diff --git a/PyTorch-OSS-benchmark-infra.md b/PyTorch-OSS-benchmark-infra.md
index cff625f..edf5d30 100644
--- a/PyTorch-OSS-benchmark-infra.md
+++ b/PyTorch-OSS-benchmark-infra.md
@@ -302,9 +302,9 @@ The list of available benchmarks at the moment are:
 
 Here is the Bento notebook N7397718 to illustrate some use cases from TorchInductor benchmark.
 
-### TorchAgent
+### Flambeau
 
-To explore the benchmark database, we recommend using https://hud.pytorch.org/torchagent. You'll need write access to PyTorch to use the agent. The tool incorporates our [clickhouse-mcp](https://github.com/izaitsevfb/clickhouse-mcp) for database exploration.
+To explore the benchmark database, we recommend using https://hud.pytorch.org/flambeau. You'll need write access to PyTorch to use the agent. The tool incorporates our [clickhouse-mcp](https://github.com/izaitsevfb/clickhouse-mcp) for database exploration.
 
 For example, you can use this prompt to list available benchmarks: `List all the benchmark names from different GitHub repositories from Jun 10th to Jun 16th. List each name only once`