stateless design

2 items

ARTICLEDEV.to AI·21d ago

"The Bug That Forced Us to Add Agent Memory"

This article explains why the Nexus Core AI OS team had to implement persistent memory for their AI agents, moving away from an initial stateless design. They encountered bugs where agents forgot information and repeated tasks, leading them to build a system to address these contextual memory issues.

AI architecture agent memory stateless design Debugging

ARTICLEDEV.to AI·4/21/2026

Why I gave up on databases.

When scaling an autonomous AI server farm with many agents, traditional databases failed due to locking and I/O overhead. The adopted solution was a stateless 'Zero-DB' pipeline, using localized flat-files instead of database connections.

AI architecture database alternatives scaling AI stateless design