feat(config): add AI analysis tuning parameters and update related logic

.env.example

@@ -36,11 +36,7 @@ LOG_LEVEL=info
 NODE_ENV=development
 
 # Moderation Configuration
-# TEXT_GUILD_ID falls back to legacy MONITOR_GUILD_ID when omitted.
+TELE_UPLOAD_URL=https://upload.asepharyana.tech/api/upload
-MONITOR_GUILD_ID=legacy_text_guild_id
-TEXT_GUILD_ID=text_guild_id
-TEXT_CHANNEL_ID=text_channel_id
-PICSER_UPLOAD_URL=https://picser.asepharyana.tech/api/upload
 ATTACHMENT_UPLOAD_TIMEOUT_MS=30000
 ATTACHMENT_MAX_SIZE_MB=100
 ATTACHMENT_RETRY_ATTEMPTS=3

frontend/postcss.config.js

@@ -1,6 +1,5 @@
 export default {
   plugins: {
-    tailwindcss: {},
+    "@tailwindcss/postcss": {},
-    autoprefixer: {},
   },
 };

frontend/src/styles.css

@@ -1,6 +1,5 @@
-@tailwind base;
+@import "tailwindcss";
-@tailwind components;
+@config "../tailwind.config.js";
-@tailwind utilities;
 
 @layer base {
   :root {
@@ -25,11 +24,14 @@
   }
 
   * {
-    @apply border-border;
+    border-color: hsl(var(--border));
   }
 
   body {
-    @apply bg-background text-foreground antialiased;
+    background-color: hsl(var(--background));
+    color: hsl(var(--foreground));
+    -webkit-font-smoothing: antialiased;
+    -moz-osx-font-smoothing: grayscale;
     font-family: Inter, ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
   }
 

package.json

@@ -55,6 +55,7 @@
   },
   "devDependencies": {
     "@biomejs/biome": "latest",
+    "@tailwindcss/postcss": "^4.3.0",
     "@types/better-sqlite3": "^7.6.13",
     "@types/express": "^5.0.6",
     "@types/node": "^25.9.0",

pnpm-lock.yaml

@@ -31,7 +31,7 @@ importers:
         version: 8.20.0
       '@vitejs/plugin-react':
         specifier: ^6.0.2
-        version: 6.0.2(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0))
+        version: 6.0.2(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0))
       better-sqlite3:
         specifier: ^12.10.0
         version: 12.10.0
@@ -85,7 +85,7 @@ importers:
         version: 3.6.0
       vite:
         specifier: ^8.0.13
-        version: 8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0)
+        version: 8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0)
       winston:
         specifier: ^3.19.0
         version: 3.19.0
@@ -99,6 +99,9 @@ importers:
       '@biomejs/biome':
         specifier: latest
         version: 2.4.15
+      '@tailwindcss/postcss':
+        specifier: ^4.3.0
+        version: 4.3.0
       '@types/better-sqlite3':
         specifier: ^7.6.13
         version: 7.6.13
@@ -134,7 +137,7 @@ importers:
         version: 4.22.2
       vitest:
         specifier: latest
-        version: 4.1.6(@opentelemetry/api@1.9.1)(@types/node@25.9.0)(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0))
+        version: 4.1.6(@opentelemetry/api@1.9.1)(@types/node@25.9.0)(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0))
 
   vendor/discord-video-stream:
     dependencies:
@@ -269,6 +272,10 @@ packages:
   '@actions/io@1.1.3':
     resolution: {integrity: sha512-wi9JjgKLYS7U/z8PPbco+PvTb/nRWjeoFlJ1Qer83k/3C5PHQi28hiVdeE2kHXmIL99mQFawx8qt/JPjZilJ8Q==}
 
+  '@alloc/quick-lru@5.2.0':
+    resolution: {integrity: sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==}
+    engines: {node: '>=10'}
+
   '@babel/code-frame@7.29.0':
     resolution: {integrity: sha512-9NhCeYjq9+3uxgdtp20LSiJXJvN0FeCtNGpJxuMFZ1Kv3cWUNb6DOhJwUvcVCzKGR66cw4njwM6hrJLqgOwbcw==}
     engines: {node: '>=6.9.0'}
@@ -1073,9 +1080,22 @@ packages:
     resolution: {integrity: sha512-mo5j5X+jIZmJQveBKeS/clAueipV7KgiX1vMgCxam1RNYiqE1w62n0/tJJnHtjW8ZHcQco5gY85jA3mi0L+nSA==}
     engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
 
+  '@jridgewell/gen-mapping@0.3.13':
+    resolution: {integrity: sha512-2kkt/7niJ6MgEPxF0bYdQ6etZaA+fQvDcLKckhy1yIQOzaoKjBBjSj63/aLVjYE3qhRt5dvM+uUyfCg6UKCBbA==}
+
+  '@jridgewell/remapping@2.3.5':
+    resolution: {integrity: sha512-LI9u/+laYG4Ds1TDKSJW2YPrIlcVYOwi2fUC6xB43lueCjgxV4lffOCZCtYFiH6TNOX+tQKXx97T4IKHbhyHEQ==}
+
+  '@jridgewell/resolve-uri@3.1.2':
+    resolution: {integrity: sha512-bRISgCIjP20/tbWSPWMEi54QVPRZExkuD9lJL+UIxUKtwVJA8wW1Trb1jMs1RFXo1CBTNZ/5hpC9QvmKWdopKw==}
+    engines: {node: '>=6.0.0'}
+
   '@jridgewell/sourcemap-codec@1.5.5':
     resolution: {integrity: sha512-cYQ9310grqxueWbl+WuIUIaiUaDcj7WOq5fVhEljNVgRfOUhY9fy2zTvfoqWsnebh8Sl70VScFbICvJnLKB0Og==}
 
+  '@jridgewell/trace-mapping@0.3.31':
+    resolution: {integrity: sha512-zzNR+SdQSDJzc8joaeP8QQoCQr8NuYx2dIIytl1QeBEZHJ9uW6hebsrYgbz8hJwUQao3TWCMtmfV8Nu1twOLAw==}
+
   '@jsdevtools/ez-spawn@3.0.4':
     resolution: {integrity: sha512-f5DRIOZf7wxogefH03RjMPMdBF7ADTWUMoOs9kaJo06EfwF+aFhMZMDZxHg/Xe12hptN9xoZjGso2fdjapBRIA==}
     engines: {node: '>=10'}
@@ -1676,6 +1696,98 @@ packages:
   '@standard-schema/spec@1.1.0':
     resolution: {integrity: sha512-l2aFy5jALhniG5HgqrD6jXLi/rUWrKvqN/qJx6yoJsgKhblVd+iqqU4RCXavm/jPityDo5TCvKMnpjKnOriy0w==}
 
