core": ["@shikijs/core@4.2.0", "", { "dependencies": { "@shikijs/primitive": "4.2.0", "@shikijs/types": "4.2.0", "@shikijs/vscode-textmate": "^10.0.2", "@types/hast": "^3.0.4", "hast-util-to-html": "^9.0.5" } }, "sha512-Hc87Ab1Ld/vEbZRCbwx344I5v+4RU8CVToUTRkqXL1+TjbuOp9U5Xa0M23V4GEWHxVn+yO5otb+HkQVm3ptWQQ=="],
+    "@shikijs/core": ["@shikijs/core@4.3.0", "", { "dependencies": { "@shikijs/primitive": "4.3.0", "@shikijs/types": "4.3.0", "@shikijs/vscode-textmate": "^10.0.2", "@types/hast": "^3.0.4", "hast-util-to-html": "^9.0.5" } }, "sha512-EooU3i9F6IAE8kEu+AnGf9DFZWkQBZ+hJn3tLVbsH+61mtQiva5biai66fAA6nvFPXkLgvrh7BrR7YcJU83xQQ=="],
 
-    "@shikijs/engine-javascript": ["@shikijs/engine-javascript@4.2.0", "", { "dependencies": { "@shikijs/types": "4.2.0", "@shikijs/vscode-textmate": "^10.0.2", "oniguruma-to-es": "^4.3.6" } }, "sha512-fjETeq1k5ffyXqRgS6+3hpvqseLalp1kjNfRbXpUgWR8FpZ1CmQfiNHovc5lncYjt/Vg5JK/WJEmLahjwMa0og=="],
+    "@shikijs/engine-javascript": ["@shikijs/engine-javascript@4.3.0", "", { "dependencies": { "@shikijs/types": "4.3.0", "@shikijs/vscode-textmate": "^10.0.2", "oniguruma-to-es": "^4.3.6" } }, "sha512-hTv/KiFf2tpiqlACPiztGGurEARWIutB8YUhcrA1pUC7VzzwKO+g5crUocrLztrZ5ro5Z4hbXg7bYclETn3gSQ=="],
 
-    "@shikijs/engine-oniguruma": ["@shikijs/engine-oniguruma@4.2.0", "", { "dependencies": { "@shikijs/types": "4.2.0", "@shikijs/vscode-textmate": "^10.0.2" } }, "sha512-hTorK1dffPkpbMUk6Z+828PgRo7d07HbnizoP0hNPFjhxMHctj0Px/qoHeGMYafc6ju+u9iMldN4JbVzNQM++g=="],
+    "@shikijs/engine-oniguruma": ["@shikijs/engine-oniguruma@4.3.0", "", { "dependencies": { "@shikijs/types": "4.3.0", "@shikijs/vscode-textmate": "^10.0.2" } }, "sha512-1vMdN3gHfnKfLYwecUI2ITJI4RhHt96xEaJumVn7Heb0IlJ8WQMIH0Voak+2j22BpSNKdnOfB/pCTPnPm2gq7A=="],
 
-    "@shikijs/langs": ["@shikijs/langs@4.2.0", "", { "dependencies": { "@shikijs/types": "4.2.0" } }, "sha512-bwrVRlJ0wUhZxAbVdvBbv2TTC9yLsh4C/IO5Ofz0T8MQntgDvyVnkbjw9vi50r1kx7RCIJdnJnjZAwmAsXFLZQ=="],
+    "@shikijs/langs": ["@shikijs/langs@4.3.0", "", { "dependencies": { "@shikijs/types": "4.3.0" } }, "sha512-rnlqFbBRSys9bT4gl/5rw9RnS0W/I84ZldXPkO7cvlEMoV85TyF/aU01N7/NbSR776RNLjrJKjfFUXJR6wN1Cg=="],
 
-    "@shikijs/primitive": ["@shikijs/primitive@4.2.0", "", { "dependencies": { "@shikijs/types": "4.2.0", "@shikijs/vscode-textmate": "^10.0.2", "@types/hast": "^3.0.4" } }, "sha512-NOq+DtUkVBJtZMVXL5A0vI0Xk8nvDYaXetFHSJFlOqjDZIVhIPRYFdGkSoElDqNuegikcc3A76SNUa8dTqtAYA=="],
+    "@shikijs/primitive": ["@shikijs/primitive@4.3.0", "", { "dependencies": { "@shikijs/types": "4.3.0", "@shikijs/vscode-textmate": "^10.0.2", "@types/hast": "^3.0.4" } }, "sha512-CPkz64PTa5diRW1ggzMZH9VM/du4RNChYgVtgqrFcgruvIybmCvySv8GkiHSczUHXYuuR8TdKEwFx+UnZMpgdg=="],
 
-    "@shikijs/themes": ["@shikijs/themes@4.2.0", "", { "dependencies": { "@shikijs/types": "4.2.0" } }, "sha512-RX8IHYeLv8Cu2W6ruc3RxUqWn0IYCqSrMBzi/uRGAmfyDNOnNO5BF/Px7o97n4XTpmFTo5GbRaazuOWj+2ak2w=="],
+    "@shikijs/themes": ["@shikijs/themes@4.3.0", "", { "dependencies": { "@shikijs/types": "4.3.0" } }, "sha512-Avgt05YiT+Y3prjIc9lmQxhJzHBcCfR6cjiFW4OyaMBbt2A6trX5rfjUzx+Vj/mE9qpArYjatnqo9XPjQNW/AQ=="],
 
