AI Engineering System
Agents propose; humans and policy accept.
The AI engineering system turns agent-assisted development into an inspectable control loop:
plan -> act -> evaluate
GitHub is the system of record and control plane. Pull requests, workflow results, reviews, and durable evidence keep implementation separate from acceptance.
Explore the system
Section titled “Explore the system”| Topic | Start here |
|---|---|
| Architecture | Control loop, trust model, and technology mapping |
| Quickstart | Apply the system to an existing GitHub project |
| Reference implementation | Map the design to the Northstar proof of concept |
| Conformance | Read the current guide and reference audit |
The application reference is fictional. Its incidents, identifiers, and metrics are examples for inspection and testing, not production claims.