Fictional production incidents. Synthetic data. Nothing leaves your browser.
A newly ingested runbook is dominating retrieval and steering an operations agent toward an unsafe action.
Quarantine the source, disable write tools, preserve traces and rebuild the affected index after review.
A read-oriented support tool can access financial and credential tables through its backend identity.
Replace the backend identity with least privilege, split tool capabilities and audit historical access.
An agent repeatedly calls the same troubleshooting tool and token spend is climbing.
Stop the loop, enforce iteration/tool budgets, add terminal conditions and inspect the trigger.
Primary model provider latency exceeds 20 seconds and error rate is rising.
Activate tested degraded/fallback mode, protect queues and compare behavior before broad failover.
A user receives a citation from another business unit's restricted document collection.
Disable affected retrieval path, restore ACL metadata, re-index and test tenant isolation.
A business unit wants to launch a customer-facing agent in two weeks using sensitive CRM data and write-capable tools.
Classify risk, route through architecture/security/production gates, and narrow capabilities for the first release.
Future interactive labs will keep answers and progress in local browser storage unless a user explicitly opts into an account later.