Author Archives: Lucian Systems

Episode 28: Taming Kubernetes Complexity: Automation, Cost, and Control

In this episode of the CloudTweaks Podcast, host Steve Prentice speaks with Maxim Melamedov – CEO and Co-Founder of Zesty about why Kubernetes has become central to modern cloud, data, and AI workloads, and why it also introduces significant operational and financial challenges. The discussion breaks down how Kubernetes enables scale while increasing complexity around […]

AI in Cloud Optimization: From Reactive Cost Control to Intelligent FinOps

Cloud adoption has matured rapidly over the last decade. Enterprises now operate complex, multi-account, multi-service cloud environments that support mission-critical workloads. While this scale delivers flexibility and speed, it also introduces a persistent challenge: controlling cloud costs without sacrificing performance or innovation. Traditional cloud optimization approaches, such as periodic audits, static rules, and manual cost […]

The SANDPIT Framework: A Blueprint to Mastering Cloud GenAI Sandbox Governance 

As organizations rush to harness the full potential of Generative AI (GenAI), they are recognizing that responsible experimentation at scale requires a controlled approach. This strategic necessity is driving the widespread adoption of cloud-based GenAI sandboxes, that provide an isolated environment for learning, prototyping, and testing of GenAI products, before moving to production. Because of […]

Alert Fatigue Isn’t Just a SOC Problem; It’s a Business Risk

Sometimes we get so stuck in the weeds that we forget to apply normal common sense, especially to heady cybersecurity principles. Luckily, this one isn’t so heady: it’s just so obvious that we don’t see it anymore. We’re talking about alert fatigue, and why more companies don’t start there instead of levying hefty investments downstream […]

Happy New Year! AWS Weekly Roundup: 10,000 AIdeas Competition, Amazon EC2, Amazon ECS Managed Instances and more (January 5, 2026)

Happy New Year! I hope the holidays gave you time to recharge and spend time with your loved ones. Like every year, I took a few weeks off after AWS re:Invent to rest and plan ahead. I used some of that downtime to plan the next cohort for Become a Solutions Architect (BeSA). BeSA is […]

Legacy IAM was built for humans — and AI agents now outnumber them 82 to 1

Active Directory, LDAP, and early PAM were built for humans. AI agents and machines were the exception. Today, they outnumber people 82 to 1, and that human-first identity model is breaking down at machine speed. AI agents are the fastest-growing and least-governed class of these machine identities — and they don’t just authenticate, they act. […]

Cloud Desktops Change the Rules for Endpoints

Cloud workspaces have moved from “pilot” to “default” for many organizations, largely because the application stack has moved. Productivity suites, collaboration, line-of-business tools, and identity workflows increasingly live in the cloud, while desktop delivery is shifting from on-prem VDI to Desktop as a Service (DaaS). The market signals back this up. Gartner forecasts worldwide public cloud end-user […]

Enterprise AI Breakthroughs Are Coming Fast

Real Large Action Models, or LAMs, are still in their infancy. Early examples like Google’s RT-2 or consumer devices such as Rabbit R1 exist, but consistent production-grade outcomes remain elusive. LAMs require enormous amounts of diverse training data covering environmental states, actions, and feedback loops. Gathering this data at scale is both expensive and technically […]