AI apps

2 items

ARTICLEDEV.to AI·11d ago

Code Migration Without the Dread: What We Learned Building Nometria

AI-built applications often hit an "infrastructure wall" at production scale, as builders prioritize iteration velocity over resilience. This leads to issues with data ownership, rollback strategies, and proper CI/CD, causing failures when robust production systems are required.

code migration production scaling infrastructure AI apps

DOCAWS Machine Learning Blog·14d ago

From idea to AI app: Creating intelligent research assistants with Strands

The content discusses simplifying the process of building AI applications, such as intelligent research assistants, without requiring extensive machine learning expertise. It addresses challenges like orchestrating API calls and managing conversation state, aiming to prevent straightforward AI ideas from escalating into overly complex projects.

Strands learning AI apps research assistants