DevOps Weekly Digest - Week 48, 2025
⚡ Curated updates from Kubernetes, cloud native tooling, CI/CD, IaC, observability, and security - handpicked for DevOps professionals!
📌 Handpicked by DevOps Daily - Your weekly dose of curated DevOps news and updates!
⚓ Kubernetes
📄 Introducing the fully managed Amazon EKS MCP Server (preview)
Learn how to manage your Amazon Elastic Kubernetes Service (Amazon EKS) clusters through simple conversations instead of complex kubectl commands or deep Kubernetes expertise. This post shows you how
📅 Nov 21, 2025 • 📰 AWS Containers Blog
📄 How Google Does It: Building the largest known Kubernetes cluster, with 130,000 nodes
At Google Cloud, we’re constantly pushing the scalability of Google Kubernetes Engine (GKE) so that it can keep up with increasingly demanding workloads — especially AI. GKE already supports massive 6
📅 Nov 21, 2025 • 📰 Google Cloud Blog
📄 Guide to Amazon EKS and Kubernetes sessions at AWS re:Invent 2025
In this post, we provide a comprehensive guide to the 48 Amazon EKS and Kubernetes sessions at AWS re:Invent 2025, covering everything from simplified cluster management with Amazon EKS Auto Mode to a
📅 Nov 21, 2025 • 📰 AWS Containers Blog
📄 How I Cut Kubernetes Debugging Time by 80% With One Bash Script
Here's the truth about Kubernetes troubleshooting: 80% of your time goes into finding WHAT broke and WHERE it broke. Only 20% goes into actually fixing it. For months, I lived this reality, managing e
📅 Nov 20, 2025 • 📰 DZone DevOps
📄 Kubernetes CSI Drivers
In the Kubernetes ecosystem, storage has many facets. The most obvious ones are StorageClass, PersistentVolume, and PersistentVolumeClaim. We have all used them to get storage mounted to pods, but tha
📅 Nov 20, 2025 • 📰 DZone DevOps
📄 An architectural decision: Containers on bare metal or on virtual machines
Building and running modern applications begins with selecting Kubernetes distribution as a baseline. Once a platform team has selected its orchestration layer, one of the next architectural choices i
📅 Nov 20, 2025 • 📰 CNCF Blog
📄 What's new in the migration toolkit for virtualization 2.10
The migration toolkit for virtualization 2.10 (MTV) is now generally available and expands on capabilities introduced in the recent release to better support your virtual machine (VM) migration journe
📅 Nov 19, 2025 • 📰 OpenShift Blog
📄 Top 5 hard-earned lessons from the experts on managing Kubernetes
Kubernetes has transformed how modern organizations deploy and operate scalable infrastructure, and the hype around automated cloud native orchestration has made its adoption nearly ubiquitous over th
📅 Nov 18, 2025 • 📰 CNCF Blog
📄 Kgateway v2.1 is released!
Kgateway is an open source implementation of the Kubernetes Gateway API that unifies ingress, API gateway, service mesh, and AI gateway capabilities in a singular modular control plane. Built for perf
📅 Nov 18, 2025 • 📰 CNCF Blog
☁️ Cloud Native
📄 The Rising Importance of Governance at SwampUP Berlin 2025
On November 12-14, the Docker team was out in numbers at JFrog SwampUP Berlin 2025. We joined technical sessions, put on a fireside chat, and had conversations with attendees there. We’d like to thank
📅 Nov 21, 2025 • 📰 Docker Blog
📄 Accelerate container troubleshooting with the fully managed Amazon ECS MCP server (preview)
Amazon ECS today launched a fully managed, remote Model Context Protocol (MCP) server in preview, enabling AI agents to provide deep contextual knowledge of ECS workflows, APIs, and best practices for
📅 Nov 21, 2025 • 📰 AWS Containers Blog
📄 How Docker Hardened Images Patches Vulnerabilities in 24 hours
On November 19, 2025, the Golang project published two Common Vulnerabilities and Exposures (CVEs) affecting the widely-used golang.org/x/crypto/ssh package. While neither vulnerability received a cri
📅 Nov 21, 2025 • 📰 Docker Blog
📄 Streamline container image signatures with Amazon ECR managed signing
