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Michael Rödel reposted thisMichael Rödel reposted thisReturning home from a great #KubeCon Europe 2026 by the Cloud Native Computing Foundation (CNCF). A truly inspireing event that showed me, that DKB | Deutsche Kreditbank AG made the right decision by going all in on Kubernetes (Official) and cloud native technology. Kubernetes is no longer just a container orchestration tool — it’s becoming a strategic layer for organizations aiming to stay independent, flexible, and resilient across cloud and hybrid environments. It remains the basis of sovereignty in the cloud. Further it keeps fueling the growth and scaling of AI. From model training to inference at scale, Kubernetes is clearly emerging as the backbone for operationalizing AI workloads. The ecosystem around it is rapidly evolving to meet the demands of performance, efficiency, and governance. And ultimately Kubernetes keeps enabling modern application delivery. It continues to be central in delivering scalable, reliable, and innovative applications to customers. The focus on developer experience and platform engineering is stronger than ever. It was great to connect with so many brilliant minds, exchange ideas, and see firsthand how the community continues to push boundaries. Special shoutout to all our partners (and dare I say friends) who I had the pleasure to meet. I want to thank all my colleagues who joined for this trip. KubeCon is always one of the most requested conferences by our teams and I hope that we will keep showing up with such a strong team in the future. Special shout out to Michael Walorski for his talk at KubeAuto Day about ownership and scaling of our platform, and Stéphane Di Cesare for co-hosting the platform engineering day on monday and his panel discussion on platform engineering yesterday. Finally, all that is left to say is a big thank you to the organizers and the community for such a valuable event — already looking forward to the next one!
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Michael Rödel shared thisEs war großartig und ich hoffe auf Wiederholung nächstes Jahr!Michael Rödel shared this400 Teilnehmende, 30+ Speaker, unzählige Impulse: Die erste DKB Tech Conference war ein Ort für Inspiration, Austausch und Zukunftsvisionen. 🌐 Am 17. September haben wir auf Schloss & Gut Liebenberg ein echtes Highlight gefeiert: die erste DKB Tech Conference – mit viel Raum für Ideen, Vernetzung und neue Perspektiven. Inspirierende Talks und Workshops gaben spannende Einblicke in aktuelle Technologien und Denkansätze – viele davon gestaltet von unseren DKB-Expert*innen, ergänzt durch externe Perspektiven. 🎤 Auch die Zusammensetzung des Publikums machte die Konferenz besonders: Viele Kolleg*innen aus dem DKB-Konzern, u.a. der DKB Code Factory GmbH, kamen zusammen. So entstand ein bunter Mix an Perspektiven, der für wertvollen Austausch sorgte. Unser CDO und Event-Sponsor Arnulf Keese brachte es in seinem Grußwort auf den Punkt: „Was heute hier gesät wird, werden wir die nächsten Jahre ernten.“ Ein großes Dankeschön geht an das gesamte Organisationsteam, das diese Premiere möglich gemacht hat! Schaut euch unseren Eventfilm an, um die Eindrücke und Stimmen des Tages nachzufühlen. 👇 #DKB #TechConference #Innovation
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Michael Rödel shared thisExcited to share my inaugural Medium article diving into the intricacies of Kubernetes cluster setup, featuring practical insights and experiences with add-ons. https://lnkd.in/dtFrUiJF #Kubernetes #TechInsightsInstall Add-ons to Kubernetes at provisioning stateInstall Add-ons to Kubernetes at provisioning state
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Michael Rödel shared this2/3 Thanks again to Mumshad Mannambeth for https://kodekloud.com & Kim Wüstkamp for https://killer.sh #kubernetes #cka #certification #docker #devops #exam #neverstoplearning #neverstopimproving #neverstopgrowing
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Michael Rödel shared thiskubernetes Certification 1/3 Thanks to Mumshad Mannambeth for the great lectures & Mock Exams and Kim Wüstkamp for the https://killer.sh Exam Simulator. Both helped a lot to Ace the Exam #kubernetes #ckad #certification #docker #devops #exam
