Live multi-agent cyber simulation

VersaGuard

Cloud-native cybersecurity simulation and automation platform. Orchestrate AI red/blue teams, run realistic scenarios at scale, and turn every action into structured intelligence.

10k

Simulated endpoints

500

Concurrent agents/tenant

200ms

95th percentile API latency

99.9%

Uptime target

Realistic attack & defense

True multi-agent scenarios with red, blue, SOC, and more.

LLM + RL orchestration

LangGraph-driven workflows with OpenAI and policy agents.

Cloud-native infrastructure

Docker/Kubernetes automation, dynamic ephemeral & persistent agents.

Enterprise performance

10k endpoints, 500+ concurrent agents, sub-200ms APIs.

Platform capabilities

Everything you need to simulate, observe, and optimize cyber operations at scale.

Multi-agent orchestration

LangGraph nodes and edges define actions, loops, and agent comms.

JSONB event storage

PostgreSQL with rich schema for actions, outcomes, and metadata.

pgvector RAG

Embedding search across summaries, commands, and contexts.

Container lifecycle

Ephemeral vs persistent agents with autoscaling and pooling.

LLM tool-use

OpenAI integration, IaC generation, safety guards, Pydantic output.

GraphQL + Realtime

FastAPI, Strawberry GraphQL, subscriptions, and WebSockets.

Zero-trust security

Vault, TLS everywhere, RBAC, audit logging, segmentation.

Caddy web gateway

Automatic HTTPS, routing, security headers, and rate limits.

> 95%

Scenario completion

< 200ms

API p95 latency

> 99.9%

Uptime

< 30s

Container start

Built for your stack

Integrates with modern infra, SIEM, and threat intel tools.

OpenAI

LangGraph

PostgreSQL + pgvector

Redis

Docker

Kubernetes

Caddy

Vault

Wazuh

MISP

Nmap

Metasploit

Use cases

From training to automation, VersaGuard adapts to your mission.

Red vs Blue drills

Run realistic adversary simulations and blue team defenses with measurable objectives.

Incident response

Practice detection, triage, and containment with real-time alerting and replay.

Cloud attack paths

Provision IaC, emulate cloud misconfigurations, and validate controls end-to-end.

Launch your first scenario

Spin up agents, connect to your lab or cloud, and start generating actionable security intelligence.