agent-orchestrator

Multi-agent orchestration coordinates multiple agents to execute complex tasks in parallel. It uses coordination loops to fan out work across workers, gates decisions, and verifies task handovers to manage complex engineering projects efficiently.

A durable ledger in multi-agent workflows maintains a verifiable, persistent record of tasks and outcomes. It synthesizes coordination loops and task handovers, ensuring that complex parallel execution across multiple agents remains traceable and verifiable.

Sequencing directed acyclic graphs for complex task coordination requires a structured workflow description as input. The orchestration engine processes this description to sequence the graph, execute parallel work, and gate decisions across the workflow.

Multi-agent orchestration is ideal for large-scale software development and scientific research. It automates the coordination of multiple tasks and teams, fanning out parallel execution and verifying handovers to increase engineering productivity.

A structured workflow description is required as input to run multi-agent coordination. The orchestration engine uses this structured input to manage parallel execution, synthesize durable ledgers, gate decisions, and verify task handovers across agents.

Multi-agent orchestration should not be used for simple, linear tasks that lack complex coordination requirements. It is designed for parallel execution, durable ledger synthesis, and directed acyclic graph sequencing, making it excessive for basic single-agent workflows.