How do autonomous software agents transition from answering questions to completing real work for your company?

Overview

Host Dan Ciruli (VP and General Manager of Cloud Native at Nutanix) sits down with Leslie Lee (Chief Product Officer at Squid AI) to explore the evolution of autonomous agents in business environments. They discuss combining structured and unstructured data, automating complex tasks through backend execution, and maintaining strict security in enterprise settings. Discover how tech leaders can successfully deploy smart agents while maintaining data privacy and strong guardrails.

CHAPTERS
00:00 - Introduction and Host Welcome   
02:01 - The Before Times: Life Before Video Streaming   
05:02 - Moving Beyond Basic Text Responses to Real Action 
06:48 - Unlocking Hidden Value in Unstructured Data 
09:55 - How Autonomous Agents Execute System Actions   
10:48 - Personal Productivity vs Enterprise Governance 
12:35 - Custom Workflows and Open Source Automation 
14:22 - Adoption Trends Across Startups and Legacy Enterprises 
15:15 - Real World CRM Automation and Sales Time Savings
16:11 - Choosing Where to Run Agents Across On-Premises and Cloud 
18:13 - Rapid Interactive Prototyping in Hours   
19:40 - Short-Lived vs Long-Running Agent Memory 
22:27 - Signal or Noise: The Future of Artificial Employees   
23:40 - Conclusion and Final Takeaways   

RESOURCES: The Evolution of Service Communication: https://www.youtube.com/watch?v=vUdI6VTEg6U

Can enterprise IT run resilient, cloud-like infrastructure on standard commodity hardware?

In this episode of I/O You an Explanation, host Dan Ciruli (VP, GM Cloud Native) and Steve Carter (Director of Product Marketing) trace the origins of Nutanix AOS from Google File System principles to modern multi-cloud operations. Discover how hyperconverged architecture eliminated single points of failure in IT infrastructure and why Kubernetes is maturing for stateful applications.

CHAPTERS 

00:00 Intro & Tech Flashback 

01:14 How Collaboration Tech Changed the Workplace 

04:08 Early Nutanix History & Employee #33 

05:31 Why Monolithic SANs Created IT Bottlenecks 

11:08 Understanding Hyperconverged Infrastructure (HCI) 

12:54 How Nutanix AOS Mastered VDI Workloads 

15:41 The Full-Circle Journey to Kubernetes & Microservices 

17:28 Hot Take / Cold Take: Kubernetes for Stateful Applications 

RESOURCES

HCI Guide: https://www.nutanix.com/go/what-is-nutanix-hyperconverged-infrastructure-download

Kubernetes Guide: https://www.nutanix.com/go/set-a-course-for-success-with-kubernetes-on-nutanix-download

Watch Next

What is an AI Gateway and Why Do Your LLM Workloads Need One?: https://youtu.be/JED5IZlaR7Y

What Is Model Context Protocol (MCP) and How Does It Work?: https://youtu.be/rMAfBKLZkTk

#Nutanix #CloudNative #Kubernetes

What is an AI Gateway, and why are traditional API gateways no longer enough for modern generative AI applications?

In this episode of I/O You an Explanation, host Dan Ciruli sits down with Ashwini Vasanth, Principal Product Manager, to demystify the critical role of AI Gateways in managing enterprise LLM workloads.

What You’ll Learn:
What is an AI Gateway? 

• How AI gateways extend beyond legacy API gateways to handle token-based metering, streaming outputs, and vendor lock-in prevention.
• How do AI Gateways optimize costs? Explore token rate-limiting, cost tracking, and budget controls to keep AI infrastructure expenses in check.
• How does semantic routing and semantic caching work? Learn how understanding query intent enables intelligent caching and routing to lower-cost models.
• What are Neoclouds? Discover why GPU-focused cloud providers are gaining traction alongside public cloud giants.

Chapters & Timestamps
00:00:00 - Introduction & Ashwini Vasanth's Journey to Product Management
00:04:26 - The Before Times: Navigation Before GPS
00:07:05 - API Gateways vs. AI Gateways
00:10:20 - Token Metrics: TTFT and Inter-Token Intervals
00:17:10 - Token Rate Limiting & Enterprise Budget Controls
00:20:25 - Semantic Routing & Intelligent Caching
00:24:28 - Signal or Noise: Neoclouds

Related Content & Resources
Blogs
Introducing Nutanix Agent Gateway
Orchestrating the Hybrid AI Frontier

Related Episodes
I/O You an Explanation - Episode 1
I/O You an Explanation - Episode 2
I/O You an Explanation - Episode 3

The input: Too much tech jargon. The output: Clarity. 
On this episode of I/O You an Explanation, host Dan Ciruli (VP and General Manager of Cloud Native at Nutanix) sits down with Laura Jordana (Principal Technical Marketing Engineer) to unpack this open-source protocol. Subscribe to I/O You an Explanation for monthly enterprise tech insights without the fluff.

