Show HN: Best way to setup a fullstack webapp using AI to get >97% code accuracy

4 points

2 years ago

Best way is to create as much context as you can for your project. Agents do it by prompting you again and but still get lost.

My Solution: A python script that generates code with custom prompts and chaining in following order:

User prompt -> Functional doc -> Technical doc -> Backend code -> Frontend code

Using this approach the script forces the AI to document and save all of its assumptions and code decisions. To increase its accuracy it uses custom prompts and also adds on output of previous steps as context to generate response for next step. Its open source and free available here :- https://github.com/vivek100/oneShotCodeGen

Link to two projects generated via this script: https://github.com/vivek100/oneShotCodeGen/tree/main/example...

PS: This can still make errors, happy to take suggestions on how to improve it.

3 comments