Crucible simulates payment failures, vendor outages, rate limit cascades, and adversarial conditions so you can validate agent behavior before it costs you.
General-purpose eval platforms test whether agents can hold a conversation. They don't test whether agents can handle a payment API returning a 429 at 3am, a vendor silently degrading response quality, or a price spike that should trigger a budget hold.
Crucible is built specifically for agents that transact. The ones connected to payment rails, procurement systems, and financial APIs. The ones where failure has a dollar sign attached.
Timeouts, partial charges, duplicate transactions, gateway switches under load. Test how your agent recovers when the payment rail breaks.
What happens when 50 agents hit the same API simultaneously? Simulate throttling, backoff failures, and queue starvation.
Test whether agents respect spending limits when vendors raise prices mid-session or when cheaper alternatives go offline.
Validate that agents halt, escalate, or switch vendors when they encounter regulatory constraints or approval requirements.
Simulate services returning slower responses, lower-quality data, or deprecated endpoints. Does your agent notice? Does it switch?
Inject manipulated pricing, fake success codes, and malformed payloads. Verify your agent doesn't blindly trust external services.
Point Crucible at your agent's API dependencies. We generate mock environments that mirror real vendor behavior, latency, and failure modes.
Pick from pre-built financial scenarios or create custom ones. Run thousands of simulations in minutes. See exactly where your agent breaks.
Get a risk score before every deployment. Track cost efficiency, vendor selection quality, and compliance adherence across every simulation run.
Crucible is building the testing infrastructure that transactional AI agents deserve. Because in production, there are no do-overs.