Master Conductor: Open‑Source Multi‑Platform AI Agent Skills for Context‑Driven Development

Conductor is an open‑source framework that extracts project context into versioned Markdown and TOML files, enabling AI agents to follow a structured Context → Spec & Plan → Implement workflow, with commands for setup, task creation, execution, status tracking, review, and Git‑aware rollback, all illustrated through a step‑by‑step Todo app example.

AIAgent SkillsAutomation

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Master Conductor: Open‑Source Multi‑Platform AI Agent Skills for Context‑Driven Development

Beijing SF i-TECH City Technology Team

Feb 7, 2025 · Backend Development

Applying Netflix Conductor for Scalable Workflow Orchestration in a Logistics System

This article details how a logistics company's platform adopted Netflix Conductor to unify and scale algorithmic task scheduling, addressing challenges such as fragmented workflows, resource imbalance, and long-running jobs by implementing dynamic DAGs, fork‑join patterns, and robust retry mechanisms, resulting in significant performance gains.

Backend DevelopmentConductorLogistics

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Applying Netflix Conductor for Scalable Workflow Orchestration in a Logistics System