setup braintrust

apps/studio/lib/ai/model.ts

@@ -1,5 +1,7 @@
 import { openai } from '@ai-sdk/openai'
-import { LanguageModel } from 'ai'
+import { LanguageModel, wrapLanguageModel } from 'ai'
+import { LanguageModelV2 } from '@ai-sdk/provider'
+import { BraintrustMiddleware } from 'braintrust'
 import { checkAwsCredentials, createRoutedBedrock } from './bedrock'
 import {
   BedrockModel,
@@ -15,7 +17,7 @@ type PromptProviderOptions = Record<string, any>
 type ProviderOptions = Record<string, any>
 
 type ModelSuccess = {
-  model: LanguageModel
+  model: LanguageModel | LanguageModelV2
   promptProviderOptions?: PromptProviderOptions
   providerOptions?: ProviderOptions
   error?: never
@@ -99,10 +101,14 @@ export async function getModel({
     if (!hasOpenAIKey) {
       return { error: new Error('OPENAI_API_KEY not available') }
     }
+    const wrappedModel = wrapLanguageModel({
+      model: openai(chosenModelId as OpenAIModel),
+      middleware: BraintrustMiddleware({ debug: true }),
+    })
+
     return {
-      model: openai.chat(chosenModelId as OpenAIModel),
+      model: wrappedModel,
       promptProviderOptions: models[chosenModelId as OpenAIModel]?.promptProviderOptions,
-      providerOptions: providerRegistry.providerOptions,
     }
   }
 

apps/studio/package.json

@@ -72,7 +72,9 @@
     "@zip.js/zip.js": "^2.7.29",
     "ai": "^5.0.0",
     "ai-commands": "workspace:*",
+    "autoevals": "^0.0.131",
     "awesome-debounce-promise": "^2.1.0",
+    "braintrust": "^0.3.6",
     "common": "workspace:*",
     "common-tags": "^1.8.2",
     "config": "workspace:*",

apps/studio/pages/api/ai/sql/generate-v4.ts

@@ -3,7 +3,7 @@ import { convertToModelMessages, ModelMessage, stepCountIs, streamText } from 'a
 import { source } from 'common-tags'
 import { NextApiRequest, NextApiResponse } from 'next'
 import { z } from 'zod/v4'
-
+import { initLogger } from 'braintrust'
 import { IS_PLATFORM } from 'common'
 import { executeSql } from 'data/sql/execute-sql-query'
 import { AiOptInLevel } from 'hooks/misc/useOrgOptedIntoAi'
@@ -28,6 +28,11 @@ export const config = {
   api: { bodyParser: true },
 }
 
+// Initialize Braintrust logging
+initLogger({
+  projectName: 'supabase',
+})
+
 async function handler(req: NextApiRequest, res: NextApiResponse) {
   const { method } = req
 

pnpm-lock.yaml

@@ -842,9 +842,15 @@ importers:
       ai-commands:
         specifier: workspace:*
         version: link:../../packages/ai-commands
+      autoevals:
+        specifier: ^0.0.131
+        version: 0.0.131(encoding@0.1.13)(ws@8.18.3)
       awesome-debounce-promise:
         specifier: ^2.1.0
         version: 2.1.0
+      braintrust:
+        specifier: ^0.3.6
+        version: 0.3.6(@aws-sdk/credential-provider-web-identity@3.830.0)(supports-color@8.1.1)(zod@3.25.76)
       common:
         specifier: workspace:*
         version: link:../../packages/common
@@ -1193,7 +1199,7 @@ importers:
         version: 2.4.11(typescript@5.5.2)
       next-router-mock:
         specifier: ^0.9.13
-        version: 0.9.13(next@15.3.3(@babel/core@7.26.10(supports-color@8.1.1))(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4))(react@18.3.1)
+        version: 0.9.13(next@15.3.3(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4))(react@18.3.1)
       postcss:
         specifier: ^8.5.3
         version: 8.5.3
@@ -2454,7 +2460,7 @@ importers:
         version: link:../api-types
       next-router-mock:
         specifier: ^0.9.13
-        version: 0.9.13(next@15.3.3(@babel/core@7.26.10(supports-color@8.1.1))(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4))(react@18.3.1)
+        version: 0.9.13(next@15.3.3(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4))(react@18.3.1)
       tsx:
         specifier: ^4.19.3
         version: 4.19.3
@@ -2513,6 +2519,10 @@ packages:
     peerDependencies:
       zod: ^3.25.76 || ^4
 
+  '@ai-sdk/provider@1.1.3':
+    resolution: {integrity: sha512-qZMxYJ0qqX/RfnuIaab+zp8UAeJn/ygXXAffR5I4N0n1IrvA6qBsjc8hXLmBiMV2zoXlifkacF7sEFnYnjBcqg==}
+    engines: {node: '>=18'}
+
   '@ai-sdk/provider@2.0.0':
     resolution: {integrity: sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA==}
     engines: {node: '>=18'}
@@ -3129,6 +3139,9 @@ packages:
     resolution: {integrity: sha512-6zABk/ECA/QYSCQ1NGiVwwbQerUCZ+TQbp64Q3AgmfNvurHH0j8TtXa1qbShXA6qqkpAj4V5W8pP6mLe1mcMqA==}
     engines: {node: '>=18'}
 
+  '@braintrust/core@0.0.95':
+    resolution: {integrity: sha512-bxTqM/SQE4q5qKYUyGtwcvhTprxP7rSWOd5IuhAErO297qz4UrkLBcAV/9JjQJ3dZw+58GMVnQr026K8t4l/QQ==}
+
   '@bundled-es-modules/cookie@2.0.1':
     resolution: {integrity: sha512-8o+5fRPLNbjbdGRRmJj3h6Hh1AQJf2dk3qQ/5ZFb+PXkRNiSoMGGUKlsgLfrxneb72axVJyIYji64E2+nNfYyw==}
 
@@ -4506,6 +4519,9 @@ packages:
   '@next/bundle-analyzer@15.3.1':
     resolution: {integrity: sha512-NqUZrjVruGbdQaPE3OSEXP+ZuULqumeHVTuU9pOX1V0/9BWY9FOck3jgQGFdBtG41nOYuO8+CoHKDQAVIPQJrw==}
 
+  '@next/env@14.2.32':
+    resolution: {integrity: sha512-n9mQdigI6iZ/DF6pCTwMKeWgF2e8lg7qgt5M7HXMLtyhZYMnf/u905M18sSpPmHL9MKp9JHo56C6jrD2EvWxng==}
+
   '@next/env@15.3.3':
     resolution: {integrity: sha512-OdiMrzCl2Xi0VTjiQQUK0Xh7bJHnOuET2s+3V+Y40WJBAXrJeGA3f+I8MZJ/YQ3mVGi5XGR1L66oFlgqXhQ4Vw==}
 
