diff --git a/api/core/workflow/nodes/base/node.py b/api/core/workflow/nodes/base/node.py
index b7a5e3eeec..25751601b1 100644
--- a/api/core/workflow/nodes/base/node.py
+++ b/api/core/workflow/nodes/base/node.py
@@ -17,6 +17,15 @@ logger = logging.getLogger(__name__)
 
 
 class BaseNode:
+    """BaseNode serves as the foundational class for all node implementations.
+
+    Nodes are allowed to maintain transient states (e.g., `LLMNode` uses the `_file_output`
+    attribute to track files generated by the LLM). However, these states are not persisted
+    when the workflow is suspended or resumed. If a node needs its state to be preserved
+    across workflow suspension and resumption, it should include the relevant state data
+    in its output.
+    """
+
     _node_type: ClassVar[NodeType]
 
     def __init__(
diff --git a/api/libs/helper.py b/api/libs/helper.py
index 00772d530a..c5178d2459 100644
--- a/api/libs/helper.py
+++ b/api/libs/helper.py
@@ -181,6 +181,26 @@ def timezone(timezone_string):
 
 
 def generate_string(n):
+    """
+    Generates a cryptographically secure random string of the specified length.
+
+    This function uses a cryptographically secure pseudorandom number generator (CSPRNG)
+    to create a string composed of ASCII letters (both uppercase and lowercase) and digits.
+
+    Each character in the generated string provides approximately 5.95 bits of entropy
+    (log2(62)). To ensure a minimum of 128 bits of entropy for security purposes, the
+    length of the string (`n`) should be at least 22 characters.
+
+    Args:
+        n (int): The length of the random string to generate. For secure usage,
+                 `n` should be 22 or greater.
+
+    Returns:
+        str: A random string of length `n` composed of ASCII letters and digits.
+
+    Note:
+        This function is suitable for generating credentials or other secure tokens.
+    """
     letters_digits = string.ascii_letters + string.digits
     result = ""
     for i in range(n):