AI Driven Coding Workflow

AI Discussions
1

Software Workflow
Anyone seen something like this Workflow - any comments???

  • The agentic multi-agent tools I have seen have very generic workflows that don’t integrate well

  • I made a low fiction workflow that works at a file level w/ direct calls to API to translate code - and create test to verify requirements.

  • i am so excited about this workflow - and the power of GPT to take an outline and generate code… (I hope my diagram below works :wink:

I have created software development workflow (python script and Makefile) that processed the following flow. I am trying to reduce the friction and allow changes to code to be back-propagated into use case. Right now the python/makefile assemble inputs as prompt for OpenAI API to autogen code and then unit test. Takes a few seconds each iteration to auto-gen code. You need to break code smaller sections to stay within token limit and reduce time to translate.

Coding Standards            Code          
+--------------------+     ┌─────────────┐
| - Coding Standards |────►│             │
+--------------------+     │ def say_hi():
                           │   print("HI")
Process Inputs             │             │
+--------------------+                   │
| - Target Use Case  |     │             │
| - Interface Details|────►│             │
| - Architecture     |     │             │
| - Impl Details     |◄────┤             │
+--------------------+──┐  └──────┬──────┘
                        │         │       
                        │         │       
 ┌────────────────────┐ └───►─────▼──────┐
 │  Test Requirements │◄────┤ Unit Test  │
 └────────────────────┴────►└────────────┘