Marvin G6 | Engineering, AI & Automation

Sign in Subscribe

Topic

MLOps

A collection of 2 issues

Green Lights, Wrong Answers: Why Agentic Observability Breaks Down at Scale

AI agents fail silently while dashboards stay green. Learn why traditional monitoring misses six critical failure patterns and what telemetry you need instead.

The Hidden Infrastructure Tax: Running GLM-5.2, Kimi K2.7, and Other Frontier Open-Weight Models in Production

Self-hosting GLM-5.2 or Kimi K2.7? Learn the real infrastructure costs: KV cache sizing, GPU networking, serving frameworks, and a framework for deciding when to self-host.