Hello APISIX community,

I am studying a narrow responsibility boundary that appears once an AI agent 
can invoke APIs that create real business effects.

An AI gateway can already own routing, authentication, rate limiting, model 
access, and policy enforcement. The downstream business system must still own 
the final authorization decision for the acting subject and current business 
state. Between those layers, teams are repeatedly adding operation-level 
metadata for capability exposure, risk, approval intent, audit sensitivity, and 
execution constraints.

I would value the community's view on one architectural question:

Should this metadata be gateway-owned policy, an implementation-neutral 
declaration consumed by the gateway, or an explicitly separate business-control 
contract?

I maintain ACC, an open experiment in portable capability declarations, and 
BailingHub, one implementation exploring the execution side. I am mentioning 
that relationship for disclosure, not asking APISIX to adopt either project. 
The useful outcome here would be a clearer boundary between AI gateway 
responsibilities and final business authority.

If this topic belongs in a different APISIX forum or proposal process, please 
point me to the right place.

Thank you.

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