Sub Agent Context Sharing - How to Enable Effective Sub Agents for Coding

Explore sub-agent architecture in AI coding systems through this 16-minute conference talk from the AI Coding Summit 2025. Learn about Cloud Code's sub-agent feature implementation and discover how to overcome common challenges including parent agents' limited visibility and direct implementation issues. Master efficient context management techniques using MD files to boost performance and understand the fundamental concepts behind sub-agent systems. Gain practical insights into creating effective sub-agents with specific MCP tools, including TweakScene MCP for scene design reference. Discover how to define clear rules, goals, and output formats for sub-agent tasks while exploring real-world implementation through building a ChatGPT replica using chat.cn UI and Versatile AIS. Learn integration strategies with VerCell AI SDK for seamless deployment and understand best practices for optimizing expert sub-agents for service providers.

Syllabus

00:00 - Understanding Cloud Code Sub-agent System
01:51 - Challenges with Sub-agent Implementation
03:36 - Optimizing Expert Sub-agents for Service Providers
05:15 - Join us for GitNation Conferences
05:49 - Optimizing Expert Sub-agents for Service Providers
06:14 - Enhancing Context Management with MD Files
07:20 - Utilizing MCP Tools for Sub-agent Creation
07:59 - Implementing TweakScene MCP for Sub-agents
09:22 - Setting Objectives and Output Rules for Sub-agents
10:49 - Setting Up Specialized Sub-agents and Rules
12:08 - Building UI with Chat.cn and Versatile AIS
13:36 - Integrating UI and VerCell AI SDK