- Use more precise type annotations with Sequence and Mapping for task entities.
- Ensure raw_prompt is assigned properly after replacement in advanced prompt transform.
- Remove unused generator return type from _fetch_context method.
- Refactor tool node file handling to retrieve more comprehensive file attributes, ensuring file existence validation in the database.