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Michael Rödel liked thisMichael Rödel liked thisGute Arbeit braucht auch leckere Pausen: Auch kulinarisch wird der neue DKB Campus ein Highlight. 🥗 Direkt von der Baustelle geben wir unseren Mitarbeiter*innen schon heute Einblicke in das, was sie ab Herbst 2026 erwartet. Mit dabei: unser neuer Partner Sodexo, der das zukünftige Gastronomiekonzept vorgestellt hat. 🍽️ Klar ist: Der Campus wird auch kulinarisch für die Mitarbeitenden attraktiv sein. 🔹 Vier unterschiedliche Gastro-Outlets sorgen künftig für ein Angebot, das den kompletten Arbeitstag der Mitarbeitenden abdeckt 🔹 Mit dem öffentlichen Restaurant „Upbeat“ öffnet sich der Campus auch nach außen 🔹 Kaffee kommt frisch von der Berliner Kaffeerösterei, direkt aus dem Röster um die Ecke & ohne Einzelverpackungen 🔹 Bezahlt wird überall einfach bargeldlos, per Karte oder Smartphone Besonders wichtig: Unsere Mitarbeiter*innen konnten sich bereits im Vorfeld über eine Umfrage aktiv einbringen und ihre Vorstellungen & Wünsche direkt platzieren, denn Partizipation ist für den gemeinsamen Erfolg notwendig. Unser Ziel: ein Ort, der nicht nur Arbeit ermöglicht, sondern auch Raum für echte Pausenqualität schafft. Wir freuen uns auf das, was entsteht, und darauf, diesen Ort bald gemeinsam zu erleben. Wir sehen uns im Herbst 2026! ☕ #DKB #DKBCampus #Gastronomie
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Michael Rödel liked thisMichael Rödel liked thisMarija, how was #KubeCon? - Pink. Aggressively pink!!! 🩷 Blink once and you’d miss a talk. Blink twice and - pink hoodie. 💖 For three straight days, everywhere I looked - boom, pink. Either someone proudly wearing one or someone hunting one down like it was limited-edition gold. 🔥 At one point, I was asked 9 times to take mine off and give it away. Nine!! I started questioning my own safety. 😅 But honestly? Nothing beats the #Loodsie situation. Someone genuinely asked me what they’d have to do to take our mascot home. Yes, they were seriously interested. 😂 Now, if you were there, you know how massive #Loodsie is. Let’s just say… logistics aside, #Loodsie is not going anywhere. 😅 It was amazing seeing so many of you rocking the pink hoodies and to everyone who didn’t get one, I owe you an apology. We were completely out of stock by day one. Insane! 🤯 (I hope you at least secured a navy one 👀) #KubeCon never disappoints. It’s always about the people, the familiar faces, the new connections, and the conversations that stick with you way longer than the jet lag. ✨ But before we all jump to #KubeConNA… let’s not forget about #ContainerDaysHamburg, happening September 2 - 4, 2026. 📍 So, are you coming? 👀
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Michael Rödel liked thisMichael Rödel liked thisReturning home from a great #KubeCon Europe 2026 by the Cloud Native Computing Foundation (CNCF). A truly inspireing event that showed me, that DKB | Deutsche Kreditbank AG made the right decision by going all in on Kubernetes (Official) and cloud native technology. Kubernetes is no longer just a container orchestration tool — it’s becoming a strategic layer for organizations aiming to stay independent, flexible, and resilient across cloud and hybrid environments. It remains the basis of sovereignty in the cloud. Further it keeps fueling the growth and scaling of AI. From model training to inference at scale, Kubernetes is clearly emerging as the backbone for operationalizing AI workloads. The ecosystem around it is rapidly evolving to meet the demands of performance, efficiency, and governance. And ultimately Kubernetes keeps enabling modern application delivery. It continues to be central in delivering scalable, reliable, and innovative applications to customers. The focus on developer experience and platform engineering is stronger than ever. It was great to connect with so many brilliant minds, exchange ideas, and see firsthand how the community continues to push boundaries. Special shoutout to all our partners (and dare I say friends) who I had the pleasure to meet. I want to thank all my colleagues who joined for this trip. KubeCon is always one of the most requested conferences by our teams and I hope that we will keep showing up with such a strong team in the future. Special shout out to Michael Walorski for his talk at KubeAuto Day about ownership and scaling of our platform, and Stéphane Di Cesare for co-hosting the platform engineering day on monday and his panel discussion on platform engineering yesterday. Finally, all that is left to say is a big thank you to the organizers and the community for such a valuable event — already looking forward to the next one!
