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