+  '@tailwindcss/node@4.3.0':
+    resolution: {integrity: sha512-aFb4gUhFOgdh9AXo4IzBEOzBkkAxm9VigwDJnMIYv3lcfXCJVesNfbEaBl4BNgVRyid92AmdviqwBUBRKSeY3g==}
+
+  '@tailwindcss/oxide-android-arm64@4.3.0':
+    resolution: {integrity: sha512-TJPiq67tKlLuObP6RkwvVGDoxCMBVtDgKkLfa/uyj7/FyxvQwHS+UOnVrXXgbEsfUaMgiVvC4KbJnRr26ho4Ng==}
+    engines: {node: '>= 20'}
+    cpu: [arm64]
+    os: [android]
+
+  '@tailwindcss/oxide-darwin-arm64@4.3.0':
+    resolution: {integrity: sha512-oMN/WZRb+SO37BmUElEgeEWuU8E/HXRkiODxJxLe1UTHVXLrdVSgfaJV7pSlhRGMSOiXLuxTIjfsF3wYvz8cgQ==}
+    engines: {node: '>= 20'}
+    cpu: [arm64]
+    os: [darwin]
+
+  '@tailwindcss/oxide-darwin-x64@4.3.0':
+    resolution: {integrity: sha512-N6CUmu4a6bKVADfw77p+iw6Yd9Q3OBhe0veaDX+QazfuVYlQsHfDgxBrsjQ/IW+zywL8mTrNd0SdJT/zgtvMdA==}
+    engines: {node: '>= 20'}
+    cpu: [x64]
+    os: [darwin]
+
+  '@tailwindcss/oxide-freebsd-x64@4.3.0':
+    resolution: {integrity: sha512-zDL5hBkQdH5C6MpqbK3gQAgP80tsMwSI26vjOzjJtNCMUo0lFgOItzHKBIupOZNQxt3ouPH7RPhvNhiTfCe5CQ==}
+    engines: {node: '>= 20'}
+    cpu: [x64]
+    os: [freebsd]
+
+  '@tailwindcss/oxide-linux-arm-gnueabihf@4.3.0':
+    resolution: {integrity: sha512-R06HdNi7A7OEoMsf6d4tjZ71RCWnZQPHj2mnotSFURjNLdBC+cIgXQ7l81CqeoiQftjf6OOblxXMInMgN2VzMA==}
+    engines: {node: '>= 20'}
+    cpu: [arm]
+    os: [linux]
+
+  '@tailwindcss/oxide-linux-arm64-gnu@4.3.0':
+    resolution: {integrity: sha512-qTJHELX8jetjhRQHCLilkVLmybpzNQAtaI/gaoVoidn/ufbNDbAo8KlK2J+yPoc8wQxvDxCmh/5lr8nC1+lTbg==}
+    engines: {node: '>= 20'}
+    cpu: [arm64]
+    os: [linux]
+    libc: [glibc]
+
+  '@tailwindcss/oxide-linux-arm64-musl@4.3.0':
+    resolution: {integrity: sha512-Z6sukiQsngnWO+l39X4pPbiWT81IC+PLKF+PHxIlyZbGNb9MODfYlXEVlFvej5BOZInWX01kVyzeLvHsXhfczQ==}
+    engines: {node: '>= 20'}
+    cpu: [arm64]
+    os: [linux]
+    libc: [musl]
+
+  '@tailwindcss/oxide-linux-x64-gnu@4.3.0':
+    resolution: {integrity: sha512-DRNdQRpSGzRGfARVuVkxvM8Q12nh19l4BF/G7zGA1oe+9wcC6saFBHTISrpIcKzhiXtSrlSrluCfvMuledoCTQ==}
+    engines: {node: '>= 20'}
+    cpu: [x64]
+    os: [linux]
+    libc: [glibc]
+
+  '@tailwindcss/oxide-linux-x64-musl@4.3.0':
+    resolution: {integrity: sha512-Z0IADbDo8bh6I7h2IQMx601AdXBLfFpEdUotft86evd/8ZPflZe9COPO8Q1vw+pfLWIUo9zN/JGZvwuAJqduqg==}
+    engines: {node: '>= 20'}
+    cpu: [x64]
+    os: [linux]
+    libc: [musl]
+
+  '@tailwindcss/oxide-wasm32-wasi@4.3.0':
+    resolution: {integrity: sha512-HNZGOUxEmElksYR7S6sC5jTeNGpobAsy9u7Gu0AskJ8/20FR9GqebUyB+HBcU/ax6BHuiuJi+Oda4B+YX6H1yA==}
+    engines: {node: '>=14.0.0'}
+    cpu: [wasm32]
+    bundledDependencies:
+      - '@napi-rs/wasm-runtime'
+      - '@emnapi/core'
+      - '@emnapi/runtime'
+      - '@tybys/wasm-util'
+      - '@emnapi/wasi-threads'
+      - tslib
+
+  '@tailwindcss/oxide-win32-arm64-msvc@4.3.0':
+    resolution: {integrity: sha512-Pe+RPVTi1T+qymuuRpcdvwSVZjnll/f7n8gBxMMh3xLTctMDKqpdfGimbMyioqtLhUYZxdJ9wGNhV7MKHvgZsQ==}
+    engines: {node: '>= 20'}
+    cpu: [arm64]
+    os: [win32]
+
+  '@tailwindcss/oxide-win32-x64-msvc@4.3.0':
+    resolution: {integrity: sha512-Mvrf2kXW/yeW/OTezZlCGOirXRcUuLIBx/5Y12BaPM7wJoryG6dfS/NJL8aBPqtTEx/Vm4T4vKzFUcKDT+TKUA==}
+    engines: {node: '>= 20'}
+    cpu: [x64]
+    os: [win32]
+
+  '@tailwindcss/oxide@4.3.0':
+    resolution: {integrity: sha512-F7HZGBeN9I0/AuuJS5PwcD8xayx5ri5GhjYUDBEVYUkexyA/giwbDNjRVrxSezE3T250OU2K/wp/ltWx3UOefg==}
+    engines: {node: '>= 20'}
+
+  '@tailwindcss/postcss@4.3.0':
+    resolution: {integrity: sha512-Jm05Tjx+9yCLGv5qw1c+84Psds8MnyrEQYCB+FFk2lgGiUjlRqdxke4mVTuYrj2xnVZqKim2Apr5ySuQRYAw/w==}
+
   '@tsd/typescript@5.9.3':
     resolution: {integrity: sha512-JSSdNiS0wgd8GHhBwnMAI18Y8XPhLVN+dNelPfZCXFhy9Lb3NbnFyp9JKxxr54jSUkEJPk3cidvCoHducSaRMQ==}
     engines: {node: '>=14.17'}
@@ -2399,6 +2511,10 @@ packages:
   end-of-stream@1.4.5:
     resolution: {integrity: sha512-ooEGc6HP26xXq/N+GCGOT0JKCLDGrq2bQUZrQ7gyrJiZANJ/8YDTxTpQBXGMn+WbIQXNVpyWymm7KYVICQnyOg==}
 
+  enhanced-resolve@5.21.5:
+    resolution: {integrity: sha512-mLCNbrQli11K1ySUmuNt4ZUB3OpGIDq4q2vTBTf5cL2lpsRjI9QKqSD0ndjW8FyvcW/Jj46gMe9syyHAsvMa/A==}
+    engines: {node: '>=10.13.0'}
+
   entities@2.1.0:
     resolution: {integrity: sha512-hCx1oky9PFrJ611mf0ifBLBRW8lUUVRlFolb5gWRfIELabBlbp9xZvrqZLZAs+NxFnbfQoeGd8wDkygjg7U85w==}
 
@@ -2928,6 +3044,10 @@ packages:
     resolution: {integrity: sha512-zrteXnqYxfQh7l5FHyL38jL39di8H8rHoecLH3JNxH3BwOrBsNeabdap5e0I23lD4HHI8W5VFBZqG4Eaq5LNcw==}
     engines: {node: ^14.15.0 || ^16.10.0 || >=18.0.0}
 
