Maintenance and Updates › The Maintenance Mindset

Michael BrenndoerferAugust 22, 20251 min read
AI Agent HandbookAll chapters
Part 14 of 15Deployment and Operations - From Prototype to Production
Chapter 41Maintenance and Updates › The Maintenance Mindset
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Effective maintenance isn't just about fixing problems when they arise. It's about building systems and practices that make maintenance manageable and prevent problems from becoming crises.

Here are the principles that guide good maintenance:

Expect Change: Don't treat your deployed agent as finished. Assume you'll need to update it regularly. Design with updates in mind.

Test Before Deploying: Never push changes directly to production. Test them in a safe environment first.

Monitor Continuously: Keep watching your metrics and logs. Catch problems early, before they affect many users.

Document Everything: Future you (or your teammates) will need to understand why things are built a certain way. Write it down.

Iterate Gradually: Make small, incremental changes rather than big rewrites. Small changes are easier to test and safer to deploy.

These principles help you maintain your agent without constant stress or user-facing problems.