ended4월 22일· 1 sources

The 114k Token Trap: Why Runtime LLM Automation is Costing You a Fortune

워크플로 한 번에 토큰 11만 개? Playwright MCP의 함정과 비용 절감 전략

Why it matters

Playwright MCP's step-by-step feedback loop causes massive token inflation by re-sending page states like accessibility trees and screenshots. For repetitive workflows, shifting to a 'compile-time' approach—where an LLM generates a script once—can reduce ongoing costs to zero while ensuring execution speed and deterministic reliability.

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Playwright MCPToken OptimizationBrowser Automationtap.runLLM Efficiency

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