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Efficient for structured data pipelines

Interactive REPL provides fast feedback

Avoid extremely large datasets in memory

Modular scripts improve maintainability

Use native commands for heavy tasks

Validate input from untrusted sources

Limit execution of system commands

Use proper file permissions for scripts

Avoid exposing sensitive data in pipelines

Audit custom modules for security

Log script execution

Debug pipelines interactively

Monitor REPL session state

Validate module imports

Profile memory and resource usage

Consistent variable and function naming

Use modules and namespaces

Document scripts and pipelines

Test interactively in REPL

Validate structured data transformations