minion-orchestrator

You can orchestrate durable background tasks and LLM subagent workflows within a Postgres-native job queue. This provides persistent state management, ensuring complex multi-step reasoning agents survive system restarts.

Yes, steerable execution allows real-time intervention for running agents. You can pause, resume, or redirect a background agent mid-flight using message-based steering if the research direction changes.

Using a unified job queue backed by Postgres allows you to manage both deterministic shell command execution and complex LLM-driven subagent reasoning loops within a single, native interface.

Yes, background job orchestration supports fan-out capabilities for complex multi-step reasoning agents. This allows you to spawn a research subagent that performs parallel web searches and data synthesis.

A Postgres-native job queue provides durable state management, progress tracking, and observability for enterprise-grade automation. This ensures long-running, parallel tasks maintain durability and tracking across complex workflows.

The orchestration interface provides persistent state management and progress tracking for both deterministic shell scripts and LLM subagent workflows. This ensures full observability for enterprise-grade background jobs.