AI article
Why Byte-Faithful Pass-Through Beats Protocol Translation for Tool-Calling Agents
Community description: 1. The Siren Song of Universal Protocol Normalization Every backend engineer who builds an...
Dev.to | Oct 6, 2026 | DHPP
Automated excerpt
It promises an $O(N+M)$ adapter architecture where any client can converse with any upstream model. The upstream model receives a corrupted schema definition and responds with malformed arguments. Route Anthropic clients to Anthropic upstreams; OpenAI clients to OpenAI upstreams.
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