PodcastRe-Platforming Your Tech StackPushed backThe team's machine learning operations requirements differed from what a platform team focused mainly on model development would initially provide.22:00
Threads / The platform team / 2025
The platform team in 2025
14 sessions
PodcastRe-Platforming Your Tech Stack
PodcastKubernetes, AI Gateways, and the Future of MLOpsClaimAlexa Griffith said platform teams are working to abstract Kubernetes concepts away from users who do not need to understand pods, containers, or virtual services.10:58
Comparing ZenML, Metaflow, and all the other DAG toolsPushed backEric rejects the interpretation that the platform stack makes ZenML and Metaflow genuinely interchangeable without substantial work.29:49
PodcastI Am Once Again Asking "What is MLOps?"ClaimOleksandr Stasyk says platform and engineering organizations need empathy between specialties, including understanding researchers' need for experimentation and data engineers' downstream responsibilities.23:07
Iceberg, MCP, and MLOps: Bridging the Gaps for EnterprisePushed backSimba Khadder and Caleb Baechtold explain Iceberg's stronger adoption than Delta by pointing to openness and weaker vendor lock-in, while noting Delta's Python support advantages.57:40
Hard Learned Lessons from Over a Decade in AIPushed backMike Del Balso disputes the assumption that platform teams can reliably summarize their value by adding up dollar estimates from internal users.32:26
PodcastPackaging MLOps Tech Neatly for Engineers and Non-engineersClaimJukka Remes's team built an MLOps platform from loosely integrated open-source components to support client development, deployment, and operation of models.3:59
PodcastInside Uber's AI Revolution: Everything About How They Use AI/MLClaimMichelangelo provides Uber developers with a centralized, end-to-end platform for managing machine-learning lifecycles without needing to handle the underlying infrastructure.2:44
How to Self-Host an AI AgentClaimMeryem says high-agency systems can access sensitive internal tools and databases, making them more exposed to sensitive information than simple chatbots.5:18
PodcastThe GPU Uptime BattleClaimPlatform engineers should provide services rather than make users manage infrastructure layers such as Kubernetes clusters and networking components.31:58