diff --git a/src/core/services/response_middleware.py b/src/core/services/response_middleware.py
index 6140a8d09..a6b67cf19 100644
--- a/src/core/services/response_middleware.py
+++ b/src/core/services/response_middleware.py
@@ -1,6 +1,7 @@
 from __future__ import annotations
 
 import logging
+from uuid import uuid4
 from typing import Any
 
 from src.core.common.exceptions import LoopDetectionError
@@ -106,6 +107,7 @@ class LoopDetectionMiddleware(IResponseMiddleware):
     def __init__(self, loop_detector: ILoopDetector, priority: int = 0) -> None:
         self._loop_detector = loop_detector
         self._accumulated_content: dict[str, str] = {}
+        self._session_aliases: dict[str, str] = {}
         self._priority = priority
 
     @property
@@ -124,9 +126,11 @@ async def process(
         if not response.content:
             return response
 
-        self._accumulated_content.setdefault(session_id, "")
-        self._accumulated_content[session_id] += response.content
-        content = self._accumulated_content[session_id]
+        resolved_session_id = self._resolve_session_id(session_id, context, response)
+
+        self._accumulated_content.setdefault(resolved_session_id, "")
+        self._accumulated_content[resolved_session_id] += response.content
+        content = self._accumulated_content[resolved_session_id]
 
         if len(content) > 100:
             loop_result = await self._loop_detector.check_for_loops(content)
@@ -147,5 +151,42 @@ async def process(
 
     def reset_session(self, session_id: str) -> None:
         """Reset the accumulated content for a session."""
-        if session_id in self._accumulated_content:
-            del self._accumulated_content[session_id]
+        target_session = self._session_aliases.pop(session_id, session_id)
+        if target_session in self._accumulated_content:
+            del self._accumulated_content[target_session]
+
+    def _resolve_session_id(
+        self,
+        session_id: str,
+        context: dict[str, Any] | None,
+        response: Any,
+    ) -> str:
+        """Resolve a stable session identifier for loop detection state."""
+
+        if session_id:
+            resolved = str(session_id)
+        else:
+            resolved = None
+
+        if resolved is None and context:
+            resolved = context.get("stream_id") or context.get(
+                "_loop_detection_session_id"
+            )
+
+        if resolved is None:
+            metadata = getattr(response, "metadata", None)
+            if isinstance(metadata, dict):
+                resolved = metadata.get("stream_id") or metadata.get("session_id")
+
+        if resolved is None:
+            resolved = uuid4().hex
+
+        resolved = str(resolved)
+
+        if context is not None:
+            context.setdefault("_loop_detection_session_id", resolved)
+
+        if session_id and session_id != resolved:
+            self._session_aliases[session_id] = resolved
+
+        return resolved
diff --git a/tests/unit/core/services/test_response_middleware.py b/tests/unit/core/services/test_response_middleware.py
index 280636e9f..b961cbb8a 100644
--- a/tests/unit/core/services/test_response_middleware.py
+++ b/tests/unit/core/services/test_response_middleware.py
@@ -5,7 +5,7 @@
 
 import pytest
 from src.core.common.exceptions import LoopDetectionError
-from src.core.interfaces.loop_detector_interface import ILoopDetector
+from src.core.interfaces.loop_detector_interface import ILoopDetector, LoopDetectionResult
 from src.core.interfaces.response_processor_interface import ProcessedResponse
 from src.core.services.response_middleware import (
     ContentFilterMiddleware,
@@ -127,6 +127,31 @@ def middleware(self, mock_loop_detector):
         """Create a LoopDetectionMiddleware instance."""
         return LoopDetectionMiddleware(mock_loop_detector)
 
+    class _StubLoopDetector(ILoopDetector):
+        """Simple loop detector stub to capture processed content."""
+
+        def __init__(self) -> None:
+            self.calls: list[str] = []
+
+        def is_enabled(self) -> bool:
+            return True
+
+        def process_chunk(self, chunk: str):
+            return None
+
+        def reset(self) -> None:
+            self.calls.clear()
+
+        def get_loop_history(self):
+            return []
+
+        def get_current_state(self):
+            return {}
+
+        async def check_for_loops(self, content: str) -> LoopDetectionResult:
+            self.calls.append(content)
+            return LoopDetectionResult(has_loop=False)
+
     @pytest.mark.asyncio
     async def test_process_no_loop_detected(self, middleware, mock_loop_detector):
         """Test middleware processes normally when no loop is detected."""
@@ -198,9 +223,23 @@ async def test_process_accumulates_content(self, middleware, mock_loop_detector)
         result2 = await middleware.process(response2, "session123", {})
         assert result2 == response2
 
-        # Check that accumulated content was passed to detector
-        args, _kwargs = mock_loop_detector.check_for_loops.call_args
-        assert "Part 1" in args[0] and "Part 2" in args[0]
+    @pytest.mark.asyncio
+    async def test_process_isolates_sessions_without_identifier(self):
+        """Ensure content buffers do not leak between sessions when IDs are missing."""
+
+        detector = self._StubLoopDetector()
+        middleware = LoopDetectionMiddleware(detector)
+
+        content = "A" * 120
+        response_one = ProcessedResponse(content=content)
+        response_two = ProcessedResponse(content=content)
+
+        await middleware.process(response_one, "", {"stream_id": "stream-one"})
+        await middleware.process(response_two, "", {"stream_id": "stream-two"})
+
+        assert len(detector.calls) == 2
+        assert [len(call) for call in detector.calls] == [len(content), len(content)]
+
 
     def test_reset_session(self, middleware):
         """Test resetting session accumulated content."""