Aidamir Bulatov
form ecco-30 · dispatch logFiled on 15 June 2026

GSD Architecture: Multi-Agent Orchestration in Practice

How we built a self-healing multi-agent orchestrator with ChromaDB task queues, Telegram bridge, and automated test generation.

architecturepythonagentsgsd
GSD Architecture: Multi-Agent Orchestration in Practice

GSD Architecture: Multi-Agent Orchestration in Practice

Building a robust multi-agent system requires careful consideration of task queuing, fault tolerance, and communication patterns...

Key Components

Agent Dispatcher

The AgentDispatcher coordinates multiple agents with parallel execution capabilities.

Task Queue

Using ChromaDB for persistent task storage with priority queues and automatic retries.

channels