NumPy's typing support advancements now allow generic arrays to type both shape and dtype, facilitating enhanced static analysis and run-time validation.
Ghost in the shell script: Boffins seek code correctness
Academic researchers propose static analysis techniques to improve reliability and correctness of Unix shell scripts, which often lead to serious bugs.