@@ -8979,6 +8995,15 @@ packages:
   '@usercentrics/cmp-browser-sdk@4.42.0':
     resolution: {integrity: sha512-/cik01TdeiYUV1+EasK83Ip05TDqmowM5tmWGfRDdaOrneSic5BedBdJHKya4pP2vwiYAtzDYVJe4BwPt2M16g==}
 
+  '@vercel/functions@1.6.0':
+    resolution: {integrity: sha512-R6FKQrYT5MZs5IE1SqeCJWxMuBdHawFcCZboKKw8p7s+6/mcd55Gx6tWmyKnQTyrSEA04NH73Tc9CbqpEle8RA==}
+    engines: {node: '>= 16'}
+    peerDependencies:
+      '@aws-sdk/credential-provider-web-identity': '*'
+    peerDependenciesMeta:
+      '@aws-sdk/credential-provider-web-identity':
+        optional: true
+
   '@vercel/functions@2.1.0':
     resolution: {integrity: sha512-1gSbK9zfrbJxk1JTBVERDhLi01mK3fz+gw4GjOjZwHnqs0zsBhQA70HGVtXQX/Z3BTRMfbpAEMVDfhecRw0lDA==}
     engines: {node: '>= 18'}
@@ -9155,6 +9180,10 @@ packages:
   abstract-logging@2.0.1:
     resolution: {integrity: sha512-2BjRTZxTPvheOvGbBslFSYOUkr+SjPtOnrLP33f+VIWLzezQpZcqVg7ja3L4dBXmzzgwT+a029jRx5PCi3JuiA==}
 
+  accepts@1.3.8:
+    resolution: {integrity: sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==}
+    engines: {node: '>= 0.6'}
+
   accepts@2.0.0:
     resolution: {integrity: sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==}
     engines: {node: '>= 0.6'}
@@ -9372,6 +9401,9 @@ packages:
     resolution: {integrity: sha512-LHE+8BuR7RYGDKvnrmcuSq3tDcKv9OFEXQt/HpbZhY7V6h0zlUXutnAD82GiFx9rdieCMjkvtcsPqBwgUl1Iiw==}
     engines: {node: '>= 0.4'}
 
+  array-flatten@1.1.1:
+    resolution: {integrity: sha512-PCVAQswWemu6UdxsDFFX/+gVeYqKAod3D3UVm91jHwynguOwAvYPhx8nNlM++NqRcK6CxxpUafjmhIdKiHibqg==}
+
   array-includes@3.1.8:
     resolution: {integrity: sha512-itaWrbYbqpGXkGhZPGUulwnhVf5Hpy1xiCFsGqyIGglbBxmG5vSjxQen3/WGOjPpNEv1RtBLKxbmVXm8HpJStQ==}
     engines: {node: '>= 0.4'}
@@ -9462,6 +9494,9 @@ packages:
     resolution: {integrity: sha512-Hdw8qdNiqdJ8LqT0iK0sVzkFbzg6fhnQqqfWhBDxcHZvU75+B+ayzTy8x+k5Ix0Y92XOhOUlx74ps+bA6BeYMQ==}
     engines: {node: '>=8'}
 
+  autoevals@0.0.131:
+    resolution: {integrity: sha512-F+3lraja+Ms7n1M2cpWl65N7AYx4sPocRW454H5HlSGabYMfuFOUxw8IXmEYDkQ38BxtZ0Wd5ZAQj9RF59YJWw==}
+
   autolinker@0.28.1:
     resolution: {integrity: sha512-zQAFO1Dlsn69eXaO6+7YZc+v84aquQKbwpzCE3L0stj56ERn9hutFxPopViLjo9G+rWwjozRhgS5KJ25Xy19cQ==}
 
@@ -9585,6 +9620,9 @@ packages:
     resolution: {integrity: sha512-jDctJ/IVQbZoJykoeHbhXpOlNBqGNcwXJKJog42E5HDPUwQTSdjCHdihjj0DlnheQ7blbT6dHOafNAiS8ooQKA==}
     engines: {node: '>=8'}
 
+  binary-search@1.3.6:
+    resolution: {integrity: sha512-nbE1WxOTTrUWIfsfZ4aHGYu5DOuNkbxGokjV6Z2kxfJK3uaAb8zNK1muzOeipoLHZjInT4Br88BHpzevc681xA==}
+
   bindings@1.5.0:
     resolution: {integrity: sha512-p2q/t/mhvuOj/UeLlV6566GD/guowlr0hHxClI0W9m7MWYkL1F0hLo+0Aexs9HSPCtR1SXQ0TD3MMKrXZajbiQ==}
 
@@ -9597,6 +9635,10 @@ packages:
   bl@5.1.0:
     resolution: {integrity: sha512-tv1ZJHLfTDnXE6tMHv73YgSJaWR2AFuPwMntBe7XL/GBFHnT0CLnsHMogfk5+GzCDC5ZWarSCYaIGATZt9dNsQ==}
 
+  body-parser@1.20.3:
+    resolution: {integrity: sha512-7rAxByjUMqQ3/bHJy7D6OGXvx/MMc4IqBn/X0fcM1QUcAItpZrBEYhWGem+tzXH90c+G01ypMcYJBO9Y30203g==}
+    engines: {node: '>= 0.8', npm: 1.2.8000 || >= 1.4.16}
+
   body-parser@2.2.0:
     resolution: {integrity: sha512-02qvAaxv8tp7fBa/mw1ga98OGm+eCbqzJOKoRt70sLmfEEi+jyBYVTDGfCL/k06/4EMk/z01gCe7HoCH/f2LTg==}
     engines: {node: '>=18'}
@@ -9624,6 +9666,12 @@ packages:
     resolution: {integrity: sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==}
     engines: {node: '>=8'}
 
+  braintrust@0.3.6:
+    resolution: {integrity: sha512-2SyC8B09WIw7klxf+j8G5oXpnThlx02YvT6iB4A0hwuTkeCMAnpIB60StqlnukQHPgvaoOrefds3sQPHhDAgBQ==}
+    hasBin: true
+    peerDependencies:
+      zod: ^3.25.34
+
   browserslist@4.24.4:
     resolution: {integrity: sha512-KDi1Ny1gSePi1vm0q4oxSF8b4DR44GF4BbmS2YdhPLOEqd8pDviZOGH/GsmRwoWJ2+5Lr085X7naowMwKHDG1A==}
     engines: {node: ^6 || ^7 || ^8 || ^9 || ^10 || ^11 || ^12 || >=13.7}
@@ -9803,6 +9851,9 @@ packages:
     resolution: {integrity: sha512-VqR8m68vM46BNnuZ5NtnGBKIE/DfN0cRIzg9n40EIq9NOv90ayxLBXA8fXC5gquFRGJSTRqBq25Jt2ECLR431Q==}
     engines: {node: '>= 6'}
 
