scaling-is-safe-for-both-quality-and-risk

Status: IN

Horizontal scaling is safe along two independent dimensions: coordination-free scaling preserves per-module quality convergence (the correctness-simplicity-performance triad holds regardless of scale), and forward-only design with state monotonicity jointly bounds the read-path risk that would otherwise accumulate with growing state — scaling neither degrades quality nor amplifies risk.

Justifications

two unused depth-8 beliefs covering quality and risk independently; combining reveals scaling is safe along BOTH dimensions simultaneously

Depends on (SL): coordination-free-scaling-preserves-triple-convergence, forward-only-and-monotonicity-jointly-bound-read-path-risk

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