v11.0 — Now with AI Agent Failure Modeling

Stop Breaking Production.
Start Simulating It.

FaultRay simulates infrastructure failures in memory — before they happen in production. Zero risk. Full visibility.

terminal
$ faultray tf-check plan.json

╭──────────── FaultRay Terraform Guard ────────────╰

Score Before: 72/100
Score After: 45/100 (-27 points)

NEW RISKS:
- Database is now a single point of failure
- Cache has no replication (data loss risk)

Recommendation: HIGH RISK - Review Required

╮───────────────────────────────────────────────────╯

terraform apply Broke Production. Again.

Every DevOps engineer has a horror story. A config change that looked harmless. A cascade failure at 2am. The plan output looked fine — and then production fell over.

💥

Cascade Failures from "Harmless" Changes

A single config tweak triggers a chain reaction across your infrastructure. By the time you see it, half your services are down.

👀

Single Points of Failure Nobody Noticed

That database with replicas: 1 slipped through code review. You found out at 2am when it went down.

🤷

No Way to Test Resilience Before Deploying

Traditional chaos engineering means breaking production. Regulated industries can't do that. Most teams won't risk it.

Simulate Before You Ship

FaultRay builds a mathematical model of your entire system and simulates 2,000+ failure scenarios in memory. Nothing breaks. You just get answers.

1

Graph-Based Cascade Simulation

Model your entire infra as a dependency graph. Inject faults virtually. See exactly what breaks — and what survives.

2

Multi-Layer Availability Limits

Mathematically prove your theoretical maximum uptime across hardware, software, operations, and external dependencies.

3

AI Agent Failure Modeling

First tool to simulate how infrastructure failures cause AI agents to hallucinate, loop, or cascade errors through your system.

Three Commands. Full Visibility.

No agents to install. No infrastructure changes. No credentials needed beyond what Terraform already has.

Step 1 — Install

One-line setup

$ pip install faultray
Step 2 — Define

Import or define your infra

$ faultray tf-import
Imported 47 resources from terraform state

$ faultray init
Created infra.yaml template
Step 3 — Simulate

See what breaks

$ faultray simulate
Resilience Score: 72/100
Scenarios tested: 2,000+
Critical: 3 Warning: 12 Passed: 85

Works With Your Stack

Vendor-agnostic simulation that works across any infrastructure topology.

Terraform AWS Azure GCP Kubernetes Datadog PagerDuty Grafana OpsGenie Slack Prometheus GitHub Actions

Why Teams Switch to FaultRay

Gremlin Steadybit AWS FIS FaultRay
Approach Breaks real things Breaks real things Breaks real things Math simulation
Production risk Medium-High Medium Medium Zero
Setup Agent per host Agent per host AWS only pip install faultray
Scenarios Manual Manual AWS only 2,000+ auto-generated
Availability proof No No No 5-Layer Limit Model
AI agent testing No No No 7 fault types
Cost $$$$ $$$ $$ Free / Open Source

Start Free. Scale When Ready.

No credit card required. Install and start simulating in under a minute.

Free
$0/mo
For individuals and small projects
  • 5 components
  • 10 simulations / month
  • CLI only
  • Community support
  • Cascade simulation engine
Install Free
Enterprise
$299/mo
For organizations with compliance requirements
  • Unlimited components
  • Unlimited simulations
  • SSO / SAML integration
  • Insurance API access
  • Multi-region DR analysis
  • Security feed (CVE/CISA/NVD)
  • Dedicated support
  • Custom integrations
Contact Us

Install in Seconds

One command. No agents. No infrastructure changes.

$ pip install faultray

Click to copy

Ready to Stop Breaking Production?

Join engineering teams who simulate failures before they ship. Free forever for small projects.