Container image security is critical for modern applications with the increasing adoption of containerized workloads. Organizations need reliable ways to verify the authenticity and integrity of their
📅 Nov 21, 2025 • 📰 AWS Containers Blog
📄 Beyond the Hype: How to Use AI to Actually Increase Your Productivity as a Dev
When I started incorporating AI tools into my workflow, I was first frustrated. I didn't get the 5x or 10x gains others raved about on social. In fact, it slowed me down. But I persisted. Partly becau
📅 Nov 21, 2025 • 📰 Docker Blog
📄 Introducing IBM Apptio Product TCO: Turn Product Spend into Strategic Investments with Clear, End-to-End Visibility
Many organizations have transitioned from traditional service-based delivery models to a product-based approach. Driven by the rise of agile working, this transformation represents a fundamental shift
📅 Nov 21, 2025 • 📰 Kubecost Blog
📄 Friday Five — November 21, 2025
Techaisle - Red Hat’s AI Platform Play: From "Any App" to "Any Model, Any Hardware, Any Cloud"Red Hat's AI 3 strategy aims to be the "Linux of enterprise AI," offering an open, standardized platform t
📅 Nov 21, 2025 • 📰 Red Hat Blog
📄 Docker Model Runner Integrates vLLM for High-Throughput Inference
Expanding Docker Model Runner’s Capabilities Today, we’re excited to announce that Docker Model Runner now integrates the vLLM inference engine and safetensors models, unlocking high-throughput AI inf
📅 Nov 20, 2025 • 📰 Docker Blog
📄 Introducing Template Version Pinning for Functions
As of version 0.18.0 of the faas-cli, you can now pin templates to a specific version via the stack.yaml file for more reproducible builds and to avoid unexpected changes. Why pin a template? Pinning
📅 Nov 19, 2025 • 📰 OpenFaaS Blog
📄 The MonkCast: WASM and Edge Compute
Our CEO Matt Butcher recently joined the Monkcast for an episode on Wasm, Edge Computing and beyond - diving deep into topics around serverless compute, network latency and OSS.
📅 Nov 18, 2025 • 📰 Spin Blog
🔄 CI/CD
📄 Less clutter, more control: Manage flag permissions at scale
Preset Role Scope and Flag Lifecycle Settings can help you issue cleaner, faster releases.
📅 Nov 24, 2025 • 📰 LaunchDarkly Blog
📄 Prompt Engineering Best Practices
Poorly written prompts can throw entire AI projects off track.
📅 Nov 24, 2025 • 📰 LaunchDarkly Blog
📄 Dig deeper into the data powering your charts
Explore the data behind your charts to validate results and make informed decisions
📅 Nov 24, 2025 • 📰 LaunchDarkly Blog
📄 Why AI Integration in DevOps is so Important
AI is transforming DevOps security with real-time threat detection, automated scanning and predictive analytics. Learn how AI strengthens CI/CD pipelines and protects modern software delivery.
📅 Nov 21, 2025 • 📰 DevOps.com
📄 Evolving GitHub Copilot’s next edit suggestions through custom model training
GitHub Copilot’s next edit suggestions just got faster, smarter, and more precise thanks to new data pipelines, reinforcement learning, and continuous model updates built for in-editor workflows. The
📅 Nov 20, 2025 • 📰 GitHub Blog
📄 GitLab 18.6: From configuration to control
Editor’s note: After this blog was originally published, the default Security Manager role was withdrawn from the release. It will be included in a future update. The content below has been updated fo
📅 Nov 20, 2025 • 📰 GitLab Blog
📄 Harness FME - Fast and Furious | Blog
Read about all the updates we have made to Harness FME | Blog
📅 Nov 20, 2025 • 📰 Harness Blog
📄 How we’re making GitHub Copilot smarter with fewer tools
We're using embedding-guided tool routing, adaptive clustering, and a streamlined 13-tool core to deliver faster experience in VS Code. The post How we’re making GitHub Copilot smarter with fewer tool
📅 Nov 19, 2025 • 📰 GitHub Blog
📄 Amazon introduces two benchmark datasets for evaluating AI agents’ ability on code migration
Introduction: Repository-Level Code Migration Code migration is a repository-level transformation process that modernizes entire software projects to run on new platforms, frameworks, or runtime envir
