SUMMARY: Okta is a leading cloud-based Identity and Access Management (IAM) platform that securely connects people to the right technologies, enhancing security and productivity by centralizing user access and supporting the critical Zero Trust security model. This system acts as an intelligent digital gatekeeper, ensuring the right people receive proper access at the appropriate time, […] The post Understanding Okta: A Complete Guide to Modern Identity and Access Management appeared first ...| XTIVIA
SUMMARY: DevOps Managed Services enable modern IT enterprises to overcome the critical dilemma of innovation versus operational overload by providing instant access to elite expertise, advanced automation, and cloud-native strategies. For organizations where speed, reliability, and innovation are foundational to success, partnering with a Managed Services provider is essential for delivering exceptional customer value. At […] The post Why DevOps Managed Services Are Critical for Modern IT E...| XTIVIA
SUMMARY: This guide demonstrates how to use Terraform, an Infrastructure as Code (IaC) tool from HashiCorp, to define, provision, and manage resources like virtual machines on the Microsoft Azure cloud. By following the steps to write configuration files and apply them, you can automate the creation of a complete virtual machine environment in Azure 1) […] The post Creating Resources in Azure Using Terraform appeared first on XTIVIA.| XTIVIA
OpenAI presented two important tools for building AI agents at its developer conference. AgentKit is designed to simplify the development of AI agents via a no-code builder, while Apps in ChatGPT makes it possible to integrate external applications directly into the ChatGPT interface. The OpenAI developer conference demonstrates that the company behind ChatGPT is maintaining […]| Techzine Global
The Scaleway Cloud is a French cloud provider with multiple regions in Europe. They offer a wide range of services and are a strong candidate for teams| ConSol Blog
DevOps teams need more than restricted cloud access. OpenMetal provides full root access to dedicated bare metal infrastructure, enabling complete control over hardware and software stacks. Deploy custom configurations, implement infrastructure as code, and optimize performance without vendor limitations, all in 45 seconds. The post A Private Cloud with Full Root Access for DevOps Teams appeared first on OpenMetal IaaS.| OpenMetal IaaS
Randy Bias of Mirantis discusses how MCP AdaptiveOps provides enterprises with secure blueprints, compliance guardrails, and adaptability to navigate the fast-changing world of agentic AI. The post Securing MCP for Enterprise AI Adoption | Randy Bias, Mirantis appeared first on TFiR.| TFiR
AI is a black box — and GPU exploits like NVIDIA Escape are real. Saiyam Pathak explains how vCluster Labs is building security and Observability into platform engineering. The post Inside the New Reality of Platform Engineering: Observability, GPU Security, and AI Risk appeared first on TFiR.| TFiR
Azul’s George Gould says GenAI will expand—not replace—Java’s role. Learn how AI services are being integrated into mission-critical Java systems. The post AI Won’t Replace Java—It’ll Amplify It | George Gould, Azul appeared first on TFiR.| TFiR
Exaforce co-founder Ariful Huq explains how multimodel AI and agentic workflows help SOC teams slash investigation time and reduce alert fatigue while keeping humans in control. The post Agentic SOC: How Exaforce Plans to Redefine Security Operations | Ariful Huq, Exaforce appeared first on TFiR.| TFiR
Glenn Russell of Egen explains why AI adoption fails without executive buy-in, integration, and skills training—and how leaders can assess readiness for success. The post AI Adoption Challenges: People, Integration & Skills | Glenn Russell, Egen appeared first on TFiR.| TFiR
Randy Bias, VP of Strategy & Technology at Mirantis, explains why MCP must evolve beyond tooling experiments into secure, governable control planes before it can support mission-critical enterprise AI.| TFiR
Michael Blum| mblum.me 🥝
IAMOPS implemented a secure Jenkins-GitHub integration to enforce automated QA tests at the pull request level, preventing unverified code from breaking shared environments and ensuring faster, higher-quality releases. The post Boosting Release Quality with Automated QA Testing in Jenkins & GitHub appeared first on IAMOPS.| IAMOPS
Google this week published the results of its annual DevOps Research and Assessment (DORA) survey that finds 90% of the IT professionals surveyed are now using artificial intelligence (AI) tools, with 80% reporting they are more productive as a result. The survey of nearly 5,000 IT professionals also finds that respondents now have a median […]| DevOps.com
At swampUP 2025, Alan caught up with Demetrios Brinkmann, founder of the MLOps Community, to discuss the growing gap between AI research and real-world production deployments. Brinkmann leads a global network of more than 100,000 developers dedicated to bridging that divide, helping teams move beyond flashy demos and academic models to systems that deliver tangible […]| DevOps.com
In modern software delivery, there’s a lot of talk about speed, agility, DevOps, CI/CD pipelines — and one of the tools that’s becoming essential is the ephemeral environment. If you aren’t quite sure what that means, why it matters, or how to use one (or more), this guide is for you. What is an Ephemeral […]| Test Environment Management (DOT) Com
From days to 2 hours: How Infra Deployer delivered FedRAMP High-compliant Azure Gov Cloud deployments with secure, repeatable automation.| QBurst Blog
