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Inference Gateway

Published 2026-04-20Updated 2026-06-262 min read

Overviewโ€‹

The core data plane of Agentic AI platforms is the inference gateway. A 2-Tier architecture is recommended: kgateway (Tier 1) handles authentication, rate limiting, and guardrails, while Bifrost (Tier 2) performs model routing, fallback, and cost tracking. This section provides routing strategy overviews, production deployment guides, Cascade Routing tuning, and OpenClaw implementation examples.

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