Platform Engineering Playbook Podcast

**Will 70% of DevOps engineers disappear in the next 5 years?** That's the bold prediction kicking off today's deep dive into the massive career shift happening in tech right now. In this episode of Platform Engineering Playbook, we explore the critical transition from DevOps to Platform Engineering and what it means for your career survival. You'll discover why traditional DevOps roles are evolvi...

The monitoring tool everyone trusts is actually blind to 40% of your infrastructure failures—and the vendor knows it. Are you using an industry standard that misses almost half of all incidents? In this episode, we unravel the mystery of infrastructure monitoring tools and why your choice could be costing you dearly. As platform engineering teams grapple with an overwhelming array of options—from...

**73% of engineering teams are drowning in technical debt because of their CI/CD pipelines. Not despite them—because of them.** Are your automation tools secretly sabotaging your codebase? Today's Platform Engineering Playbook dives deep into the hidden ways CI/CD pipelines create technical debt and reveals practical strategies to break the cycle. **What You'll Learn:** • Why inheritance beats cop...

**Are major tech companies secretly abandoning Kubernetes certifications?** What we discovered about the future of K8s learning will change how you approach platform engineering in 2026. In today's Platform Engineering Playbook, we uncover why traditional Kubernetes education is becoming obsolete and what platform teams are doing instead. Plus, breaking news that could revolutionize your infrastru...

"92% of European companies don’t trust US cloud providers with their data anymore. So, AWS just locked itself out of its own Euro Cloud! This shocking move raises critical questions about data sovereignty and compliance for businesses operating in Europe.  In this episode, we dive deep into AWS's groundbreaking decision to create a completely isolated European cloud infrastructure, one that even A...

Terraform’s biggest competitor just made a move that could redefine infrastructure-as-code in 2026. Pulumi now runs Terraform and HCL natively—better than HashiCorp does. That’s not a migration tool, not a compatibility shim, but full native execution through the Pulumi engine, plus Terraform state hosted in Pulumi Cloud and financial credits to help teams exit existing HashiCorp contracts. In thi...

Cloudflare acquires the Astro Technology Company, adding a 1M-downloads-per-week web framework to their edge platform. We analyze the strategic implications, what stays open source, and lessons about framework sustainability for platform engineering teams. Key Topics: - Astro framework overview: islands architecture, framework-agnostic components, content-first approach - Why Cloudflare acquired A...

ScyllaDB just launched X Cloud with claims of double the performance at half the cost compared to DynamoDB. This episode breaks down the technical architecture behind their tablet-based approach, how they're achieving 80% data compression on ARM Graviton4 instances, and when this actually makes sense for platform engineering teams running high-throughput workloads. Key Topics: - ScyllaDB X Cloud t...

Your Linux servers aren't just running containers anymore—they're hosting invisible tenants that security teams can't even detect. In this episode, we deep dive into VoidLink, the new cloud-native malware framework that Check Point Research just uncovered. This isn't your typical malware that got retrofitted for the cloud—this thing was born in the cloud, designed from the ground up to evade every...

By 2025, 90% of new enterprise applications will be AI-powered and cloud-native. This episode explores the symbiotic relationship between AI and Kubernetes - where AI isn't just another workload, but is fundamentally transforming how we build and operate cloud native platforms. We cover real-world examples like Netflix's predictive scaling achieving 92% accuracy, the emergence of AI-driven observa...

MIT just released their 10 Breakthrough Technologies for 2026 - and three of them are infrastructure problems that platform engineers are solving right now. This episode explores hyperscale AI data centers consuming 96 GW globally by 2026, vibe coding with 41% of code now AI-generated, and LLM interpretability research from Anthropic. We break down how platform engineers enable these breakthroughs...

Every DNS query your hybrid environment makes could be exposing sensitive data. AWS Route 53 Global Resolver, announced at re:Invent 2025, combines anycast routing, encrypted DNS protocols (DoH/DoT), and managed threat filtering in a single service. In this episode, we cover: - Anycast DNS architecture routing to nearest of 11 AWS regions - DoH and DoT encrypted DNS protocol support - AWS RAM auth...

There's a Kubernetes cluster out there right now burning ten thousand dollars a month on GPU nodes that sit idle sixty percent of the time. Why? Because the scheduler can't say "only schedule pods on nodes with MORE than four GPUs." It's 2026, and our scheduler still can't count. But that's about to change. In this episode, we dive deep into two alpha features in Kubernetes 1.35 that represent a f...