-    "@shikijs/types": ["@shikijs/types@4.2.0", "", { "dependencies": { "@shikijs/vscode-textmate": "^10.0.2", "@types/hast": "^3.0.4" } }, "sha512-VT/MKtlpOhEPZloSH3Pb9WCZEBDoQVMa9jedp5UAwmJOar1DVc9DRODAxmYPW9M93IK4ryuqRejFfmlvlVDemw=="],
+    "@shikijs/types": ["@shikijs/types@4.3.0", "", { "dependencies": { "@shikijs/vscode-textmate": "^10.0.2", "@types/hast": "^3.0.4" } }, "sha512-oc8b9U2SYvofKZk8e/737nIX0qwf6eV2vHFATeObAu7r+mUVpLs8Re0BmVkIjAWAYgkmG/CzLNo7rzuBzRu/wQ=="],
 
     "@shikijs/vscode-textmate": ["@shikijs/vscode-textmate@10.0.2", "", {}, "sha512-83yeghZ2xxin3Nj8z1NMd/NCuca+gsYXswywDy5bHvwlWL8tpTQmzGeUuHd9FC3E/SBEMvzJRwWEOz5gGes9Qg=="],
 
@@ -731,7 +731,7 @@
 
     "sharp": ["sharp@0.34.5", "", { "dependencies": { "@img/colour": "^1.0.0", "detect-libc": "^2.1.2", "semver": "^7.7.3" }, "optionalDependencies": { "@img/sharp-darwin-arm64": "0.34.5", "@img/sharp-darwin-x64": "0.34.5", "@img/sharp-libvips-darwin-arm64": "1.2.4", "@img/sharp-libvips-darwin-x64": "1.2.4", "@img/sharp-libvips-linux-arm": "1.2.4", "@img/sharp-libvips-linux-arm64": "1.2.4", "@img/sharp-libvips-linux-ppc64": "1.2.4", "@img/sharp-libvips-linux-riscv64": "1.2.4", "@img/sharp-libvips-linux-s390x": "1.2.4", "@img/sharp-libvips-linux-x64": "1.2.4", "@img/sharp-libvips-linuxmusl-arm64": "1.2.4", "@img/sharp-libvips-linuxmusl-x64": "1.2.4", "@img/sharp-linux-arm": "0.34.5", "@img/sharp-linux-arm64": "0.34.5", "@img/sharp-linux-ppc64": "0.34.5", "@img/sharp-linux-riscv64": "0.34.5", "@img/sharp-linux-s390x": "0.34.5", "@img/sharp-linux-x64": "0.34.5", "@img/sharp-linuxmusl-arm64": "0.34.5", "@img/sharp-linuxmusl-x64": "0.34.5", "@img/sharp-wasm32": "0.34.5", "@img/sharp-win32-arm64": "0.34.5", "@img/sharp-win32-ia32": "0.34.5", "@img/sharp-win32-x64": "0.34.5" } }, "sha512-Ou9I5Ft9WNcCbXrU9cMgPBcCK8LiwLqcbywW3t4oDV37n1pzpuNLsYiAV8eODnjbtQlSDwZ2cUEeQz4E54Hltg=="],
 
-    "shiki": ["shiki@4.2.0", "", { "dependencies": { "@shikijs/core": "4.2.0", "@shikijs/engine-javascript": "4.2.0", "@shikijs/engine-oniguruma": "4.2.0", "@shikijs/langs": "4.2.0", "@shikijs/themes": "4.2.0", "@shikijs/types": "4.2.0", "@shikijs/vscode-textmate": "^10.0.2", "@types/hast": "^3.0.4" } }, "sha512-hjNax6o/ylDy9lefQEaSDtzaT3iVNtZ3WmpQnbuQNoG4xvnSKf2kSKbihZVO4JRG1TTMejs7CmNRYlWgAL66pQ=="],
+    "shiki": ["shiki@4.3.0", "", { "dependencies": { "@shikijs/core": "4.3.0", "@shikijs/engine-javascript": "4.3.0", "@shikijs/engine-oniguruma": "4.3.0", "@shikijs/langs": "4.3.0", "@shikijs/themes": "4.3.0", "@shikijs/types": "4.3.0", "@shikijs/vscode-textmate": "^10.0.2", "@types/hast": "^3.0.4" } }, "sha512-NKKjWzR6LIGL3sXBrWDw9sDS9cxx42/DkysaNqJEeOWE8Kix5gpak0bc00OfDVEO4oyXSyz8+aRaqKoBD1yo7A=="],
 
     "siginfo": ["siginfo@2.0.0", "", {}, "sha512-ybx0WO1/8bSBLEWXZvEd7gMW3Sn3JFlW3TvX1nREbDLRNQNaeNN8WK0meBwPdAaOI7TtRRRJn/Es1zhrrCHu7g=="],
 
diff --git a/frontends/web/package.json b/frontends/web/package.json
index 16638526..70101eed 100644
--- a/frontends/web/package.json
+++ b/frontends/web/package.json
@@ -26,7 +26,7 @@
     "react-dom": "19.2.7",
     "react-markdown": "^10.1.0",
     "remark-gfm": "^4.0.1",
-    "shiki": "^4.2.0",
+    "shiki": "^4.3.0",
     "swr": "^2.4.1",
     "zod": "^4.4.3"
   },