DevOps Weekly Digest - Week 23, 2026
⚡ 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
📄 Dynamic configuration for cloud native Swift services
Modern Swift services increasingly run alongside the same cloud native infrastructure stacks that power much of today’s Kubernetes ecosystem — including ConfigMaps, containerized workloads, declarativ
📅 Jun 1, 2026 • 📰 CNCF Blog
📄 Scaling StarRocks on Amazon EKS with KEDA and Karpenter for enterprise OLAP workloads
Financial analytics at enterprise scale is unforgiving. Queries must return in seconds, not minutes. Thousands of finance professionals need concurrent access during monthly close cycles. And when dat
📅 May 29, 2026 • 📰 AWS Containers Blog
📄 Building a cloud native internal developer platform with Kubernetes, GitOps, and supply chain security
Modern software delivery is no longer constrained by application code — it is constrained by the platform that runs it. This article presents the design of a cloud-native Internal Developer Platform (
📅 May 29, 2026 • 📰 CNCF Blog
📄 Beyond VM migration: What comes after the lift-and-shift
I've had this conversation dozens of times with infrastructure teams. They've just finished, or are deep into, a VM migration off a legacy hypervisor. The hard part is nearly done. Or, so they think.H
📅 May 29, 2026 • 📰 OpenShift Blog
📄 Security Notice: Former Helm APT Mirror Domain baltocdn.com Statement
The Helm Security Team has received third-party reports that the ownership on the former community-maintained Debian/Ubuntu APT mirror domain, baltocdn.com, has changed after baltocdn.com's original r
📅 May 29, 2026 • 📰 Helm Blog
📄 The Kubernetes integration tax: Prometheus, Cilium and production reality
I still remember the first time we lost sleep over something that wasn’t a bug. It was a Tuesday. Grafana dashboards showed blank panels for Cilium network metrics. Hubble was working fine — DNS visib
📅 May 28, 2026 • 📰 CNCF Blog
📄 Kiali and MCP: Bringing AI-native observability to Red Hat OpenShift Service Mesh
The model context protocol (MCP) server for Kubernetes is moving toward technology preview (TP), and it’s bringing a powerhouse integration with it: the Kiali toolset. By integrating Kiali into the MC
📅 May 28, 2026 • 📰 OpenShift Blog
📄 Kubernetes 1.36, with Ryota Sawada
Ryota Sawada is software engineer at Numtide and the release lead of Kubernetes 1.36 code name Haru. He has over a decade of experience mainly in the finance industry including working on Cloud Native
📅 May 27, 2026 • 📰 Kubernetes Podcast
📄 GPU autoscaling on Kubernetes with KEDA: Building an external scaler
If you run GPU workloads on Kubernetes — vLLM, Triton, training jobs, or the newer agentic inference stacks — you’ve probably hit a familiar problem: the default autoscaling path still reasons about C
📅 May 27, 2026 • 📰 CNCF Blog
📄 Reconciling the Past: Correcting Records for Unfixed Kubernetes CVEs
The Kubernetes project relies on transparency to empower cluster administrators and security researchers. One important way we do that is by publishing CVE records into the Common Vulnerabilities and
📅 May 26, 2026 • 📰 Kubernetes Blog
☁️ Cloud Native
📄 Coding Agent Horror Stories: The rm -rf ~/ Incident
This is Part 2 of our AI Coding Agent Horror Stories series, an in-depth look at real-world security incidents exposing the vulnerabilities in AI coding agents, and how Docker Sandboxes deliver worksp
📅 Jun 1, 2026 • 📰 Docker Blog
📄 How IBM Apptio Delivers Data Center Value in the Age of AI
As organizations accelerate their adoption of AI and use of hybrid infrastructure, data center efficiency has become a direct constraint of business modernization and growth. Global demand for data ce
📅 Jun 1, 2026 • 📰 Kubecost Blog
📄 Tuning Windows VM Performance on SUSE Virtualization
