From 92c4c1e257ce8bee6590a133f36ca6ecce89c9e6 Mon Sep 17 00:00:00 2001
From: dal <dallin@buster.so>
Date: Thu, 7 Aug 2025 11:20:55 -0600
Subject: [PATCH 1/4] Update AI package to use GPT-5 model and add OpenAI SDK
 dependency

---
 packages/ai/package.json                      |  1 +
 .../src/agents/analyst-agent/analyst-agent.ts |  7 ++-
 .../think-and-prep-agent.ts                   |  3 +-
 packages/ai/src/utils/index.ts                |  2 +
 packages/ai/src/utils/models/gpt-5.ts         | 62 +++++++++++++++++++
 .../ai/src/utils/models/providers/openai.ts   | 11 ++++
 pnpm-lock.yaml                                | 38 +++++++-----
 7 files changed, 105 insertions(+), 19 deletions(-)
 create mode 100644 packages/ai/src/utils/models/gpt-5.ts
 create mode 100644 packages/ai/src/utils/models/providers/openai.ts

diff --git a/packages/ai/package.json b/packages/ai/package.json
index 011f1a622..c73478dfa 100644
--- a/packages/ai/package.json
+++ b/packages/ai/package.json
@@ -39,6 +39,7 @@
   "dependencies": {
     "@ai-sdk/anthropic": "^1.2.12",
     "@ai-sdk/google-vertex": "^2.2.27",
+    "@ai-sdk/openai": "^1.3.23",
     "@ai-sdk/provider": "^1.1.3",
     "@buster/access-controls": "workspace:*",
     "@buster/data-source": "workspace:*",
diff --git a/packages/ai/src/agents/analyst-agent/analyst-agent.ts b/packages/ai/src/agents/analyst-agent/analyst-agent.ts
index 2e07be564..43d057486 100644
--- a/packages/ai/src/agents/analyst-agent/analyst-agent.ts
+++ b/packages/ai/src/agents/analyst-agent/analyst-agent.ts
@@ -7,6 +7,7 @@ import {
   modifyDashboards,
   modifyMetrics,
 } from '../../tools';
+import { GPT5 } from '../../utils';
 import { Sonnet4 } from '../../utils/models/sonnet-4';
 
 const DEFAULT_OPTIONS = {
@@ -17,13 +18,17 @@ const DEFAULT_OPTIONS = {
     anthropic: {
       disableParallelToolCalls: true,
     },
+    openai: {
+      parallelToolCalls: false,
+      reasoningEffort: 'minimal',
+    },
   },
 };
 
 export const analystAgent = new Agent({
   name: 'Analyst Agent',
   instructions: '', // We control the system messages in the step at stream instantiation
-  model: Sonnet4,
+  model: GPT5,
   tools: {
     createMetrics,
     modifyMetrics,
diff --git a/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts b/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
index 8ae534050..c1145b0f8 100644
--- a/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
+++ b/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
@@ -6,6 +6,7 @@ import {
   sequentialThinking,
   submitThoughts,
 } from '../../tools';
+import { GPT5 } from '../../utils';
 import { Sonnet4 } from '../../utils/models/sonnet-4';
 
 const DEFAULT_OPTIONS = {
@@ -22,7 +23,7 @@ const DEFAULT_OPTIONS = {
 export const thinkAndPrepAgent = new Agent({
   name: 'Think and Prep Agent',
   instructions: '', // We control the system messages in the step at stream instantiation
-  model: Sonnet4,
+  model: GPT5,
   tools: {
     sequentialThinking,
     executeSql,
diff --git a/packages/ai/src/utils/index.ts b/packages/ai/src/utils/index.ts
index 23e8b3ffd..9af9c0b36 100644
--- a/packages/ai/src/utils/index.ts
+++ b/packages/ai/src/utils/index.ts
@@ -14,8 +14,10 @@ export * from './models/ai-fallback';
 export * from './models/providers/anthropic';
 export * from './models/anthropic-cached';
 export * from './models/providers/vertex';
+export * from './models/providers/openai';
 export * from './models/sonnet-4';
 export * from './models/haiku-3-5';
+export * from './models/gpt-5';
 