📅 Nov 19, 2025 • 📰 AWS DevOps Blog
📄 How to write a great agents.md: Lessons from over 2,500 repositories
Learn how to write effective agents.md files for GitHub Copilot with practical tips, real examples, and templates from analyzing 2,500+ repositories. The post How to write a great agents.md: Lessons f
📅 Nov 19, 2025 • 📰 GitHub Blog
📄 Making your business resilient against Cloudflare like outages | Blog
Cloudflare-like outages can cost your business a significant amount of money. This week’s Cloudflare global outage is a wake-up call for business resilience. You can stay resilient against such outage
📅 Nov 19, 2025 • 📰 Harness Blog
📄 Harness in Seattle at PASS Data Community Summit 2025 | Blog
Discover AI-powered schema changes, Flyway support, and modern DB governance with Harness at PASS Summit 2025. | Blog
📅 Nov 18, 2025 • 📰 Harness Blog
🏗️ IaC
📄 Introducing AWS CloudFormation Stack Refactoring Console Experience: Reorganize Your Infrastructure Without Disruption
AWS CloudFormation models and provisions cloud infrastructure as code, letting you manage entire lifecycle operations through declarative templates. Stack Refactoring console experience, announced tod
📅 Nov 22, 2025 • 📰 AWS DevOps Blog
📄 Amazon Athena for Apache Spark is now available in Amazon SageMaker notebooks
Amazon SageMaker now supports Amazon Athena for Apache Spark, bringing a new notebook experience and fast serverless Spark experience together within a unified workspace. Now, data engineers, analysts
📅 Nov 21, 2025 • 📰 CloudFormation Updates
📄 All Pulumi CLI flags are now supported as environment variables
With the release of Pulumi v3.208.0, all CLI flags can now be configured as environment variables. This addresses a common friction point of having to remember the same flags across multiple commands
📅 Nov 21, 2025 • 📰 Pulumi Blog
📄 Enforce AWS Organizations Tag Policies with Pulumi
Tags are the foundation of cloud governance, enabling cost allocation, ownership tracking, compliance reporting, and automation across your AWS infrastructure. Yet missing or inconsistent tags remain
📅 Nov 20, 2025 • 📰 Pulumi Blog
📄 Snyk and Continue Partner to Embed AI-Powered Security into Every Step of the Developer Workflow
Snyk is excited to announce a new partnership with Continue, which will embed AI-powered security into every step of the SDLC. This partnership allows developers to scan code, dependencies, and IaC us
📅 Nov 18, 2025 • 📰 Snyk Blog
📊 Observability
📄 Understanding AI behavior: LLM observability in AI Configs
Get deeper visibility into model behavior and impact with LLM observability.
📅 Nov 24, 2025 • 📰 LaunchDarkly Blog
📄 Observability for AI Workloads: A Primer
Observability and AI Artificial Intelligence (AI) s a set of techniques, methods, and strategies that lets computers perform complex tasks that require skills usually associated with human beings, suc
📅 Nov 21, 2025 • 📰 SUSE Blog
📄 Scaling AI the Right Way: Platform Patterns for Performance and Reliability
AI performance breaks long before the model runs. Learn how ingestion speed, elastic training, low-latency inference, observability and automation create reliable, scalable AI systems.
📅 Nov 21, 2025 • 📰 DevOps.com
📄 Change Tracking for Better Post-Incident Monitoring
Explore how Change Tracking can help troubleshoot outages or incidents caused by recent deployments, and provide valuable insights into those changes.
📅 Nov 21, 2025 • 📰 New Relic Blog
📄 Unleashing the Power of Monitoring: Master Your WordPress with New Relic
Optimizing your WordPress site is essential. Learn how to use New Relic and OpenTelemetry for comprehensive monitoring, enhancing performance and user experience.
📅 Nov 21, 2025 • 📰 New Relic Blog
📄 How to Keep a Secure Environment with New Relic: Your Observability Shield
Learn how to use New Relic to ensure the security of your applications and keep a threat free environment.
