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Strale Agent Trace Analyzer
x402
Strale Agent Trace Analyzer is a paid API for AI agents from api.strale.io, paid per call via x402, $0.216/call, status unknown (last checked 2026-10-12).
Analyzes agent log/trace output to evaluate behavior, detect anomalies, and return a cryptographically-audited trace analysis record
Price / call$0.216
Success—
StatusUnknown
How this service works
Analyze AI agent execution traces (LangChain/CrewAI/AutoGen). Identifies failure points, root causes, token waste, and suggests fixes.
Output
Returns a structured analysis of the provided agent trace, including detected steps, behavioral flags, anomaly indicators, and a cryptographic audit record with chain hashing for tamper-evident logging.
Example use cases
Debugging a misbehaving agent run
“My agent did something unexpected last night — here's the trace output it produced. Can you analyze it and tell me what went wrong and where it deviated from expected behavior?”
Compliance audit of agent actions
“I need to audit what our AI agent did during yesterday's customer session for compliance review. Please analyze this trace and flag any actions that look problematic: [trace log here].”
Verifying agent correctness before deployment
“Before I push this agent to production, can you analyze this sample trace from a test run and confirm there are no anomalous steps or tool calls that look suspicious?”
Technical details
Endpoint
GEThttps://api.strale.io/x402/v2/agent-trace-analyze?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need cryptographically audited, tamper-evident analysis of AI agent traces — especially in compliance, safety, or multi-agent orchestration contexts where you need a verifiable record of what an agent did and why. Prefer this over generic log analysis tools when you need the audit chain hashing guarantee and structured behavioral evaluation specific to AI agent execution patterns.
Side effects
- Missing or empty 'trace' query parameter returns a 400 validation error
- Malformed or unrecognizable trace format may yield low-confidence or incomplete analysis
- Very long trace strings may be truncated or time out
- Payment failure or insufficient USDC balance returns a 402 response
- Non-GET HTTP method returns a 405 error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| tracerequired | string | Agent log/trace output |
Output
Schema · Response
{
"root_cause": {
"type": "string"
},
"step_count": {
"type": "integer"
},
"failure_type": {
"type": "string"
},
"failure_point": {
"type": "string"
},
"suggested_fix": {
"type": "string"
}
}Tags
x402
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