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Michael Rödel liked thisMichael Rödel liked thisIf you are around, visit me at Kubermatic booth (820) 🩷 #kubecon #kubeconamsterdam #kubecon2026 #cncf
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Michael Rödel liked thisMichael Rödel liked thisIt's #kubeconEU Day 1 🔥 I'll be hanging around the Chainguard booth, come say hi! 🙌🏻
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Michael Rödel liked thisMichael Rödel liked thisPostgres has a problem: connections. PgBouncer is the solution, but it's not so simple. We've got the guide for how to optimize your connections for any database size. Read here: https://lnkd.in/epsx8yq4
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Zoi
13K followers
Stuttgart’s cloud community is leveling up! ☁️🚀 The next Amazon Web Services (AWS) MeetUp is hitting the Zoi office, and we have a lineup that turns complex infrastructure into a competitive advantage. Here is what’s on the menu: 🛡️ Total Backup Control: AWS Hero Nora Schöner shares her blueprint for centralized backups using Control Tower. Gain the insights needed to keep your multi-account environments resilient and your production data rock-solid, all while maintaining your peace of mind. 📈 Mastering the FinOps Engine: Anna Lena Steinborn and Firas Tayeb show you how to transform raw billing data into pure business value. They’ll dive deep into the CID framework and QuickSight, teaching you how to build a high-performance reporting engine that keeps your stakeholders happy and your cloud margins healthy. The Evening Plan: 🧊 18:00: Cold drinks & warm welcomes 💡 18:15: Deep dives & interactive Q&A 🍕 19:45: Pizza & high-level networking Ready to trade "bill shock" for "business value"? Grab your spot and join us for an evening of smart tech and great company! #AWS #Stuttgart #FinOps #CloudEngineering #AWSUserGroup
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Kubermatic
10K followers
How CID GmbH drives digital innovation with Kubernetes automation. 🚀 Standardizing infrastructure is the first step toward true scalability. At #CDS25, we spoke with Rouven Loerch, General Manager at CID GmbH, about their cloud-native journey. In this interview, Rouven breaks down how CID is using Kubermatic Kubernetes Platform (KKP) to: ✅Modernize Infrastructure: Moving from legacy setups to agile, cloud-native systems. ✅ Standardize Operations: Managing multiple environments with a unified approach. ✅ Accelerate Delivery: Freeing up teams to focus on innovation rather than cluster maintenance. ✅Multi-tenancy approach to load balancing, providing seamless scalability, security, and management for distributed applications and teams achieved with KubeLB. If you are a tech leader looking to streamline your cloud strategy, this is a must-watch. 📺 Watch the full interview: https://hubs.li/Q046TzNJ0 #Kubernetes #DigitalTransformation #CloudNative #Leadership #CID #Kubermatic #Automation
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CyberSkope
22 followers
🚨 Critical RCE Vulnerability in Redis - Upgrade Immediately A newly disclosed flaw in the Redis in-memory data store allows attackers to inject and execute arbitrary code on the host system via the XACKDEL command in certain versions. ℹ️ Key Facts Affected product: Redis versions starting from 8.2 and earlier versions that don’t include the fix. Vulnerability description: Attackers can call the XACKDEL command with a number of IDs exceeding the static vector length, causing a stack-based buffer overflow and enabling code execution. CVEs / Severity: CVE-2025-62507; risk rating from “high” to “critical” (CVSS up to 9.8) depending on source. Mitigation/Fix: The issue is corrected in Redis version 8.2.3 and newer. Admins are advised to also disable or restrict the vulnerable command via ACLs until patching is complete. ✅ What You Should Do Immediately 1. Identify deployments of Redis in your environment, including all clusters, caches, streaming layers and internal-only systems. 2. Upgrade to version 8.2.3 or newer (or equivalent fixed release). If you cannot patch immediately: 2.1 Restrict or disable the XACKDEL command via ACLs. heise online 2.2 Ensure Redis instances are not reachable from untrusted networks or exposed externally. 3. Harden access controls : enable authentication, run Redis in protected-mode, and limit client privileges to avoid allowing misuse. 4. Monitor for signs of compromise : unusual access, unexpected Redis commands, binary drops or unknown processes running on the host. 5. Review your architecture : Redis often underpins caching, session stores or real-time layers; a compromise could lead to elevated reach across your infrastructure. 📚 References Heise: Datenbank Redis → https://lnkd.in/eeq32f-j Redis official advisory → https://lnkd.in/eHJatFyi German BSI warning → https://lnkd.in/e2Chb3e4 #Redis #Vulnerability #RemoteCodeExecution #PatchNow #SecurityOperations #ThreatIntel #CyberSkope