📅 Nov 21, 2025 • 📰 New Relic Blog
📄 Is the OTCA Exam Right for You? Insights for Both Newcomers and Advanced Users
In the IT industry, certifications often generate debate – some regard them as essential career milestones, while others question their practical value. While OpenTelemetry is getting widely adopted,
📅 Nov 21, 2025 • 📰 OpenTelemetry Blog
📄 Breaking siloes: How to use cross-store correlations with Grafana
Grafana is great at hopping between signals in its native backends (Grafana Loki, Grafana Mimir, Grafana Tempo). But your data doesn’t have to live there to get the same smooth workflow. Afterall, we
📅 Nov 21, 2025 • 📰 Grafana Blog
📄 How to build workflows that catch bugs early and keep code moving
Observability isn’t just about collecting data. It’s about connecting the dots across your stack to answer why something is broken, not just what is broken. For developers, this means the ability to a
📅 Nov 20, 2025 • 📰 Dynatrace Blog
📄 What the Cloudflare Outage Teaches Us About System Limits and Latent Bugs
Cloudflare outage analysis: Learn how predictive observability helps teams find bugs and prevent system failures using Input Hardening & Bulkhead patterns.
📅 Nov 20, 2025 • 📰 New Relic Blog
📄 ObservabilityCON on the Road: New cities, new sessions in 2026
Last month, observability enthusiasts from around the world gathered in London for ObservabilityCON 2025, our flagship observability event, where we shared major updates in actually useful AI, SaaS ec
📅 Nov 20, 2025 • 📰 Grafana Blog
📄 Integrating Red Hat Lightspeed in 2025: From observability to actionable automation
Red Hat Lightspeed (formerly Red Hat Insights) has long helped operations teams detect risks, open tickets, and share findings with the right tools, connecting proactive intelligence to everyday workf
📅 Nov 20, 2025 • 📰 Red Hat Blog
🔐 Security
📄 Threats Making WAVs - Incident Response to a Cryptomining Attack
Guardicore security researchers describe and uncover a full analysis of a cryptomining attack, which hid a cryptominer inside WAV files. The report includes the full attack vectors, from detection, in
📅 Nov 24, 2025 • 📰 Linode Blog
📄 Amazon EMR Serverless now supports Apache Spark 4.0.1 (preview)
Amazon EMR Serverless now supports Apache Spark 4.0.1 (preview). With Spark 4.0.1, you can build and maintain data pipelines more easily with ANSI SQL and VARIANT data types, strengthen compliance and
📅 Nov 21, 2025 • 📰 CloudFormation Updates
📄 Why Threat Modeling Is Now Even More Critical for AI-Native Applications
AI-native applications demand a security approach as dynamic as they are. Traditional threat modeling is no longer enough. Discover the shift to continuous, adaptive threat modeling for AI security.
📅 Nov 20, 2025 • 📰 Snyk Blog
📄 Ingest and enrich SonarQube security and quality findings with Dynatrace
Dynatrace integrates with SonarQube to ingest vulnerability findings, quality metrics, and audit logs, helping DevSecOps teams reduce alert noise and focus remediation efforts on what truly matters in
📅 Nov 19, 2025 • 📰 Dynatrace Blog
📄 Beyond Automation: Securing Low-Code Agentic AI with MCP Guardrails
Explore how Model Context Protocol (MCP) servers and integrated security scanning workflows are redefining guardrails for low-code/no-code (LCNC) and AI-driven development environments.
