Orchestrate multiple AI agents with cagent by Docker to create coding assistant
2 days ago
- #Business-Central
- #Docker
- #AI-agents
- cagent is a multi-agent runtime by Docker that orchestrates AI agents with specialized capabilities and tools.
- Example scenario: A Microsoft Dynamics 365 Business Central (AL) coding assistant with three agents—developer, reviewer, and git handler.
- Agents have access to tools like filesystem, shell, and AL MCP Server for code understanding and git operations.
- Root agent coordinates sub-agents (developer, reviewer, git) in a defined workflow.
- Developer agent analyzes and modifies code, reviewer agent checks changes, and git agent handles version control.
- Models like GPT-4o and GPT-5 are configured for agents, with support for Azure OpenAI.
- Transparent tool usage and agent interactions make debugging and improvement easier.
- Devcontainer support and quick feature additions (like Azure OpenAI) show active development collaboration.