Posts

Manufacturing firms need ERP, MES, and QMS—but which comes first? Open-source Carbon unifies all three into a single data model. What happens to integration costs, data duplication, and message delays?

Buzz is an open source agent-oriented collaboration platform. It brings humans and AI agents together as first-class team members in a shared workspace. Built on the Nostr protocol, self-hostable.

Odoo's modularity is not a feature—it's a philosophy. Turn on Manufacturing, Inventory, and Accounting. Keep Sales, HR, and Logistics off until you need them. Pay only for what you use.

OpenRig is an open-source multi-agent harness. It manages coding agents like Claude Code and Codex as a team. It turns terminal sprawl into an organized, auditable system.

Are work orders still written on paper? An operator gets a sheet, hangs it by the machine, and it wears out, gets lost. Eryxon Flow moves paper into the digital world and lets you track every job in real time.

Hermes is Nous Research's open-source agentic harness. We explain what an agent runtime framework does, why it matters for organizations, and how to set up a self-contained agent.

Where is data in your factory? In the PLC? In the historian database? In someone's Excel spreadsheet or notebook? Unified Namespace (UNS) binds all these sources into one central source of truth — what is the core idea, why it matters, and how it works.

What's the difference between a tool and an agent? A tool performs a task; an agent makes decisions and carries responsibility. An organization without defined roles, policies, and accountability mechanisms for autonomous systems is running shadow AI.

MOM (Manufacturing Operations Management) brings together what MES observes on the shop floor, what ERP plans and accounts for, along with quality oversight, maintenance, and inventory coordination. In ISA-95 model, Layer 3.

How many AI agents work in your company, and no one knows? Start with observation, inquiry, and mapping. Methods for discovering institutionalized shadow AI and a simple inventory approach.

MES (Manufacturing Execution System) records how long a work order truly takes on the floor, why it stops, how many pieces are defective, and captures this data in real time. It illuminates what ERP cannot see.

Over six days, we explored what is needed to define, manage, and audit AI agents within an organization. Today, we bring these four tools together and show why Slack and ChatGPT fall short, and why a self-hosted Git-based system is necessary.