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๐ŸŽฅ DevOps, IaC, and SRE

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You are browsing the AI-Curated V2 Elite Edition. Looking for the exhaustive list of references? Check out the V1 Historical Archive.

Welcome to the DevOps, IaC, and SRE section of the V2 Video Hub. Explore curated high-density videos with architectural summaries.

Prometheus

๐ŸŽฌ Prometheus: The Documentary

Architectural Summary

This documentary explores the architectural genesis of Prometheus at SoundCloud, detailing how the shift to microservices necessitated a fundamental pivot from host-based monitoring to a pull-based, multi-dimensional metric data model. In a 2026 cloud-native context, understanding these foundational design decisionsโ€”specifically the trade-offs of localized TSDB storage, HTTP pull mechanics, and PromQLโ€”is vital for architecting self-healing, high-cardinality observability pipelines across distributed, edge, and hybrid-cloud environments.

Prometheus: The Documentary

Terraform Enterprise

๐ŸŽฌ Standardizing infrastructure automation with Terraform Enterprise

Architectural Summary

This presentation details AXA Group's cloud migration strategy (ATLAS) utilizing Terraform Enterprise as the cornerstone of their multi-cloud and private IaaS migration factory. It highlights how a highly regulated financial enterprise standardizes infrastructure-as-code (IaC) practices across multiple global subsidiaries to accelerate cloud adoption while maintaining governance. For a 2026 cloud-native landscape, this case study provides key insights into scaling self-service provisioning, implementing policy-as-code, and automating multi-tenant enterprise architectures at massive scale.

Standardizing infrastructure automation with Terraform Enterprise

HashiCorp Stack Terraform Vault Consul Boundary

๐ŸŽฌ Building a developer platform? Ask these questions.

Architectural Summary

This session details how to build secure, scalable developer platforms by defining 'golden paths' using HashiCorp's suite of automation tools, including Terraform, Vault, Consul, and Boundary. It provides a strategic framework for resolving key platform engineering challenges such as Day 2 operations, infrastructure dependency mapping, secure access control, and seamless local-to-remote environment transitions. By abstracting cloud complexity, the session demonstrates how to deliver high-velocity self-service capabilities to development teams while ensuring governance and security compliance.

Building a developer platform? Ask these questions.

Azure DevOps and GitHub Actions

๐ŸŽฌ Panel: Azure DevOps vs. GitHub Actions

Architectural Summary

This panel discussion provides a comprehensive architectural comparison between Azure DevOps and GitHub Actions, focusing on enterprise governance, extensibility, and CI/CD workflow migration strategies. It outlines decision frameworks for hybrid platform setups, highlighting how organizations can leverage GitHub Actions for modern cloud-native developer velocity while maintaining Azure DevOps for mature project management, test plans, and strict regulatory compliance. Essential for cloud architects planning long-term toolchain evolution, this session clarifies integration pathways and future-proof migration strategies.

Panel: Azure DevOps vs. GitHub Actions

DevSecOps

๐ŸŽฌ What is DevSecOps? DevSecOps explained in 8 Mins

Architectural Summary

This video details the transition from traditional, late-stage security audits to DevSecOps, explaining how shifting security left eliminates deployment bottlenecks in fast-paced delivery pipelines. It covers the automation of static analysis (SAST), software composition analysis (SCA), and container scanning directly within CI/CD workflows. In a 2026 cloud-native context, this paradigm is critical for securing ephemeral microservices and maintaining continuous compliance without sacrificing deployment velocity.

What is DevSecOps? DevSecOps explained in 8 Mins

FinOps

๐ŸŽฌ The Brutal Truth Behind Tech Layoffs

Architectural Summary

This analysis dissects the macroeconomic shift from hyper-growth talent hoarding to hyper-efficiency, highlighting the systemic collapse of bloated engineering teams in favor of lean, automated operations. For a 2026 cloud-native landscape, this underscores the critical role of platform engineering and robust FinOps architectures designed to maximize resource utilization while minimizing human-in-the-loop operational overhead. Architects must leverage these insights to build self-healing, highly automated platforms that successfully decouple organizational scale from headcount.

The Brutal Truth Behind Tech Layoffs

GitOps

๐ŸŽฌ GitOps Guide to the Galaxy

Architectural Summary

Every other Thursday at 3pm ET hosts Hilliary Lipsig and Jonathan Rickard dive into everything in the GitOps universe, from solutions to common problems in end-to-end CICD pipelines, to creating Git workflows. This series explores how GitOps enhances modern application delivery and discusses the latest news around best practices and Cloud Native architecture.

Jenkins

๐ŸŽฌ Jenkins Tutorials

Architectural Summary

This comprehensive video series details core Jenkins CI/CD automation techniques, including Pipeline-as-Code implementations and system management best practices. In a 2026 cloud-native context, mastering Jenkins remains critical for orchestrating complex build pipelines, bridging the gap between legacy infrastructure and modern Kubernetes deployment targets. The tutorials provide foundational architectural patterns for establishing scalable, automated, and reproducible continuous integration workflows across distributed enterprise environments.

NetBox

๐ŸŽฌ NetBox Zero To Hero

Architectural Summary

NetBox serves as the foundational source of truth for modern network automation by integrating IP Address Management (IPAM) and Data Center Infrastructure Management (DCIM) into a unified database. In a 2026 Cloud Native ecosystem, it empowers Infrastructure as Code (IaC) pipelines to dynamically query and enforce intended network state via robust APIs, effectively eliminating configuration drift. This architectural approach bridges the gap between physical hardware tracking and automated, declarative network orchestration across complex hybrid environments.