AWS CodeBuild now supports managed self-hosted GitHub Action runners, allowing you to build powerful CI/CD capabilities right beside your code and quickly implement a build, test and deploy pipeline. Last year AWS announced that customers can define their GitHub Actions steps within any phase of a CodeBuild buildspec file but with a self-hosted runner, jobs […]| Amazon Web Services
Simplify AWS multi-account deployments with CloudFormation StackSets. Ensure consistent infrastructure across accounts and Regions automatically.| ITGix
In modern cloud infrastructure development, writing Terraform code manually can be time-consuming and error-prone—especially for teams that frequently deploy modular and scalable environments. There’s a growing need for tools that: Allow natural language input to describe infrastructure requirements. Automatically generate clean, modular Terraform code. Integrate with cloud authentication mechanisms. Save and organize code into execution-ready files. This model bridges the […]| Perficient Blogs
Steve Watt of Red Hat discusses the foundations of open source AI, the rise of agentic AI, and why stable projects like vLLM and PyTorch may shape the future.| TFiR
This week Farhad and me finally found some time to improve a part of our build pipeline that was nagging me for years. We can now release our DarkPAN modules via CI/CD into a GitLab generic packages ...| domm.plix.at
We are currently setting up a staging server (called beta) for a project consisting of two sub-projects and a bunch of services in each project. Each service uses a distinct role (postgres-speech for| domm.plix.at
Learn how to add Remark42, an open source comment engine with multiple auth providers, to your website without a subdomain. This tutorial will walk you through the steps and dive into the details on how to write the code and set it up on Coolify.| Billy Le | Blog
I recently bought a new laptop and had already factory reset my old one to resell. In doing so, I lost all access to my Hetzner VPS since it was configured to disallow root access entirely and only allow user access via SSH since passwords were turned off. I was able to regain access by following these steps.| Billy Le | Blog
If there's one thing I wish I had learned earlier in my career, it would be to use Docker. Docker has been such a blast to work with that I've been using it daily in my work. It's easy to get started with all the available offerings they have, and the learning curve gradually increases, which makes it an exciting challenge to master.| Billy Le | Blog
Every time I went to a non-existent URL, it would redirect me to the home page. I couldn't see my 404 page unless I went to /404 directly! Thankfully, I was able to find a solution after tinkering with Docker and Nginx. If you're in this situation, then this solution might be for you.| Billy Le | Blog
Pull Request Preview Deployments are a neat feature where you receive a shareable link so you can showcase a feature before merging it into production. In this post, I'll show you how you can set up your Coolify to create those magical Pull Request Preview Deploys just like Netlify.| Billy Le | Blog
Ever wondered how you can self-host your own websites and web apps without the need for services like Netlify, Vercel, and the like? I am venturing down that path and I want to share what I learned. In this tutorial, I will explain what I did to host a static website using Cloudflare, Hetzner, and Coolify.| Billy Le | Blog
A guide on how to run QuestDB’s Java library in hardened environments where /tmp is mounted with noexec, by pre-bundling native libraries and using the questdb.libs.dir system property.| QuestDB Blog
Coolify's dynamic proxy configuration lets you redirect subdomains to external URLs without creating full resources. Using a simple YAML file with Traefik configuration, you can set up SSL-enabled redirects directly through Coolify's interface.| Julien's DevRel corner
Picking the right day to deploy software is not as easy as one might think. There are many factors impacting The post Friday vs. Midweek: When’s the Best Day to Deploy? appeared first on The New Stack.| The New Stack | DevOps, Open Source, and Cloud Native News
Tooling for maintenance of YAML files| Field Notes
Taking advantage of our OpenTelemetry tracing to easily test behavior that is otherwise very hard to observe| Jennifer++
We build tools, but we are also shaped by the affordances of those tools. I'm building Letterbook. I would like it if you join me.| Jennifer++
We map the system so that we can change the system, so then we must remap the system. That's the tight inner loop of software development.| Jennifer++
Learning and exploration in complex systems happens continuously, forever. We need to constantly update our mental maps, or they'll lead us astray| Jennifer++
For quite some time, my own ops haven't had much dev in them. But I'm changing that.| Jennifer++
At this point we've designed a system and we're going to provide it as a service. To operate that service effectively we have to understand how its behaving. That's all about observability.| Jennifer++
If Advent of Code was a whole system, it might look like this. Of course, the first deployment of a complex system is never smooth. This is a review of that incident.| Jennifer++
Let's talk distributed systems! Getting into the details of how we could build a whole system to support Santa's elves, instead of a bunch of scripts.| Jennifer++
Ever wished you could monitor your AWS load balancer logs in real-time? AWS ELB access logs are packed with security gold, but they’re usually just sitting in S3 as static files. Let’s …| Yuki Nakamura's Blog