 // Streaming utilities
 export * from './streaming';
diff --git a/packages/ai/src/utils/models/gpt-5.ts b/packages/ai/src/utils/models/gpt-5.ts
new file mode 100644
index 000000000..64fe2bba4
--- /dev/null
+++ b/packages/ai/src/utils/models/gpt-5.ts
@@ -0,0 +1,62 @@
+import type { LanguageModelV1 } from '@ai-sdk/provider';
+import { createFallback } from './ai-fallback';
+import { openaiModel } from './providers/openai';
+
+// Lazy initialization to allow mocking in tests
+let _gpt5Instance: ReturnType<typeof createFallback> | null = null;
+
+function initializeGPT5() {
+  if (_gpt5Instance) {
+    return _gpt5Instance;
+  }
+
+  // Build models array based on available credentials
+  const models: LanguageModelV1[] = [];
+
+  // Only include OpenAI if API key is available
+  if (process.env.OPENAI_API_KEY) {
+    try {
+      models.push(openaiModel('gpt-5-2025-08-07'));
+      console.info('GPT5: OpenAI model added to fallback chain');
+    } catch (error) {
+      console.warn('GPT5: Failed to initialize OpenAI model:', error);
+    }
+  }
+
+  // Ensure we have at least one model
+  if (models.length === 0) {
+    throw new Error('No AI models available. Please set OPENAI_API_KEY environment variable.');
+  }
+
+  console.info(`GPT5: Initialized with ${models.length} model(s) in fallback chain`);
+
+  _gpt5Instance = createFallback({
+    models,
+    modelResetInterval: 60000,
+    retryAfterOutput: true,
+    onError: (err) => console.error(`FALLBACK.  Here is the error: ${err}`),
+  });
+
+  return _gpt5Instance;
+}
+
+// Export a proxy that initializes on first use
+export const GPT5 = new Proxy({} as ReturnType<typeof createFallback>, {
+  get(_target, prop) {
+    const instance = initializeGPT5();
+    // Direct property access without receiver to avoid proxy conflicts
+    return instance[prop as keyof typeof instance];
+  },
+  has(_target, prop) {
+    const instance = initializeGPT5();
+    return prop in instance;
+  },
+  ownKeys(_target) {
+    const instance = initializeGPT5();
+    return Reflect.ownKeys(instance);
+  },
+  getOwnPropertyDescriptor(_target, prop) {
+    const instance = initializeGPT5();
+    return Reflect.getOwnPropertyDescriptor(instance, prop);
+  },
+});
diff --git a/packages/ai/src/utils/models/providers/openai.ts b/packages/ai/src/utils/models/providers/openai.ts
new file mode 100644
index 000000000..dc0e44a60
--- /dev/null
+++ b/packages/ai/src/utils/models/providers/openai.ts
@@ -0,0 +1,11 @@
+import { createOpenAI } from '@ai-sdk/openai';
+import { wrapAISDKModel } from 'braintrust';
+
+export const openaiModel = (modelId: string) => {
+  const openai = createOpenAI({
+    apiKey: process.env.OPENAI_API_KEY,
+  });
+
+  // Wrap the model with Braintrust tracing and return it
+  return wrapAISDKModel(openai(modelId));
+};
\ No newline at end of file
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 5a83d58bc..827837662 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -308,10 +308,10 @@ importers:
         version: 49.2.4(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)
       '@platejs/autoformat':
         specifier: 'catalog:'
-        version: 49.0.0(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+        version: 49.0.0(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@platejs/basic-nodes':
         specifier: 'catalog:'
-        version: 49.0.0(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+        version: 49.0.0(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@platejs/basic-styles':
         specifier: ^49.0.0
         version: 49.0.0(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -362,7 +362,7 @@ importers:
         version: 49.2.0(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@platejs/markdown':
         specifier: 'catalog:'
-        version: 49.2.1(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)
+        version: 49.2.1(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)
       '@platejs/math':
         specifier: ^49.0.0
         version: 49.0.0(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
@@ -847,6 +847,9 @@ importers:
       '@ai-sdk/google-vertex':
         specifier: ^2.2.27
         version: 2.2.27(zod@3.25.1)
+      '@ai-sdk/openai':
+        specifier: ^1.3.23
+        version: 1.3.23(zod@3.25.1)
       '@ai-sdk/provider':
         specifier: ^1.1.3
         version: 1.1.3
@@ -1073,13 +1076,13 @@ importers:
         version: link:../vitest-config
       '@platejs/autoformat':
         specifier: 'catalog:'
-        version: 49.0.0(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+        version: 49.0.0(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@platejs/basic-nodes':
         specifier: 'catalog:'
-        version: 49.0.0(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
+        version: 49.0.0(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@platejs/markdown':
         specifier: 'catalog:'
-        version: 49.2.1(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)
+        version: 49.2.1(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)
       platejs:
         specifier: 'catalog:'
         version: 49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1))
@@ -6804,6 +6807,7 @@ packages:
 