+  jiti@2.7.0:
+    resolution: {integrity: sha512-AC/7JofJvZGrrneWNaEnJeOLUx+JlGt7tNa0wZiRPT4MY1wmfKjt2+6O2p2uz2+skll8OZZmJMNqeke7kKbNgQ==}
+    hasBin: true
+
   js-tokens@4.0.0:
     resolution: {integrity: sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==}
 
@@ -3995,6 +4115,10 @@ packages:
   tailwindcss@4.3.0:
     resolution: {integrity: sha512-y6nxMGB1nMW9R6k96e5gdIFzcfL/gTJRNaqGes1YvkLnPVXzWgbqFF2yLC0T8G774n24cx3Pe8XrKoniCOAH+Q==}
 
+  tapable@2.3.3:
+    resolution: {integrity: sha512-uxc/zpqFg6x7C8vOE7lh6Lbda8eEL9zmVm/PLeTPBRhh1xCgdWaQ+J1CUieGpIfm2HdtsUpRv+HshiasBMcc6A==}
+    engines: {node: '>=6'}
+
   tar-fs@2.1.4:
     resolution: {integrity: sha512-mDAjwmZdh7LTT6pNleZ05Yt65HC3E+NiQzl672vQG38jIrehtJk/J3mNwIg+vShQPcLF/LV7CMnDW6vjj6sfYQ==}
 
@@ -4517,6 +4641,8 @@ snapshots:
 
   '@actions/io@1.1.3': {}
 
+  '@alloc/quick-lru@5.2.0': {}
+
   '@babel/code-frame@7.29.0':
     dependencies:
       '@babel/helper-validator-identifier': 7.28.5
@@ -5023,8 +5149,25 @@ snapshots:
     dependencies:
       '@sinclair/typebox': 0.27.10
 
+  '@jridgewell/gen-mapping@0.3.13':
+    dependencies:
+      '@jridgewell/sourcemap-codec': 1.5.5
+      '@jridgewell/trace-mapping': 0.3.31
+
+  '@jridgewell/remapping@2.3.5':
+    dependencies:
+      '@jridgewell/gen-mapping': 0.3.13
+      '@jridgewell/trace-mapping': 0.3.31
+
+  '@jridgewell/resolve-uri@3.1.2': {}
+
   '@jridgewell/sourcemap-codec@1.5.5': {}
 
+  '@jridgewell/trace-mapping@0.3.31':
+    dependencies:
+      '@jridgewell/resolve-uri': 3.1.2
+      '@jridgewell/sourcemap-codec': 1.5.5
+
   '@jsdevtools/ez-spawn@3.0.4':
     dependencies:
       call-me-maybe: 1.0.2
@@ -5578,6 +5721,75 @@ snapshots:
 
   '@standard-schema/spec@1.1.0': {}
 
+  '@tailwindcss/node@4.3.0':
+    dependencies:
+      '@jridgewell/remapping': 2.3.5
+      enhanced-resolve: 5.21.5
+      jiti: 2.7.0
+      lightningcss: 1.32.0
+      magic-string: 0.30.21
+      source-map-js: 1.2.1
+      tailwindcss: 4.3.0
+
+  '@tailwindcss/oxide-android-arm64@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-darwin-arm64@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-darwin-x64@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-freebsd-x64@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-linux-arm-gnueabihf@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-linux-arm64-gnu@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-linux-arm64-musl@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-linux-x64-gnu@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-linux-x64-musl@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-wasm32-wasi@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-win32-arm64-msvc@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide-win32-x64-msvc@4.3.0':
+    optional: true
+
+  '@tailwindcss/oxide@4.3.0':
+    optionalDependencies:
+      '@tailwindcss/oxide-android-arm64': 4.3.0
+      '@tailwindcss/oxide-darwin-arm64': 4.3.0
+      '@tailwindcss/oxide-darwin-x64': 4.3.0
+      '@tailwindcss/oxide-freebsd-x64': 4.3.0
+      '@tailwindcss/oxide-linux-arm-gnueabihf': 4.3.0
+      '@tailwindcss/oxide-linux-arm64-gnu': 4.3.0
+      '@tailwindcss/oxide-linux-arm64-musl': 4.3.0
+      '@tailwindcss/oxide-linux-x64-gnu': 4.3.0
+      '@tailwindcss/oxide-linux-x64-musl': 4.3.0
+      '@tailwindcss/oxide-wasm32-wasi': 4.3.0
+      '@tailwindcss/oxide-win32-arm64-msvc': 4.3.0
+      '@tailwindcss/oxide-win32-x64-msvc': 4.3.0
+
+  '@tailwindcss/postcss@4.3.0':
+    dependencies:
+      '@alloc/quick-lru': 5.2.0
+      '@tailwindcss/node': 4.3.0
+      '@tailwindcss/oxide': 4.3.0
+      postcss: 8.5.14
+      tailwindcss: 4.3.0
+
   '@tsd/typescript@5.9.3': {}
 
   '@tybys/wasm-util@0.10.2':
@@ -5693,10 +5905,10 @@ snapshots:
     dependencies:
       '@types/node': 25.8.0
 
-  '@vitejs/plugin-react@6.0.2(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0))':
+  '@vitejs/plugin-react@6.0.2(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0))':
     dependencies:
       '@rolldown/pluginutils': 1.0.1
-      vite: 8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0)
+      vite: 8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0)
 
   '@vitest/expect@4.1.6':
     dependencies:
@@ -5707,13 +5919,13 @@ snapshots:
       chai: 6.2.2
       tinyrainbow: 3.1.0
 
-  '@vitest/mocker@4.1.6(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0))':
+  '@vitest/mocker@4.1.6(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0))':
     dependencies:
       '@vitest/spy': 4.1.6
       estree-walker: 3.0.3
       magic-string: 0.30.21
     optionalDependencies:
-      vite: 8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0)
+      vite: 8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0)
 
   '@vitest/pretty-format@4.1.6':
     dependencies:
@@ -6217,6 +6429,11 @@ snapshots:
     dependencies:
       once: 1.4.0
 
+  enhanced-resolve@5.21.5:
+    dependencies:
+      graceful-fs: 4.2.11
+      tapable: 2.3.3
+
   entities@2.1.0: {}
 
   error-ex@1.3.4:
@@ -6848,6 +7065,8 @@ snapshots:
 
   jest-get-type@29.6.3: {}
 
+  jiti@2.7.0: {}
+
   js-tokens@4.0.0: {}
 
   js-yaml@3.14.2:
@@ -7950,6 +8169,8 @@ snapshots:
 
   tailwindcss@4.3.0: {}
 
+  tapable@2.3.3: {}
+
   tar-fs@2.1.4:
     dependencies:
       chownr: 1.1.4
@@ -8173,7 +8394,7 @@ snapshots:
 
   vary@1.1.2: {}
 
-  vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0):
+  vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0):
     dependencies:
       lightningcss: 1.32.0
       picomatch: 4.0.4
@@ -8184,13 +8405,14 @@ snapshots:
       '@types/node': 25.9.0
       esbuild: 0.28.0
       fsevents: 2.3.3
+      jiti: 2.7.0
       tsx: 4.22.2
       yaml: 2.9.0
 
