by Javier Elorduy | May 15, 2025 | Architecture
Nowadays, microservices architectures are increasingly common for building scalable and flexible systems composed of autonomous services. However, these benefits bring new challenges, especially in failure management. One of the most critical challenges is resilience,...
by Javier Elorduy | Apr 17, 2025 | Artificial Intelligence
A production RAG architecture can look deceptively simple in a proof of concept: connect a language model to a collection of documents, retrieve a few relevant passages and generate an answer. The difficulty begins when that same system meets real users, changing...
by Javier Elorduy | Mar 21, 2025 | Artificial Intelligence
“We want to implement AI, but our data isn’t ready.” This concern comes up repeatedly in conversations about AI adoption. It is legitimate, because an effective AI data strategy cannot ignore data quality. Incomplete, inconsistent or poorly governed data can weaken an...
by Javier Elorduy | Feb 28, 2025 | Architecture
In today’s world of distributed architectures, managing transactions that span multiple microservices is one of the greatest challenges. This is where the Saga pattern in microservices comes into play. It provides a practical way to coordinate local transactions,...