Beyond Black-Box Orchestration: Building a Local-First, File-Based Multi-Agent Factory in Python

Programming Tech Brief By HackerNoon · Jun 8, 2026 · 5m

This story was originally published on HackerNoon at: https://hackernoon.com/beyond-black-box-orchestration-building-a-local-first-file-based-multi-agent-factory-in-python. Tired of cloud state bloat? Dive into an architectural breakdown of a local-first, file-based Python multi-agent pipeline with zero external API dependencies. Check more stories related to programming at: https://hackernoon.com/c/programming. You can also check exclusive content about #python, #artificial-intelligence, #software-architecture, #open-source, #software-development, #devops, #automation, #hackernoon-top-story…