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
Chapter 39Deploying Your AI Agent › Deployment Checklist
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Before you deploy, run through this checklist to make sure you're ready:

Code Organization:

  • All files organized logically
  • Dependencies documented in requirements.txt or 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

Reliability:

  • 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.