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WORKFLOW.md

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Glitch Gremlin 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

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
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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