📅 Nov 19, 2025 • 📰 Snyk Blog
📄 Level up design-to-code collaboration with GitHub’s open source Annotation Toolkit
Prevent accessibility issues before they reach production. The Annotation Toolkit brings clarity, compliance, and collaboration directly into your Figma workflow. The post Level up design-to-code coll
📅 Nov 18, 2025 • 📰 GitHub Blog
📄 83% of organizations see value in adopting open source, but report major gaps in security and governance
A new Linux Foundation report reveals how organizations worldwide are adopting, using, and perceiving open source software. The Linux Foundation’s latest report, The state of global open source, has j
📅 Nov 18, 2025 • 📰 Ubuntu Blog
💾 Databases
📄 Autobase 2.5.0 released
Introducing Autobase 2.5 — Expert Mode brings advanced configuration right into the UI. With the release of Autobase version 2.0, we introduced the Console (UI) — a graphical interface that simplifies
📅 Nov 24, 2025 • 📰 PostgreSQL News
📄 pg_ai_query — AI-powered SQL generation & query analysis for PostgreSQL
I am excited to announce the release of pg_ai_query — a PostgreSQL extension that brings AI-powered query development directly into Postgres. pg_ai_query allows you to: Generate SQL from natural langu
📅 Nov 23, 2025 • 📰 PostgreSQL News
📄 YugabyteDB Joins Google’s MCP Toolbox for AI Agent Development
YugabyteDB is officially supported in Google's MCP Toolbox for Databases, making it easier for you to build production AI agents with confidence. Discover how developers can access YugabyteDB's distri
📅 Nov 19, 2025 • 📰 Yugabyte Blog
📄 Managing ScyllaDB Background Operations with Task Manager
Learn about ScyllaDB Task Manager, which provides a unified way to observe and control ScyllaDB's background maintenance work
📅 Nov 18, 2025 • 📰 ScyllaDB Blog
🌐 Platforms
📄 Keep Your Tech Flame Alive: Trailblazer Rachel Bayley
In this Akamai FLAME Trailblazer blog post, Rachel Bayley encourages women to step into the unknown and to be their authentic selves.
📅 Nov 24, 2025 • 📰 Linode Blog
📄 The Oracle of Delphi Will Steal Your Credentials
Our deception technology is able to reroute attackers into honeypots, where they believe that they found their real target. The attacks brute forced passwords for RDP credentials to connect to the vic
📅 Nov 24, 2025 • 📰 Linode Blog
📄 The Nansh0u Campaign – Hackers Arsenal Grows Stronger
In the beginning of April, three attacks detected in the Guardicore Global Sensor Network (GGSN) caught our attention. All three had source IP addresses originating in South-Africa and hosted by Volum
📅 Nov 24, 2025 • 📰 Linode Blog
📄 SRE Weekly Issue #498
View on sreweekly.com A message from our sponsor, Costory: You didn’t sign up to do FinOps. Costory automatically explains why your cloud costs change, and reports it straight to Slack. Built for SREs
📅 Nov 24, 2025 • 📰 SRE Weekly
📄 Introducing the TalayLink subsea cable and new connectivity hubs
Today we’re announcing TalayLink, a new subsea cable connecting Australia and Thailand to significantly increase the reach, reliability, and resilience of digital connectivity across Asia Pacific and
📅 Nov 23, 2025 • 📰 Google Cloud Blog
📄 Take fine-grained control of your AWS CloudFormation StackSets Deployment with StackSet Dependencies
Introduction AWS CloudFormation StackSets enable you to deploy CloudFormation stacks across multiple AWS accounts and regions with a single operation, providing centralized management of infrastructur
📅 Nov 21, 2025 • 📰 AWS DevOps Blog
📄 AWS Payments Cryptography announces support for post-quantum cryptography to secure data in transit
Today, AWS Payments Cryptography announces support for hybrid post-quantum (PQ) TLS to secure API calls. With this launch, customers can future-proof transmissions of sensitive data and commands using
📅 Nov 21, 2025 • 📰 CloudFormation Updates
📄 Announcing a Fully Managed Appium Endpoint for AWS Device Farm
AWS Device Farm enables mobile and web developers to test their apps using real mobile devices and desktop browsers. Starting today, you can connect to a fully managed Appium endpoint using only a few
📅 Nov 21, 2025 • 📰 CloudFormation Updates
📄 Four agentic workflows you can build for life sciences for R&D
AI agents, powered by generative AI, are rapidly transforming industries by acting as intelligent, collaborative partners that can interpret goals, plan multi-step actions, and work independently acro
📅 Nov 21, 2025 • 📰 Google Cloud Blog
📄 BigQuery AI: The convergence of data and AI is here
From uncovering new insights in multimodal data to personalizing customer experiences, AI is emerging as the engine of modern innovation. The explosion in AI adoption has created a need to bring data
📅 Nov 21, 2025 • 📰 Google Cloud Blog
📄 Powered by DigitalOcean Hatch: How Ex-human uses GPU Droplets to Build Empathetic AI that Serves Customers
GPU Droplets are now DigitalOcean GradientAI GPU Droplets. Learn more about DigitalOcean GradientAI, our suite of AI products. Hatch is DigitalOcean’s global program for startups, which provides start
📅 Nov 21, 2025 • 📰 DigitalOcean Blog
📄 Hacktoberfest 2025 Comes to a Close
October rolled around again, and with it came Hacktoberfest for its 12th year where contributors and open-source communities across the globe came together to build, contribute, and make tech more acc
📅 Nov 21, 2025 • 📰 DigitalOcean Blog
📰 Misc
📄 Five Great DevOps Job Opportunities
This Thanksgiving week, we share a fresh DevOps jobs report: Top roles and opportunities for professionals looking to level up their careers.