Technology moves fast, but some of the most important infrastructural shifts are happening way out at the absolute edge of the network. In this episode of I/O You an Explanation, host Dan Ciruli sits down with Lynn Comp, Head of Data Center Group Market Readiness at Intel, to unpack why edge computing has become the hottest topic in modern architecture.

From the streaming platforms caching your favorite holiday movies to the high-stakes world of real-time sports analytics, edge computing is quietly rewriting the rules of data processing. But bringing compute closer to the user isn't without its massive operational headaches—think extreme power constraints, cooling limits, and managing thousands of remote deployments without an on-site technician.

Key Takeaways From This Episode:

• The Evolution of Frictionless Tech: A look back at the chaos of pre-rideshare transit and how edge deployment mirrors that exact shift from centralized clunkiness to localized, instant results.
• The True Definition of "The Edge": Why the edge isn't a single place, but a spectrum of landing zones ranging from local Wi-Fi gateways and CDNs to enterprise interchanges and client PCs.
• Mission-Critical Edge Cases: How real-time data filtration prevents smart city traffic systems from looking like a accidental Denial of Service (DoS) attack, and how Major League Baseball manages massive visual data pipelines per pitch.
• The Physical Reality Check: The harsh hardware truths of deploying high-performance tech (like 300W GPUs) in places with the "shelf life of a banana" and no IT staff on hand.
• Hot Take / Cold Take: Will we see humanoid robots walking among us in the office within the next five years?

What does it take to turn a tech trend into a global standard?

In this episode of I/O You an Explanation, recorded live at Nutanix .NEXT, host Dan Ciruli sits down with the "Explainer-in-Chief," Kelsey Hightower, to discuss the intersection of open-source legacy and the next frontier of automation.

Kelsey bridges the gap between "The Before Times"—the grit of 80s gaming and the birth of Linux—and today’s rapid shift toward Agentic AI. He shares a masterclass in tech adoption, using a brilliant analogy involving Run-D.M.C. and Adidas to explain why Kubernetes became the industry standard.

And in our "Signal or Noise" segment, Kelsey dives into the architecture of modern automation. He introduces the "Zero Token Architecture" mindset—a philosophy focused on maximizing the efficiency of Agentic AI by knowing exactly where to apply generative power and where to leverage classic code. It’s a vital blueprint for any enterprise looking to build scalable, sustainable AI workflows.

Key highlights include:

🎮 The Before Times: Nostalgia for the Atari 2600 and the "ritual" of the NES.

🔓 The Open Source Explosion: How the community-driven model changed the enterprise forever.

👟 The Culture of Code: Why trends only become products when the community "walks around" in them.

🤖 Smart Automation: A deep dive into Agentic AI and why "Zero Token Architecture" is the key to efficiency.

☁️ Cloud Native Wisdom: Kelsey’s journey from CoreOS to helping build the Kubernetes ecosystem.

About the Guest:
Kelsey Hightower is a renowned open-source pioneer and developer advocate. Known for his unique ability to simplify the most complex technical concepts, Kelsey has been a driving force in the cloud-native world and continues to shape the way we think about infrastructure and automation.

Subscribe to explore the past, present, and future of tech with the experts.

How did we go from manual 15-disk Windows installs to the seamless automation of modern cloud native environments? In this inaugural episode of I/O An Explanation, host Dan Ciruli sits down with industry legend Louis Ryan (CTO of Solo.io, co-founder of Istio, and co-inventor of gRPC) to unpack the past, present, and future of how services talk to one another.

We dive into the foundational technologies that revolutionized modern software communication. Whether you are building internal microservices or public-facing APIs, this episode provides a masterclass on balancing performance with developer convenience.

In this episode, we cover:

• The "Before Times": A look back at life before high-bandwidth connectivity and the labor-intensive era of floppy disks.
• The REST Revolution: Why JavaScript Object Notation (JSON) and OpenAPI became the "democratizing" force for 21st-century commerce.
• The Rise of gRPC: Why Google built a high-performance alternative to REST.
• Mastering the Service Mesh: Breaking down the architectural shift that allows platform teams to manage service communication without breaking your budget.
• Synchronous vs. Asynchronous: Why Louis has a "cold take" on the future of async communication.

About the Guest: Louis Ryan is a pioneer in service communication. As a co-founder of the Istio project and a co-inventor of gRPC, his work at Google and Solo.io has shaped the way modern cloud-native applications are built and secured.

Watch the Conversation: Prefer to see the tech in action? You can watch the full video podcast over at the Nutanix Newsroom or on YouTube. See Dan and Louis break down 20 years of cloud architecture in an engaging, face-to-face format.

📽️ Watch on Nutanix Newsroom 

📺 Subscribe on YouTube