diff --git a/src/docs.json b/src/docs.json
index 96473b4ff1..7679765cc6 100644
--- a/src/docs.json
+++ b/src/docs.json
@@ -895,7 +895,6 @@
                         "langsmith/trace-openai",
                         "langsmith/trace-with-autogen",
                         "langsmith/trace-claude-agent-sdk",
-                        "langsmith/trace-claude-code",
                         "langsmith/trace-with-crewai",
                         "langsmith/trace-with-google-adk",
                         "langsmith/trace-with-instructor",
diff --git a/src/langsmith/trace-claude-code.mdx b/src/langsmith/trace-claude-code.mdx
deleted file mode 100644
index 48694c7599..0000000000
--- a/src/langsmith/trace-claude-code.mdx
+++ /dev/null
@@ -1,43 +0,0 @@
----
-title: Trace Claude Code
-sidebarTitle: Claude Code
----
-
-[Claude Code](https://code.claude.com/docs/en/overview) is one of the most impressive and useful AI coding tools to date. Claude code emits events for monitoring and observability. LangSmith can collect and display these events to give you a full detailed log on what Claude Code does under the hood.
-
-## Quick Start
-
-You can integrate LangSmith tracing with Claude Code by setting the following environment variables in the environment in which you run Claude Code.
-
-```bash
-# Enables Claude Code to emit OTEL events
-export CLAUDE_CODE_ENABLE_TELEMETRY=1
-
-# Sets the output format to use Open Telemetry Protocol
-export OTEL_LOGS_EXPORTER=otlp
-
-# LangSmith ingests JSON format events
-export OTEL_EXPORTER_OTLP_LOGS_PROTOCOL=http/json
-
-# Claude Code Logs are translated to Spans by LangSmith
-export OTEL_EXPORTER_OTLP_LOGS_ENDPOINT=https://api.smith.langchain.com/otel/v1/claude_code
-
-# Pass your API key and desired tracing project through headers
-export OTEL_EXPORTER_OTLP_HEADERS="x-api-key=<api-key>,Langsmith-Project=<project-name>"
-
-# Set this to true in order to log the input user prompts
-export OTEL_LOG_USER_PROMPTS=1
-
-# Once these are set, start Claude Code, and events will be traced to LangSmith
-claude
-```
-
-<Note>
-Claude Code emits [open telemetry standard events](https://code.claude.com/docs/en/monitoring-usage#events) for monitoring usage, but this does not include the actual prompts and messages that go to the LLM.
-</Note>
-
-<Note>
-If you're self-hosting LangSmith, replace the base endpoint with your LangSmith api endpoint and append `/api/v1`. For example: `OTEL_EXPORTER_OTLP_LOGS_ENDPOINT=https://ai-company.com/api/v1/otel/v1/claude_code`
-</Note>
-
-![Claude Code Trace](/langsmith/images/claude-code-trace.png)
diff --git a/src/langsmith/trace-with-livekit.mdx b/src/langsmith/trace-with-livekit.mdx
index 8bfab812b4..a5f0f516dc 100644
--- a/src/langsmith/trace-with-livekit.mdx
+++ b/src/langsmith/trace-with-livekit.mdx
@@ -154,7 +154,9 @@ Run your voice agent in console mode for local testing:
 python agent.py console
 ```
 
-Your agent will start and connect to LiveKit. Speak through your microphone, and all conversation traces will automatically appear in LangSmith. View the complete [agent.py code](https://github.com/langchain-ai/voice-agents-tracing/blob/main/livekit/agent.py).
+Your agent will start and connect to LiveKit. Speak through your microphone, and all traces will automatically appear in LangSmith. Here is an example of a trace in LangSmith: [LangSmith trace with LiveKit](https://smith.langchain.com/public/0f583c03-6d2a-4a2c-a043-9588e387cb55/r)
+
+View the complete [agent.py code](https://github.com/langchain-ai/voice-agents-tracing/blob/main/livekit/agent.py).
 
 
 ## Advanced usage
diff --git a/src/langsmith/trace-with-pipecat.mdx b/src/langsmith/trace-with-pipecat.mdx
index 0eaaefdb83..cc9c9516f1 100644
--- a/src/langsmith/trace-with-pipecat.mdx
+++ b/src/langsmith/trace-with-pipecat.mdx
@@ -160,7 +160,9 @@ Run your voice agent:
 python agent.py
 ```
 
-Speak to the agent through your microphone. All conversation traces will automatically appear in LangSmith. View the complete [agent.py code](https://github.com/langchain-ai/voice-agents-tracing/blob/main/pipecat/agent.py).
+Speak to the agent through your microphone. All traces will automatically appear in LangSmith. Here is an example of a trace in LangSmith: [LangSmith trace with Pipecat](https://smith.langchain.com/public/07721f41-cd27-413e-bc79-90bd23b6807d/r).
+
+View the complete [agent.py code](https://github.com/langchain-ai/voice-agents-tracing/blob/main/pipecat/agent.py).
 
 
 ## Advanced usage
@@ -298,7 +300,7 @@ finally:
 
 If traces aren't showing up in LangSmith:
 
-1. **Verify environment variables**: Ensure `OTEL_EXPORTER_OTLP_ENDPOINT` and `OTEL_EXPORTER_OTLP_HEADERS` are set correctly in your `.env` file
+1. **Verify environment variables**: Ensure `OTEL_EXPORTER_OTLP_ENDPOINT` and `OTEL_EXPORTER_OTLP_HEADERS` are set correctly in your `.env` file.
 2. **Check API key**: Confirm your LangSmith API key has write permissions.
 3. **Verify import**: Make sure you're importing `span_processor` from `langsmith_processor.py`.
 4. **Check .env loading**: Ensure `load_dotenv()` is called before importing Pipecat components.