Post by Trek10, Inc.

Why do so many generative AI projects never make it past the demo? Turning a promising proof of concept into a reliable, scalable production system requires more than just picking the right model. In our new blog by Guille Ojeda, we break down what it actually takes to run generative AI in production—drawing from 200+ real-world deployments. From choosing the right Amazon Web Services (AWS) services and managing context at scale, to building evals that catch regressions and avoiding costly anti-patterns, we share the practical lessons that turn promising POCs into reliable, scalable systems. Read the full blog 👉 https://hubs.li/Q041W0-c0 Trek10 is now part of Caylent! Follow Caylent for future updates and news.