+  cheminfo-types@1.8.1:
+    resolution: {integrity: sha512-FRcpVkox+cRovffgqNdDFQ1eUav+i/Vq/CUd1hcfEl2bevntFlzznL+jE8g4twl6ElB7gZjCko6pYpXyMn+6dA==}
+
   chokidar@3.5.3:
     resolution: {integrity: sha512-Dr3sfKRP6oTcjf2JmUmFJfeVMvXBdegxB0iVQ5eb2V10uFJUCAS8OByZdVAyVb8xXNz3GjjTgj9kLWsZTqE6kw==}
     engines: {node: '>= 8.10.0'}
@@ -9874,6 +9925,10 @@ packages:
     resolution: {integrity: sha512-VGtlMu3x/4DOtIUwEkRezxUZ2lBacNJCHash0N0WeZDBS+7Ux1dm3XWAgWYxLJFMMdOeXMHXorshEFhbMSGelg==}
     engines: {node: ^12.20.0 || ^14.13.1 || >=16.0.0}
 
+  cli-progress@3.12.0:
+    resolution: {integrity: sha512-tRkV3HJ1ASwm19THiiLIXLO7Im7wlTuKnvkYaTkyoAPefqjNg7W7DHKUlGRxy9vxDvbyCYQkQozvptuMkGCg8A==}
+    engines: {node: '>=4'}
+
   cli-spinners@2.9.2:
     resolution: {integrity: sha512-ywqV+5MmyL4E7ybXgKys4DugZbX0FC6LnwrhjuykIjnK9k8OQacQ7axGKnjDXWNhns0xot3bZI5h55H8yo9cJg==}
     engines: {node: '>=6'}
@@ -10059,6 +10114,15 @@ packages:
     resolution: {integrity: sha512-6FqVXeETqWPoGcfzrXb37E50NP0LXT8kAMu5ooZayhWWdgEY4lBEEcbQNXtkuKQsGduxiIcI4gOTsxTmuq/bSg==}
     engines: {node: '>= 14'}
 
+  compute-cosine-similarity@1.1.0:
+    resolution: {integrity: sha512-FXhNx0ILLjGi9Z9+lglLzM12+0uoTnYkHm7GiadXDAr0HGVLm25OivUS1B/LPkbzzvlcXz/1EvWg9ZYyJSdhTw==}
+
+  compute-dot@1.1.0:
+    resolution: {integrity: sha512-L5Ocet4DdMrXboss13K59OK23GXjiSia7+7Ukc7q4Bl+RVpIXK2W9IHMbWDZkh+JUEvJAwOKRaJDiFUa1LTnJg==}
+
+  compute-l2norm@1.1.0:
+    resolution: {integrity: sha512-6EHh1Elj90eU28SXi+h2PLnTQvZmkkHWySpoFz+WOlVNLz3DQoC4ISUHSV9n5jMxPHtKGJ01F4uu2PsXBB8sSg==}
+
   compute-scroll-into-view@3.1.1:
     resolution: {integrity: sha512-VRhuHOLoKYOy4UbilLbUzbYg93XLjv2PncJC50EuTWPA3gaja1UjBsUP/D/9/juV3vQFr6XBEzn9KCAHdUvOHw==}
 
@@ -10106,6 +10170,10 @@ packages:
   constant-case@3.0.4:
     resolution: {integrity: sha512-I2hSBi7Vvs7BEuJDr5dDHfzb/Ruj3FyvFyh7KLilAjNQw3Be+xgqUBA2W6scVEcL0hL1dwPRtIqEPVUCKkSsyQ==}
 
+  content-disposition@0.5.4:
+    resolution: {integrity: sha512-FveZTNuGw04cxlAiWbzi6zTAL/lhehaWbTtgluJh4/E95DqMwTmha3KZN1aAWA8cFIhHzMZUvLevkw5Rqk+tSQ==}
+    engines: {node: '>= 0.6'}
+
   content-disposition@1.0.0:
     resolution: {integrity: sha512-Au9nRL8VNUut/XSzbQA38+M78dzP4D+eqg3gfJHMIHHYa3bg067xj1KxMUWj+VULbiZMowKngFFbKczUrNJ1mg==}
     engines: {node: '>= 0.6'}
@@ -10131,10 +10199,17 @@ packages:
   cookie-es@2.0.0:
     resolution: {integrity: sha512-RAj4E421UYRgqokKUmotqAwuplYw15qtdXfY+hGzgCJ/MBjCVZcSoHK/kH9kocfjRjcDME7IiDWR/1WX1TM2Pg==}
 
+  cookie-signature@1.0.6:
+    resolution: {integrity: sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ==}
+
   cookie-signature@1.2.2:
     resolution: {integrity: sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==}
     engines: {node: '>=6.6.0'}
 
+  cookie@0.7.1:
+    resolution: {integrity: sha512-6DnInpx7SJ2AK3+CTUE/ZM0vWTUboZCegxhC2xiIydHR9jNuTAASBrfEpHhiGOZw/nX51bHt6YQl8jsGo4y/0w==}
+    engines: {node: '>= 0.6'}
+
   cookie@0.7.2:
     resolution: {integrity: sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w==}
     engines: {node: '>= 0.6'}
@@ -11190,7 +11265,6 @@ packages:
     resolution: {integrity: sha512-t0q23FIpvHDTtnORW+bDJziGsal5uh9RJTJ1fyH8drd4lICOoXhJ5pLMUZ5C0VQei6dNmwTzzoTRgMkO9JgHEQ==}
     peerDependencies:
       eslint: '>= 5'
-    bundledDependencies: []
 
   eslint-plugin-import@2.31.0:
     resolution: {integrity: sha512-ixmkI62Rbc2/w8Vfxyh1jQRTdRTF52VxwRVHl/ykPAmqG+Nb7/kNn+byLP0LxPgI7zWA16Jt82SybJInmMia3A==}
@@ -11343,9 +11417,9 @@ packages:
     resolution: {integrity: sha512-mQw+2fkQbALzQ7V0MY0IqdnXNOeTtP4r0lN9z7AAawCXgqea7bDii20AYrIBrFd/Hx0M2Ocz6S111CaFkUcb0Q==}
     engines: {node: '>=0.8.x'}
 
