AI Workflow

End-to-End User Workflow

1. Wallet Connection

• User connects Solana wallet (Phantom, Solflare, etc.)

• SDK verifies wallet connection and balance

• User approves token allowance for Glitch Gremlin operations

2. Chaos Request Creation

1. User selects test parameters:

   • Target program address

   • Test type (Fuzz, Load, Exploit, Concurrency)

   • Duration (60-3600 seconds)

   • Intensity (1-10 scale)

2. SDK validates parameters

3. User approves token transfer for test fee

4. On-chain:

   • ChaosRequest account created

   • Tokens escrowed

   • Request marked as Pending

3. Off-Chain Processing

1. AI Engine picks up request from queue

2. Spins up test environment:

   • Local test validator

   • Forked mainnet environment

   • Containerized malicious traffic simulation

3. Executes test scenario based on parameters

4. Records metrics:

   • Transaction throughput

   • CPU usage

   • Error logs

   • Discovered vulnerabilities

4. Result Finalization

1. AI Engine signs proof of completion

2. On-chain:

   • ChaosRequest status updated

   • Tokens released/refunded

   • Results reference stored (IPFS/Arweave)

3. Off-chain:

   • Detailed logs stored

   • Metrics analyzed

   • Vulnerability report generated

5. User Notification

1. SDK monitors request status

2. User receives notification when complete

3. Results available through:

   • SDK methods

   • CLI tools

   • Web interface

Workflow Diagram

```mermaid
sequenceDiagram
    participant User
    participant Wallet
    participant SDK
    participant Blockchain
    participant AIEngine
    
    User->>Wallet: Connect
    Wallet->>SDK: Approve connection
    User->>SDK: Create chaos request
    SDK->>Blockchain: Validate & create request
    Blockchain->>SDK: Request created
    SDK->>AIEngine: Add to queue
    AIEngine->>AIEngine: Execute test scenario
    AIEngine->>Blockchain: Finalize request
    Blockchain->>SDK: Update status
    SDK->>User: Notify completion
    User->>SDK: Retrieve results
```

Key Considerations

Rate Limiting

• Max 10 requests per minute per user

• Minimum 2 seconds between requests

• Max 1M tokens escrowed per request

Security

• Multisig control for critical operations

• Signed proofs from AI engine

• Comprehensive error handling

Monitoring

• Real-time status updates

• Detailed test metrics

• Vulnerability reports