   bun@1.2.18:
     resolution: {integrity: sha512-OR+EpNckoJN4tHMVZPaTPxDj2RgpJgJwLruTIFYbO3bQMguLd0YrmkWKYqsiihcLgm2ehIjF/H1RLfZiRa7+qQ==}
+    cpu: [arm64, x64, aarch64]
     os: [darwin, linux, win32]
     hasBin: true
 
@@ -16510,7 +16514,7 @@ snapshots:
 
   '@platejs/ai@49.2.4(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)':
     dependencies:
-      '@platejs/markdown': 49.2.1(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)
+      '@platejs/markdown': 49.2.1(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)
       '@platejs/selection': 49.2.4(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       lodash: 4.17.21
       platejs: 49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1))
@@ -16520,14 +16524,14 @@ snapshots:
       - supports-color
       - typescript
 
-  '@platejs/autoformat@49.0.0(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+  '@platejs/autoformat@49.0.0(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       lodash: 4.17.21
       platejs: 49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1))
       react: 18.3.1
       react-dom: 18.3.1(react@18.3.1)
 
-  '@platejs/basic-nodes@49.0.0(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
+  '@platejs/basic-nodes@49.0.0(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
       platejs: 49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1))
       react: 18.3.1
@@ -16583,7 +16587,7 @@ snapshots:
       html-entities: 2.6.0
       is-hotkey: 0.2.0
       jotai: 2.8.4(@types/react@18.3.23)(react@18.3.1)
-      jotai-optics: 0.4.0(jotai@2.8.4(react@18.3.1))(optics-ts@2.4.1)
+      jotai-optics: 0.4.0(jotai@2.8.4(@types/react@18.3.23)(react@18.3.1))(optics-ts@2.4.1)
       jotai-x: 2.3.3(@types/react@18.3.23)(jotai@2.8.4(@types/react@18.3.23)(react@18.3.1))(react@18.3.1)
       lodash: 4.17.21
       nanoid: 5.1.5
@@ -16594,7 +16598,7 @@ snapshots:
       slate-react: 0.117.1(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)
       use-deep-compare: 1.3.0(react@18.3.1)
       zustand: 5.0.7(@types/react@18.3.23)(immer@10.1.1)(react@18.3.1)(use-sync-external-store@1.5.0(react@18.3.1))
-      zustand-x: 6.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(zustand@5.0.7(immer@10.1.1)(react@18.3.1)(use-sync-external-store@1.5.0(react@18.3.1)))
+      zustand-x: 6.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(zustand@5.0.7(@types/react@18.3.23)(immer@10.1.1)(react@18.3.1)(use-sync-external-store@1.5.0(react@18.3.1)))
     transitivePeerDependencies:
       - '@types/react'
       - immer
@@ -16685,7 +16689,7 @@ snapshots:
       react: 18.3.1
       react-dom: 18.3.1(react@18.3.1)
 
-  '@platejs/markdown@49.2.1(platejs@49.2.4(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)':
+  '@platejs/markdown@49.2.1(platejs@49.2.4(@types/react@18.3.23)(immer@10.1.1)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(slate-dom@0.116.0(slate@0.117.0))(slate@0.117.0)(use-sync-external-store@1.5.0(react@18.3.1)))(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3)':
     dependencies:
       marked: 15.0.12
       mdast-util-math: 3.0.0
@@ -19242,14 +19246,14 @@ snapshots:
       msw: 2.10.4(@types/node@20.19.4)(typescript@5.8.3)
       vite: 6.3.5(@types/node@20.19.4)(jiti@2.4.2)(lightningcss@1.30.1)(sass@1.89.2)(terser@5.43.1)(tsx@4.20.3)(yaml@2.8.0)
 