SUSE Virtualization is a cloud native hyperconverged infrastructure platform solution optimized for running virtual machine and container workloads in the data center, multi-cloud and edge environment
📅 May 31, 2026 • 📰 SUSE Blog
📄 VMware hypervisor deployment using MAAS
Most modern datacenters are inherently heterogeneous. VMware environments coexist with container platforms, databases, and other bare-metal workloads, often on the same hardware over several years. Se
📅 May 28, 2026 • 📰 Ubuntu Blog
📄 4 reasons to start using image mode for Red Hat Enterprise Linux right now
Nearly two years ago, we launched image mode for Red Hat Enterprise Linux (RHEL) to give customers a simpler way to deploy the foundation of their IT enterprise. Since then, I’ve heard users who have
📅 May 28, 2026 • 📰 OpenShift Blog
📄 Mitigating CVE-2026-31431 (“Copy Fail”) in Docker Engine
CVE-2026-31431 is a Linux kernel vulnerability that was recently disclosed. This CVE does not compromise Docker infrastructure. That said, Docker Engine's default profiles prior to v29.4.3 allowed con
📅 May 27, 2026 • 📰 Docker Blog
📄 The Untrusted Autonomous Workload: How AI Coding Agents Reshape What Isolation Has to Do
Earlier this year I mass-migrated my blog to Astro using Claude Code. 146 posts. 6,024 images. Canonical URLs, JSON-LD markup, sitemap generation, the whole stack. I'd spent hours writing a skills fil
📅 May 26, 2026 • 📰 Docker Blog
🔄 CI/CD
📄 The Complete AI Experimentation Guide: Test, Compare, Validate & Ship Safely
Artificial intelligence tools, particularly large language models (LLMs), aren’t like traditional software.
📅 May 30, 2026 • 📰 LaunchDarkly Blog
📄 Release management tools: What they are and how they work
📅 May 30, 2026 • 📰 LaunchDarkly Blog
📄 Feature Flags vs Feature Branching: Why You Need Both for Faster, Safer Releases
Feature flags control features after deployment, while feature branching manages code before merge
📅 May 30, 2026 • 📰 LaunchDarkly Blog
📄 BigQuery CI/CD with Harness Database DevOps
Automate BigQuery schema deployments with Harness using secure OIDC authentication and CI/CD pipelines. | Blog
📅 May 29, 2026 • 📰 Harness Blog
📄 Still a developer. Just outside. Our latest GitHub Shop collection is here.
The ESC collection lets you escape the confines of your desk and get out into the sun where good ideas are bound to happen. The post Still a developer. Just outside. Our latest GitHub Shop collection
📅 May 28, 2026 • 📰 GitHub Blog
📄 GitLab Patch Release: 19.0.1, 18.11.4, 18.10.7
📅 May 28, 2026 • 📰 GitLab Blog
📄 Claude Opus 4.8 on GitLab: Complex agentic work, less disruption
Anthropic's latest model on GitLab is built for precise execution across complex multi-step agent work. Agents fail most often on complex, multi-step work: tasks that span multiple tools and go from i
📅 May 28, 2026 • 📰 GitLab Blog
📄 Agentic coding is only as good as its context
Every week, another coding agent demo shows a prompt turning into a pull request in under five minutes. These demos often highlight a narrow use case not yet in production, and they skip everything th
📅 May 28, 2026 • 📰 GitLab Blog
📄 The Best Continuous Deployment Tools in 2026
Continuous Deployment is not the same as CI/CD. An honest ranking of the platforms that handle the deploy half: rollouts, traffic shifting, rollback, environment promotion.
📅 May 27, 2026 • 📰 Railway Blog
📄 Full security scanner coverage of your codebase in minutes
Across the industry, every CI/CD platform faces the same challenge: As organizations grow, manually configuring scanners to run across every pipeline definition file isn't scalable. AI is accelerating
📅 May 26, 2026 • 📰 GitLab Blog
📄 GitHub for Beginners: Getting started with Git and GitHub in VS Code
Discover how to use VS Code to interact with GitHub and maintain your projects. The post GitHub for Beginners: Getting started with Git and GitHub in VS Code appeared first on The GitHub Blog.
