Three Proven Multi‑Agent Orchestration Patterns: Supervisor, Pipeline, and Swarm

The article explains why single LLM agents often fail due to context overload, role confusion, and fault propagation, then details three reliable orchestration patterns—Supervisor, Pipeline, and Swarm—along with concrete code examples, communication schemas, error‑handling layers, cost and latency considerations, and best‑practice recommendations for production deployment.

Cost OptimizationDistributed TracingLLM agents

0 likes · 15 min read

Three Proven Multi‑Agent Orchestration Patterns: Supervisor, Pipeline, and Swarm

Tencent Cloud Developer

Jun 20, 2022 · Fundamentals

Understanding C++ LINQ and Ranges Pipeline Implementation

The article explains how a C++ LINQ‑style pipeline, built on concepts like _Can_pipe and composable _Pipeline classes, provides lazy, type‑safe range operations using the pipe operator, serving as the foundation for the C++20 ranges library and future execution framework.

C++ LINQC++20 RangesLazy Evaluation

0 likes · 10 min read

Understanding C++ LINQ and Ranges Pipeline Implementation

Youku Technology

Aug 10, 2020 · Mobile Development

Youku Player Architecture Redesign Based on Pipeline Pattern

Youku’s player was rebuilt with a pipeline‑pattern architecture that unifies playback stages into a modular framework, enabling plug‑in customization, multi‑source support, reduced memory and startup overhead, clearer structure, and improved stability and extensibility for future business innovations.

AndroidCache PipelineMobile Development

0 likes · 11 min read

Youku Player Architecture Redesign Based on Pipeline Pattern