-  vitest@4.1.6(@opentelemetry/api@1.9.1)(@types/node@25.9.0)(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0)):
+  vitest@4.1.6(@opentelemetry/api@1.9.1)(@types/node@25.9.0)(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0)):
     dependencies:
       '@vitest/expect': 4.1.6
-      '@vitest/mocker': 4.1.6(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0))
+      '@vitest/mocker': 4.1.6(vite@8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0))
       '@vitest/pretty-format': 4.1.6
       '@vitest/runner': 4.1.6
       '@vitest/snapshot': 4.1.6
@@ -8207,7 +8429,7 @@ snapshots:
       tinyexec: 1.1.2
       tinyglobby: 0.2.16
       tinyrainbow: 3.1.0
-      vite: 8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(tsx@4.22.2)(yaml@2.9.0)
+      vite: 8.0.13(@types/node@25.9.0)(esbuild@0.28.0)(jiti@2.7.0)(tsx@4.22.2)(yaml@2.9.0)
       why-is-node-running: 2.3.0
     optionalDependencies:
       '@opentelemetry/api': 1.9.1

postcss.config.js

@@ -1,5 +1,5 @@
 export default {
   plugins: {
-    autoprefixer: {},
+    "@tailwindcss/postcss": {},
   },
 };

src/config.ts

@@ -37,10 +37,10 @@ const configSchema = z
       .enum(["development", "production", "test"])
       .default("development"),
     MONITOR_GUILD_ID: z.string().min(1).optional(),
-    PICSER_UPLOAD_URL: z
+    TELE_UPLOAD_URL: z
       .string()
       .url()
-      .default("https://picser.asepharyana.tech/api/upload"),
+      .default("https://upload.asepharyana.tech/api/upload"),
     ATTACHMENT_UPLOAD_TIMEOUT_MS: z.coerce.number().positive().default(30000),
     ATTACHMENT_MAX_SIZE_MB: z.coerce.number().positive().default(100),
     ATTACHMENT_RETRY_ATTEMPTS: z.coerce.number().positive().default(3),
@@ -69,6 +69,19 @@ const configSchema = z
       .default("https://9router.asepharyana.tech/v1"),
     AI_LLM_MODEL: z.string().default("free"),
     AI_ANALYSIS_TIMEOUT_MS: z.coerce.number().positive().default(30000),
+    AI_ANALYSIS_DEBOUNCE_MS: z.coerce.number().positive().default(500),
+    AI_ANALYSIS_RECOVERY_INTERVAL_MS: z.coerce
+      .number()
+      .positive()
+      .default(15000),
+    AI_ANALYSIS_ERROR_COOLDOWN_MS: z.coerce.number().positive().default(30000),
+    AI_ANALYSIS_MAX_BATCH_SIZE: z.coerce.number().int().positive().default(25),
+    AI_ANALYSIS_MAX_CONTEXT_TOKENS: z.coerce.number().positive().default(8000),
+    AI_ANALYSIS_CONTEXT_MESSAGE_LIMIT: z.coerce
+      .number()
+      .int()
+      .positive()
+      .default(20),
     DATABASE_TYPE: z.enum(["sqlite", "postgres"]).default("sqlite"),
     DATABASE_URL: z.string().optional(),
     POSTGRES_HOST: z.string().default("localhost"),

src/moderation/aiAnalysisWorker.ts

@@ -1,4 +1,5 @@
 import { parentPort } from "node:worker_threads";
+import { config } from "../config.ts";
 import { initializeDatabase } from "../database/drizzle.ts";
 import { buildConversationPromptMessages } from "./conversationContext.ts";
 import { runModerationAnalysis } from "./llmModerationClient.ts";
@@ -9,8 +10,6 @@ import {
 } from "./messageStore.ts";
 import type { MessageRecord } from "./types";
 
-const MAX_CONTEXT_TOKENS = 8000;
-
 let dbInitialized = false;
 
 interface AnalysisWorkerRequest {
@@ -58,13 +57,13 @@ async function processAnalysisRequest({
       channelId: firstMessage.channel_id,
       threadId: firstMessage.thread_id,
       beforeCreatedAt: firstMessage.created_at,
-      limit: 20,
+      limit: config.AI_ANALYSIS_CONTEXT_MESSAGE_LIMIT,
     });
 
     const promptMessages = buildConversationPromptMessages({
       contextBefore,
       targets: messages,
-      maxTokens: MAX_CONTEXT_TOKENS,
+      maxTokens: config.AI_ANALYSIS_MAX_CONTEXT_TOKENS,
     });
 
     const targetIds = messages.map((m) => m.id);

src/moderation/aiAnalyzer.ts

@@ -31,10 +31,6 @@ const conversationErrorCooldown = new Map<string, number>();
 
 let activeRequests = 0;
 let lastError: string | null = null;
-const DEBOUNCE_MS = 1500;
-const RECOVERY_INTERVAL_MS = 15000;
-const ERROR_COOLDOWN_MS = 30000;
-const MAX_BATCH_SIZE = 25;
 
 interface AnalysisWorkerResponse {
   ok: boolean;
@@ -98,7 +94,7 @@ async function processBatch(
       lastError = result.error ?? "Analysis worker failed";
       conversationErrorCooldown.set(
         conversationKey,
-        Date.now() + ERROR_COOLDOWN_MS,
+        Date.now() + config.AI_ANALYSIS_ERROR_COOLDOWN_MS,
       );
       logger.error(
         {
@@ -106,7 +102,9 @@ async function processBatch(
           error: lastError,
           messageCount: messages.length,
           messageIds: messages.map((m) => m.id),
-          cooldownUntil: new Date(Date.now() + ERROR_COOLDOWN_MS).toISOString(),
+          cooldownUntil: new Date(
+            Date.now() + config.AI_ANALYSIS_ERROR_COOLDOWN_MS,
+          ).toISOString(),
           timestamp: new Date().toISOString(),
         },
         "Batch analysis failed, will retry after cooldown",
@@ -120,7 +118,7 @@ async function processBatch(
     const errorStack = error instanceof Error ? error.stack : undefined;
     conversationErrorCooldown.set(
       conversationKey,
-      Date.now() + ERROR_COOLDOWN_MS,
+      Date.now() + config.AI_ANALYSIS_ERROR_COOLDOWN_MS,
     );
     logger.error(
       {
@@ -129,7 +127,9 @@ async function processBatch(
         stack: errorStack,
         messageCount: messages.length,
         messageIds: messages.map((m) => m.id),
-        cooldownUntil: new Date(Date.now() + ERROR_COOLDOWN_MS).toISOString(),
+        cooldownUntil: new Date(
+          Date.now() + config.AI_ANALYSIS_ERROR_COOLDOWN_MS,
+        ).toISOString(),
         timestamp: new Date().toISOString(),
       },
       "Analysis worker failed, will retry after cooldown",
@@ -188,7 +188,7 @@ function scheduleConversationAnalysis(conversationKey: string): void {
   }
 
   // Always use shorter debounce for immediate processing (no concurrency limit)
-  const debounceTime = Math.min(DEBOUNCE_MS, 500);
+  const debounceTime = config.AI_ANALYSIS_DEBOUNCE_MS;
 