-  eventsource-parser@3.0.2:
-    resolution: {integrity: sha512-6RxOBZ/cYgd8usLwsEl+EC09Au/9BcmCKYF2/xbml6DNczf7nv0MQb+7BA2F+li6//I+28VNlQR37XfQtcAJuA==}
-    engines: {node: '>=18.0.0'}
+  eventsource-parser@1.1.2:
+    resolution: {integrity: sha512-v0eOBUbiaFojBu2s2NPBfYUoRR9GjcDNvCXVaqEf5vVfpIAh9f8RCo4vXTP8c63QRKCFwoLpMpTdPwwhEKVgzA==}
+    engines: {node: '>=14.18'}
 
   eventsource-parser@3.0.3:
     resolution: {integrity: sha512-nVpZkTMM9rF6AQ9gPJpFsNAMt48wIzB5TQgiTLdHiuO8XEDhUgZEhqKlZWXbIzo9VmJ/HvysHqEaVeD5v9TPvA==}
@@ -11396,6 +11470,10 @@ packages:
     peerDependencies:
       express: ^4.11 || 5 || ^5.0.0-beta.1
 
+  express@4.21.2:
+    resolution: {integrity: sha512-28HqgMZAmih1Czt9ny7qr6ek2qddF4FclbMzwhCREB6OFfH+rXAnuNCwo1/wFvrtbgsQDb4kSbX9de9lFbrXnA==}
+    engines: {node: '>= 0.10.0'}
+
   express@5.1.0:
     resolution: {integrity: sha512-DT9ck5YIRU+8GYzzU5kT3eHGA5iL+1Zd0EutOmTE9Dtk+Tvuzd23VBU+ec7HPNSTxXYO55gPV/hq4pSBJDjFpA==}
     engines: {node: '>= 18'}
@@ -11557,6 +11635,9 @@ packages:
   fflate@0.8.2:
     resolution: {integrity: sha512-cPJU47OaAoCbg0pBvzsgpTPhmhqI5eJjh/JIu8tPj5q+T7iLvW/JAYUqmE7KOB4R1ZyEhzBaIQpQpardBF5z8A==}
 
+  fft.js@4.0.4:
+    resolution: {integrity: sha512-f9c00hphOgeQTlDyavwTtu6RiK8AIFjD6+jvXkNkpeQ7rirK3uFWVpalkoS4LAwbdX7mfZ8aoBfFVQX1Re/8aw==}
+
   figures@3.2.0:
     resolution: {integrity: sha512-yaduQFRKLXYOGgEn6AZau90j3ggSOyiqXU0F9JZfeXYhNa+Jk4X+s45A2zg5jns87GAFa34BBm2kXw4XpNcbdg==}
     engines: {node: '>=8'}
@@ -11590,6 +11671,10 @@ packages:
     resolution: {integrity: sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==}
     engines: {node: '>=8'}
 
+  finalhandler@1.3.1:
+    resolution: {integrity: sha512-6BN9trH7bp3qvnrRyzsBz+g3lZxTNZTbVO2EV1CS0WIcDbawYVdYvGflME/9QP0h0pYlCDBCTjYa9nZzMDpyxQ==}
+    engines: {node: '>= 0.8'}
+
   finalhandler@2.1.0:
     resolution: {integrity: sha512-/t88Ty3d5JWQbWYgaOGCCYfXRwV1+be02WqYYlL6h0lEiUAMPM8o8qKGO01YIkOHzka2up08wvgYD0mDiI+q3Q==}
     engines: {node: '>= 0.8'}
@@ -12457,6 +12542,10 @@ packages:
     resolution: {integrity: sha512-M1WuAmb7pn9zdFRtQYk26ZBoY043Sse0wVDdk4Bppr+JOXyQYybdtvK+l9wUibhtjdjvtoiNy8tk+EgsYIUqKg==}
     engines: {node: '>=12.0.0'}
 
+  install@0.13.0:
+    resolution: {integrity: sha512-zDml/jzr2PKU9I8J/xyZBQn8rPCAY//UOYNmR01XwNwyfhEWObo2SWfSl1+0tm1u6PhxLwDnfsT/6jB7OUxqFA==}
+    engines: {node: '>= 0.10'}
+
   internal-slot@1.0.7:
     resolution: {integrity: sha512-NGnrKwXzSms2qUUih/ILZ5JBqNTSa1+ZmP6flaIp6KmSElgE9qdndzS3cqjrDovwFdmwsGsLdeFgB6suw+1e9g==}
     engines: {node: '>= 0.4'}
@@ -12517,6 +12606,9 @@ packages:
   is-alphanumerical@2.0.1:
     resolution: {integrity: sha512-hmbYhX/9MUMF5uh7tOXyK/n0ZvWpad5caBA17GsC6vyuCqaWliRG5K1qS9inmUhEMaOBIW7/whAnSwveW/LtZw==}
 
+  is-any-array@2.0.1:
+    resolution: {integrity: sha512-UtilS7hLRu++wb/WBAw9bNuP1Eg04Ivn1vERJck8zJthEvXCBEBpGR/33u/xLKWEQf95803oalHrVDptcAvFdQ==}
+
   is-array-buffer@3.0.4:
     resolution: {integrity: sha512-wcjaerHw0ydZwfhiKbXJWLDY8A7yV7KhjQOpb83hGgGfId/aQa4TOvwyzn2PuswW2gPCYEL/nEAiSVpdOj1lXw==}
     engines: {node: '>= 0.4'}
@@ -13195,6 +13287,9 @@ packages:
     resolution: {integrity: sha512-utWOt/GHzuUxnLKxB6dk81RoOeoNeHgbrXiuGk4yyF5qlRz+iIVWu56E2fqGHFrXz0QNUhLB/8nKqvRH66JKGQ==}
     engines: {node: '>=10'}
 
+  linear-sum-assignment@1.0.7:
+    resolution: {integrity: sha512-jfLoSGwZNyjfY8eK4ayhjfcIu3BfWvP6sWieYzYI3AWldwXVoWEz1gtrQL10v/8YltYLBunqNjeVFXPMUs+MJg==}
+
   linebreak@1.1.0:
     resolution: {integrity: sha512-MHp03UImeVhB7XZtjd0E4n6+3xr5Dq/9xI/5FptGk5FrbDR3zagPa2DS6U8ks/3HjbKWG9Q1M2ufOzxV2qLYSQ==}
 
@@ -13594,6 +13689,10 @@ packages:
     peerDependencies:
       esbuild: ^0.25.2
 
