I've developed a system that checks out a git repo into a docker compose container, tells claude to read a feature story, then implement it with --dangerously-skip-permissions turned on within the container. It work well enough.

I think it's another workflow, that might suit your needs, but I think the real magic continues to be in the model. Similarly, I'm sure Claudia adds some nice window dressing.

Eventually folks will settle in on some local maxima for interaction and software development with LLMs. Who know what it will look like? It'd be nice if whatever comes next bumps the industry out of the current scrum and sprint style workflows, if only to break folks out of the theatrics of these software personas and rituals.

Here's my WIP: https://github.com/astral-drama/filter

I’ve used something similar, it’s a good workflow!