AgentModeAI

Technical Preparation Checklist

Infrastructure and data requirements for production AI agent deployment

Deployment Readiness
0%
💻
Compute
🌐
Network
🔒
Security
📊
Data

⚙️ Infrastructure Requirements

💻
Compute Resources
  • GPU Instances
    High-performance computing for model inference 2x A100 or equivalent
  • CPU Fallback
    Backup processing capacity for resilience 32 cores minimum
  • Memory
    RAM for model loading and data processing 128GB RAM
  • Storage
    Fast storage for models and datasets 1TB SSD with 10k IOPS
🌐
Networking
  • Bandwidth
    High-speed data transfer capability 10Gbps minimum
  • Latency
    Low-latency connection to API endpoints <50ms to API endpoints
  • Redundancy
    Failover capability for high availability Multi-region failover
🔒
Security
  • Firewall Rules
    Network access controls configured Defined and tested
  • API Gateway
    Protection against API abuse Rate limiting configured
  • Secrets Management
    Secure storage for credentials and keys Vault or equivalent
  • Monitoring
    Security event logging and alerting SIEM integration ready

📊 Data Preparation

10,000+
Training Examples
Minimum dataset size for effective model fine-tuning and specialization
20%
Validation Holdout
Reserved data for model performance validation and overfitting prevention
100
Edge Case Scenarios
Comprehensive test cases covering unusual inputs and boundary conditions
✓
Bias Testing Coverage
Demographic representation verified across all protected categories