Agent team as product surface

Agent roles become product infrastructure when their responsibilities, handoff rules, and quality gates are inspectable.

OpenProfile workflow review/knowledge/agent-team-as-product-surfaceknowledge.trace("agent-team-as-product-surface")Evergreen

Signal

When to use it

Use when turning AI collaboration from chat behavior into a reusable workflow.

Principle

What it protects

It prevents agent collaboration from depending on vibes. The surface should expose roles, permissions, recovery points, session closeout rules, and the documents that make future work resumable.

Reference

How to cite it

Use this when designing AI-native repositories, profile workflows, Feishu sync, or long-running Codex projects.

knowledge.trace("agent-team-as-product-surface")

Where this idea is used.