ended4월 3일· 1 sources

Lazy-Loading Personas Slash Claude Code Token Overhead

Claude Code 세션 비용, 지연 로딩으로 줄인다

Why it matters

Claude Code users discovered that large CLAUDE.md files consume tokens on every message—a 5,000-token persona setup multiplies costs across each turn, not just session start. Adopting a lightweight routing engine that loads persona files on-demand based on signal words can reduce baseline context by 80-90%, directly cutting session costs and hedging against cache failures. With April 2026 caching bugs inflating costs 10-20x, this lazy-loading pattern has become essential cost management for heavy Claude Code users.

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Claude Codelazy loadingpersonastoken efficiencycaching

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