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AgentOps Platform

AI Agent Orchestration, Cost Control & Security — run agent workflows, track spend, and enforce governance in one control plane.

AgentOps is built on the AegisAI security core (registry, Prompt Guard, OPA, audit, anomalies, RBAC, SSO, SIEM) and adds operational layers for orchestration, cost, and marketplace.

Platform

Product site: aiagentops.com.ru · Docs: docs.aiagentops.com.ru · Repo: valera7623/AgentOps

What AgentOps Does

Capability Description
Workflows Multi-agent chains, cron & webhook triggers, templates, HITL pause/resume
Cost & budgets Tokens, latency, USD pricing, hard budget stops, WebSocket alerts
Marketplace Publish, rate, and install agent packages across tenants
Observability Executive dashboard — top expensive / slow / failing agents
Agent Registry Register, heartbeat, Shadow AI discovery
Policy Engine OPA/Rego with GDPR, HIPAA, FZ-152 + workflow fail-closed
Prompt Guard Injection / jailbreak / leakage checks before LLM calls
Audit & SIEM Signed audit trail; Syslog / CEF / Splunk / ELK export
HITL Human approval for high-risk or workflow steps
SSO / RBAC Keycloak, Okta, Google, Entra ID · 5 roles

Quick Start

git clone https://github.com/valera7623/AgentOps.git
cd AgentOps
docker compose up --build
Service URL
Frontend http://localhost:5173
API (OpenAPI) http://localhost:8001/docs
Redis (host) localhost:6380 → container :6379
OPA http://localhost:8181

Dev super-admin (from docker-compose.yml):

  • Email: admin@aegisai.com
  • Password: admin123

Production

Use strong SECRET_KEY / SUPER_ADMIN_PASSWORD and domain aiagentops.com.ru. Never deploy into the live AegisAI tree — use /home/smdg/agentops.

Architecture Overview

flowchart TB
    subgraph Clients
        SPA[Vite Frontend :5173]
        SDK[Python SDK]
        WH[Webhook / Cron]
    end

    subgraph AgentOps["AgentOps :8001"]
        API[FastAPI]
        WF[Workflow Engine]
        COST[Cost Tracker]
        MKT[Marketplace]
        PG_GUARD[Prompt Guard]
        PE[Policy / OPA]
        AUD[Audit + HITL]
    end

    subgraph Data
        PG[(PostgreSQL)]
        RD[(Redis)]
        OPA[OPA :8181]
    end

    SPA --> API
    SDK --> API
    WH --> WF
    API --> WF
    API --> COST
    API --> MKT
    WF --> PE
    WF --> COST
    API --> PG
    API --> RD
    PE --> OPA

Next Steps