Live Runtime Protection Playground
Simulate an Autonomous AI Agent Incident in Real Time
Experience how Observyze severs runaway retry loops, prevents budget drain, and halts prompt injections before they reach upstream LLM providers.
Featured Production ScenariosClick any scenario to inspect traces and evaluation audits
Simulated Spans
16
Across 6 agent execution traces
Circuit Breakers
2 Tripped
Severed runaway retry loops
Spend Prevented
$14.20
Simulated waste blocked at gateway
Avg Turn Latency
3026ms
P95 span execution duration
Simulated Execution Traces6 available
Runaway Retry Loop ($0.89 Cost Spike)
AutonomousAgent.executeWorkflow
Cost: $0.8900Latency: 6120ms
Circuit Breaker Severed Execution (State: OPEN)
Execution budget cap ($0.80) exceeded after 4 recursive iterations. Downstream requests intercepted with HTTP 429.
Execution Spans (4)
Selected Span Payload: Iteration 1 (Schema Mismatch)ID: span-03-retry-1
Input Payload
{
"prompt": "Extract entities from invoice payload"
}Output / Response
{
"error": "Schema validation failed: missing line_items"
}Architecture Comparison
Why Autonomous Agents Require Runtime Control
Standard LLM observability logs errors after they happen. Observyze intercepts them before budget overruns impact your balance sheet.
Without Observyze (Passive Logging)
- ✕Runaway Loops: Tool validation errors cause infinite reflection cycles until client timeout (40+ turns, $15–$50 billed).
- ✕Silent Hallucinations: Fabricated medication or policy details reach end users without attribution checks.
- ✕Post-Mortem Only: Teams only discover billing cascades days later from credit card alerts.
With Observyze (Runtime Control)
- ✓In-Process & Gateway Circuit Breakers: Halts execution automatically once spend cap ($0.80) or max turns are crossed.
- ✓Factual Grounding Engine: NLI models audit individual claims against retrieved vector documents in real time.
- ✓Pre-Dispatch Guardrails: Prompt injections and jailbreaks blocked before reaching provider APIs.
Ready to guard your production AI agents?
Integrate in under 5 minutes with our lightweight Python / TypeScript SDK, or route supported clients through the Observyze Proxy Gateway. 100,000 free traces included.