Every machine learning engineer eventually encounters this challenge: a model that performs perfectly in a notebook often fails in production. The problem isn’t the algorithm itself; it’s everything surrounding it. In a lab environment, data is clean, schemas are consistent, and dependencies remain stable. However, in a production environment, data changes daily, infrastructure evolves, and … Read more
I’m a longtime operations person who picked up coding to better back my developers. Everyone told me Python was the only path for AI, but I saw real potential in Ruby on Rails. I used Rails 8.0.2 and wanted to weave in an integration with OpenAI. Picking OpenAI was simply a requirements match of needing … Read more
Catchpoint’s story grabs you from the start. The team launched in 2008, spun out of Google after the DoubleClick deal, so they built their platform on real‑world experience. At Cloud Field Day 22, they showcased how Internet Performance Monitoring (IPM) links every metric to actual user impact. What Is IPM? IPM goes beyond raw network … Read more
Hi Again, HYCU! This is my second time getting a view into the HYCU platform and team. I’ve really enjoyed previous presentations and their passion about the problem they solve is clear and inspiring. It’s even more fun knowing that HYCU is a nifty shortform for Hybrid Cloud Uptime. Built on a Strong Foundation HYCU … Read more