+  media-typer@0.3.0:
+    resolution: {integrity: sha512-dq+qelQ9akHpcOl/gUVRTxVIOkAJ1wR3QAvb4RsVjS8oVoFjDGTc679wJYmUmknUF5HwMLOgb5O+a3KxfWapPQ==}
+    engines: {node: '>= 0.6'}
+
   media-typer@1.1.0:
     resolution: {integrity: sha512-aisnrDP4GNe06UcKFnV5bfMNPBUw4jsLGaWwWfnH3v02GnBuXX2MCVn5RbrWo0j3pczUilYblq7fQ7Nw2t5XKw==}
     engines: {node: '>= 0.8'}
@@ -13612,6 +13711,9 @@ packages:
     resolution: {integrity: sha512-S3UwM3yj5mtUSEfP41UZmt/0SCoVYUcU1rkXv+BQ5Ig8ndL4sPoJNBUJERafdPb5jjHJGuMgytgKvKIf58XNBw==}
     engines: {node: '>= 0.10.0'}
 
+  merge-descriptors@1.0.3:
+    resolution: {integrity: sha512-gaNvAS7TZ897/rVaZ0nMtAyxNyi/pdbjbAwUpFQpN70GqnVfOiXpeUUMKRBmzXaSQ8DdTX4/0ms62r2K+hE6mQ==}
+
   merge-descriptors@2.0.0:
     resolution: {integrity: sha512-Snk314V5ayFLhp3fkUREub6WtjBfPdCPY1Ln8/8munuLuiYhsABgBVWsozAG+MWMbVEvcdcpbi9R7ww22l9Q3g==}
     engines: {node: '>=18'}
@@ -13638,6 +13740,10 @@ packages:
   meshoptimizer@0.18.1:
     resolution: {integrity: sha512-ZhoIoL7TNV4s5B6+rx5mC//fw8/POGyNxS/DZyCJeiZ12ScLfVwRE/GfsxwiTkMYYD5DmK2/JXnEVXqL4rF+Sw==}
 
+  methods@1.1.2:
+    resolution: {integrity: sha512-iclAHeNqNm68zFtnZ0e+1L2yUIdvzNoauKU4WBA3VvH/vPFieF7qfRlwUZU+DA9P9bPXIS90ulxoUoCH23sV2w==}
+    engines: {node: '>= 0.6'}
+
   micromark-core-commonmark@1.1.0:
     resolution: {integrity: sha512-BgHO1aRbolh2hcrzL2d1La37V0Aoz73ymF8rAcKnohLy93titmv62E0gP8Hrx9PKcKrqCZ1BbLGbP3bEhoXYlw==}
 
@@ -14020,6 +14126,24 @@ packages:
     engines: {node: '>=10'}
     hasBin: true
 
+  ml-array-max@1.2.4:
+    resolution: {integrity: sha512-BlEeg80jI0tW6WaPyGxf5Sa4sqvcyY6lbSn5Vcv44lp1I2GR6AWojfUvLnGTNsIXrZ8uqWmo8VcG1WpkI2ONMQ==}
+
+  ml-array-min@1.2.3:
+    resolution: {integrity: sha512-VcZ5f3VZ1iihtrGvgfh/q0XlMobG6GQ8FsNyQXD3T+IlstDv85g8kfV0xUG1QPRO/t21aukaJowDzMTc7j5V6Q==}
+
+  ml-array-rescale@1.3.7:
+    resolution: {integrity: sha512-48NGChTouvEo9KBctDfHC3udWnQKNKEWN0ziELvY3KG25GR5cA8K8wNVzracsqSW1QEkAXjTNx+ycgAv06/1mQ==}
+
+  ml-matrix@6.12.1:
+    resolution: {integrity: sha512-TJ+8eOFdp+INvzR4zAuwBQJznDUfktMtOB6g/hUcGh3rcyjxbz4Te57Pgri8Q9bhSQ7Zys4IYOGhFdnlgeB6Lw==}
+
+  ml-spectra-processing@14.17.1:
+    resolution: {integrity: sha512-ff2K8Nb91I5fSYcRRiHH0RvUIX1nC4TGg/ctbbyf6R7SUR5MgKF5Kicj+w1HACCK4DQ1HvSc2ZHVE2Z1NDvCRQ==}
+
+  ml-xsadd@3.0.1:
+    resolution: {integrity: sha512-Fz2q6dwgzGM8wYKGArTUTZDGa4lQFA2Vi6orjGeTVRy22ZnQFKlJuwS9n8NRviqz1KHAHAzdKJwbnYhdo38uYg==}
+
   mlly@1.7.4:
     resolution: {integrity: sha512-qmdSIPC4bDJXgZTCR7XosJiNKySV7O215tsPtDN9iEO/7q/76b/ijtgRu/+epFXSJhijtTCCGp3DWS549P3xKw==}
 
@@ -14104,6 +14228,10 @@ packages:
       typescript:
         optional: true
 
+  mustache@4.2.0:
+    resolution: {integrity: sha512-71ippSywq5Yb7/tVYyGbkBggbU8H3u5Rz56fH60jGFgr8uHwxs+aSKeqmluIVzM0m0kB7xQjKS6qPfd0b2ZoqQ==}
+    hasBin: true
+
   mute-stream@0.0.8:
     resolution: {integrity: sha512-nnbWWOkoWyUsTjKrhgD0dcz22mdkSnpYqbEjIm2nhwhuxlSkpywJmBo8h0ZqJdkp73mb90SssHkN4rsRaBAfAA==}
 
@@ -14762,6 +14890,9 @@ packages:
     resolution: {integrity: sha512-ypGJsmGtdXUOeM5u93TyeIEfEhM6s+ljAhrk5vAvSx8uyY/02OvrZnA0YNGUrPXfpJMgI1ODd3nwz8Npx4O4cg==}
     engines: {node: 20 || >=22}
 
+  path-to-regexp@0.1.12:
+    resolution: {integrity: sha512-RA1GjUVMnvYFxuqovrEqZoxxW5NUZqbwKtYz/Tt7nXerk0LbLblQmrsgdeOxV5SFHf0UDggjS/bSeOZwt1pmEQ==}
+
   path-to-regexp@6.3.0:
     resolution: {integrity: sha512-Yhpw4T9C6hPpgPeA28us07OJeqZ5EzQTkbfwuhsUg0c237RomFoETJgmp2sa3F/41gfLE6G5cqcYwznmeEeOlQ==}
 
@@ -15266,6 +15397,10 @@ packages:
     resolution: {integrity: sha512-D8NAthKSD7SGn748v+GLaaO6k08Mvpoqroa35PqIQC4gtUa8/Pb/k+r0m0NnGBVbHDP1gKZ2nVywqfMisRhV5A==}
     engines: {node: '>=18'}
 
