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YK Développement

Morpheus

Private

The multi-agent testbed that shaped my real-time architecture.

Private project — I share the stack and the engineering challenges, never the business logic.

What I can share

Morpheus is an autonomous multi-agent engine, the R&D predecessor from which I distilled the architectural patterns later reused in my real-time projects. Private as well: I share its approach and engineering challenges, not its functional details.

The tech stack

  • Approach

    • Python
    • orchestration multi-agents
    • LLM provider-agnostic
    • MLX local + cloud
    • isolation stricte

Engineering challenges

  • Multi-agent orchestration: specialized roles, self-improvement loops and per-agent memory.
  • Provider-agnostic LLM integration: seamless switching between local MLX and cloud models.
  • Long-running autonomy: extended execution, incident recovery and robustness.
  • Strict environment isolation: dedicated port, home directory and env prefixes to coexist.
  • Specialized pipeline: analysis, decision, audit and meta-improvement stages chained together.

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Morpheus — Multi-agent AI engine — YK Développement