-  '@vitest/mocker@3.2.4(msw@2.10.4(@types/node@24.0.10)(typescript@5.8.3))(vite@6.3.5(@types/node@20.19.4)(jiti@2.4.2)(lightningcss@1.30.1)(sass@1.89.2)(terser@5.43.1)(tsx@4.20.3)(yaml@2.8.0))':
+  '@vitest/mocker@3.2.4(msw@2.10.4(@types/node@24.0.10)(typescript@5.8.3))(vite@6.3.5(@types/node@24.0.10)(jiti@2.4.2)(lightningcss@1.30.1)(sass@1.89.2)(terser@5.43.1)(tsx@4.20.3)(yaml@2.8.0))':
     dependencies:
       '@vitest/spy': 3.2.4
       estree-walker: 3.0.3
       magic-string: 0.30.17
     optionalDependencies:
       msw: 2.10.4(@types/node@24.0.10)(typescript@5.8.3)
-      vite: 6.3.5(@types/node@20.19.4)(jiti@2.4.2)(lightningcss@1.30.1)(sass@1.89.2)(terser@5.43.1)(tsx@4.20.3)(yaml@2.8.0)
+      vite: 6.3.5(@types/node@24.0.10)(jiti@2.4.2)(lightningcss@1.30.1)(sass@1.89.2)(terser@5.43.1)(tsx@4.20.3)(yaml@2.8.0)
 
   '@vitest/pretty-format@2.0.5':
     dependencies:
@@ -22554,7 +22558,7 @@ snapshots:
 
   jose@5.10.0: {}
 
-  jotai-optics@0.4.0(jotai@2.8.4(react@18.3.1))(optics-ts@2.4.1):
+  jotai-optics@0.4.0(jotai@2.8.4(@types/react@18.3.23)(react@18.3.1))(optics-ts@2.4.1):
     dependencies:
       jotai: 2.8.4(@types/react@18.3.23)(react@18.3.1)
       optics-ts: 2.4.1
@@ -26578,7 +26582,7 @@ snapshots:
     dependencies:
       '@types/chai': 5.2.2
       '@vitest/expect': 3.2.4
-      '@vitest/mocker': 3.2.4(msw@2.10.4(@types/node@24.0.10)(typescript@5.8.3))(vite@6.3.5(@types/node@20.19.4)(jiti@2.4.2)(lightningcss@1.30.1)(sass@1.89.2)(terser@5.43.1)(tsx@4.20.3)(yaml@2.8.0))
+      '@vitest/mocker': 3.2.4(msw@2.10.4(@types/node@24.0.10)(typescript@5.8.3))(vite@6.3.5(@types/node@24.0.10)(jiti@2.4.2)(lightningcss@1.30.1)(sass@1.89.2)(terser@5.43.1)(tsx@4.20.3)(yaml@2.8.0))
       '@vitest/pretty-format': 3.2.4
       '@vitest/runner': 3.2.4
       '@vitest/snapshot': 3.2.4
@@ -26985,7 +26989,7 @@ snapshots:
 
   zod@3.25.1: {}
 
-  zustand-x@6.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(zustand@5.0.7(immer@10.1.1)(react@18.3.1)(use-sync-external-store@1.5.0(react@18.3.1))):
+  zustand-x@6.1.0(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(scheduler@0.23.2)(zustand@5.0.7(@types/react@18.3.23)(immer@10.1.1)(react@18.3.1)(use-sync-external-store@1.5.0(react@18.3.1))):
     dependencies:
       immer: 10.1.1
       lodash.mapvalues: 4.6.0

From 9cafd4e0ffb7142adb740d5a72b60c0edcd13238 Mon Sep 17 00:00:00 2001
From: dal <dallin@buster.so>
Date: Thu, 7 Aug 2025 12:22:16 -0600
Subject: [PATCH 2/4] remove max tokens

