Tagged articles

workflow architecture

2 articles · Page 1 of 1

Sep 20, 2026 · Artificial Intelligence

Workflow in Multi-Agent Systems: Code-Controlled Routing, Node Checkpoints, and Replayable Pipelines

This article explains the Workflow architecture for multi-agent systems where code controls routing over fixed paths while agents handle node-internal reasoning, detailing checkpoint placement at node boundaries for retry/pause/recovery, required node output fields, event logging, and a comparison of how LangGraph, CrewAI, Microsoft Agent Framework, OpenAI Agents SDK, and Claude Agent SDK express such workflows.

CrewAILangGraphOpenAI Agents SDK

0 likes · 20 min read

Workflow in Multi-Agent Systems: Code-Controlled Routing, Node Checkpoints, and Replayable Pipelines

Tech Architecture Stories

Sep 2, 2026 · Artificial Intelligence

Architectural Evolution of a Workflow Agent Native Product: DxC's Boundary Redefinition

This article details the architectural evolution of DxC, a workflow-type Agent Native product for WeChat content creation, describing how it progressed from Skills-driven workflows to a three-boundary architecture separating Agent intent, Skill interaction, and deterministic machine contracts, with principles for tool design, opaque work items, and a five-layer verification strategy.

Agent-NativeCLI designDxC

0 likes · 21 min read

Architectural Evolution of a Workflow Agent Native Product: DxC's Boundary Redefinition