Multi-Agent Orchestrator
Scalable orchestration layer for cooperative AI agents
Designed a production-grade orchestration system that coordinates multiple AI agents working in parallel, handling task delegation, conflict resolution, and shared memory across concurrent pipelines.
- The Challenge
- Deadlock prevention in agent communication graphs
- LangChain · Redis · gRPC
- Engineering
- DAG-based task scheduler with retry semantics
- github.com/david-mamani/orchestrator
- Impact
- 3x throughput improvement in concurrent pipelines
- Deployed in production — 99.7% uptime