+  qs@6.13.0:
+    resolution: {integrity: sha512-+38qI9SOr8tfZ4QmJNplMUxqjbe7LKvvZgWdExBOmd+egZTtjLB67Gu0HRX3u/XOq7UU2Nx6nsjvS16Z9uwfpg==}
+    engines: {node: '>=0.6'}
+
   qs@6.14.0:
     resolution: {integrity: sha512-YWWTjgABSKcvs/nWBi9PycY/JiPJqOD4JA6o9Sej2AtvSGarXxKC3OQSk4pAarbdQlKAh5D4FCQkJNkW+GAn3w==}
     engines: {node: '>=0.6'}
@@ -15310,6 +15445,10 @@ packages:
     resolution: {integrity: sha512-Hrgsx+orqoygnmhFbKaHE6c296J+HTAQXoxEF6gNupROmmGJRoyzfG3ccAveqCBrwr/2yxQ5BVd/GTl5agOwSg==}
     engines: {node: '>= 0.6'}
 
+  raw-body@2.5.2:
+    resolution: {integrity: sha512-8zGqypfENjCIqGhgXToC8aB2r7YrBX+AQAfIPs/Mlk+BtPTztOvTS01NRW/3Eh60J+a48lt8qsCzirQ6loCVfA==}
+    engines: {node: '>= 0.8'}
+
   raw-body@3.0.0:
     resolution: {integrity: sha512-RmkhL8CAyCRPXCE28MMH0z2PNWQBNk2Q09ZdxM9IOOXwxwZbN+qbWaatPkdkWIKL2ZVDImrN/pK5HTRz2PcS4g==}
     engines: {node: '>= 0.8'}
@@ -17276,6 +17415,10 @@ packages:
     resolution: {integrity: sha512-G6zXWS1dLj6eagy6sVhOMQiLtJdxQBHIA9Z6HFUNLOlr6MFOgzV8wvmidtPONfPtEUv0uZsy77XJNzTAfwPDaA==}
     engines: {node: '>=16'}
 
+  type-is@1.6.18:
+    resolution: {integrity: sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==}
+    engines: {node: '>= 0.6'}
+
   type-is@2.0.1:
     resolution: {integrity: sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==}
     engines: {node: '>= 0.6'}
@@ -17694,6 +17837,10 @@ packages:
   util-deprecate@1.0.2:
     resolution: {integrity: sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==}
 
+  utils-merge@1.0.1:
+    resolution: {integrity: sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA==}
+    engines: {node: '>= 0.4.0'}
+
   uuid@10.0.0:
     resolution: {integrity: sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==}
     hasBin: true
@@ -17737,6 +17884,12 @@ packages:
     resolution: {integrity: sha512-OljLrQ9SQdOUqTaQxqL5dEfZWrXExyyWsozYlAWFawPVNuD83igl7uJD2RTkNMbniIYgt8l81eCJGIdQF7avLQ==}
     engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0}
 
+  validate.io-array@1.0.6:
+    resolution: {integrity: sha512-DeOy7CnPEziggrOO5CZhVKJw6S3Yi7e9e65R1Nl/RTN1vTQKnzjfvks0/8kQ40FP/dsjRAOd4hxmJ7uLa6vxkg==}
+
+  validate.io-function@1.0.2:
+    resolution: {integrity: sha512-LlFybRJEriSuBnUhQyG5bwglhh50EpTL2ul23MPIuR1odjO7XaMLFV8vHGwp7AZciFxtYOeiSCT5st+XSPONiQ==}
+
   valtio@1.12.0:
     resolution: {integrity: sha512-co8NkCHeY0NsL0XsL/cSICt5VhTjwZlYT8mi50dYY5thx3r3w1D15A04Lvs9WL/y/Rf98vUKY5PAAJCTLHvkJw==}
     engines: {node: '>=12.20.0'}
@@ -18178,6 +18331,11 @@ packages:
     peerDependencies:
       zod: ^3.24.1
 
+  zod-to-json-schema@3.24.6:
+    resolution: {integrity: sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==}
+    peerDependencies:
+      zod: ^3.24.1
+
   zod@3.25.76:
     resolution: {integrity: sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==}
 
@@ -18244,6 +18402,10 @@ snapshots:
       zod: 3.25.76
       zod-to-json-schema: 3.24.5(zod@3.25.76)
 
+  '@ai-sdk/provider@1.1.3':
+    dependencies:
+      json-schema: 0.4.0
+
   '@ai-sdk/provider@2.0.0':
     dependencies:
       json-schema: 0.4.0
@@ -19818,6 +19980,11 @@ snapshots:
 
   '@bcoe/v8-coverage@1.0.2': {}
 
+  '@braintrust/core@0.0.95':
+    dependencies:
+      uuid: 9.0.1
+      zod: 3.25.76
+
   '@bundled-es-modules/cookie@2.0.1':
     dependencies:
       cookie: 0.7.2
@@ -21798,6 +21965,8 @@ snapshots:
       - bufferutil
       - utf-8-validate
 
+  '@next/env@14.2.32': {}
+
   '@next/env@15.3.3': {}
 
   '@next/eslint-plugin-next@15.3.1':
@@ -27589,6 +27758,10 @@ snapshots:
       lz-string: 1.5.0
       uuid: 9.0.1
 
+  '@vercel/functions@1.6.0(@aws-sdk/credential-provider-web-identity@3.830.0)':
+    optionalDependencies:
+      '@aws-sdk/credential-provider-web-identity': 3.830.0
+
   '@vercel/functions@2.1.0(@aws-sdk/credential-provider-web-identity@3.830.0)':
     optionalDependencies:
       '@aws-sdk/credential-provider-web-identity': 3.830.0
@@ -27905,6 +28078,11 @@ snapshots:
 
   abstract-logging@2.0.1: {}
 
+  accepts@1.3.8:
+    dependencies:
+      mime-types: 2.1.35
+      negotiator: 0.6.3
+
   accepts@2.0.0:
     dependencies:
       mime-types: 3.0.1
@@ -28131,6 +28309,8 @@ snapshots:
       call-bound: 1.0.4
       is-array-buffer: 3.0.5
 
+  array-flatten@1.1.1: {}
+
   array-includes@3.1.8:
     dependencies:
       call-bind: 1.0.7
@@ -28240,6 +28420,21 @@ snapshots:
 
   auto-bind@4.0.0: {}
 
+  autoevals@0.0.131(encoding@0.1.13)(ws@8.18.3):
+    dependencies:
+      ajv: 8.17.1
+      compute-cosine-similarity: 1.1.0
+      js-levenshtein: 1.1.6
+      js-yaml: 4.1.0
+      linear-sum-assignment: 1.0.7
+      mustache: 4.2.0
+      openai: 4.104.0(encoding@0.1.13)(ws@8.18.3)(zod@3.25.76)
+      zod: 3.25.76
+      zod-to-json-schema: 3.24.6(zod@3.25.76)
+    transitivePeerDependencies:
+      - encoding
+      - ws
+
   autolinker@0.28.1:
     dependencies:
       gulp-header: 1.8.12
@@ -28366,6 +28561,8 @@ snapshots:
 
   binary-extensions@2.2.0: {}
 
+  binary-search@1.3.6: {}
+
   bindings@1.5.0:
     dependencies:
       file-uri-to-path: 1.0.0
@@ -28384,6 +28581,23 @@ snapshots:
       inherits: 2.0.4
       readable-stream: 3.6.2
 
