Deploying Your AI Agent › Deployment Checklist
Michael BrenndoerferAugust 18, 20251 min read
AI Agent HandbookAll chapters Part 14 of 15Deployment and Operations - From Prototype to Production
Deploying Your AI Agent › Deployment ChecklistOne section · Sections in this chapter8 / 10 ↓
Sections in this chapter10
Before you deploy, run through this checklist to make sure you're ready:
Code Organization:
- All files organized logically
- Dependencies documented in
requirements.txtor equivalent - Configuration uses environment variables, not hardcoded values
- README explains how to set up and run the agent
Security:
- API keys stored securely (environment variables or secrets manager)
- No sensitive data committed to version control
- Input validation to prevent malicious requests
- Rate limiting to prevent abuse
- Error handling for API failures and network issues
- Logging for debugging and monitoring
- Health check endpoint to verify the agent is running
- Graceful shutdown handling
Testing:
- Agent tested with various inputs
- Edge cases handled (empty messages, very long inputs, etc.)
- Load testing if expecting multiple users
Once you've verified these points, you're ready to deploy. Start with a simple deployment to test everything, then iterate based on what you learn.