diff --git a/run_agent.py b/run_agent.py
index 0e86b5228..26bfd3f4d 100644
--- a/run_agent.py
+++ b/run_agent.py
@@ -5565,7 +5565,7 @@ class AIAgent:
             next_entry = pool.mark_exhausted_and_rotate(status_code=rotate_status, error_context=error_context)
             if next_entry is not None:
                 logger.info(
-                    "Credential %s (billing) — rotated to pool entry %s",
+                    "HTTP %s (billing) — rotated credential to pool entry %s",
                     rotate_status,
                     getattr(next_entry, "id", "?"),
                 )
@@ -5580,7 +5580,7 @@ class AIAgent:
             next_entry = pool.mark_exhausted_and_rotate(status_code=rotate_status, error_context=error_context)
             if next_entry is not None:
                 logger.info(
-                    "Credential %s (rate limit) — rotated to pool entry %s",
+                    "HTTP %s (rate limit) — rotated credential to pool entry %s",
                     rotate_status,
                     getattr(next_entry, "id", "?"),
                 )
@@ -5598,7 +5598,7 @@ class AIAgent:
             next_entry = pool.mark_exhausted_and_rotate(status_code=rotate_status, error_context=error_context)
             if next_entry is not None:
                 logger.info(
-                    "Credential %s (provider overloaded) — rotated to pool entry %s",
+                    "HTTP %s (provider overloaded) — rotated credential to pool entry %s",
                     rotate_status,
                     getattr(next_entry, "id", "?"),
                 )
@@ -5618,7 +5618,7 @@ class AIAgent:
             next_entry = pool.mark_exhausted_and_rotate(status_code=rotate_status, error_context=error_context)
             if next_entry is not None:
                 logger.info(
-                    "Credential %s (auth refresh failed) — rotated to pool entry %s",
+                    "HTTP %s (auth refresh failed) — rotated credential to pool entry %s",
                     rotate_status,
                     getattr(next_entry, "id", "?"),
                 )