Comment by aroussi

OP here. These numbers are definitely in the ballpark. I personally went from having to compact or clear my sessions 10-12 times a day to doing this about once or twice since we've started to use the system. Obviously, results may vary depending on the codebase, task, etc., but because we analyze what can be run in parallel and execute multiple agents to run them, we have significantly reduced the time it takes to develop features.

Every epic gets its own branch. So if multiple developers are working on multiple epics, in most cases, merging back to the main branch will need to be done patiently by humans.

To be clear, I am not suggesting that this is a fix-all system; it is a framework that helped us a lot and should be treated just like any other tool or project management system.