Used Bash to run development tools and multiline Python scripts throughout implementation. The shell executed the recorded commands and reported their exit results. Failures shown were missing interpreter naming, application tests and schema-script assumptions rather than shell defects.
- What worked
- Supported command execution and scripted development operations through final validation.