   // Set new debounced timer
   const timer = setTimeout(async () => {
@@ -197,7 +197,7 @@ function scheduleConversationAnalysis(conversationKey: string): void {
     // Get pending messages for this conversation
     const messages = await getPendingMessagesByConversation(
       conversationKey,
-      MAX_BATCH_SIZE,
+      config.AI_ANALYSIS_MAX_BATCH_SIZE,
     );
 
     if (messages.length > 0) {
@@ -290,5 +290,5 @@ export function startPendingAIAnalysisWorker(): void {
     } catch (error) {
       logger.error({ error }, "Pending AI analysis recovery worker failed");
     }
-  }, RECOVERY_INTERVAL_MS);
+  }, config.AI_ANALYSIS_RECOVERY_INTERVAL_MS);
 }

src/moderation/attachmentUploader.ts

@@ -1,6 +1,6 @@
 import { config } from "../config";
 import { createChildLogger } from "../logger";
-import { retryWithBackoff } from "../retry";
+import { uploadToTele } from "../uploader/teleUpload";
 import {
   updateAttachmentAsFailedUpload,
   updateAttachmentAsUploaded,
@@ -8,83 +8,26 @@ import {
 
 const logger = createChildLogger("attachment-uploader");
 
-const ATTACHMENT_UPLOAD_RETRY_OPTIONS = {
-  retries: config.ATTACHMENT_RETRY_ATTEMPTS,
-  minTimeout: 1000,
-  maxTimeout: 5000,
-  logger,
-} as const;
-
 function toErrorMessage(error: unknown): string {
   return error instanceof Error ? error.message : String(error);
 }
 
-export interface PicserUploadResponse {
+export async function uploadAttachmentToTele(
-  success: boolean;
-  filename: string;
-  urls: {
-    raw_commit?: string;
-    [key: string]: string | undefined;
-  };
-  size: number;
-  type: string;
-}
-
-export interface ParsedUploadResponse {
-  success: boolean;
-  url: string;
-  filename: string;
-  size: number;
-  type: string;
-}
-
-export function parseUploadResponse(
-  response: PicserUploadResponse,
-): ParsedUploadResponse {
-  if (!response.success) {
-    throw new Error("Upload failed: success=false");
-  }
-
-  const rawCommitUrl = response.urls.raw_commit;
-  if (!rawCommitUrl) {
-    throw new Error("Upload response missing raw_commit URL");
-  }
-
-  return {
-    success: true,
-    url: rawCommitUrl,
-    filename: response.filename,
-    size: response.size,
-    type: response.type,
-  };
-}
-
-export async function uploadAttachmentToPicser(
   fileBuffer: Buffer,
   filename: string,
-): Promise<ParsedUploadResponse> {
+): Promise<string> {
-  const formData = new FormData();
-  const blob = new Blob([new Uint8Array(fileBuffer)], {
-    type: "application/octet-stream",
-  });
-  formData.append("file", blob, filename);
-
   try {
-    const response = await retryWithBackoff(async () => {
+    const result = await uploadToTele({
-      const res = await fetch(config.PICSER_UPLOAD_URL, {
+      buffer: fileBuffer,
-        method: "POST",
+      filename,
-        body: formData,
+      contentType: "application/octet-stream",
-        signal: AbortSignal.timeout(config.ATTACHMENT_UPLOAD_TIMEOUT_MS),
+      uploadUrl: config.TELE_UPLOAD_URL,
-      });
+      timeoutMs: config.ATTACHMENT_UPLOAD_TIMEOUT_MS,
+      retries: config.ATTACHMENT_RETRY_ATTEMPTS,
+      logger,
+    });
 
-      if (!res.ok) {
+    return result.url;
-        throw new Error(`Upload failed with status ${res.status}`);
-      }
-
-      return res.json() as Promise<PicserUploadResponse>;
-    }, ATTACHMENT_UPLOAD_RETRY_OPTIONS);
-
-    return parseUploadResponse(response);
   } catch (error) {
     logger.error(
       {
@@ -133,9 +76,9 @@ export async function processAttachmentUpload(
       );
     }
 
-    const result = await uploadAttachmentToPicser(buffer, filename);
+    const uploadedUrl = await uploadAttachmentToTele(buffer, filename);
 
-    await updateAttachmentAsUploaded(attachmentId, result.url, Date.now());
+    await updateAttachmentAsUploaded(attachmentId, uploadedUrl, Date.now());
   } catch (error) {
     const errorMsg = toErrorMessage(error);
     await updateAttachmentAsFailedUpload(attachmentId, errorMsg);

src/moderation/conversationContext.ts

@@ -32,45 +32,39 @@ export function buildConversationPromptMessages(
 ): string[] {
   const { contextBefore, targets, maxTokens } = input;
 
-  // Format all messages
   const formatMessage = (msg: MessageRecord, label: string): string => {
     const content = msg.edited_content ?? msg.content;
     const timestamp = formatTimestamp(msg.created_at);
     return `[${label}] id=${msg.id} time=${timestamp} user=${msg.username}: ${content}`;
   };
 
-  const targetLines = targets.map((msg) => formatMessage(msg, "target"));
+  const targetEntries = targets.map((msg) => ({
-  const contextLines = contextBefore.map((msg) =>
+    msg,
-    formatMessage(msg, "context"),
+    label: "target" as const,
-  );
+    line: formatMessage(msg, "target"),
+  }));
 
-  // Calculate tokens for targets (always include)
+  let usedTokens = targetEntries.reduce(
-  let usedTokens = targetLines.reduce(
+    (sum, entry) => sum + estimateTokens(entry.line),
-    (sum, line) => sum + estimateTokens(line),
     0,
   );
 
-  // Add context lines in reverse chronological order (most recent first)
+  const selectedContextEntries: Array<{
-  // until we hit the token budget
+    msg: MessageRecord;
-  const selectedContextLines: string[] = [];
+    label: "context";
-  for (let i = contextLines.length - 1; i >= 0; i--) {
+    line: string;
-    const line = contextLines[i];
+  }> = [];
+  for (let i = contextBefore.length - 1; i >= 0; i--) {
+    const msg = contextBefore[i];
+    const line = formatMessage(msg, "context");
     const lineTokens = estimateTokens(line);
     if (usedTokens + lineTokens <= maxTokens) {
-      selectedContextLines.unshift(line); // prepend to maintain chronological order
+      selectedContextEntries.push({ msg, label: "context", line });
       usedTokens += lineTokens;
     }
   }
 
-  // Combine: context (chronological) + targets (chronological)
+  return [...selectedContextEntries, ...targetEntries]
-  const allMessages = [...selectedContextLines, ...targetLines];
+    .sort((a, b) => a.msg.created_at - b.msg.created_at)
-
+    .map((entry) => entry.line);
-  // Sort by timestamp to ensure chronological order
-  allMessages.sort((a, b) => {
-    const timeA = a.match(/time=([^\s]+)/)?.[1] ?? "";
-    const timeB = b.match(/time=([^\s]+)/)?.[1] ?? "";
-    return timeA.localeCompare(timeB);
-  });
-
-  return allMessages;
 }

src/moderation/llmModerationClient.ts

@@ -17,6 +17,48 @@ interface RawModerationResponse {
   results: RawModerationResult[];
 }
 
