When developing a prompt-only coding web app, several common challenges arise:
-
Selecting an appropriate language model: Choosing a powerful and accurate model capable of understanding and generating code is crucial[1][2].
-
Prompt engineering: Crafting effective prompts that yield accurate code responses is challenging and requires ongoing optimization[5].
-
Ensuring code quality and security: Generated code may contain errors or security vulnerabilities, necessitating robust validation and review processes[2][3].
-
Managing performance and scalability: Handling potentially high volumes of requests and ensuring quick response times can be technically demanding[2][3].