New research from TUM reveals uncomfortable truths about cloud hardware stagnation. The paper "Cloudspecs: Cloud Hardware Evolution Through the Looking Glass" shows that the best-performing AWS instance for NVMe I/O per dollar was released in 2016 - and nothing since has come close. In this episode: • CIDR 2026 research from Technical University of Munich • AWS i3 instances from 2016 still beat al...

The same IPv6 transition your infrastructure team has been procrastinating on is now being weaponized by governments. On January 8, 2026, Iran's IPv6 address space dropped 98.5% while IPv4 remained intact—a surgical strike against mobile users. In this episode, we break down: - Why blocking IPv6 specifically targets mobile users (hint: carrier NAT exhaustion) - The BGP mechanics of protocol-specif...

A deep technical dive into the January 2026 Venezuela BGP route leak incident. Was it a cyberattack? The technical evidence says no - and that's actually more concerning. In this special deep-dive episode (no news segment), Jordan and Alex break down: - What actually happened on January 2, 2026 with AS8048 (CANTV, Venezuela's state ISP) - Why 10x AS-path prepending proves this was misconfiguration...

Deep dive into HolmesGPT, the CNCF Sandbox AI agent that revolutionizes cloud-native troubleshooting. This episode covers what it is, its 40+ integrations, the project roadmap, and how to set it up today. News Segment: AirFrance-KLM's secure automation platform with Terraform, Vault, and Ansible AWS ECS tmpfs mounts on Fargate for secure secrets handling Qwen 30B running on Raspberry Pi - democrat...

Docker just launched Kanvas, a visual tool that turns your architecture diagrams into deployable infrastructure. Built on Meshery (CNCF's 6th highest-velocity project), it converts Docker Compose files to Kubernetes manifests and challenges Helm and Kustomize dominance. In this episode, we explore: - The dev-to-prod gap that Kanvas solves - How Meshery Models add semantic understanding to infrastr...

The MCP server registry hit 10,000+ integrations, but most teams are running these servers on laptops. This episode breaks down the production architecture that Google, Red Hat, and AWS are converging on: remote MCP servers deployed on Kubernetes. We cover three deployment patterns (local stdio, remote HTTP/SSE, and managed), the critical difference between wrapper-based and native API implementat...

AWS launched DevOps Agent at re:Invent 2025 as an "autonomous on-call engineer." But before you cancel your PagerDuty subscription, we separate marketing from mechanics. NEWS THIS EPISODE: • KubeCon Europe 2026: March 23-26 in Amsterdam, 224 sessions across 5 tracks • Platform Engineering 2026 Predictions: Agentic infrastructure becomes standard In this deep-dive episode, we cover: WHAT IT PROMISE...

AWS doubled the core count on their flagship ARM processors with Graviton5—192 cores in a single socket, 5x L3 cache (180MB), and 3nm fabrication. We go deep on ARM vs x86 architecture, cache hierarchy latencies, NUMA elimination benefits, formal verification security proofs, and a complete migration framework with multi-arch CI/CD patterns. With 98% of top EC2 customers already on Graviton, the A...

OpenTelemetry has won the instrumentation wars with 95% adoption predicted for 2026. But winning data collection doesn't solve observability's real problems: spiraling costs, signal-to-noise ratios declining, and too much distance between seeing a problem and fixing it. In this episode, we break down: • Netflix's evolution to high-cardinality analytics processing 1M+ spans per episode • The cost-c...

Why did an API key management platform abandon edge serverless for stateful containers? Unkey hit 30ms p99 cache latency when they needed sub-10ms—so they rebuilt everything on AWS Fargate. This episode covers the technical decision-making framework for choosing between serverless and containers, plus a deep dive into Kubernetes 1.35's new structured z-pages for debugging. In This Episode: - The s...

Why do 73% of organizations experience outages from alerts they ignored? This episode breaks down the technical shift from reactive thresholds to SLO-driven observability. Learn multi-window burn-rate alerting patterns, AIOps implementations that actually work, and an 8-week migration path to cut alert noise by 80%. In This Episode: - The alert fatigue paradox: 2000+ weekly alerts with only 3% act...

Platform engineers who understand security operations—secrets management, vulnerability scanning, and compliance automation—are commanding premium salaries in 2026. This episode breaks down the security ops specialty: what it includes, why organizations are desperate for it, and how to build these skills alongside your existing platform engineering expertise. In this episode: • Security ops specia...