📅 May 25, 2026 • 📰 GitHub Blog
🏗️ IaC
📄 Stop managing, start orchestrating: Streamlining catalyst operations with Red Hat Ansible Automation Platform
Modern enterprise networks demand speed, consistency, and absolute resilience. Relying on manual, time-consuming network management tasks is no longer a viable strategy for organizations seeking true
📅 Jun 1, 2026 • 📰 Red Hat Blog
📄 Amazon Connect Customer now supports scheduling tasks up to 90 days in advance
Amazon Connect Customer now supports scheduling tasks up to 90 days in advance, helping organizations plan, route, and track long-running follow-up work. For example, an insurance team managing an aut
📅 May 29, 2026 • 📰 CloudFormation Updates
📄 Generating a Pulumi Provider from an OpenAPI Spec
Today, we are announcing v1.0 of the Pulumi Service Provider: a major milestone in managing Pulumi Cloud with Pulumi itself. The provider is now generated directly from the Pulumi Cloud OpenAPI specif
📅 May 28, 2026 • 📰 Pulumi Blog
📄 Stop Tuning Prompts. Build a Harness.
Anthropic shipped a piece earlier this month called How Claude Code Works in Large Codebases. I have not read anything more useful about coding agents this year. The core claim, in their words: “the e
📅 May 26, 2026 • 📰 Pulumi Blog
📊 Observability
📄 MLOps Lifecycle: Stages, Workflow, and Best Practices
Understand the MLOps lifecycle from data preparation to monitoring.
📅 May 30, 2026 • 📰 LaunchDarkly Blog
📄 Amazon SES now offers inbox placement metrics and blocklist monitoring
Today, Amazon Simple Email Service (SES) launched a new set of deliverability features that help customers get more information about their outbound sending deliverability performance and reputation.
📅 May 29, 2026 • 📰 CloudFormation Updates
📄 Announcing Trento Version 3.1
Trento 3.1 continues the road started with Trento 3.0 around automation and AI capabilities. It also strengthens the application core and brings important observability improvements. Timezone Awarenes
📅 May 29, 2026 • 📰 SUSE Blog
📄 Feature Flag Tools Compared: 10 Platforms for Safer Releases
Compare 10 feature flag tools across rollout controls, experimentation, governance, self-hosting, and observability. Find the best platform for startups, enterprises, and data-driven teams. | Blog
📅 May 29, 2026 • 📰 Harness Blog
📄 How we cut build times by two-thirds by deleting our CMS
Sentry replaced its CMS with Astro, Markdown, and Claude Code skills — cutting build times from 14 to under 4 minutes and eliminating API failures.
📅 May 28, 2026 • 📰 Sentry Blog
📄 You don’t need to pick one: how Sentry and OpenTelemetry work together
Use Sentry on the frontend, keep OpenTelemetry on the backend, and choose direct OTLP or Collector forwarding for OTLP events.
📅 May 27, 2026 • 📰 Sentry Blog
📄 Your agent can't fix what it can't see
Agents can't fix bugs they can't see. Learn how Sentry MCP and CLI give coding agents the production context to diagnose and fix issues automatically.
📅 May 26, 2026 • 📰 Sentry Blog
📄 Can a High-Performance Culture Also Prioritize Wellbeing?
Discover how New Relic balances a high-performance culture with mental health and wellbeing through community, compassion, and continuous support.
📅 May 26, 2026 • 📰 New Relic 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
📅 Jun 1, 2026 • 📰 Linode Blog
📄 Claude Code Security Catches Vulnerabilities While You Write Code
Claude Code Security uses AI reasoning to catch complex vulnerabilities in code — including logic flaws that traditional static analysis tools consistently miss.