+function parseFirstJsonObject(content: string): unknown {
+  for (
+    let start = content.indexOf("{");
+    start !== -1;
+    start = content.indexOf("{", start + 1)
+  ) {
+    let depth = 0;
+    let inString = false;
+    let escaped = false;
+
+    for (let index = start; index < content.length; index++) {
+      const char = content[index];
+
+      if (escaped) {
+        escaped = false;
+        continue;
+      }
+
+      if (char === "\\") {
+        escaped = inString;
+        continue;
+      }
+
+      if (char === '"') {
+        inString = !inString;
+        continue;
+      }
+
+      if (inString) continue;
+
+      if (char === "{") depth++;
+      if (char === "}") depth--;
+
+      if (depth === 0) {
+        return JSON.parse(content.slice(start, index + 1));
+      }
+    }
+  }
+
+  throw new Error("No JSON object found in response body");
+}
+
 /**
  * Helper to extract a JSON object from a potentially conversational or markdown-wrapped string.
  * It first scans for markdown json code blocks, then falls back to trying all start/end brace pairs from largest to smallest.
@@ -321,17 +363,11 @@ export async function runModerationAnalysis(
 
   const targetIds = targets.map((t) => t.id);
 
-  // Build prompt
   const messagesText = targets
     .map((msg) => `[${msg.id}] ${msg.username}: ${msg.content}`)
     .join("\n");
 
-  const prompt = `You are a content moderation assistant. Analyze the following messages for policy violations.
+  const systemPrompt = `You are a content moderation assistant. Analyze messages for policy violations.
-
-Context: ${contextText}
-
-Messages to analyze:
-${messagesText}
 
 For each message, respond with a JSON object containing a "results" array.
 CRITICAL: You MUST return the "message_id" EXACTLY as provided in the input, and it MUST be wrapped in double quotes as a STRING. Do not treat IDs as numbers.
@@ -346,12 +382,21 @@ Each result must have:
 Do not include reasoning, analysis steps, markdown, prose, XML tags, or comments.
 Return ONLY valid JSON, no other text.`;
 
+  const userPrompt = `Context: ${contextText}
+
+Messages to analyze:
+${messagesText}`;
+
   // Check for image attachments to support multimodal analysis
   const targetIdSet = new Set(targets.map((t) => t.id));
+  const getAttachmentImageUrl = (att: AttachmentRecord): string | null => {
+    if (att.uploaded_url) return att.uploaded_url;
+    if (targetIdSet.has(att.message_id)) return att.discord_url;
+    return null;
+  };
   const imageAttachments = (attachments || [])
     .filter(
-      (att) =>
+      (att) => getAttachmentImageUrl(att) && att.type.startsWith("image/"),
-        (att.uploaded_url || att.discord_url) && att.type.startsWith("image/"),
     )
     .sort((a, b) => {
       const aIsTarget = targetIdSet.has(a.message_id) ? 1 : 0;
@@ -367,76 +412,62 @@ Return ONLY valid JSON, no other text.`;
     | string
     | Array<{ type: string; text?: string; image_url?: { url: string } }>;
   if (imageAttachments.length > 0) {
-    const contentParts: Array<{
+    const imageParts = await Promise.all(
-      type: string;
+      imageAttachments.map(async (att) => {
-      text?: string;
+        try {
-      image_url?: { url: string };
+          const urlToUse = getAttachmentImageUrl(att);
-    }> = [];
+          if (!urlToUse) return [];
+          log.info(
+            { attachmentId: att.id, url: urlToUse },
+            "Downloading attachment for base64 encoding",
+          );
+          const res = await fetch(urlToUse);
+          if (!res.ok) {
+            log.warn(
+              { attachmentId: att.id, status: res.status },
+              "Failed to fetch attachment image",
+            );
+            return [];
+          }
 
-    // Download and convert all images to base64 data URLs
-    for (const att of imageAttachments) {
-      try {
-        const urlToUse = att.uploaded_url || att.discord_url;
-        log.info(
-          { attachmentId: att.id, url: urlToUse },
-          "Downloading attachment for base64 encoding",
-        );
-        const res = await fetch(urlToUse);
-        if (res.ok) {
           const buffer = await res.arrayBuffer();
           const base64Str = Buffer.from(buffer).toString("base64");
           const dataUrl = `data:${att.type};base64,${base64Str}`;
 
-          contentParts.push({
+          return [
-            type: "image_url",
+            {
-            image_url: {
+              type: "image_url",
-              url: dataUrl,
+              image_url: {
+                url: dataUrl,
+              },
             },
-          });
+            {
-
+              type: "text",
-          contentParts.push({
+              text: `\n[Image Attachment for Message ID: ${att.message_id}, Filename: ${att.filename}]`,
-            type: "text",
+            },
-            text: `\n[Image Attachment for Message ID: ${att.message_id}, Filename: ${att.filename}]`,
+          ];
-          });
+        } catch (err) {
-        } else {
           log.warn(
-            { attachmentId: att.id, status: res.status },
+            {
-            "Failed to fetch attachment image",
+              attachmentId: att.id,
+              error: err instanceof Error ? err.message : String(err),
+            },
+            "Error base64 encoding attachment",
           );
+          return [];
         }
-      } catch (err) {
+      }),
-        log.warn(
+    );
-          {
-            attachmentId: att.id,
-            error: err instanceof Error ? err.message : String(err),
-          },
-          "Error base64 encoding attachment",
-        );
-      }
-    }
 
-    contentParts.push({
-      type: "text",
-      text: prompt,
-    });
-
-    messageContent = contentParts;
-  } else {
-    // If no image is present, send a transparent 1x1 dummy PNG to satisfy multimodal omni requirements
-    const dummyPng =
-      "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg==";
     messageContent = [
-      {
+      ...imageParts.flat(),
-        type: "image_url",
-        image_url: {
-          url: dummyPng,
-        },
-      },
       {
         type: "text",
-        text: prompt,
+        text: userPrompt,
       },
     ];
+  } else {
+    messageContent = userPrompt;
   }
 
   const result = await retryWithBackoff(
@@ -460,6 +491,10 @@ Return ONLY valid JSON, no other text.`;
             body: JSON.stringify({
               model: config.AI_LLM_MODEL,
               messages: [
+                {
+                  role: "system",
+                  content: systemPrompt,
+                },
                 {
                   role: "user",
                   content: messageContent,
@@ -500,16 +535,10 @@ Return ONLY valid JSON, no other text.`;
           throw new Error("Empty LLM response");
         }
 
-        // Try to parse the body as JSON, with fallback to scanning for an object
         try {
           return JSON.parse(rawBody);
-        } catch (e) {
+        } catch {
-          const start = rawBody.indexOf("{");
+          return parseFirstJsonObject(rawBody);
-          const end = rawBody.lastIndexOf("}");
-          if (start !== -1 && end !== -1 && end > start) {
-            return JSON.parse(rawBody.substring(start, end + 1));
-          }
-          throw e;
         }
       } finally {
         clearTimeout(timeoutId);

src/moderation/messageCapture.ts

@@ -134,7 +134,7 @@ export async function captureMessage(
 
       await insertAttachment(attachmentRecord);
 
-      // Initiate async upload to Picser (non-blocking, fire-and-forget)
+      // Initiate async upload (non-blocking, fire-and-forget)
       if (!isBacklog) {
         processAttachmentUpload(
           attachment.id,

src/recorder/uploader.ts

@@ -1,22 +1,16 @@
 import fs from "node:fs";
 import path from "node:path";
+import { config } from "../config";
 import {
   insertVoiceRecording,
   updateVoiceRecordingAsFailed,
   updateVoiceRecordingAsUploaded,
 } from "../database/voiceRecordingRepo";
 import { createChildLogger } from "../logger";
-import { retryWithBackoff } from "../retry";
+import { uploadToTele } from "../uploader/teleUpload";
 
 const logger = createChildLogger("recording-uploader");
 
