AI Architect Circle · Interactive challenges

Don’t just explain the design.
Put it under pressure.

Trigger a failure. Follow the evidence. Change a decision and see what happens. Practice the judgment behind an AI system you can explain and defend.

Challenge 1 is free. Sign in with Google or your existing Circle account to play. Newsletter subscription is optional.

A fictional AI refund assistant

Authorized$45.00One refund. One business promise.
01 Refund submitted02 Provider commits the refund03 Response lost · TIMEOUT? Is another attempt safe?

What the application knows ≠ what actually happened.

One challenge. Seven stages. Twenty-three laboratory cases.

Your first execution lab.

Free · Sign-in required

Challenge 01 · AI agents & distributed systems

The Refund That Disappeared

Your AI agent sends a $45 refund. The connection times out. It retries—and the customer receives $90.

Can you repair the recovery policy without blocking legitimate customer work? Inspect request keys, provider responses, the actual ledger, and the message your customer sees.

  • Idempotency
  • Uncertain outcomes
  • Bounded retries
  • Recovery ownership

Sign in, review the participation notice, then start your saved learning journey. No payment, API key, or live model required.

An authored teaching simulation with a fictional provider contract. No money moves. Practice scores are not certifications or hiring assessments. Enrollment, structured decisions, validation, and results are saved privately to your account. Free-text notes stay in this browser. A saved Pass can qualify for a limited founding-access claim, subject to the campaign terms and administrator activation. Privacy details →

Challenge 02 · Seven incidents · Twenty-one practice cases

Save the Ticket Launch

Active Founding Learner Pass

One seat. Two customers. Your AI says both are confirmed.

Trace a race for the last ticket, late payments, duplicate webhooks and unsupported AI promises. Repair the architecture, replay the same workload, and defend your decisions with event evidence.

  • Inventory authority
  • Lease fencing
  • Payment reconciliation
  • AI commitment
Explore Challenge Two →

Included during your existing founding pass. No second claim, card or extension.

Build the next one with us

What should we put under pressure next?

Bring a failure you’ve seen, an interview question, or a design decision you want to explore. Tell Rohit what surprised you in the lab.

Updates use your existing AI Architecture Brief subscription. Free challenge access does not depend on subscribing.