How to Keep System Complexity in Check for Multi‑Agent Collaboration

The article outlines practical principles and concrete measures—starting with a simple coordinator‑sub‑agent pattern, evolving only when bottlenecks appear, and controlling dimensions such as agent splitting, count, roles, communication, and orchestration—to prevent complexity overload in multi‑agent AI systems, and adds runtime safeguards and a step‑by‑step deployment roadmap.

AI agentsarchitectural designmulti-agent collaboration

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How to Keep System Complexity in Check for Multi‑Agent Collaboration

Architect

Mar 26, 2026 · Artificial Intelligence

How Anthropic’s Harness Keeps Long‑Running AI Agents on Track

The article analyzes Anthropic’s Harness design for long‑running applications, detailing how it mitigates context anxiety and self‑evaluation bias through sprint contracts, rubric scoring, and a planner‑generator‑evaluator architecture, and evaluates its effectiveness across multiple versions.

AI agentsarchitectural designcontext management

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How Anthropic’s Harness Keeps Long‑Running AI Agents on Track

Architects' Tech Alliance

Nov 25, 2021 · Information Security

Future Network Architecture: Precise Connection, Compute Network, and Inherent Security

This article examines the evolving requirements of future networks, proposing a precise‑connection architecture, flexible plug‑in forwarding, compute‑network integration, and inherent security mechanisms to support diverse quality‑of‑service demands across layers, while outlining control‑plane and data‑plane designs for scalable deployment.

Compute Networkarchitectural designfuture network

0 likes · 11 min read

Future Network Architecture: Precise Connection, Compute Network, and Inherent Security