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copebit AG
2K followers
Not every app needs Kubernetes. At the next AWS Container Meetup in Zürich, Tobias Emil Vonesch (copebit AG) will show how Amazon ECS offers a simpler way to run small or single-purpose applications without giving up scalability or reliability. In his talk, “Small Apps, Big Effect: Fast and Reliable Deployments on AWS ECS,” Tobias explores how teams can deploy containers quickly and operate them efficiently using ECS — a service that’s powerful, lightweight, and easy to manage. It’s a session for developers and engineers who want to move fast, automate with confidence, and keep their architecture focused on outcomes — not overhead. As an AWS Community Builder and DevOps enthusiast, Tobias works at the intersection of engineering and enablement — helping teams turn cloud complexity into clear, repeatable solutions. 📅 18 November 2025 | Zürich 🔗 Register: https://zurl.co/AICNY We’re looking forward to seeing you there — to learn, connect, and build with the Containers on AWS community.
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Sven Batista Steinbach
Syself • 11K followers
𝐓𝐡𝐞 𝐬𝐦𝐚𝐫𝐭𝐞𝐬𝐭 𝐭𝐞𝐚𝐦𝐬 𝐝𝐨𝐧’𝐭 𝐣𝐮𝐬𝐭 𝐮𝐬𝐞 𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬 𝐭𝐨 𝐫𝐮𝐧 𝐜𝐨𝐧𝐭𝐚𝐢𝐧𝐞𝐫𝐬. They use it to control everything—from clusters to databases. That’s exactly what Thomas Güttler explored at this year’s Chemnitzer Linux-Tage. Everyone knows Kubernetes as the go-to for container orchestration. But what really makes Kubernetes brilliant is how it works—and how its core ideas have reshaped infrastructure. At its heart, Kubernetes is built on two powerful principles: – A declarative API (you describe the desired state) – A reactive system (controllers constantly work to keep reality in sync) That combination makes Kubernetes so much more than a tool for running apps. In his talk, Thomas breaks down: 🔍 What’s actually needed to run Kubernetes (beyond just spinning up a cluster) 🔍 Why the controller pattern is so powerful and flexible 🔍 The shift from Infrastructure-as-Code to Infrastructure-as-Software 🔍 How Kubernetes' own architecture is now being used to manage Kubernetes itself A few years ago, we at Syself started the cluster-api-provider-hetzner (CAPH) open-source project to bring Cluster API support to Hetzner. Not long after, Thomas began contributing to the project. Fast-forward to today, and he’s part of our team, still pushing CAPH forward. It’s a great reminder of how open source doesn’t just build software—it builds teams. The best part of this talk? It shows the bigger picture. Kubernetes started as a tool to manage containers. Now it’s a platform for managing everything—including itself. The same controller pattern that orchestrates your apps is now managing Kubernetes clusters, and even running databases and other critical systems in a self-healing, declarative way. This is the side of Kubernetes I wish more people talked about. Because it’s where the real transformation is happening. The talk is in German 🇩🇪 (sorry, international friends — we have other great talks in English too) ▶️ Watch here: https://lnkd.in/eaa_2gPU
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Ahmed Shire
Initial Haven Care Services • 468 followers
Is Terraform the Backbone of Modern Infrastructure as Code? If you work with cloud infrastructure, chances are you’ve come across Terraform. It’s one of the most widely used tools for managing environments. Everything starts with a few simple files: main.tf, variables.tf, provider.tf, outputs.tf, and more. The terraform state file usually stored securely in the cloud keeps track of what’s actually deployed. What really makes Terraform powerful is its cloud-agnostic nature. Whether you’re using AWS, Azure, or GCP, you can manage everything through a single workflow without being tied to one provider. Why It Matters? 1.Consistency Infrastructure is defined as code, no manual setup or “it works on my machine” issues. 2.Version Control All changes are tracked in Git for easy collaboration and rollback. 