diff --git a/backend/app/registry_client.py b/backend/app/registry_client.py
index df66139..f6b07d5 100644
--- a/backend/app/registry_client.py
+++ b/backend/app/registry_client.py
@@ -269,8 +269,18 @@ class PyPIRegistryClient(RegistryClient):
                 return None
 
             # Parse constraint
+            # If constraint looks like a bare version (no operator), treat as exact match
+            # e.g., "2025.10.5" -> "==2025.10.5"
+            effective_constraint = constraint
+            if constraint and constraint[0].isdigit():
+                effective_constraint = f"=={constraint}"
+                logger.debug(
+                    f"Bare version '{constraint}' for {normalized}, "
+                    f"treating as exact match '{effective_constraint}'"
+                )
+
             try:
-                specifier = SpecifierSet(constraint)
+                specifier = SpecifierSet(effective_constraint)
             except InvalidSpecifier:
                 # Invalid constraint - treat as wildcard
                 logger.warning(
diff --git a/backend/tests/unit/test_registry_client.py b/backend/tests/unit/test_registry_client.py
index 1938d08..045effc 100644
--- a/backend/tests/unit/test_registry_client.py
+++ b/backend/tests/unit/test_registry_client.py
@@ -176,6 +176,42 @@ class TestPyPIRegistryClient:
 
         assert result is None
 
+    @pytest.mark.asyncio
+    async def test_resolve_constraint_bare_version(self, client, mock_http_client):
+        """Test resolving bare version string as exact match."""
+        mock_response = MagicMock()
+        mock_response.status_code = 200
+        mock_response.json.return_value = {
+            "info": {"version": "2.0.0"},
+            "releases": {
+                "1.0.0": [
+                    {
+                        "packagetype": "bdist_wheel",
+                        "url": "https://files.pythonhosted.org/test-1.0.0.whl",
+                        "filename": "test-1.0.0.whl",
+                        "digests": {"sha256": "abc123"},
+                        "size": 1000,
+                    }
+                ],
+                "2.0.0": [
+                    {
+                        "packagetype": "bdist_wheel",
+                        "url": "https://files.pythonhosted.org/test-2.0.0.whl",
+                        "filename": "test-2.0.0.whl",
+                        "digests": {"sha256": "def456"},
+                        "size": 2000,
+                    }
+                ],
+            },
+        }
+        mock_http_client.get.return_value = mock_response
+
+        # Bare version "1.0.0" should resolve to exactly 1.0.0, not latest
+        result = await client.resolve_constraint("test-package", "1.0.0")
+
+        assert result is not None
+        assert result.version == "1.0.0"
+
 
 class TestVersionInfo:
     """Tests for VersionInfo dataclass."""