-export interface UploadResponse {
-  download_url: string;
-  public_id: string;
-  file_name: string;
-  size_bytes: number;
-}
-
 /**
  * Uploads a recorded segment OGG file to external server and registers in database
  */
@@ -60,40 +54,16 @@ export async function uploadRecordingSegment(input: {
     });
 
     // 2. Perform async upload with retry logic
-    const downloadUrl = await retryWithBackoff(
+    const fileBuffer = fs.readFileSync(oggPath);
-      async () => {
+    const uploadResult = await uploadToTele({
-        const fileBuffer = fs.readFileSync(oggPath);
+      buffer: fileBuffer,
-        const fileBlob = new Blob([fileBuffer], { type: "audio/ogg" });
+      filename: fileName,
-        const formData = new FormData();
+      contentType: "audio/ogg",
-        formData.append("file", fileBlob, fileName);
+      uploadUrl: config.TELE_UPLOAD_URL,
-        formData.append("fileName", fileName);
+      retries: 3,
-
+      logger,
-        const res = await fetch("https://upload.asepharyana.tech/api/upload", {
+    });
-          method: "POST",
+    const downloadUrl = uploadResult.url;
-          headers: {
-            accept: "application/json",
-          },
-          body: formData,
-        });
-
-        if (!res.ok) {
-          throw new Error(`Upload failed: Status ${res.status}`);
-        }
-
-        const data = (await res.json()) as UploadResponse;
-        if (!data.download_url) {
-          throw new Error("Missing download_url in response");
-        }
-
-        return data.download_url;
-      },
-      {
-        retries: 3,
-        minTimeout: 1000,
-        maxTimeout: 5000,
-        logger,
-      },
-    );
 
     // 3. Update DB to uploaded state
     await updateVoiceRecordingAsUploaded(id, downloadUrl, Date.now());

src/uploader/teleUpload.ts

@@ -0,0 +1,85 @@
+import type { CustomLogger } from "../logger";
+import { retryWithBackoff } from "../retry";
+
+export interface TeleUploadResponse {
+  download_url: string;
+  public_id?: string;
+  file_name?: string;
+  size_bytes?: number;
+}
+
+export interface TeleUploadResult {
+  url: string;
+  publicId?: string;
+  filename?: string;
+  sizeBytes?: number;
+}
+
+export function parseTeleUploadResponse(
+  response: TeleUploadResponse,
+): TeleUploadResult {
+  if (!response.download_url) {
+    throw new Error("Missing download_url in response");
+  }
+
+  return {
+    url: response.download_url,
+    publicId: response.public_id,
+    filename: response.file_name,
+    sizeBytes: response.size_bytes,
+  };
+}
+
+export async function uploadToTele(input: {
+  buffer: Buffer;
+  filename: string;
+  contentType: string;
+  uploadUrl: string;
+  timeoutMs?: number;
+  retries: number;
+  logger: CustomLogger;
+}): Promise<TeleUploadResult> {
+  const {
+    buffer,
+    filename,
+    contentType,
+    uploadUrl,
+    timeoutMs,
+    retries,
+    logger,
+  } = input;
+
+  const response = await retryWithBackoff(
+    async () => {
+      const fileBlob = new Blob([new Uint8Array(buffer)], {
+        type: contentType,
+      });
+      const formData = new FormData();
+      formData.append("file", fileBlob, filename);
+      formData.append("fileName", filename);
+
+      const res = await fetch(uploadUrl, {
+        method: "POST",
+        headers: {
+          accept: "application/json",
+        },
+        body: formData,
+        ...(timeoutMs ? { signal: AbortSignal.timeout(timeoutMs) } : {}),
+      });
+
+      if (!res.ok) {
+        throw new Error(`Upload failed: Status ${res.status}`);
+      }
+
+      return (await res.json()) as TeleUploadResponse;
+    },
+    {
+      retries,
+      minTimeout: 1000,
+      maxTimeout: 5000,
+      logger,
+    },
+  );
+
+  return parseTeleUploadResponse(response);
+}

tests/config.test.ts

@@ -28,6 +28,39 @@ describe("loadConfig", () => {
     expect(config.WEBSERVER_PORT).toBe(4000);
     expect(config.RECORDINGS_DIR).toBe("./recordings");
     expect(config.NODE_ENV).toBe("test");
+    expect(config.TELE_UPLOAD_URL).toBe(
+      "https://upload.asepharyana.tech/api/upload",
+    );
+    expect(config.AI_ANALYSIS_DEBOUNCE_MS).toBe(500);
+    expect(config.AI_ANALYSIS_RECOVERY_INTERVAL_MS).toBe(15000);
+    expect(config.AI_ANALYSIS_ERROR_COOLDOWN_MS).toBe(30000);
+    expect(config.AI_ANALYSIS_MAX_BATCH_SIZE).toBe(25);
+    expect(config.AI_ANALYSIS_MAX_CONTEXT_TOKENS).toBe(8000);
+    expect(config.AI_ANALYSIS_CONTEXT_MESSAGE_LIMIT).toBe(20);
+  });
+
+  it("coerces AI analysis tuning values", async () => {
+    process.env = {
+      ...originalEnv,
+      DISCORD_TOKEN: "token",
+      AI_ANALYSIS_DEBOUNCE_MS: "750",
+      AI_ANALYSIS_RECOVERY_INTERVAL_MS: "20000",
+      AI_ANALYSIS_ERROR_COOLDOWN_MS: "45000",
+      AI_ANALYSIS_MAX_BATCH_SIZE: "40",
+      AI_ANALYSIS_MAX_CONTEXT_TOKENS: "12000",
+      AI_ANALYSIS_CONTEXT_MESSAGE_LIMIT: "35",
+      NODE_ENV: "test",
+    };
+
+    const { loadConfig } = await import("../src/config");
+    const config = loadConfig(process.env);
+
+    expect(config.AI_ANALYSIS_DEBOUNCE_MS).toBe(750);
+    expect(config.AI_ANALYSIS_RECOVERY_INTERVAL_MS).toBe(20000);
+    expect(config.AI_ANALYSIS_ERROR_COOLDOWN_MS).toBe(45000);
+    expect(config.AI_ANALYSIS_MAX_BATCH_SIZE).toBe(40);
+    expect(config.AI_ANALYSIS_MAX_CONTEXT_TOKENS).toBe(12000);
+    expect(config.AI_ANALYSIS_CONTEXT_MESSAGE_LIMIT).toBe(35);
   });
 
   it("derives split text and voice guild defaults from legacy config", async () => {

tests/moderation/attachmentUploader.test.ts

@@ -10,44 +10,31 @@ beforeEach(() => {
 });
 
 describe("attachmentUploader", () => {
-  it("parses picser upload response correctly", async () => {
+  it("parses tele upload response correctly", async () => {
-    const { parseUploadResponse } = await import(
+    const { parseTeleUploadResponse } = await import(
-      "../../src/moderation/attachmentUploader"
+      "../../src/uploader/teleUpload"
     );
 
