How can you prevent an auto-coding model from creating excessive imports during real-time pair programming

Question

Can you tell me How can you prevent an auto-coding model from creating excessive imports during real-time pair programming?

Answer 1

To prevent an auto-coding model from generating excessive imports by enforcing dependency analysis, implementing lint-based import checks, using prompt constraints, and applying redundancy pruning in real time.

Here is the code snippet you can refer to:

​In the above code we are using the following key points:

• AST-Based Import Cleaning: Removes unused or excessive imports dynamically.
• Structured Prompting for Import Constraints: Guides the AI model to limit unnecessary dependencies.
• Post-Processing Cleanup: Ensures only relevant imports remain.
• Temperature Optimization (0.5): Balances creativity with logical consistency.
• Best Practices Enforcement: Promotes clean and efficient code generation.

Hence, preventing excessive imports in an auto-coding model requires structured prompting, dependency analysis, AST-based pruning, and redundancy elimination to maintain clean and efficient real-time pair programming.