Episode 285 · Day Two DevOps
D2DO285: The Death of IaC Has Been Greatly Exaggerated
22 Oct 2025 · 40 min
Episode 285 · Day Two DevOps
22 Oct 2025 · 40 min
While declaring the death of Infrastructure as Code (IaC) or Terraform may get you clicks on LinkedIn, IaC is alive and kicking. On today’s Day Two DevOps we talk about why IaC still matters. Guest Malcolm Matalka argues that IaC provides the tools and a model for managing infrastructure across its lifecycle in a structured ... Read more »
by Packet Pushers · English · Tech & Science
Join hosts Ned Bellavance and Kyler Middleton as they dive deep into the challenges of DevOps from the perspective of seasoned practitioners. You'll hear from expert guests—technical leaders, trainers, and consultants with years of hands-on experience—discussing the nuances of DevOps. From AWS…
E288 · 3 Dec 2025 · 47 min
Ned and Kyler sit down with Deana Solis, a freelance FinOps engineer and mentor. They discuss the undervalued skills of communication, look at the inherent biases and misplaced confidence of AI models, and offer guidance for those starting their careers. Deana also talks about her journey to discover the intersection of technology, career, and finding ... Read more »
E287 · 19 Nov 2025 · 38 min
Ever wonder what it takes to level up your career in data science? Senior Data Scientist Darya Petrashka joins Ned and Kyler to share her personal journey from management and linguistics into data science, the real difference between a junior and a senior role, and helps us get under the “data science umbrella” to see ... Read more »
E286 · 5 Nov 2025 · 41 min
If you think managing Kubernetes clusters is hard, what about managing Kubernetes clusters across three different public clouds? We dive into the challenges that arises from running multi-cloud Kubernetes workloads. These challenges include workload identity, DNS query resolutions, and security. Here to help us navigate this complexity and offer possible solutions is Goutam Tadi, Staff ... Read more »
E315 · 7 Oct 2026 · 47 minNew
Ned and Kyler explore the challenges and best practices of running AI agents securely at scale with guest Michael Levan. Together they discuss operational realities of agentic workloads such as specialized AI gateways, semantic routing, sandboxing, and the importance of robust observability practices. AdSpot Sponsor: Gartner The Gartner IT Infrastructure Operations and Cloud Strategies Conference, ... Read more »
E314 · 23 Sep 2026 · 46 min
Ned and Kyler talk with Jim Jones about data protection, backups, and security in the age of hybrid cloud and AI. They explore the operational challenges of integrating automated AI agents into enterprise workflows, the need for proper permission scoping, immutable backups, and data security posture management (DSPM). AdSpot Sponsor: Gartner The Gartner IT Infrastructure ... Read more »
E313 · 16 Sep 2026 · 46 min
In this sponsored episode, Paul Delory of Gartner joins Kyler and Ned to discuss the reconciler pattern for operations and the shift toward continuous operations. Together they discuss how immutable infrastructure, policy as code, and platform engineering help bridge the gap between traditional IT and modern automation. They also highlight Gartner’s upcoming Infrastructure, Operations & ... Read more »
E312 · 9 Sep 2026 · 43 min
How can network architects successfully manage 95,000 hosts while navigating the complexities of large-scale cloud migrations? Devender Singh, a Principal Cloud Architect, joins Ned and Kyler to discuss the practical realities of managing network chaos, the migration from Transit Gateways to AWS Cloud WAN, and strategies for addressing the technical debt often encountered during enterprise ... Read more »
E311 · 26 Aug 2026 · 50 min
Traditional peer review processes are breaking down in the new AI era. Dylan Ratcliffe, founder and CEO of Overmind Technology, joins Ned and Kyler to discuss the importance of treating AI as a machine to be audited rather than a peer. Together they share practical advice on how to adapt peer review processes and culture ... Read more »
E310 · 12 Aug 2026 · 42 min
Tyler Lynch, Outbound CTO at IBM, joins the show to discuss shifting from “tokenmaxxing” to “valuemaxxing” by optimizing AI agent workflows for efficiency. They explore using Obsidian for persistent agent memory to combat context bloat, the critical importance of secure sandboxing practices, and the strategic use of parallel verification to ensure your agents are performing ... Read more »
E309 · 29 Jul 2026 · 58 min
Today, several members of our Packet Pushers podcast team assemble to discuss whether the grass is greener on the NetOps or DevOps side of the telemetry fence. William of The Cloud Gambit, Scott of Total Network Operations, and Ned and Kyler of Day Two DevOps discuss the difficulties and differences of getting telemetry and state ... Read more »