shimpilot
SIGNAL → CONTEXT → PATCH
Tracing the change…
BUILDING SAFE CONTEXT
SHIMPILOT / PROCESSING
VALIDATION / REQUIRED
Shimpilot — Keep Your APIs From Breaking Your Code