3.Scalability Adjust resources or environments in minutes as business needs evolve. 4.Cloud Agnostic One tool and syntax for multiple clouds. 5.Modularisation Terraform encourages reusable, composable modules meaning teams can define a standard building block (like a VPC, Database, or Kubernetes cluster) once and reuse it across multiple projects. This saves time, reduces duplication, and ensures every environment follows the same best practices something that’s harder to achieve with tools like CloudFormation or ARM templates, where reuse and portability are more limited. What to take? Whether you’re spinning up a new Kubernetes cluster, testing disaster recovery, onboarding a client environment, or rolling out a multi-cloud strategy. Terraform makes it simple, repeatable, and reliable. At the end of the day, whether it’s a small tweak or a full-scale deployment. Terraform just works. Do you agree? #DevOps #Learning #Terraform #Infrastructure #Consistency #VersionControl #Scalability #Resilience #CoderCo #SystemsThinking
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NSIDE ATTACK LOGIC GmbH
1K followers
LFI + AKS = Cluster Compromise? Cloud-managed Kubernetes is often considered "secure by default." However, our latest analysis shows how insecure default settings in Azure Kubernetes Service (AKS), combined with seemingly harmless vulnerabilities, can quickly become a problem. In our new blog post, we show you step by step: • How a local file inclusion (LFI) can be exploited in an application within a pod • Why automatically mounted service account tokens pose a risk • How they can be used to gain access to the Kubernetes API—in some cases even directly from the internet • How Azure Workload Identities and Managed Identities can further expand the attack vector • And which practical countermeasures (private clusters, RBAC minimization, disabled token mounting) really help The scenario clearly shows that a small vulnerability in an application can quickly lead to cluster or even Azure tenant impact when combined with cloud defaults. You can find the complete technical walkthrough here: https://lnkd.in/dpgUptAV #kubernetes #pentest #redteam #aks #identity #azure
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Brainboard.co
6K followers
🚀 Terraform's UPPER Function: Standardizing Resource Naming at Scale The `upper()` function in Terraform transforms strings to uppercase, enabling consistent naming conventions across multi-environment infrastructure deployments where external systems require specific case formatting. ✅ Technical Breakdown: • Syntax: `upper(string)` - converts all cased letters to uppercase • Returns the exact string with only alphabetic characters transformed • Preserves numbers, special characters, and whitespace unchanged • Works seamlessly with other string functions like `format()` and `substr()` • Particularly useful when integrating with APIs that require uppercase identifiers 📌 Real-World Impact: • Ensures consistent resource tagging when integrating with legacy systems requiring uppercase conventions • Simplifies environment differentiation: `upper(var.environment)` creates clear visual distinction • Prevents case-sensitivity issues when passing values to external services or databases • Enables dynamic resource naming that complies with organizational standards automatically 💡Pro Tip: Combine `upper()` with conditional expressions for flexible naming: `tags = { Environment = var.is_production ? upper("prod") : upper(var.env_name) }`. This ensures consistent uppercase formatting regardless of input variations. Learn more about: https://lnkd.in/ePdNermp #Terraform #DevOps #InfrastructureAsCode #CloudEngineering #IaC
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DevOpsCon
2K followers
⚙️ Istio without sidecars? That’s what Ambient Mode is about. If you’re working with Kubernetes and service meshes, you’ve probably seen the discussion around Istio Ambient. But what actually changes in practice? 🔎 In this Istio Ambient Bootcamp at DevOpsCon Berlin, you’ll explore: • How ambient architecture works without sidecars • How to implement mTLS, AuthN & AuthZ in a zero-trust setup 🔐 • How to apply traffic management patterns like Canary or Blue-Green deployments 🧑💻 The focus is on hands-on exercises and real Kubernetes scenarios, so you can test and understand how Ambient fits into modern cloud-native architectures. 👉 More details: 📍 Berlin | 🗓️ 18–19.06.26 Speaker: Michael Hofmann https://lnkd.in/dKfQKsN9 #DevOps #Kubernetes #Istio #ServiceMesh #CloudNative #devopscon #berlin #bootcamp #handson
