Using multi-backend model access as the setting, this article explains how an AI Gateway handles resource scheduling, capacity control, failure switching, distributed state, usage accounting, and enterprise cost governance.
Short
16 min read
Part of the column “Technical Systems” · Chapter 9
Using a multi-layer execution service as an example, this article breaks down the multiple levels of locality across request identity, edge routing, execution resources, and backend caches, then presents reusable approaches to routing, invalidation, failover, and observability.
Short
13 min read
Part of the column “Technical Systems” · Chapter 7
A policy-only DeepSeek Harness plugin that builds ordered, explainable, auditable model candidate chains per task and advances along them within bounded failure rules.
An OpenAI-compatible relay platform with a revenue-sharing mechanism for individual suppliers: consumers call models through one unified entry point, suppliers host idle upstream keys, and the platform handles routing, metering, settlement, and withdrawals. This article introduces the project, its mock demo, business model, financial estimates, and the risks and sunk costs that must be accepted before launch.