Roadmap¶

OpenSage-ADK moves agent development from human-authored, fixed topologies to model-authored, dynamic ones. Where traditional ADK requires a human to predefine every agent structure and tool set before the run starts, OpenSage-ADK lets the model build and manage those structures itself at runtime.

Agent Development 1.0 (Traditional ADK):

• Human-centric agent construction
• Agent structure is fully predefined by humans and fixed at runtime (topology, workflows, tool sets)
• Limited generalizability and adaptability, requiring extensive human effort

Agent Development 2.0 (OpenSage-ADK):

• AI-centric agent construction
• Humans provide only minimal scaffolding
• Everything else is dynamically generated and managed by AI at runtime
• Agents can invent new capabilities rather than using the ones defined by humans