In this series's first part, we took a high-level view of what services European Cloud Providers have to offer. In these upcoming parts, we will focus on one| ConSol Blog
Learn how to resolve the “Kubernetes configuration file is group-readable or world-readable” warning. This guide explains the cause of the issue and shows the exact steps to secure your kubeconfig file.| vEducate.co.uk
How I am doing it in my projects| lucasew.github.io
You'll need to switch off ASAP.| matduggan.com
Julian Fischer explains Klutch’s enterprise roadmap, including multi-tenancy, developer permissions, and dynamic network automation.| TFiR
Every curl security report starts out with someone submitting an issue to us on https://hackerone.com/curl. The reporter tells us what they suspect and what they think the problem is. This report is kept private, visible only to the curl security team and the reporter while we work on it. In recent months we have gotten … Continue reading From suspicion to published curl CVE →| daniel.haxx.se
Terraform state is a distributed systems problem masquerading as file storage. Graph state fixes the bottlenecks.| Stategraph
Fast, Declarative, Reproducible, and Composable Developer Environments using Nix| devenv.sh
https://www.flickr.com/photos/scowltek/2886787076/ Summary (TL;DR): DevOps: The Big Picture is an excellent course. In only 1.5 hours, Richard presented the background motivation for DevOps, the cultural changes necessary for organization to embrace DevOps, and the list of popular tools for each capabilities to support DevOps success. This is certainly a recommended course for DevOps beginner, and those| djitz.com
Understand how IAMOPS streamlined access management by integrating AWS SSO with SAML 2.0 into Argo CD and Argo Workflows, enhancing security, automating user provisioning, and delivering a seamless single sign-on experience. The post Implementing AWS SSO in Argo CD and Argo Workflows with SAML 2.0 appeared first on IAMOPS.| IAMOPS
Cut AWS costs by 35% by migrating to Fargate Spot and automating non-production environments, boost efficiency and flexibility for developers.| IAMOPS
Docker is a great tool for managing and deploying web applications, but it can be a little intimidating to scale up from running a single containerized application to managing that application’s lifecycle through development, staging and production environments. Because of Docker’s flexibility, there is more than one way to handle the configurations of multiple application […] The post Docker Approaches to Multiple Environments appeared first on Simple Thread.| Running The World’s Largest Machine | Part 1 - The Building Blocks - Simple...
The crew finds a planet that was literally "coded" into existence using a Terraform-like tool. They discover the planet's "state file" and must prevent a disgruntled junior deity from running `terraform destroy` on the entire civilization.| Seuros Blog - Navigation Logs from the Ruby Nebula
The crew investigates a scientific outpost that has gone dark. They arrive to find the inhabitants have achieved "total observability," logging every single action, thought, and system metric. They are now so overwhelmed with data that they are paralyzed, unable to find the signal in the noise.| Seuros Blog - Navigation Logs from the Ruby Nebula
After an emergency space jump goes wrong, the Atlas Monkey finds itself stranded in the over-engineered Kubernetes Constellation, where they discover planets running massive infrastructure for tiny applications—and learn valuable lessons about right-sizing technology solutions.| Seuros Blog - Navigation Logs from the Ruby Nebula
OpenTelemetry ('OTel') is one of the| utcc.utoronto.ca
In this post, we explore the migration path from AWS CodeDeploy to Amazon ECS for blue/green deployments, discussing key architectural differences and implementation considerations. We examine three different migration approaches - in-place update, new service with existing load balancer, and new service with new load balancer - along with their respective trade-offs in terms of complexity, risk, downtime, and cost.| Amazon Web Services
In practice: SLO monitoring with CloudWatch Application Signals In the previous post, we’ve shared the basic concepts and benefits of burn rate monitoring. In this post, we, the Amazon Product Search team, will share anecdotes from our migration from an in-house solution to CloudWatch Application Signals, and introduce how we actually implement monitoring and dashboards. […]| AWS Cloud Operations Blog
In theory: SLO concepts applied to Amazon Product Search In this series of posts, we will show you how we, the Amazon Product Search team, monitor key systems using Service Level Objectives (SLOs) and share our migration journey from an in-house solution to Amazon CloudWatch Application Signals. Amazon Product Search is a large distributed system […]| AWS Cloud Operations Blog
AI, cloud and analytics promise progress but also bring new risks. Take part in Redgate’s 2026 State of the Database Landscape survey.| Redgate
Glenn Russell of Egen explains why many AI projects fail, the role of people and integration in success, and how enterprises can build real value with agent-based AI.| TFiR
When you start to have a lot of virtual machines and IP addresses, you might need to organize a bit with an IPAM. Netbox is such a thing.| Xen Orchestra Blog
Think incidents happen because of bad code? Think again. After handling countless outages, I've discovered the real culprits - and they're not what most people expect. Here's why your systems really fail.| Deepak Gupta | AI & Cybersecurity Innovation Leader | Founder's Journey from ...