📅 Jun 1, 2026 • 📰 DevOps.com
📄 AWS Shield Advanced introduces DDoS attack flow logs
AWS Shield Advanced announces distributed denial-of-service (DDoS) attack flow logs, giving you packet-level visibility into traffic hitting Shield Advanced protected resources during a DDoS attack. T
📅 May 29, 2026 • 📰 CloudFormation Updates
📄 From petabytes to predictions: Easy BigQuery insights in Google Sheets
Many organizations’ single source of truth is data that resides in BigQuery, Google’s governed, secure and petabyte-scale data platform. However, the "last mile" of ad-hoc analysis, modeling, and repo
📅 May 29, 2026 • 📰 Google Cloud Blog
📄 How Relay Network Adopted AI Coding Securely and Built the Foundation for Agentic Development
See how Relay Network securely adopted AI coding with Snyk and GitHub Copilot, implementing "secure at inception" to reduce vulnerabilities and accelerate development.
📅 May 29, 2026 • 📰 Snyk Blog
📄 Fix SCA issues at scale in your terminal with Snyk Remediation Agent in the CLI
Stop security backlogs. Snyk's Remediation Agent in the CLI pairs AI reasoning with Snyk security intelligence to fix SCA issues at scale directly in your terminal.
📅 May 29, 2026 • 📰 Snyk Blog
📄 10 essential reads to optimize performance, security, and ROI in the AI era
As enterprise IT organizations push deeper into operationalizing AI, the conversation has shifted from theoretical capability to hard execution metrics. Whether your team is talking with customers abo
📅 May 29, 2026 • 📰 OpenShift Blog
📄 Anthropic’s Mythos, Glasswing, and AI’s Next Phase
This is not a security problem. As we’ve settled into the speed of AI, it’s become clear that security isn’t a job solely for the security team. Here’s why. | Blog
📅 May 29, 2026 • 📰 Harness Blog
📄 Is digital sovereignty illusory without open source and a trusted supply chain?
For a Chief Information Officer (CIO) or VP of Infrastructure, the term "digital sovereignty" often arrives as a regulatory burden to support a collection of acronyms like DORA (the EU Digital Operati
📅 May 29, 2026 • 📰 Red Hat Blog
📄 7 features of Red Hat Identity Management you need to know for the modern enterprise
In the era of hyper-distributed systems where AI agents traverse our networks, and hybrid clouds stretch from the edge to the core, the "who" and "what" of infrastructure access are more critical than
📅 May 28, 2026 • 📰 Red Hat Blog
📄 Continuous Offensive Security: The Line We've Been Walking
Snyk's Continuous Offensive Security unifies DAST, AI pentesting, and agent red teaming to find exploitable flaws — not just bugs — before attackers do. Here's why lineage matters.
📅 May 27, 2026 • 📰 Snyk Blog
📄 Blog: Introducing Falco 0.44.0
Dear Falco Community, we are happy to announce the release of Falco 0.44.0 today! This release completes the deprecation cycle started in 0.42.0 and 0.43.0: the legacy eBPF probe, the gVisor engine, a
📅 May 26, 2026 • 📰 Falco Blog
💾 Databases
📄 PLEASE_READ_ME: The Opportunistic Ransomware Devastating MySQL Servers
Guardicore Labs uncovers a Ransomware detection campaign targeting MySQL servers. Attackers use Double Extortion and publish data to pressure victims.
