• CRITICAL
  • MARGINAL
  • LOGIC
  • HUMAN

How to stress test system designs with your AI

Connect Hawking Boundary Prover to your agent to turn it into a rigorous architectural critic. It stops the AI from being a yes man and forces it to find where your logic breaks.

Ask AI about this page

Short answer

How can I use AI to find flaws in my system design?

You use the Hawking Boundary Prover to force your agent to validate specific constraints and edge cases. This process exposes failure points in your technical architecture. You'll see exactly where your design hits a wall.

The results.

Where your design flaws land.

The AI categorizes every weakness it finds into specific buckets for you to review.

CRITICAL

Hard failure points

The AI identifies where your architecture fundamentally breaks under specific constraints. These are the non-negotiable flaws that require immediate redesign.

MARGINAL

Edge case warnings

These are the weird, unlikely scenarios that could still crash your system. The AI flags these so you can decide if they are worth fixing.

LOGIC

Constraint violations

The AI checks if your design actually obeys the rules you set. It catches instances where your logic contradicts your stated requirements.

HUMAN

Manual review needed

Some edge cases are too nuanced for the AI to judge alone. It hands these off to you to make the final call on the design's viability.

The workflow

What your AI does when the design arrives.

The AI stops being a passive observer and starts acting as a rigorous validator.

  1. Constraint Mapping

    Your agent reads your architecture and maps out every hard limit and boundary you've defined.

    validate_hawking_boundary

  2. Boundary Testing

    The AI runs the design against those limits to see if the logic holds up at the edges.

    validate_hawking_boundary

  3. Failure Identification

    It isolates the exact points where the design violates a constraint or hits a limit.

    validate_hawking_boundary

  4. Risk Categorization

    The AI sorts these findings into actionable categories based on severity and type.

    validate_hawking_boundary

Try it

Copy these to start.

Use these prompts to kick off the stress testing process.

Starting points

Swap out the bracketed text for your actual technical specs or documentation.

Hawking Boundary Prover Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_yMN6urkUYACm1x77B80uVAhuEDOIE9U6QYD0dyI8/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Hawking Boundary Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "hawking-boundary-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yMN6urkUYACm1x77B80uVAhuEDOIE9U6QYD0dyI8/mcp"
    }
  }
}
Copy into chat04

  • Analyze this system architecture for boundary violations: [paste architecture description]

  • Using the Hawking Boundary Prover, find the edge cases in this database schema: [paste schema]

  • Test the constraints of this microservices communication plan: [paste plan]

  • Identify where this cloud infrastructure design hits its scaling limits: [paste infra details]

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Hawking Boundary Prover once, then ask.

One click connects this MCP to your client. Your credentials stay encrypted and you can start testing immediately.

Connect Hawking Boundary Prover to your AI

FAQ

How the testing behaves

  • 01

    Can the AI change my design automatically?

    No. The AI only identifies flaws and validates boundaries. You must make all changes to your design yourself.

  • 02

    Will it delete my architecture files?

    No. The AI only reads your data to perform validations. It has no capability to modify or delete your files.

  • 03

    Does it work with any design document?

    It works with any text-based description of a system, schema, or architecture that you provide to the chat.

  • 04

    How does it find edge cases?

    It uses the validate_hawking_boundary tool to check your design against the specific constraints you've defined.

  • 05

    Can I use this with Cursor or Claude?

    Yes. You can use this with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • More questions about Hawking Boundary Prover? The Connector page answers them. See everything the Hawking Boundary Prover Connector can do

Connect Hawking Boundary Prover to Claude, Cursor, ChatGPT & more