StackOps AI 🇦🇺

About the channel

StackOps AI is a channel for senior and lead engineers building production AI systems. We cover LLMOps, AI agents, multi-cloud infrastructure, and the real engineering decisions that don't show up in tutorials. Every video is built from hands-on consulting work — deployments across AWS, Azure, and GCP, with real clients, real constraints, and real tradeoffs. Topics include CrewAI, LangGraph, Databricks, MLflow, RAG pipelines, evaluation frameworks, AWS CDK, FastAPI, and cloud-native AI architecture. No hype. No beginner walkthroughs. Just production-grade depth for engineers who are actually building. We also work directly with engineering teams and organisations looking to deploy AI systems at scale. If you're working through an LLMOps challenge, a Databricks migration, or a multi-cloud AI architecture, reach out at stackopsai2025@gmail.com New videos on a regular cadence — deep dives, not surface-level overviews.