diff --git a/llms.txt b/llms.txt
index 97e83563c1..3751efe191 100644
--- a/llms.txt
+++ b/llms.txt
@@ -170,7 +170,7 @@ Happy Agent Building!
 - [Custom agents](https://github.com/google/adk-docs/blob/main/docs/agents/custom-agents.md)
 - [Agents](https://github.com/google/adk-docs/blob/main/docs/agents/index.md)
 - [LLM Agent](https://github.com/google/adk-docs/blob/main/docs/agents/llm-agents.md)
-- [Using Different Models with ADK](https://github.com/google/adk-docs/blob/main/docs/agents/models.md)
+- [Using Different Models with ADK](https://github.com/google/adk-docs/blob/main/docs/agents/models/index.md)
 - [Multi-Agent Systems in ADK](https://github.com/google/adk-docs/blob/main/docs/agents/multi-agents.md)
 - [Workflow Agents](https://github.com/google/adk-docs/blob/main/docs/agents/workflow-agents/index.md)
 - [Loop agents](https://github.com/google/adk-docs/blob/main/docs/agents/workflow-agents/loop-agents.md)
@@ -184,7 +184,7 @@ Happy Agent Building!
 - [Community Resources](https://github.com/google/adk-docs/blob/main/docs/community.md)
 - [Context](https://github.com/google/adk-docs/blob/main/docs/context/index.md)
 - [1. [`google/adk-python`](https://github.com/google/adk-python)](https://github.com/google/adk-docs/blob/main/docs/contributing-guide.md)
-- [Deploy to Vertex AI Agent Engine](https://github.com/google/adk-docs/blob/main/docs/deploy/agent-engine.md)
+- [Deploy to Vertex AI Agent Engine](https://github.com/google/adk-docs/blob/main/docs/deploy/agent-engine/index.md)
 - [Deploy to Cloud Run](https://github.com/google/adk-docs/blob/main/docs/deploy/cloud-run.md)
 - [Deploy to GKE](https://github.com/google/adk-docs/blob/main/docs/deploy/gke.md)
 - [Deploying Your Agent](https://github.com/google/adk-docs/blob/main/docs/deploy/index.md)
@@ -197,7 +197,7 @@ Happy Agent Building!
 - [Streaming Quickstarts](https://github.com/google/adk-docs/blob/main/docs/get-started/streaming/index.md)
 - [Quickstart (Streaming / Java) {#adk-streaming-quickstart-java}](https://github.com/google/adk-docs/blob/main/docs/get-started/streaming/quickstart-streaming-java.md)
 - [Quickstart (Streaming / Python) {#adk-streaming-quickstart}](https://github.com/google/adk-docs/blob/main/docs/get-started/streaming/quickstart-streaming.md)
-- [Testing your Agents](https://github.com/google/adk-docs/blob/main/docs/get-started/testing.md)
+- [Testing your Agents](https://github.com/google/adk-docs/blob/main/docs/runtime/api-server.md)
 - [What is Agent Development Kit?](https://github.com/google/adk-docs/blob/main/docs/index.md)
 - [Model Context Protocol (MCP)](https://github.com/google/adk-docs/blob/main/docs/mcp/index.md)
 - [Agent Observability with Arize AX](https://github.com/google/adk-docs/blob/main/docs/observability/arize-ax.md)
@@ -210,19 +210,16 @@ Happy Agent Building!
 - [Session: Tracking Individual Conversations](https://github.com/google/adk-docs/blob/main/docs/sessions/session.md)
 - [State: The Session's Scratchpad](https://github.com/google/adk-docs/blob/main/docs/sessions/state.md)
 - [Configurating streaming behaviour](https://github.com/google/adk-docs/blob/main/docs/streaming/configuration.md)
-- [Custom Audio Streaming app (WebSocket) {#custom-streaming-websocket}](https://github.com/google/adk-docs/blob/main/docs/streaming/custom-streaming-ws.md)
-- [Custom Audio Streaming app (SSE) {#custom-streaming}](https://github.com/google/adk-docs/blob/main/docs/streaming/custom-streaming.md)
 - [ADK Bidi-streaming development guide: Part 1 - Introduction](https://github.com/google/adk-docs/blob/main/docs/streaming/dev-guide/part1.md)
 - [Bidi-streaming(live) in ADK](https://github.com/google/adk-docs/blob/main/docs/streaming/index.md)
 - [Streaming Tools](https://github.com/google/adk-docs/blob/main/docs/streaming/streaming-tools.md)
-- [Authenticating with Tools](https://github.com/google/adk-docs/blob/main/docs/tools/authentication.md)
-- [Built-in tools](https://github.com/google/adk-docs/blob/main/docs/tools/built-in-tools.md)
-- [Function tools](https://github.com/google/adk-docs/blob/main/docs/tools/function-tools.md)
-- [Google Cloud Tools](https://github.com/google/adk-docs/blob/main/docs/tools/google-cloud-tools.md)
+- [Authenticating with Tools](https://github.com/google/adk-docs/blob/main/docs/tools-custom/authentication.md)
+- [Built-in tools](https://github.com/google/adk-docs/blob/main/docs/tools/index.md)
+- [Function tools](https://github.com/google/adk-docs/blob/main/docs/tools-custom/function-tools.md)
+- [Google Cloud Tools](https://github.com/google/adk-docs/blob/main/docs/tools/google-cloud/application-integration.md)
 - [Tools](https://github.com/google/adk-docs/blob/main/docs/tools/index.md)
-- [Model Context Protocol Tools](https://github.com/google/adk-docs/blob/main/docs/tools/mcp-tools.md)
-- [OpenAPI Integration](https://github.com/google/adk-docs/blob/main/docs/tools/openapi-tools.md)
-- [Third Party Tools](https://github.com/google/adk-docs/blob/main/docs/tools/third-party-tools.md)
+- [Model Context Protocol Tools](https://github.com/google/adk-docs/blob/main/docs/tools-custom/mcp-tools.md)
+- [Third Party Tools](https://github.com/google/adk-docs/blob/main/docs/tools/third-party/index.md)
 - [Build Your First Intelligent Agent Team: A Progressive Weather Bot with ADK](https://github.com/google/adk-docs/blob/main/docs/tutorials/agent-team.md)
 - [ADK Tutorials!](https://github.com/google/adk-docs/blob/main/docs/tutorials/index.md)
 - [Python API Reference](https://github.com/google/adk-docs/blob/main/docs/api-reference/python/)