Model Context Protocol12 min read
Observability for agent API traffic: what per-agent attribution actually requires
A researched map of how teams watch AI agents calling REST and general APIs in 2026: the application-layer trace platforms, the API-gateway layer where identity actually lives, and what genuine per-agent attribution requires.
By Elva TeamElva Blog

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Originally published by Elva Blog on Sep 2, 2026.
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