#Agent编排
12 related articles
AI Software Factory: How to Orchestrate a Team of Autonomous Coding Agents
From the slop code crisis to software factory orchestration: how to manage autonomous coding agents with ubiquitous language, deep modules, and TDD—plus micro-VM sandboxes, key injection, and tiered model scheduling for a secure AI development pipeline.
AI Agent Orchestration Arms Race: Building Blast-Radius-Aware Code Review on Kubernetes
Multi-agent orchestration is becoming the mainstream architecture for AI code review, but blast-radius risks like runaway loops and dependency hijacking follow. This article breaks down a Kubernetes-based blast-radius-aware architecture: a three-layer orchestration model, ResourceQuota and SecurityContext sandboxes, a custom Operator in practice, and multi-agent collaboration with human-in-the-loop guardrails.
Industry InsightsOpenAI Symphony: The Future of Coding Agents Is Task Queues, Not Chat Windows
Deep analysis of OpenAI's open-source Symphony orchestration framework: transforming Coding Agents from chat windows to task queue-driven workflows with state machines, Proof of Work, and workspace isolation.
Industry InsightsOpenAI Symphony: The Future of Coding Agents Is Task Queues, Not Chat Windows
Deep dive into OpenAI's open-source Symphony orchestration framework: how it transforms Coding Agents from chat windows to task queue-driven workflows with state machines, Proof of Work, and Workspace isolation.
Product ReviewsRuflo: A Multi-Agent Orchestration Solution That Turns Claude Code into a 100-Person AI Team
Ruflo is an open-source multi-agent orchestration platform that upgrades single-threaded Claude Code into a distributed AI dev team with 100+ specialized Agents and a SANA self-learning engine.
TutorialsOrchestrating AI Agents as State Machines: Stop Being a Human Confirmation Button
Explore the next evolution of AI coding: applying CI/CD engineering practices to orchestrate Agents as state machines with YAML templates, Gates, and Dashboards for autonomous multi-Agent progression.
TutorialsClaude Code Workflow Practical Guide: Multi-Agent Workflow Orchestration Driven by JS Scripts
A detailed guide to Claude Code's new Workflow feature: use JavaScript scripts for precise multi-Agent orchestration. Covers setup, workflow patterns, SubAgents comparison, and reusable scripts.
TutorialsNVIDIA Open-Sources AI-Q: A Skill Pack That Gives Coding Agents Deep Research Capabilities
NVIDIA open-sources AI-Q skill pack, giving coding Agents like Claude Code and Codex a four-stage deep research pipeline with MCP protocol, local deployment support, and 94% benchmark accuracy.
TutorialsACPX in Practice: Scaling AI Agent Deployment on Kubernetes for Automated PR Processing
How to build an automated PR processing system using ACP protocol, ACPX workflow engine, and Kubernetes. From OpenCLO's 60K+ PR challenge to enterprise-grade multi-Agent orchestration.
TutorialsArchon Deep Dive: A Practical Guide to the Open-Source AI Coding Harness Builder
Deep dive into Archon, the open-source AI coding Harness builder. Learn how orchestrating multiple AI coding Agents can boost PR acceptance rates from 6.7% to 70% through systematic AI programming engineering.
Deep Divesoh-my-kimi: Deep Dive into a Multi-Agent Orchestration Framework for Kimi Code CLI
Deep analysis of the oh-my-kimi open-source project, a multi-agent orchestration framework for Kimi Code CLI featuring Worktree Runtime, DAG planning, MCP hooks, Quality Gates, and Local Graph Memory.
Product ReviewsContinuous-Claude-v3: A Context Management Framework for Claude Code
Continuous-Claude-v3 is an open-source context management framework for Claude Code, using Ledgers, Handoffs, and Agent orchestration to overcome context window limits.