Mission: remove friction, not gates.
Use AI to speed research, produce better first drafts, and surface facts.
Never skip CI or reviewer sign-off.
- safer Rails changes
- repeatable reviews
- fewer context losses
- private memory that keeps improving
If it does not reduce mistakes, turn it off.
The Old Way
The old workflow was simple:
ask a model a question
copy the answer
paste into editor
manually fix context gaps
repeat
That works for small tasks.
It breaks down for real Rails work.
The missing context is predictable:
- repo conventions
- ownership mapping
- migration review expectations
- mandatory checks before merge
The result is familiar:
- good first draft
- wrong…





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