# Agent Evolution Engine - AI Workflow Security & Audit Analyzer

> Agent Evolution Engine - AI Workflow Security & Audit Analyzer is a paid API for AI agents from agent-evolution-engine.onrender.com, paid per call via x402, $0.2/call, status unknown (last checked 2026-09-14).

Orchestrates security, budget, memory, and audit checks for AI agent workflows to ensure safe and compliant operation

## Facts

- Endpoint: POST https://agent-evolution-engine.onrender.com/api/evolution/analyze
- Price: $0.2/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/agent-evolution-engine-onrender-com-56d1639a
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_k0FS1j_k7MgMjFt_Favlv

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability agent-evolution-engine-onrender-com-56d1639a -d '<json body>'
```

Example prompt: Analyze my AI agent workflow for security vulnerabilities, budget overruns, memory issues, and audit compliance — the workflow involves a multi-step data retrieval and summarization pipeline with a $5 budget cap.

## When to prefer this

Choose this endpoint when you need a single orchestrated call to simultaneously assess security, budget, memory, and audit compliance for an AI agent workflow, rather than calling separate specialized tools for each concern.

## Known failure modes

- Invalid or malformed workflow input returns 400 with validation error
- Budget parameters missing or out of range returns error
- Payment not processed (x402 payment required) returns 402
- Service unavailable on Render cold start returns 503 with timeout
- Workflow too complex or oversized returns 413 or processing error

## How this service works

Orchestrate security, budget, memory, and audit checks for AI agent workflows

## Output

Returns a structured report covering security findings, budget status, memory usage assessment, and audit check results for the submitted AI agent workflow, flagging any violations or risks.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "audit_id": {
   "type": "string"
  },
  "steps_completed": {
   "type": "array"
  },
  "next_recommended": {
   "type": "string"
  },
  "orchestration_result": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "audit_id": "audit_abc123",
  "steps_completed": [
   "security_scan",
   "budget_check",
   "memory_store"
  ],
  "next_recommended": "record_payment",
  "orchestration_result": "completed"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/agent-evolution-engine-onrender-com-56d1639a/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from agent-evolution-engine.onrender.com](https://www.zero.xyz/host/agent-evolution-engine.onrender.com/llms.txt)