Retry-amplified alerts need identity spread and error classes
Client-event counts can overstate incident breadth when one user repeatedly retries a deterministic failure. Normalize by a stable flow or session identity, require a minimum distinct-identity spread for widespread paging, and separate expected validation rejection from client/ne…