coco-multi-agent-system

You can orchestrate autonomous agents for product development by coordinating specialized roles like planning, implementation, testing, and evaluation to deliver milestones. This creates a repeatable production-grade workflow from ideation to validation.

A milestone-based multi-agent system workflow structures project delivery into self-contained units with clear acceptance criteria and dependencies. Agents collaborate across architecture, implementation, and testing to ensure each milestone meets evaluation standards.

To set up an agent pipeline for R&D programs, provide a product idea to generate milestone-based specifications, architecture, implementations, tests, and evaluation criteria. The system manages the iterative refinement loop automatically.

Yes, automated workflows can generate project specifications and tests by applying orchestrated agent pipelines across ideation, design, execution, and validation. Spec and Test agents collaborate to produce milestone-aligned deliverables.

Iterative refinement in multi-agent orchestration uses feedback loops to improve designs and implementations based on evaluation results. The Eval Agent assesses outputs against criteria, feeding insights back to the implementation phase for continuous enhancement.

You need an orchestrated agent loop for software production when coordinating complex projects requiring structured planning, execution, testing, and evaluation. It suits R&D programs where milestone-based delivery with clear acceptance criteria is essential.