+  body-parser@1.20.3(supports-color@8.1.1):
+    dependencies:
+      bytes: 3.1.2
+      content-type: 1.0.5
+      debug: 2.6.9(supports-color@8.1.1)
+      depd: 2.0.0
+      destroy: 1.2.0
+      http-errors: 2.0.0
+      iconv-lite: 0.4.24
+      on-finished: 2.4.1
+      qs: 6.13.0
+      raw-body: 2.5.2
+      type-is: 1.6.18
+      unpipe: 1.0.0
+    transitivePeerDependencies:
+      - supports-color
+
   body-parser@2.2.0(supports-color@8.1.1):
     dependencies:
       bytes: 3.1.2
@@ -28428,6 +28642,35 @@ snapshots:
     dependencies:
       fill-range: 7.1.1
 
+  braintrust@0.3.6(@aws-sdk/credential-provider-web-identity@3.830.0)(supports-color@8.1.1)(zod@3.25.76):
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      '@braintrust/core': 0.0.95
+      '@next/env': 14.2.32
+      '@vercel/functions': 1.6.0(@aws-sdk/credential-provider-web-identity@3.830.0)
+      argparse: 2.0.1
+      chalk: 4.1.2
+      cli-progress: 3.12.0
+      cors: 2.8.5
+      dotenv: 16.5.0
+      esbuild: 0.25.2
+      eventsource-parser: 1.1.2
+      express: 4.21.2(supports-color@8.1.1)
+      graceful-fs: 4.2.11
+      http-errors: 2.0.0
+      minimatch: 9.0.5
+      mustache: 4.2.0
+      pluralize: 8.0.0
+      simple-git: 3.24.0(supports-color@8.1.1)
+      slugify: 1.6.6
+      source-map: 0.7.4
+      uuid: 9.0.1
+      zod: 3.25.76
+      zod-to-json-schema: 3.24.5(zod@3.25.76)
+    transitivePeerDependencies:
+      - '@aws-sdk/credential-provider-web-identity'
+      - supports-color
+
   browserslist@4.24.4:
     dependencies:
       caniuse-lite: 1.0.30001695
@@ -28680,6 +28923,8 @@ snapshots:
       parse5: 7.1.2
       parse5-htmlparser2-tree-adapter: 7.0.0
 
+  cheminfo-types@1.8.1: {}
+
   chokidar@3.5.3:
     dependencies:
       anymatch: 3.1.3
@@ -28752,6 +28997,10 @@ snapshots:
     dependencies:
       restore-cursor: 4.0.0
 
+  cli-progress@3.12.0:
+    dependencies:
+      string-width: 4.2.3
+
   cli-spinners@2.9.2: {}
 
   cli-truncate@2.1.0:
@@ -28924,6 +29173,23 @@ snapshots:
       normalize-path: 3.0.0
       readable-stream: 4.6.0
 
+  compute-cosine-similarity@1.1.0:
+    dependencies:
+      compute-dot: 1.1.0
+      compute-l2norm: 1.1.0
+      validate.io-array: 1.0.6
+      validate.io-function: 1.0.2
+
+  compute-dot@1.1.0:
+    dependencies:
+      validate.io-array: 1.0.6
+      validate.io-function: 1.0.2
+
+  compute-l2norm@1.1.0:
+    dependencies:
+      validate.io-array: 1.0.6
+      validate.io-function: 1.0.2
+
   compute-scroll-into-view@3.1.1: {}
 
   concat-map@0.0.1: {}
@@ -28983,6 +29249,10 @@ snapshots:
       tslib: 2.8.1
       upper-case: 2.0.2
 
+  content-disposition@0.5.4:
+    dependencies:
+      safe-buffer: 5.2.1
+
   content-disposition@1.0.0:
     dependencies:
       safe-buffer: 5.2.1
@@ -29011,8 +29281,12 @@ snapshots:
 
   cookie-es@2.0.0: {}
 
+  cookie-signature@1.0.6: {}
+
   cookie-signature@1.2.2: {}
 
+  cookie@0.7.1: {}
+
   cookie@0.7.2: {}
 
   cookie@1.0.2: {}
@@ -30262,13 +30536,13 @@ snapshots:
 
   events@3.3.0: {}
 
-  eventsource-parser@3.0.2: {}
+  eventsource-parser@1.1.2: {}
 
   eventsource-parser@3.0.3: {}
 
   eventsource@3.0.7:
     dependencies:
-      eventsource-parser: 3.0.2
+      eventsource-parser: 3.0.3
 
   execa@1.0.0:
     dependencies:
@@ -30324,6 +30598,42 @@ snapshots:
     dependencies:
       express: 5.1.0(supports-color@8.1.1)
 
+  express@4.21.2(supports-color@8.1.1):
+    dependencies:
+      accepts: 1.3.8
+      array-flatten: 1.1.1
+      body-parser: 1.20.3(supports-color@8.1.1)
+      content-disposition: 0.5.4
+      content-type: 1.0.5
+      cookie: 0.7.1
+      cookie-signature: 1.0.6
+      debug: 2.6.9(supports-color@8.1.1)
+      depd: 2.0.0
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      finalhandler: 1.3.1(supports-color@8.1.1)
+      fresh: 0.5.2
+      http-errors: 2.0.0
+      merge-descriptors: 1.0.3
+      methods: 1.1.2
+      on-finished: 2.4.1
+      parseurl: 1.3.3
+      path-to-regexp: 0.1.12
+      proxy-addr: 2.0.7
+      qs: 6.13.0
+      range-parser: 1.2.1
+      safe-buffer: 5.2.1
+      send: 0.19.0(supports-color@8.1.1)
+      serve-static: 1.16.2(supports-color@8.1.1)
+      setprototypeof: 1.2.0
+      statuses: 2.0.1
+      type-is: 1.6.18
+      utils-merge: 1.0.1
+      vary: 1.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   express@5.1.0(supports-color@8.1.1):
     dependencies:
       accepts: 2.0.0
@@ -30534,6 +30844,8 @@ snapshots:
 
   fflate@0.8.2: {}
 
+  fft.js@4.0.4: {}
+
   figures@3.2.0:
     dependencies:
       escape-string-regexp: 1.0.5
@@ -30572,6 +30884,18 @@ snapshots:
     dependencies:
       to-regex-range: 5.0.1
 
