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workflow design

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Data Thinking Notes
Data Thinking Notes
May 11, 2025 · Artificial Intelligence

How to Build Effective LLM Agents: Design Principles and Practical Workflows

This article outlines Anthropic's yearly insights on constructing large‑language‑model agents, explaining their definitions, when to employ them, recommended frameworks, modular building blocks, common workflow patterns, and real‑world application scenarios for developers.

AI agentsLLMPrompt Engineering
0 likes · 14 min read
How to Build Effective LLM Agents: Design Principles and Practical Workflows
DevOps
DevOps
Aug 7, 2024 · Product Management

Visualizing Product Requirements with a 2D User Story Map

The article explains how a two‑dimensional user story map can help product managers capture, organize, and communicate user requirements more efficiently by visualizing workflows and scenarios, reducing missed details, and fostering clearer collaboration during brainstorming and meetings.

Requirement VisualizationUser Story Mapproduct-management
0 likes · 5 min read
Visualizing Product Requirements with a 2D User Story Map
Xianyu Technology
Xianyu Technology
Jan 10, 2023 · Backend Development

Lightweight State Machine Framework for Order Fulfillment in Xianyu Industry Transactions

The Xianyu team introduced a lightweight, API‑driven state‑machine framework that replaces massive IF‑ELSE order‑fulfillment code with a three‑layer architecture—core topology, glue adapters, and business processors—enabling concise topology definitions, reusable validation/action logic, automatic logging, monitoring, and effortless extension across recycling, consignment, and inspection services.

State Machinebackend architectureorder fulfillment
0 likes · 10 min read
Lightweight State Machine Framework for Order Fulfillment in Xianyu Industry Transactions