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tecRacer
3K followers
Lambda or container? You don’t always have to choose! 🦎 At the beginning of an AWS software development project, some major architectural decisions have to be made. One classic question: does AWS Lambda or Docker/Microservices make more sense? In this blog post, our colleague Gernot Glawe shows how you can use the same code in both environments using Go, Gin, and the Ginadapter. 🔄 Learn more here ► https://lnkd.in/etNc_f9C #AWS #GO #AWSLambda #Docker #Container #Cloud #Gin #Serverless
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Ismail JABRI
Sofrecom • 9K followers
𝐓𝐞𝐫𝐫𝐚𝐟𝐨𝐫𝐦 𝐨𝐫 𝐎𝐩𝐞𝐧𝐓𝐨𝐟𝐮 𝐢𝐧 2025—𝐖𝐡𝐚𝐭’𝐬 𝐑𝐢𝐠𝐡𝐭 𝐟𝐨𝐫 𝐘𝐨𝐮? Since Terraform moved to a BSL license, the open-source world answered with OpenTofu, backed by the Linux Foundation. Both are great for Infrastructure as Code, but they follow different paths. 🔹 Terraform offers enterprise stability and official support. 🔹 OpenTofu stands for open-source values, community input, and vendor-neutral governance. Whether you're in DevOps, SRE, or cloud, choose what best fits your team’s future. 👇 See the comparison chart below to decide.
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Steffen Mazanek
Skaylink • 4K followers
The topic of Redis licensing is a concern for many customers these days who rely on a memory cache for their solutions, e.g. in ecommerce solutions. Glad that AWS is actively supporting the valkey project and that partners like Skaylink provide a streamlined migration path from Redis to Valkey on AWS. Please take a look into the comprehensive blog article of my colleague Patrick Magyar who has years of experience in managing mission-critical webshops for our managed services customers and is explaining how the migration can work in friction-free way, leveraging a quick script-based assessment. Let us know in case of any questions or support needed! #redis #valkey #aws #migration
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Ngozi Nwadialo
Cloudboosta • 2K followers
RBAC Made Simple RBAC (Role-Based Access Control) is how Kubernetes controls who can do what in your cluster. At its core: Subjects: Users, groups, or service accounts Roles: Define what actions are allowed RoleBindings: Define who gets those permissions RBAC helps: Prevent unauthorized access Limit accidental cluster-wide actions Enforce least privilege for users & services Remember to always start with the least privilege and expand only as needed. Have you used RBAC in your cluster? #KubernetesTuesday #K8s #DevSecOps #RBAC #KubernetesSecurity #DevOps
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nida khan
V4U • 89 followers
🚀 Exploring Dynatrace: More Than Just Another Monitoring Tool! 🧠🔍 💁♀️ In the ever-evolving world of DevOps and cloud-native environments, monitoring isn't just about collecting metrics anymore—it's about getting answers. And that’s exactly where Dynatrace stands out. So, what's new here? 🕵 👉 Causal AI-Powered Automation Dynatrace goes beyond traditional observability by using causal AI—not just data, but real-time answers and intelligent automation for DevSecOps. 👉 Unified Observability + Security From infrastructure monitoring to application security, from log analytics to threat detection—Dynatrace brings everything into a single platform that works together, not in silos. 👉 Flawless Digital Experience Monitoring Frontend to backend, get full visibility into every user journey—enabling businesses to fix issues before users feel them. 👉 Built for Modern Cloud Whether it's hybrid cloud, multicloud, or Kubernetes—Dynatrace auto-discovers, instruments, and analyzes everything with minimal setup. 🔧 Use Cases I’m diving into: Infrastructure & Application Observability Log & Business Analytics Application Security & Threat Intelligence Automated Software Delivery 💡 Why Dynatrace? Because in today’s cloud-native era, we don’t just need monitoring—we need answers, context, and actionable intelligence. 🌐 Whether you're a DevOps engineer, SRE, or security analyst—Dynatrace is not just another tool in the stack. It's a platform built to empower. Looking forward to learning more and sharing my hands-on experience soon! 💬 Have you explored Dynatrace yet? Let’s connect and exchange insights. #DevOps #Dynatrace #Observability #CloudNative #Monitoring #DevSecOps #ApplicationSecurity #Automation #SRE #AI
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Bernd N.
