Original Reddit post

So I’ve been building some ai pipelines for my business. Mostly media generation pipelines and music generation pipelines. I have a very basic understanding of code, but have been reading a lot on these forums and on the Codex subreddit as well. I had Claude build me the image generation pipeline, and it started to work pretty well, and it didn’t take too long, but I kept on having to tell it to add features over and over again. I got frustrated because I was hoping that it would just understand what a full version would look like and create it. I kept having to add basic features so that it could build upon itself or hook things up to my database. So I kept on hearing about adversarial review and having Claude orchestrate the workflow to Codex. I told Claude to do that, and Codex went off the deep end and spent two weeks building out enterprise security and features that I wasn’t even gonna use, added over 200 nodes to n8n for like security and like legalities and stuff. But that’s the problem that I’m finding is that Codex went too hard in the other direction doing things that don’t even matter and that Claude doesn’t build or doesn’t think about the right version right away and I keep having to tell it to add features over and over and over again. Could anybody help me with how to approach this? submitted by /u/DeviceCapital7041

Originally posted by u/DeviceCapital7041 on r/ClaudeCode