📅 Jun 1, 2026 • 📰 Linode Blog
📄 What’s new in two: May 2026 edition
Welcome back to “What’s new in two,” your quick hit of Redis releases you might’ve missed over the last month. If your backlog has been winning lately, no worries—we’ve got the recap. We’re covering t
📅 May 29, 2026 • 📰 Redis Blog
📄 ScyllaDB Customer Experience Spotlight: Tyler Denton
Welcome to the first installment of a new blog series introducing some of the experts you’re likely to encounter when you work with ScyllaDB. Let's get to know Tyler Denton, a Solutions Architect on t
📅 May 28, 2026 • 📰 ScyllaDB Blog
📄 How Conflict-free Replicated Data Types power active-active database replication
Your application runs in three regions. A customer in Tokyo buys the last unit of a product at the exact moment a customer in Frankfurt buys the same SKU. Both writes succeed locally. Both replicas de
📅 May 27, 2026 • 📰 Redis Blog
📄 The Best PaaS for Multi-Region Deployments in 2026
Narrower than the general multi-region listicle. Specifically the PaaS-shaped products that handle deploys, scaling, routing, and database adjacency across regions, with the seven regions Railway runs
📅 May 27, 2026 • 📰 Railway Blog
📄 Beyond RAG: Using YugabyteDB as the Foundation for Reliable AI Decisions
With YugabyteDB at the core, customer records, vector embeddings, policies, and audit logs live together in a single distributed data layer. There is one source of truth and one consistent answer. Thi
📅 May 26, 2026 • 📰 Yugabyte Blog
📄 Context orchestration: what it is & how it works
Your LLM application works fine in a demo. You ship it to production, and it starts hallucinating on stale data, looping through the same tool calls, and burning through tokens in retry cycles. The mo
📅 May 26, 2026 • 📰 Redis Blog
📄 Single-shot reliable consumers with XREADGROUP CLAIM in Redis 8.4
In Redis 8.4, we extended XREADGROUP with a new optional CLAIM parameter that lets a single command both consume new stream entries and reclaim idle pending ones. In this blog post, we'll cover: Why r
📅 May 26, 2026 • 📰 Redis Blog
🌐 Platforms
📄 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
📅 Jun 1, 2026 • 📰 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
📅 Jun 1, 2026 • 📰 Linode Blog
📄 The DIY platform trap that’s burning out engineering teams
Platform engineers are some of the most resourceful people in IT. Give them a problem, and they’ll automate their way The post The DIY platform trap that’s burning out engineering teams appeared first
📅 May 31, 2026 • 📰 The New Stack
📄 AI Disruptors: How the Next Generation of Business is Being Built
Getting your hands on a capable AI model is the easy part now. Every team can reach the same frontier models through an API, so a strong model is not what sets a product apart. What separates a workin
📅 May 29, 2026 • 📰 DigitalOcean Blog
📄 AWS End User Messaging RCS for Business now available in 20 additional countries
AWS End User Messaging now supports RCS for Business messaging in 20 additional countries, bringing the total to 22. Businesses can now send verified, branded RCS messages to customers in Austria, Bra
📅 May 29, 2026 • 📰 CloudFormation Updates
📄 What’s new with Google Cloud
Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip: Not
📅 May 29, 2026 • 📰 Google Cloud Blog
📄 Cool stuff Google Cloud customers built, May edition: Agentic algorithms for supply chains; virtual try-on APIs; robotic camera operators & more
AI and cloud technology are reshaping every corner of every industry around the world. Without our customers, who are building the future on our platform, there would be no Google Cloud. In this regul
📅 May 29, 2026 • 📰 Google Cloud Blog
📄 Developer's guide to Gemini Enterprise and A2UI integration
If you've built a chatbot, you know this conversation: User: "Book a table for two tomorrow at 7pm." Agent: "Okay, for what day?" User: "Tomorrow." Agent: "What time?" A date picker would have ended t
📅 May 29, 2026 • 📰 Google Cloud Blog
📄 OpenCode Now Supports DigitalOcean Inference Router for Intelligent Model Routing
Coding agents today have a massive spending problem. Every request, whether you’re designing system architecture or writing a single-line docstring, often gets routed to the same expensive frontier mo
📅 May 28, 2026 • 📰 DigitalOcean Blog
📄 Canonical announces optimized Ubuntu images for TPU virtual machines by Google Cloud
Canonical and Google Cloud announced the availability of certified Ubuntu images for Google’s Cloud TPU Virtual Machines.
📅 May 28, 2026 • 📰 Ubuntu Blog
📄 How we built Cloudflare's data platform and an AI agent on top of it
Here’s how we built Town Lake, Cloudflare's unified analytics platform, alongside Skipper, an internal AI agent running on top of it.