---
 packages/ai/src/agents/analyst-agent/analyst-agent.ts            | 1 -
 .../ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts   | 1 -
 2 files changed, 2 deletions(-)

diff --git a/packages/ai/src/agents/analyst-agent/analyst-agent.ts b/packages/ai/src/agents/analyst-agent/analyst-agent.ts
index 43d057486..c9c18f1e3 100644
--- a/packages/ai/src/agents/analyst-agent/analyst-agent.ts
+++ b/packages/ai/src/agents/analyst-agent/analyst-agent.ts
@@ -13,7 +13,6 @@ import { Sonnet4 } from '../../utils/models/sonnet-4';
 const DEFAULT_OPTIONS = {
   maxSteps: 18,
   temperature: 0,
-  maxTokens: 10000,
   providerOptions: {
     anthropic: {
       disableParallelToolCalls: true,
diff --git a/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts b/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
index c1145b0f8..bd3b95faf 100644
--- a/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
+++ b/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
@@ -12,7 +12,6 @@ import { Sonnet4 } from '../../utils/models/sonnet-4';
 const DEFAULT_OPTIONS = {
   maxSteps: 18,
   temperature: 0,
-  maxTokens: 10000,
   providerOptions: {
     anthropic: {
       disableParallelToolCalls: true,

From 5bc3feb6f7a9d559d93445564950066d37e2ccd7 Mon Sep 17 00:00:00 2001
From: dal <dallin@buster.so>
Date: Thu, 7 Aug 2025 12:23:15 -0600
Subject: [PATCH 3/4] no temp

---
 packages/ai/src/agents/analyst-agent/analyst-agent.ts            | 1 -
 .../ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts   | 1 -
 2 files changed, 2 deletions(-)

diff --git a/packages/ai/src/agents/analyst-agent/analyst-agent.ts b/packages/ai/src/agents/analyst-agent/analyst-agent.ts
index c9c18f1e3..a5cb0f96f 100644
--- a/packages/ai/src/agents/analyst-agent/analyst-agent.ts
+++ b/packages/ai/src/agents/analyst-agent/analyst-agent.ts
@@ -12,7 +12,6 @@ import { Sonnet4 } from '../../utils/models/sonnet-4';
 
 const DEFAULT_OPTIONS = {
   maxSteps: 18,
-  temperature: 0,
   providerOptions: {
     anthropic: {
       disableParallelToolCalls: true,
diff --git a/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts b/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
index bd3b95faf..f6cc29eb5 100644
--- a/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
+++ b/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
@@ -11,7 +11,6 @@ import { Sonnet4 } from '../../utils/models/sonnet-4';
 
 const DEFAULT_OPTIONS = {
   maxSteps: 18,
-  temperature: 0,
   providerOptions: {
     anthropic: {
       disableParallelToolCalls: true,

From 290b6988077e764d4834f3f41804900a639c8b60 Mon Sep 17 00:00:00 2001
From: dal <dallin@buster.so>
Date: Thu, 7 Aug 2025 12:27:59 -0600
Subject: [PATCH 4/4] temp 1

---
 packages/ai/src/agents/analyst-agent/analyst-agent.ts            | 1 +
 .../ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts   | 1 +
 2 files changed, 2 insertions(+)

diff --git a/packages/ai/src/agents/analyst-agent/analyst-agent.ts b/packages/ai/src/agents/analyst-agent/analyst-agent.ts
index a5cb0f96f..ac5d0d32d 100644
--- a/packages/ai/src/agents/analyst-agent/analyst-agent.ts
+++ b/packages/ai/src/agents/analyst-agent/analyst-agent.ts
@@ -12,6 +12,7 @@ import { Sonnet4 } from '../../utils/models/sonnet-4';
 
 const DEFAULT_OPTIONS = {
   maxSteps: 18,
+  temperature: 1,
   providerOptions: {
     anthropic: {
       disableParallelToolCalls: true,
diff --git a/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts b/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
index f6cc29eb5..9bd4f2179 100644
--- a/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
+++ b/packages/ai/src/agents/think-and-prep-agent/think-and-prep-agent.ts
@@ -11,6 +11,7 @@ import { Sonnet4 } from '../../utils/models/sonnet-4';
 
 const DEFAULT_OPTIONS = {
   maxSteps: 18,
+  temperature: 1,
   providerOptions: {
     anthropic: {
       disableParallelToolCalls: true,