692 followers
DevOps engineers are becoming the most strategic hires in Germany. But not for the reasons many think. It’s no longer just about: • CI/CD pipelines • Kubernetes • Infrastructure as Code The new shift is AI-enabled DevOps. Companies are starting to integrate: ⚙️ AI-assisted monitoring ⚙️ Predictive infrastructure scaling ⚙️ Automated incident response ⚙️ AI-generated code reviews This means the modern DevOps engineer needs to understand: • Cloud platforms • Automation • Observability • AI tooling And here is the challenge: The number of engineers who truly combine DevOps + AI thinking is still extremely small. This makes them one of the most valuable profiles in today's IT market. Hiring managers: Are you already seeing this shift in your DevOps teams? #DevOps #PlatformEngineering #CloudEngineering #AIinTech #Kubernetes #TechHiring #GermanyIT
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Andreas Haerter
foundata GmbH • 219 followers
🚀 New Open Source Project: 𝗗𝗼𝗰𝗦𝗺𝗶𝘁𝗵 for Ansible by Red Hat I’m excited to share DocSmith, a new tool we’ve built at foundata GmbH. It is a 𝗱𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗼𝗿 𝗳𝗼𝗿 𝗔𝗻𝘀𝗶𝗯𝗹𝗲 𝗿𝗼𝗹𝗲𝘀. It uses your role's 𝗮𝗿𝗴𝘂𝗺𝗲𝗻𝘁_𝘀𝗽𝗲𝗰𝘀.𝘆𝗺𝗹 𝗮𝘀 𝘁𝗵𝗲 𝘀𝗶𝗻𝗴𝗹𝗲 𝘀𝗼𝘂𝗿𝗰𝗲 of truth and 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗰𝗮𝗹𝗹𝘆 generates: ✅ 𝗡𝗶𝗰𝗲 𝗹𝗼𝗼𝗸𝗶𝗻𝗴 𝘃𝗮𝗿𝗶𝗮𝗯𝗹𝗲 𝗱𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 𝗶𝗻 𝘆𝗼𝘂𝗿 𝗥𝗘𝗔𝗗𝗠𝗘.𝗺𝗱 ✅ 𝗖𝗹𝗲𝗮𝗻 𝗶𝗻𝗹𝗶𝗻𝗲 𝗰𝗼𝗺𝗺𝗲𝗻𝘁 𝗯𝗹𝗼𝗰𝗸𝘀 𝗳𝗼𝗿 𝗱𝗲𝗳𝗮𝘂𝗹𝘁𝘀/𝗺𝗮𝗶𝗻.𝘆𝗺𝗹 (or other role entry-point files). 📦 𝗦𝗼𝘂𝗿𝗰𝗲 𝗖𝗼𝗱𝗲 𝗼𝗻 𝗚𝗶𝘁𝗵𝘂𝗯, including a detailed README: https://lnkd.in/ez5XzZd5 📦 𝗔𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲 𝗼𝗻 𝗣𝘆𝗣𝗜: uv tool install ansible-docsmith pip install ansible-docsmith 📌 𝗠𝗼𝗿𝗲 𝗞𝗲𝘆 𝗙𝗲𝗮𝘁𝘂𝗿𝗲𝘀: 🔹𝗕𝘂𝗶𝗹𝘁-𝗶𝗻 𝘃𝗮𝗹𝗶𝗱𝗮𝘁𝗶𝗼𝗻: Verifies that argument specs are complete, correct, and in sync with entry-point defaults/. 🔹𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻‑𝗳𝗿𝗶𝗲𝗻𝗱𝗹𝘆: Works seamlessly in CI/CD pipelines and pre‑commit hooks. 🔹𝗖𝗼𝗺𝗽𝗮𝘁𝗶𝗯𝗹𝗲: DocSmith works with roles in both stand‑alone form and within collections. 🔹--𝗱𝗿𝘆-𝗿𝘂𝗻 𝘄𝗶𝘁𝗵 𝗱𝗶𝗳𝗳 𝘃𝗶𝗲𝘄 💡 𝗪𝗵𝘆 𝗯𝘂𝗶𝗹𝗱 𝘁𝗵𝗶𝘀? Maintaining variable documentation by hand is both time‑consuming and prone to errors. Existing tools like ansible‑doctor or Docsible didn’t fully match my needs – many were created before argument_specs.yml became part of Ansible, resulting in a different focus and workflow, especially validation. 👉 𝗘𝘅𝗮𝗺𝗽𝗹𝗲 𝗿𝗲𝘀𝘂𝗹𝘁𝘀 generated from this argument_specs.yml: https://lnkd.in/exY4w_sP 🔹All descriptions and tables on https://lnkd.in/eRDJVT4P 🔹All inline comment blocks in https://lnkd.in/esarzj7b #Ansible #OpenSource #DevOps #RedHat #Python #foundata
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Antony Tony
Sun TV Network Limited • 2K followers
