4 posts
In the traditional world of distributed systems, our primary concern was the deterministic flow of data: a request comes in, we query a relational database, apply business logic, and return a JSON res...
The shift toward Generative AI has forced cloud architects to move beyond traditional CRUD applications and grapple with a fundamental "Buy vs. Build" dilemma: should we leverage a managed service lik...
Building a production-grade system for Large Language Model (LLM) inference at scale represents a fundamental shift in distributed systems design. Unlike traditional microservices at companies like Ub...
The rapid proliferation of Large Language Models (LLMs) like Llama 3, Mistral, and Falcon has shifted the cloud engineering focus from model training to efficient, scalable inference. For organization...