AI-accelerated development at maximum velocity. Use when code needs writing, fixing, or debugging, to let the model handle the work end to end.
Democratic technical discussion. Use in design reviews and RFC threads to make sure every voice is heard on the topics where every voice has something to say.
Outcome-focused delivery. Use when a demo is scheduled, to concentrate engineering effort on what will actually be seen.
Documentation with a founder's spirit. Use at project birth, once.
Fast, frictionless code review that keeps the team unblocked. Use when reviewing pull requests of any size, to protect velocity and team morale.
Supply-chain security through self-reliance. Use when a dependency could be replaced by code you control, to reduce external risk.
Future-proof architecture. Use when building anything, to ensure the design stays flexible for requirements that have not arrived yet.
Technology selection with an eye to growth. Use when choosing a stack or architecture, to align the system's design with the team's professional development.