The variable name _get_agent_input_type is defined but then the implementation raises NotImplementedError. While this is intentional as a template, the guide should clarify earlier that functions with NotImplementedError are meant to be implemented by the user for their specific framework, not left as-is.

The streaming example shows yielding result directly (line 667) but earlier in the same function, the execute method returns a UiPathRuntimeResult. The placeholder implementation should clarify whether this is intentionally showing a fallback or if it should construct a proper result object.

Missing method definition: _get_final_result() is called at line 866 but is never defined in the runtime class. This method needs to be implemented or the guide should show how to track the final result during streaming (e.g., storing it in an instance variable during the stream loop).

Missing method definitions: The HITL example at lines 1094-1116 shows methods _handle_suspension() and _handle_resume() but these are shown as standalone code snippets with comment "# In runtime.py - extend execute() and stream()". The guide should clarify where in the runtime class these methods should be added, and show them with proper indentation as class methods.

The conditional check isinstance(obj, type) is incorrect logic. If obj is a type (class), it IS callable, so the or condition would make the entire check always pass when obj is a type. This would cause class types to fall through to the next section where obj() is called, which is correct for instantiating a class. However, the comment says "Direct instance - return as-is", which contradicts returning a class type as-is. The logic should likely be if not callable(obj) to handle direct instances, or the comment should be updated to clarify that classes are also instantiated.

The validation section references test functions that check for path security ("test_loader_rejects_path_outside_cwd") but this uses await without being defined as an async function. The test function should be decorated with @pytest.mark.asyncio or defined as async def test_loader_rejects_path_outside_cwd():.

The table structure shows OpenAI Agents with Agent[Context] generic parameter, but the input detection example later (line 470) uses get_args(agent.__orig_class__)[0] which only works for instances of generic classes, not all Agent definitions. This should clarify that this only applies when the agent is an instance of a generic Agent class.

Incomplete SQLite initialization: The storage class initializes with WAL mode and NORMAL synchronous mode, but doesn't handle the case where the database file's parent directory doesn't exist. This could cause a runtime error. Consider adding directory creation or documenting this requirement.

The test creates a UiPathResumeTrigger with incomplete parameters (line 1154 shows UiPathResumeTrigger(interrupt_id="int-1", ...)). The ellipsis should be replaced with the actual required fields, or the comment should note which fields are required. This makes the example non-functional as written.

Missing helper methods referenced: The code at line 1131 calls self._supports_hitl() and line 1133 calls self._create_trigger_manager(), but these methods are never defined or shown in the factory implementation. These should either be implemented in the complete factory example or documented as framework-specific helpers that need to be added.