> We adopted a pragmatic approach: maintain the Ruby code but only port functionality to Haskell when we could add meaningful value in the process. This meant our Ruby codebase gradually became legacy code, maintained but not actively developed. This transition — which we expected to take a couple of years — has now stretched into its seventh year. > > Here’s where the Clean Architecture approach began to work against us. As we hired more Haskell-focused developers and our institutional knowledge of Ruby faded, those carefully crafted abstraction layers became archaeological puzzles. Reverse-engineering what a piece of code actually did — especially complex, multi-step operations with side effects — became a nightmare.