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Databricks 提出 Agent 基础设施共享方案:Agent Bricks、Omnigent 与 Unity Gateway

Why we picked it

Databricks 讲了 Agent 数量多了之后怎么管:Agent Bricks 管治理,Omnigent 管编排,Unity Gateway 管访问和成本,思路挺实用。

Databricks 指出,每个新 Agent 都会带来一套独立的集成、策略和可观测性栈,维护成本随规模快速上升。为此它提出三层共享基础设施:Agent Bricks 负责构建、治理和优化 Agent 集群;Omnigent 用于跨不同 harness 组合编排多个 Agent;Unity Gateway 提供集中式的访问入口、成本控制与可观测性。核心思路是让多个 Agent 复用同一套基础设施,而不是各自重复建设。

Original · Databricks

Every new agent can become another integration, policy set and observability stack to maintain.

As agents take actions across data, models, tools and business systems, that fragmentation gets expensive fast. The better pattern is shared infrastructure for choice, context and control:

1️⃣ Agent Bricks for building, governing and optimizing agent fleets 2️⃣ Omnigent for composing agents across harnesses 3️⃣ Unity Gateway for centralized access, cost controls and observability

https://t.co/9KwMsWLQME