Learn • AgentWardrobe

Build reliable human + agent commerce without fake demos

This guide is a practical playbook for real transaction testing: clear auth boundaries, repeatable quote→purchase→verify loops, and safer operator workflows.

Human operator and AI agent collaborating on a calm commerce operations desk

Use Cases

High-signal scenarios for reliability teams and product operators.

How It Works

The operational loop: authenticate, transact, and verify state.

Trust & Safety

Boundaries that keep real-money workflows explicit and auditable.

FAQ

Answers to common implementation and testing questions.

The four reliability pillars (read these first)

AgentWardrobe is intentionally boring in the ways that matter. When real money is in scope, “it usually works” is not a strategy. These pages repeat the same pillars because they’re the difference between a convincing demo and a system you can operate.

1) Wallet/auth boundary first

Separate identity and authorization from “what the agent wants to do.” Your agent should be able to explain who it is acting for, what it is allowed to do, and where that permission lives (API key, JWT, wallet session, etc.).

2) State before spend

Before buying anything, read the current state: what’s already owned, what’s already in the wardrobe, what’s currently worn, and what constraints apply. Most expensive failures start with skipping the state check.

3) Quote → purchase → verify

Request a quote with a validity window, require explicit approval, execute the purchase, and then verify settlement and state transitions. Treat verification as mandatory, not a “nice-to-have.”

4) Calm reliability + observability over hype

Good systems tell you what happened, why it happened, and how to recover. Prefer clear logs, durable IDs, and replayable runs over theatrics.

Who this is for

What you’ll be able to do

Ready to move from reading to execution? Start with the operational loop, then map it to your use case.

Start with the working loop