📅 Nov 24, 2025 • 📰 DevOps.com
📄 Enterprise Edge Computing: Making Business Possible Anywhere
The edge is where it all happens. Think about the computing required for retailers to create personalized in-store experiences based on smart inventory systems. Or how real-time asset tracking turns s
📅 Nov 24, 2025 • 📰 SUSE Blog
📄 Goodbye Dashboards: Agents Deliver Answers, Not Just Reports
When you wake up in the morning, do you say, “Let me go open my ERP?” Of course not. You The post Goodbye Dashboards: Agents Deliver Answers, Not Just Reports appeared first on The New Stack.
📅 Nov 23, 2025 • 📰 The New Stack
📄 Tuxedo OS: Ubuntu Base, KDE Plasma, Awesome Performance
Tuxedo Computers is on a mission to make Linux accessible to the general public. Its primary means of pulling this The post Tuxedo OS: Ubuntu Base, KDE Plasma, Awesome Performance appeared first on Th
📅 Nov 23, 2025 • 📰 The New Stack
📄 Is AI Creating a New Code Review Bottleneck for Senior Engineers?
Irish software engineer Addy Osmani is not opposed to vibe coding. And yet this Google Gemini developer (who is also The post Is AI Creating a New Code Review Bottleneck for Senior Engineers? appeared
📅 Nov 23, 2025 • 📰 The New Stack
📄 From Chaotic Vibes to Real Velocity With AI-First Engineering
In 2025, vibe coding became more than a meme; it became a full-blown movement. Suddenly, non-developers were spinning up apps The post From Chaotic Vibes to Real Velocity With AI-First Engineering app
📅 Nov 22, 2025 • 📰 The New Stack
📄 Bindplane Adds AI Ability to Automate Configuring OpenTelemetry Pipelines
Bindplane is adding AI-powered Pipeline Intelligence to automate log parsing and optimize OpenTelemetry pipelines as telemetry volumes surge across modern DevOps environments.
📅 Nov 21, 2025 • 📰 DevOps.com
📄 Open design: the opportunity design students didn’t know they were missing
What if you could work on real-world projects, shape cutting-edge technology, collaborate with developers across the world, make a meaningful impact with your design skills, and grow your portfolio… a
📅 Nov 21, 2025 • 📰 Ubuntu Blog
📄 Shaping the future of open source talent in APAC with Red Hat Academy
The Asia-Pacific (APAC) region is witnessing an unprecedented surge in demand for skilled professionals in open source technologies, a field largely new to many students. Red Hat Academy is at the hea
📅 Nov 21, 2025 • 📰 Red Hat Blog
📄 Choosing an Inference Engine: Why Choice Matters
What is an Inference Engine? An inference engine is the runtime that loads a trained model, transforms or fuses parts of its compute graph, and executes it efficiently on specific hardware. Large Lang
📅 Nov 20, 2025 • 📰 SUSE Blog
📄 Spring Boot 4: Leaner, Safer Apps and a New Kotlin Baseline
Spring Boot 4.0 has officially landed. At JetBrains, we’ve been tracking the updates since the first milestones to ensure that IntelliJ IDEA delivers a smooth and reliable development experience. Whil
📅 Nov 20, 2025 • 📰 JetBrains Blog
📄 IntelliJ IDEA 2025.2.5 Is Out!
We’ve just released IntelliJ IDEA 2025.2.5. You can update to this version from inside the IDE, using the Toolbox App, or using snaps if you are a Ubuntu user. You can also download it from our websit
📅 Nov 20, 2025 • 📰 JetBrains Blog
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