## Thinking Path > - Paperclip orchestrates AI agents for zero-human companies > - [Which subsystem or capability is involved] > - [What problem or gap exists] > - [Why it needs to be addressed] > - This pull request ... > - The benefit is ... ## What Changed - ## Verification - ## Risks - ## Checklist - [ ] I have included a thinking path that traces from project context to this change - [ ] I have run tests locally and they pass - [ ] I have added or updated tests where applicable - [ ] If this change affects the UI, I have included before/after screenshots - [ ] I have updated relevant documentation to reflect my changes - [ ] I have considered and documented any risks above - [ ] I will address all Greptile and reviewer comments before requesting merge