📅 May 28, 2026 • 📰 Cloudflare Blog
📄 Harness Launches AI ROI Visibility Tools for Enterprises
Announcing AI DLC Insights and Cloud & AI Cost Management: two new products that give engineering organizations real answers on what they are spending on AI, and whether that investment is worth it. |
📅 May 28, 2026 • 📰 Harness Blog
📰 Misc
📄 Visual Studio Code 1.123
Learn what's new in Visual Studio Code 1.123 (Insiders) Read the full article
📅 Jun 3, 2026 • 📰 VS Code Blog
📄 How Canonical Support solves hard Linux performance bugs – even in 12-year old code
A 12-year-old bug in libnss-db caused getent enumeration to slow to a crawl – and showed how far expert support can go when a customer brings the right evidence and the right question.
📅 Jun 1, 2026 • 📰 Ubuntu Blog
📄 Stop Pasting Tokens: OAuth2 Login for JetBrains IDE Plugins
The moment a plugin needs account data, a simple API call turns into an authentication problem. The bad shortcut is familiar: ask the user to create a personal access token (PAT), make them paste it i
📅 Jun 1, 2026 • 📰 JetBrains Blog
📄 Mellum2 Goes Open Source: A Fast Model for AI Workflows
Trained from scratch and designed for practical deployment, Mellum2 is built for routing, Q&A, sub-agents, and private AI use in software engineering systems. Today, we’re open-sourcing Mellum2, a 12B
📅 Jun 1, 2026 • 📰 JetBrains Blog
📄 xAI Opens Grok Build 0.1 to Developers via API
xAI's Grok Build 0.1 is now available in public beta via the xAI API — a fast, purpose-built coding model for agentic workflows, debugging, and MCP support.
📅 Jun 1, 2026 • 📰 DevOps.com
📄 How To Fix Common TypeScript Issues With Qodana
Most TypeScript projects already run ESLint with @typescript-eslint. That covers a lot: explicit any, floating promises, non-null assertions, and more. If your linting setup is solid, you’re catching
📅 Jun 1, 2026 • 📰 JetBrains Blog
📄 Claude Code’s Dynamic Workflows Take on the Tasks That Were Too Big to Automate
Anthropic's Claude Code dynamic workflows run parallel subagents to tackle codebase-wide audits, large migrations, and complex engineering tasks end-to-end.
📅 Jun 1, 2026 • 📰 DevOps.com
📄 Microsoft Brings MCP to Geospatial Workflows With Planetary Computer Pro Tools for VS Code
Microsoft's Planetary Computer Pro MCP Tools for VS Code bring 35+ geospatial tools into GitHub Copilot via natural-language prompts.
📅 Jun 1, 2026 • 📰 DevOps.com
📄 Securing AI agent workflows on Ubuntu with the new NVIDIA OpenShell snap
By packaging OpenShell as a snap, Canonical is enabling enterprises to confidently run next-generation agentic workflows across local devices, hybrid environments, and private clouds.
📅 Jun 1, 2026 • 📰 Ubuntu Blog
📄 Gavriel Cohen found his own code inside OpenClaw, so he walked away
When Gavriel Cohen first saw OpenClaw, he knew he wanted it. At the time, Cohen (soon to be the founder The post Gavriel Cohen found his own code inside OpenClaw, so he walked away appeared first on T
📅 May 31, 2026 • 📰 The New Stack
📄 AI retrieval at scale is becoming a systems problem, not a tooling problem
AI retrieval has moved well beyond embeddings and vector search. Early retrieval architectures focused primarily on semantic similarity. Still, production The post AI retrieval at scale is becoming a
📅 May 31, 2026 • 📰 The New Stack
📄 I tested Cursor’s new Jira integration and it’s 5 stars, no notes. Here’s why.
Cursor launched its Jira integration last week. The integration was marketed as simple: assign a ticket in Jira and Cursor The post I tested Cursor’s new Jira integration and it’s 5 stars, no notes. H
📅 May 31, 2026 • 📰 The New Stack
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