-    const response = {
+    const result = parseTeleUploadResponse({
-      success: true,
+      download_url: "https://upload.asepharyana.tech/d/abc123.jpg",
-      filename: "uploads/abc123.jpg",
+      public_id: "abc123",
-      urls: {
+      file_name: "abc123.jpg",
-        raw_commit:
+      size_bytes: 102400,
-          "https://raw.githubusercontent.com/user/repo/commit/uploads/abc123.jpg",
+    });
-      },
-      size: 102400,
-      type: "image/jpeg",
-    };
 
-    const result = parseUploadResponse(response);
+    expect(result.url).toBe("https://upload.asepharyana.tech/d/abc123.jpg");
-
+    expect(result.publicId).toBe("abc123");
-    expect(result.success).toBe(true);
+    expect(result.filename).toBe("abc123.jpg");
-    expect(result.url).toBe(
+    expect(result.sizeBytes).toBe(102400);
-      "https://raw.githubusercontent.com/user/repo/commit/uploads/abc123.jpg",
-    );
-    expect(result.filename).toBe("uploads/abc123.jpg");
   });
 
-  it("handles upload response with missing raw_commit", async () => {
+  it("handles upload response with missing download_url", async () => {
-    const { parseUploadResponse } = await import(
+    const { parseTeleUploadResponse } = await import(
-      "../../src/moderation/attachmentUploader"
+      "../../src/uploader/teleUpload"
     );
 
-    const response = {
+    expect(() => parseTeleUploadResponse({ download_url: "" })).toThrow(
-      success: true,
+      /download_url/,
-      filename: "uploads/abc123.jpg",
+    );
-      urls: {},
-      size: 102400,
-      type: "image/jpeg",
-    };
-
-    expect(() => parseUploadResponse(response)).toThrow();
   });
 });

tests/moderation/llmModerationClient.test.ts

@@ -420,6 +420,46 @@ describe("runModerationAnalysis", () => {
     });
   });
 
+  it("sends text-only analysis without dummy image", async () => {
+    const mockResponse = {
+      choices: [
+        {
+          message: {
+            content: JSON.stringify({
+              results: [
+                {
+                  message_id: "m1",
+                  status: "clean",
+                  flags: [],
+                  score: 0.1,
+                  analysis: "OK",
+                },
+              ],
+            }),
+          },
+        },
+      ],
+    };
+
+    global.fetch = vi.fn().mockResolvedValue({
+      ok: true,
+      text: async () => JSON.stringify(mockResponse),
+      json: async () => mockResponse,
+    });
+
+    await runModerationAnalysis({
+      targets: [createMessageRecord()],
+      contextText: "test context",
+    });
+
+    const requestBody = JSON.parse((global.fetch as any).mock.calls[0][1].body);
+    expect(requestBody.messages[0].role).toBe("system");
+    expect(requestBody.messages[1].role).toBe("user");
+    expect(typeof requestBody.messages[1].content).toBe("string");
+    expect(requestBody.messages[1].content).toContain("test context");
+    expect(requestBody.messages[1].content).not.toContain("data:image/png");
+  });
+
   it("throws on non-ok HTTP response", async () => {
     global.fetch = vi.fn().mockResolvedValue({
       ok: false,
@@ -435,6 +475,42 @@ describe("runModerationAnalysis", () => {
     ).rejects.toThrow(/LLM API error 500/);
   });
 
+  it("parses first JSON object when provider appends extra JSON", async () => {
+    const mockResponse = {
+      choices: [
+        {
+          message: {
+            content: JSON.stringify({
+              results: [
+                {
+                  message_id: "m1",
+                  status: "clean",
+                  flags: [],
+                  score: 0.1,
+                  analysis: "OK",
+                },
+              ],
+            }),
+          },
+        },
+      ],
+    };
+
+    global.fetch = vi.fn().mockResolvedValue({
+      ok: true,
+      text: async () =>
+        `${JSON.stringify(mockResponse)}\n{"usage":{"tokens":12}}`,
+    });
+
+    const result = await runModerationAnalysis({
+      targets: [createMessageRecord()],
+      contextText: "test context",
+    });
+
+    expect(result.results).toHaveLength(1);
+    expect(result.results[0].messageId).toBe("m1");
+  });
+
   it("throws on missing choices in response", async () => {
     global.fetch = vi.fn().mockResolvedValue({
       ok: true,
@@ -544,7 +620,8 @@ describe("runModerationAnalysis", () => {
     const [, completionsOptions] = fetchCalls[1];
     const body = JSON.parse(completionsOptions.body);
 
-    const userMessage = body.messages[0];
+    expect(body.messages[0].role).toBe("system");
+    const userMessage = body.messages[1];
     expect(userMessage.role).toBe("user");
     expect(Array.isArray(userMessage.content)).toBe(true);
     expect(userMessage.content[0].type).toBe("image_url");
@@ -556,7 +633,8 @@ describe("runModerationAnalysis", () => {
       "Image Attachment for Message ID: m1",
     );
     expect(userMessage.content[2].type).toBe("text");
-    expect(userMessage.content[2].text).toContain(
+    expect(userMessage.content[2].text).toContain("test context");
+    expect(body.messages[0].content).toContain(
       "You are a content moderation assistant.",
     );
   });
@@ -764,7 +842,7 @@ describe("runModerationAnalysis", () => {
     expect(fetchCalls[1][0]).toBe("https://httpbin.org/image/png");
 
     const requestBody = JSON.parse(fetchCalls[2][1].body);
-    const contentParts = requestBody.messages[0].content;
+    const contentParts = requestBody.messages[1].content;
     expect(
       contentParts.filter((part: any) => part.type === "image_url"),
     ).toHaveLength(2);
@@ -819,7 +897,7 @@ describe("runModerationAnalysis", () => {
       targets: [
         createMessageRecord({
           id: "m1",
-          content: "gambar belum selesai upload ke picser",
+          content: "gambar belum selesai upload ke tele",
         }),
       ],
       contextText: "test context",
@@ -916,8 +994,8 @@ describe("runModerationAnalysis", () => {
     expect(result.results[0].status).toBe("warn");
 
     const requestBody = JSON.parse((global.fetch as any).mock.calls[1][1].body);
-    expect(requestBody.messages[0].content).toHaveLength(1);
+    expect(requestBody.messages[1].content).toHaveLength(1);
-    expect(requestBody.messages[0].content[0].text).toContain(
+    expect(requestBody.messages[1].content[0].text).toContain(
       "https://example.invalid/claim",
     );
   });

tests/moderation/messageStoreQueries.test.ts

@@ -617,7 +617,7 @@ describe("message query integration tests", () => {
         size: 1024,
         type: "image/png",
         discord_url: "https://discord.com/test1.png",
-        uploaded_url: "https://picser.tech/test1.png",
+        uploaded_url: "https://upload.asepharyana.tech/test1.png",
         upload_status: "uploaded" as const,
         upload_error: null,
         created_at: Date.now(),
@@ -635,7 +635,7 @@ describe("message query integration tests", () => {
         size: 2048,
         type: "image/png",
         discord_url: "https://discord.com/test2.png",
-        uploaded_url: "https://picser.tech/test2.png",
+        uploaded_url: "https://upload.asepharyana.tech/test2.png",
         upload_status: "uploaded" as const,
         upload_error: null,
         created_at: Date.now(),