🚀 Terraform Concept: create_before_destroy (Simple Office Analogy) resource "aws_instance" "web" { ami = "ami-079b5e5b3971bd10d" instance_type = "t2.micro" availability_zone = "ap-south-1a" tags = { Name = "web-1" } lifecycle { create_before_destroy = true } } 🏢 Office Analogy Imagine an office has one printer used by employees. Now the company wants to replace the printer with a new model. There are two ways to do it: ❌ Old way 🔹Remove the old printer 🔹Install the new printer During this time, employees cannot print anything. ✅ Better way (create_before_destroy) 🔹Install the new printer first 🔹Start using it 🔹Then remove the old printer Employees never face downtime. ⚙️ Terraform works the same way Normally Terraform might: 1️⃣ Destroy the old EC2 instance 2️⃣ Create a new one This can cause temporary downtime. But with: create_before_destroy = true Terraform will: 1️⃣ Create the new EC2 instance first 2️⃣ Switch to the new one 3️⃣ Destroy the old instance 💡 Simple idea 🔹Without create_before_destroy → Destroy old → Create new (downtime) 🔹With create_before_destroy → Create new → Destroy old (no downtime) ✅ Benefits 🔹 Reduces downtime 🔹 Safer infrastructure updates 🔹 Useful for production systems #Terraform #DevOps #AWS #InfrastructureAsCode #DevOps #CloudNative #Containers #AWS #TechExplained #EngineeringCulture #TechLearning #Upskilling #EngineeringCulture #TechCommunity #LearningIsFun #ITJobs #CareerGrowth #AustraliaTech #AustraliaJobs #UKTech #USTech #USAJobs #CanadaTech #CanadaJobs #NewZealandTech Pavan GT #PlatformEngineering #InfrastructureAutomation #SRE #AIOps #MLOps #TechTips
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💾 Alex Klein
Codesphere • 947 followers
🤔 How do I scale the thing, that scales the other things? (Karlsruhe) Announcing the 1st speaker of the upcoming Cloud Native Karlsruhe meetup (April 28): Tim Ebert introduces sharding for Kubernetes controllers as a groundbreaking solution to scaling one of the fundamental components of Kubernetes. As your clusters scale, traditional controller setups face increasing challenges, leading to slow reconciliation times, impacting application performance and overall cluster stability. In this session, we'll dive deep into the technical details of applying proven sharding mechanism from distributed databases to effectively partition controller workloads. We'll explore the underlying concepts and how to implement sharding in your own Kubernetes controllers. Join us to learn how to overcome the scalability challenges of your Kubernetes controllers and unlock the full potential of your infrastructure. --- 💬 Registration link in comments. Seats are limited.
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Laura Okafor-Ndubueze
Aitech Abuja • 3K followers
🧠 𝗪𝗵𝘆 𝗧𝗲𝗿𝗿𝗮𝗳𝗼𝗿𝗺 𝗡𝗲𝘃𝗲𝗿 𝗙𝗼𝗿𝗴𝗲𝘁𝘀 When you run terraform apply, Terraform keeps track of everything in a state file (terraform.tfstate). That’s its memory ..what exists, what’s changed, what to fix. But if someone makes changes outside Terraform, your memory and reality drift apart. 👉 terraform refresh syncs them back. 🔎 Quick Map: • terraform.tf 📝 → What you want • terraform.tfstate 🧠 → What you have • terraform refresh 🔄 → Sync both worlds 💡 Lesson: Without state, Terraform wouldn’t be Terraform. #Terraform #DevOps #IaC #CloudComputing
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