+  finalhandler@1.3.1(supports-color@8.1.1):
+    dependencies:
+      debug: 2.6.9(supports-color@8.1.1)
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      on-finished: 2.4.1
+      parseurl: 1.3.3
+      statuses: 2.0.1
+      unpipe: 1.0.0
+    transitivePeerDependencies:
+      - supports-color
+
   finalhandler@2.1.0(supports-color@8.1.1):
     dependencies:
       debug: 4.4.0(supports-color@8.1.1)
@@ -31695,6 +32019,8 @@ snapshots:
       through: 2.3.8
       wrap-ansi: 6.2.0
 
+  install@0.13.0: {}
+
   internal-slot@1.0.7:
     dependencies:
       es-errors: 1.3.0
@@ -31763,6 +32089,8 @@ snapshots:
       is-alphabetical: 2.0.1
       is-decimal: 2.0.1
 
+  is-any-array@2.0.1: {}
+
   is-array-buffer@3.0.4:
     dependencies:
       call-bind: 1.0.7
@@ -32409,6 +32737,13 @@ snapshots:
 
   lilconfig@2.1.0: {}
 
+  linear-sum-assignment@1.0.7:
+    dependencies:
+      cheminfo-types: 1.8.1
+      install: 0.13.0
+      ml-matrix: 6.12.1
+      ml-spectra-processing: 14.17.1
+
   linebreak@1.1.0:
     dependencies:
       base64-js: 0.0.8
@@ -33126,6 +33461,8 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  media-typer@0.3.0: {}
+
   media-typer@1.1.0: {}
 
   memfs@4.14.1:
@@ -33141,6 +33478,8 @@ snapshots:
 
   memorystream@0.3.1: {}
 
+  merge-descriptors@1.0.3: {}
+
   merge-descriptors@2.0.0: {}
 
   merge-stream@2.0.0: {}
@@ -33155,6 +33494,8 @@ snapshots:
 
   meshoptimizer@0.18.1: {}
 
+  methods@1.1.2: {}
+
   micromark-core-commonmark@1.1.0:
     dependencies:
       decode-named-character-reference: 1.0.2
@@ -33837,6 +34178,36 @@ snapshots:
 
   mkdirp@3.0.1: {}
 
+  ml-array-max@1.2.4:
+    dependencies:
+      is-any-array: 2.0.1
+
+  ml-array-min@1.2.3:
+    dependencies:
+      is-any-array: 2.0.1
+
+  ml-array-rescale@1.3.7:
+    dependencies:
+      is-any-array: 2.0.1
+      ml-array-max: 1.2.4
+      ml-array-min: 1.2.3
+
+  ml-matrix@6.12.1:
+    dependencies:
+      is-any-array: 2.0.1
+      ml-array-rescale: 1.3.7
+
+  ml-spectra-processing@14.17.1:
+    dependencies:
+      binary-search: 1.3.6
+      cheminfo-types: 1.8.1
+      fft.js: 4.0.4
+      is-any-array: 2.0.1
+      ml-matrix: 6.12.1
+      ml-xsadd: 3.0.1
+
+  ml-xsadd@3.0.1: {}
+
   mlly@1.7.4:
     dependencies:
       acorn: 8.14.1
@@ -33933,6 +34304,8 @@ snapshots:
     transitivePeerDependencies:
       - '@types/node'
 
+  mustache@4.2.0: {}
+
   mute-stream@0.0.8: {}
 
   mute-stream@1.0.0: {}
@@ -34009,7 +34382,7 @@ snapshots:
     dependencies:
       js-yaml-loader: 1.2.2
 
-  next-router-mock@0.9.13(next@15.3.3(@babel/core@7.26.10(supports-color@8.1.1))(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4))(react@18.3.1):
+  next-router-mock@0.9.13(next@15.3.3(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4))(react@18.3.1):
     dependencies:
       next: 15.3.3(@babel/core@7.26.10(supports-color@8.1.1))(@opentelemetry/api@1.9.0)(@playwright/test@1.53.0)(babel-plugin-macros@3.1.0)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(sass@1.77.4)
       react: 18.3.1
@@ -34777,6 +35150,8 @@ snapshots:
       lru-cache: 11.0.1
       minipass: 7.1.2
 
+  path-to-regexp@0.1.12: {}
+
   path-to-regexp@6.3.0: {}
 
   path-to-regexp@8.1.0: {}
@@ -35322,6 +35697,10 @@ snapshots:
 
   qs-esm@7.0.2: {}
 
+  qs@6.13.0:
+    dependencies:
+      side-channel: 1.1.0
+
   qs@6.14.0:
     dependencies:
       side-channel: 1.1.0
@@ -35362,6 +35741,13 @@ snapshots:
 
   range-parser@1.2.1: {}
 
+  raw-body@2.5.2:
+    dependencies:
+      bytes: 3.1.2
+      http-errors: 2.0.0
+      iconv-lite: 0.4.24
+      unpipe: 1.0.0
+
   raw-body@3.0.0:
     dependencies:
       bytes: 3.1.2
@@ -37896,6 +38282,11 @@ snapshots:
 
   type-fest@4.30.0: {}
 
+  type-is@1.6.18:
+    dependencies:
+      media-typer: 0.3.0
+      mime-types: 2.1.35
+
   type-is@2.0.1:
     dependencies:
       content-type: 1.0.5
@@ -38349,6 +38740,8 @@ snapshots:
 
   util-deprecate@1.0.2: {}
 
+  utils-merge@1.0.1: {}
+
   uuid@10.0.0: {}
 
   uuid@7.0.3: {}
@@ -38380,6 +38773,10 @@ snapshots:
 
   validate-npm-package-name@5.0.1: {}
 
+  validate.io-array@1.0.6: {}
+
+  validate.io-function@1.0.2: {}
+
   valtio@1.12.0(@types/react@18.3.3)(react@18.3.1):
     dependencies:
       derive-valtio: 0.1.0(valtio@1.12.0(@types/react@18.3.3)(react@18.3.1))
@@ -39159,6 +39556,10 @@ snapshots:
     dependencies:
       zod: 3.25.76
 
+  zod-to-json-schema@3.24.6(zod@3.25.76):
+    dependencies:
+      zod: 3.25.76
+
   zod@3.25.76: {}
 
   zustand@4.4.7(@types/react@18.3.3)(immer@10.1.1)(react@18.3.1):

turbo.json

@@ -88,6 +88,7 @@
         "DEFAULT_PROJECT_NAME",
         "DEFAULT_ORGANIZATION_NAME",
         "OPENAI_API_KEY",
+        "BRAINTRUST_API_KEY",
         "AUTH_JWT_SECRET",
         "LOGFLARE_URL",
         "LOGFLARE_PRIVATE_ACCESS_TOKEN",