diff --git a/ROADMAP.md b/ROADMAP.md
index 8958c7e..c8b0a08 100644
--- a/ROADMAP.md
+++ b/ROADMAP.md
@@ -12,6 +12,7 @@ The development progress and future plans for PageAgent.
 - [x] **Landing and doc pages**
 - [x] **Remove ai-sdk** - Only one function is being used
 - [ ] **Robust LLM output**
+- [ ] **Working homepage with live LLM API**
 - [ ] **Hooks for Task and HITL**
 - [ ] **Hijacking `page_open` event**
 - [ ] **Custom knowledge base and instructions**
@@ -20,7 +21,6 @@ The development progress and future plans for PageAgent.
 - [ ] **Custom actions**
 - [ ] **Optimize for popular UI frameworks**
 - [ ] **Free evaluation plan?**
-- [ ] **Working homepage with live LLM API**
 - [ ] **free CDN**
 - [ ] **Testing suits**
 - [ ] **Support custom llm fetch**
diff --git a/src/llms/OpenAIClient.ts b/src/llms/OpenAIClient.ts
index 0c4a041..7bd389b 100644
--- a/src/llms/OpenAIClient.ts
+++ b/src/llms/OpenAIClient.ts
@@ -27,6 +27,7 @@ export class OpenAIClient implements LLMClient {
 		const openaiTools = Object.entries(tools).map(([name, tool]) => zodToOpenAITool(name, tool))
 
 		// 2. Detect if Claude (auto-compatibility)
+		// TODO: Gemini also uses slightly different format than OpenAI
 		const isClaude = this.config.model.toLowerCase().startsWith('claude')
 
 		// 3. Call API
diff --git a/src/llms/index.ts b/src/llms/index.ts
index 6e6c9c5..e549012 100644
--- a/src/llms/index.ts
+++ b/src/llms/index.ts
@@ -31,8 +31,6 @@
  * - 永远使用 tool call 来返回结构化数据，禁止模型直接返回（视为出错）
  * - 不能假设 tool 参数合法，必须有修复机制，而且修复也应该使用 tool call 返回
  */
-import chalk from 'chalk'
-
 import type { LLMConfig } from '@/config'
 import { parseLLMConfig } from '@/config'
 import { EventBus, getEventBus } from '@/utils/bus'
@@ -79,8 +77,6 @@ export class LLM {
 			async () => {
 				const result = await this.client.invoke(messages, tools, abortSignal)
 
-				console.log(chalk.blue.bold('LLM:invoke finished'), result)
-
 				return result
 			},
 			// retry settings