5zan
Role
Solo Engineer
Year
2025
Stack
Python · Local LLMs · Docker · AI Agents

Overview

Orcustrator is a local AI-agent orchestration system — it coordinates multiple agents to plan, delegate, and execute multi-step tasks on your own machine.

The problem

Single-shot LLM calls fall down on complex, multi-step work, and cloud agent stacks are opaque and hard to run privately.

What I built

  • Coordinator that decomposes goals and routes sub-tasks to agents.
  • Local-first runtime so orchestration runs on your hardware.
  • Tool and state layer for agents to act and share context.

Outcome

  • Runs multi-agent workflows entirely on local infrastructure.
  • A private alternative to cloud-hosted agent platforms.