diff --git a/docs/ja/tracing.md b/docs/ja/tracing.md
index e6745d064..307e9330c 100644
--- a/docs/ja/tracing.md
+++ b/docs/ja/tracing.md
@@ -132,8 +132,8 @@ agent = Agent(
 -   [Weights & Biases](https://weave-docs.wandb.ai/guides/integrations/openai_agents)
 -   [Arize-Phoenix](https://docs.arize.com/phoenix/tracing/integrations-tracing/openai-agents-sdk)
 -   [Future AGI](https://docs.futureagi.com/future-agi/products/observability/auto-instrumentation/openai_agents)
--   [MLflow (self-hosted/OSS](https://mlflow.org/docs/latest/tracing/integrations/openai-agent)
--   [MLflow (Databricks hosted](https://docs.databricks.com/aws/en/mlflow/mlflow-tracing#-automatic-tracing)
+-   [MLflow (self-hosted/OSS)](https://mlflow.org/docs/latest/tracing/integrations/openai-agent)
+-   [MLflow (Databricks hosted)](https://docs.databricks.com/aws/en/mlflow/mlflow-tracing#-automatic-tracing)
 -   [Braintrust](https://braintrust.dev/docs/guides/traces/integrations#openai-agents-sdk)
 -   [Pydantic Logfire](https://logfire.pydantic.dev/docs/integrations/llms/openai/#openai-agents)
 -   [AgentOps](https://docs.agentops.ai/v1/integrations/agentssdk)
diff --git a/docs/ko/tracing.md b/docs/ko/tracing.md
index cb9c0bc54..f753c0f7c 100644
--- a/docs/ko/tracing.md
+++ b/docs/ko/tracing.md
@@ -132,8 +132,8 @@ agent = Agent(
 -   [Weights & Biases](https://weave-docs.wandb.ai/guides/integrations/openai_agents)
 -   [Arize-Phoenix](https://docs.arize.com/phoenix/tracing/integrations-tracing/openai-agents-sdk)
 -   [Future AGI](https://docs.futureagi.com/future-agi/products/observability/auto-instrumentation/openai_agents)
--   [MLflow (self-hosted/OSS](https://mlflow.org/docs/latest/tracing/integrations/openai-agent)
--   [MLflow (Databricks hosted](https://docs.databricks.com/aws/en/mlflow/mlflow-tracing#-automatic-tracing)
+-   [MLflow (self-hosted/OSS)](https://mlflow.org/docs/latest/tracing/integrations/openai-agent)
+-   [MLflow (Databricks hosted)](https://docs.databricks.com/aws/en/mlflow/mlflow-tracing#-automatic-tracing)
 -   [Braintrust](https://braintrust.dev/docs/guides/traces/integrations#openai-agents-sdk)
 -   [Pydantic Logfire](https://logfire.pydantic.dev/docs/integrations/llms/openai/#openai-agents)
 -   [AgentOps](https://docs.agentops.ai/v1/integrations/agentssdk)
diff --git a/docs/tracing.md b/docs/tracing.md
index 499ad8c87..8ba20e1f9 100644
--- a/docs/tracing.md
+++ b/docs/tracing.md
@@ -130,8 +130,8 @@ agent = Agent(
 -   [Weights & Biases](https://weave-docs.wandb.ai/guides/integrations/openai_agents)
 -   [Arize-Phoenix](https://docs.arize.com/phoenix/tracing/integrations-tracing/openai-agents-sdk)
 -   [Future AGI](https://docs.futureagi.com/future-agi/products/observability/auto-instrumentation/openai_agents)
--   [MLflow (self-hosted/OSS](https://mlflow.org/docs/latest/tracing/integrations/openai-agent)
--   [MLflow (Databricks hosted](https://docs.databricks.com/aws/en/mlflow/mlflow-tracing#-automatic-tracing)
+-   [MLflow (self-hosted/OSS)](https://mlflow.org/docs/latest/tracing/integrations/openai-agent)
+-   [MLflow (Databricks hosted)](https://docs.databricks.com/aws/en/mlflow/mlflow-tracing#-automatic-tracing)
 -   [Braintrust](https://braintrust.dev/docs/guides/traces/integrations#openai-agents-sdk)
 -   [Pydantic Logfire](https://logfire.pydantic.dev/docs/integrations/llms/openai/#openai-agents)
 -   [AgentOps](https://docs.agentops.ai/v1/integrations/agentssdk)