Operating Principles

OpsGarageAI is built around a simple preference: useful, inspectable systems beat impressive-looking black boxes.

Approval Is a Feature

The system can research, organize, draft, calculate, and queue work. It does not silently send messages, contact customers, spend money, publish content, or change production systems.

The system may do on its own	It pauses for approval
Read non-sensitive project material	Send email, direct messages, or public posts
Draft communications, reports, and content	Send external communication
Transcribe and summarize calls	Spend money or make a purchase
Calculate ROI and build a packet	Install, expose, delete, or change a live system
Create internal records and reminders	Publish a public or stakeholder-facing deliverable

Make the Work Visible

Every important action needs enough context for a person to understand what happened, why it happened, and what is waiting on them. That means clear drafts, readable work queues, and an action ledger rather than hidden side effects.

Build the Smallest Useful Thing

Each workflow starts with a narrow proof: one process, one measurable outcome, and a clear owner. The point is not to invent a sprawling platform. It is to create a reliable result that people can understand and maintain.

Protect the Trust Boundary

Sensitive information stays separated. Credentials, private infrastructure, and operational details do not belong in public documentation. Claims stay grounded in what a system can actually support.