35 lines
1.5 KiB
Markdown
35 lines
1.5 KiB
Markdown
# BMAD Framework
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## Overview
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BMAD (Build, Manage, Adapt, Deploy) is an agentic engineering framework for composable, modular agent systems. BMAD emphasizes lifecycle management, clear boundaries between agent roles, and iterative improvement.
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## Typical Workflow
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1. **Build**: Define agent roles and capabilities.
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2. **Manage**: Orchestrate agents, monitor state, provide feedback loops.
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3. **Adapt**: Adjust agent configurations based on outcomes & feedback.
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4. **Deploy**: Package, integrate, and run agent teams in production or simulation environments.
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## Strengths
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- Modular structure simplifies lifecycle and iteration.
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- Good for heterogeneous teams with evolving requirements.
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- Clear separation of concerns aids maintainability.
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## Weaknesses
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- Requires robust management layer (can be complex).
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- Adaptation step needs reliable metrics and evaluation.
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- Not plug-and-play; demands thoughtful composition.
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## Example Use Cases
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- Multi-agent research projects
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- Continually improving workflows
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- Complex, production agent teams
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## Table: BMAD vs Others
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| Feature | BMAD | CrewAI | AutoGen | ChatDev |
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|---------------|-----------|-------------|-------------|-------------|
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| Agent Roles | Explicit | Flexible | Configurable | Scripted |
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| Lifecycle | Full | Partial | Partial | Simple |
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| Adaptation | Yes | Manual | Limited | None |
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| Teaming | Strong | Strong | Moderate | Weak |
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| Use Cases | Prod/Res | Orchestration| R&D | Dev Sims |
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