Agent Testing Environments

The frontier of agent verification.

Describe what your agent should do. Worlds helps you draft the test with AI, run your agent against a local twin of the systems it uses, and check what actually changed.

Apply for accessSee how it works

Stripe, Zendesk and combined workflows. Free internal testing during beta.

● BACKED BY A16Z

HOW IT WORKS

Describe the task.
AI drafts the test.

Review the setup and success rules. Run your agent in a local world, then inspect the records it changed.

SIX STEPS · EXPLORE AT YOUR PACE

FROM BRIEF TO EVIDENCE01 / 06

Start with a real task.

Describe the request, add your policy, and choose the starting data. Begin with a template or your own supported records.

YOUR TASK

Refund the duplicate payment. Keep the customer’s subscription active.

Refund policyWhat the agent is allowed to do
Starting recordsPayments, customer and subscription

A task and its context become the starting point.

Illustrative walkthrough. No agent or model runs on this page.

ILLUSTRATIVE WORKFLOW · MOCK DEMO

Watch an agent work. Then grade what it did, not what it said.

Worlds grades the state of the system after the run, not the transcript: what changed, what should have, and the dollars wrong per run. This synthetic example explains the workflow.

All figures and traces are illustrative, not measured agent performance or API references.

AGENT
FAILURES INJECTED
STEP 0 OF 12

WHAT THE AGENT SAID

WHAT THE WORLD RECORDED

·

STRIPE · EXAMPLE RUN VERDICT

Mock demo: the sessions and batch statistics are scripted examples, not measured results.

ILLUSTRATIVE METRICS · ACROSS 1,000 RUNS

ACTION ACCURACY 3.6%

ACTIONS OUTSIDE THE TASK 2

DROP UNDER FAILURES N/A

THE CATALOG

Test the systems your agent uses.

Each one is built to be reset, seeded and broken on purpose, and runs beside your agent, not inside it. When your agent says a task is done, Worlds diffs the environment and tells you what really changed.

● STRIPE AND ZENDESK BETA. REQUEST THE CONNECTOR YOUR TEAM NEEDS NEXT.

Stripe logo

Stripe

PAYMENTS & BILLING

Closed beta: the verified implemented billing and payments subset.

Shopify logo

Shopify

COMMERCE

Request Shopify support. Not included in this beta.

Zendesk logo

Zendesk

SUPPORT

Closed beta: native support workflows; live API qualification pending.

Salesforce logo

Salesforce

SALES & CRM

Request Salesforce support. Not included in this beta.

world1

/wərld/

I.n.

A working copy of a system your agent acts on. Same endpoints, same errors, same state machine. No real money and no real customers.

II.v.

To run an agent somewhere its mistakes are free.

1 Also see: Sparta, where soldiers were tested before they were trusted.