在 VS Code 中用 Claude 5.5 Opus、Codex CLI 和 GPT-6.1 搭建多智能体开发工作流

Original title: CODEX + VSCODE + CODEXCLI + Claude

The title and summary in the selected language are awaiting translation.

AI overview

有开发者在 VS Code 中测试一套多智能体开发工作流，用 GitHub Copilot 额度同时调度多个大语言模型：Claude 5.5 Opus 作为中央协调者负责主开发架构并下发后台子任务，Codex CLI 在后台并发执行这些子任务，GPT-6.1 则在 IDE 内驱动多个并行子智能体处理代码补全、重构和上下文辅助。

Full text

Tech Stack Configuration: Multi-Agent LLM Orchestration in VS Code

I am currently testing a highly distributed, multi-agent development workflow in VS Code using GitHub Copilot credits. The system orchestrates multiple large language models simultaneously to handle different layers of the development process:

Primary LLM: Claude 5.5 Opus acts as the central coordinator, driving the main development architecture and pushing background sub-tasks.
Command Line Automation: Codex CLI runs concurrently in the background, executing the sub-tasks streamed directly from the primary LLM.
IDE Sub-Agents: GPT-6.1 powers multiple parallel sub-agents directly within the VS Code IDE to handle real-time code completions, refactoring, and contextual assistance.

This setup leverages concurrent execution across multi-sub-agents and background processes, all managed via my custom .SYSTEMX systems template.

https://github.com/WayneTechLab/dotSYSTEMX
> Including Dual Mode in next update.

https://preview.redd.it/wqbqg3dcdlth1.png?width=1920&format=png&auto=webp&s=64915e1bd20dd69d0df6640827d31bac94733ac2

submitted by /u/WayneTechLab to r/codex
[link] [留言]