ended3월 16일· 3 sources

What we found when we audited botlington.com itself

botlington.com 자체 감사에서 발견한 것들

Why it matters

Botlington audited its own site using its agent token audit framework, scoring across six dimensions. While agent discoverability scored well (8/10) thanks to an Agent Card, token efficiency (5/10) and auth UX (4/10) were poor — the homepage wastes ~10,000 tokens on marketing content versus 700 bytes of useful Agent Card data, and authentication still requires human intervention for payment and API key retrieval.

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a2aagent cardagent discoverabilityagent optimizationai agent auditai auditauth uxbotlingtoncontext bloatgaryllm optimizationmodel tieringragtoken efficiencytoken waste

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