Learn about observability & OpenTelemetry. Discover the importance of telemetry data & how OpenTelemetry standardizes it, making your life easier!| ITGix
Auxia’s CEO Sandeep Menon outlines how agentic AI is transforming enterprise marketing, turning first-party data into hyper-personalized customer journeys.| TFiR
Welcome to the era of Green Cloud Adoption - a strategic approach that combines cloud innovation with environmental responsibility. By adopting sustainable| ITGix
Explore the intricacies of SQL Injection: learn its workings, impacts, and robust strategies to shield your web applications from this threat.| Snyk
Explore XSS attacks and empower your development teams with AI-powered prevention strategies. Uncover their mechanisms and learn how to secure web applications and protect user data.| Snyk
10 Governance Questions Every Leader Must Ask BeforeDeploying Generative AI Generative AI...| EchoInnovate IT
Explore 25+ innovative AI agent business ideas for 2025 that are transforming industries. Discover profitable.| EchoInnovate IT
From Bors and Homu to Bulldozer, Kodiak, Mergify, and now GitHub and GitLab, merge queues have shaped how we keep main branches green. This article traces their history, why they emerged, and how they became a standard in modern software development.| mergify.com
Effective HA starts with shared goals. Margaret Hoagland from SIOS shares how app and infra teams can align using real-world downtime impact to drive smart planning.| TFiR
ITIL Practitioner level is being developed to help organizations and individuals increase the value they obtain from using ITIL by offering additional practical guidance to adopt and adapt the framework to support the business. It will be the next step … Continue reading →| thisiswhatgoodlookslike
DevOps is a philosophy and movement that sits at the intersection of (software) Development, (service) Operations and quality assurance (QA). DevOps is considered “Beyond Agile” and institutionalises the idea of what Agile was supposed to deliver. It is also important to … Continue reading →| thisiswhatgoodlookslike
If you follow us on LinkedIn, you should have seen that we are hiring a lot of people these days, especially in one department that is not the most active| Kalvad
In 2021, concerns were about Kubernetes and sysadmin basics. By 2025, DevOps is characterized by AI over-reliance and waning technical depth. Kalvad prioritizes foundational knowledge over button-pushing and AI-generated solutions, critiquing current trends humorously.| Kalvad
If one principal can do anything, one mistake can undo everything. I’ve read too many incident reviews where the “automation user” turned out to be the attacker’s best friend. One token. All the doors. Code, artifacts, production. We built CI/CD to go fast. We accidentally made it the fastest path to a breach. Just like...| Identity Defined Security Alliance
The other day, I took a look at Longhorn again. I briefly looked at it earlier, as a way to get volumes that are writeable from more than one node. I tossed it away then, because I mistook it for n…| Vegards Blog
Managing Kubernetes configurations with Helmfile| Field Notes
Master Snowflake database CI/CD with Atlas. Compare Atlas, schemachange, and SnowDDL for schema changes, migrations, and automated database deployment workflows.| atlasgo.io
Find out how Azure AI Foundry meets developers where they are, while giving enterprises the trust, security, and scale they need.| Microsoft Azure Blog
You know that feeling when you’re driving a high-performance car… with flat tires? That’s what this felt like. We were trying to scale a complex Laravel-based application, used daily by...| Web Design & Development Company in San Diego
Many ask themselves, “Why would I use a semantic layer? What is it anyway?” In this hands-on guide, we’ll build the simplest possible semantic layer using just a YAML file and a Python script—not as the goal itself, but as a way to understand the value of semantic layers. We’ll then query 20 million NYC taxi records with consistent business metrics executed using DuckDB and Ibis. By the end, you’ll know exactly when a semantic layer solves real problems and when it’s overkill.| Data Engineering Blog
Exploring why AI tools complement rather than replace developers, and how smart companies use AI to enhance team productivity instead of downsizing talent.| Ken Muse
Cut GCP costs by up to 48% with spot instances, automated shutdowns, rightsized databases, and storage lifecycle policies.| IAMOPS
Streamline CI/CD with GitHub Actions—automating commits, JIRA transitions, and Slack alerts to prevent conflicts and speed QA cycles.| IAMOPS
Cut sync time by 40% and save 20 weekly work hours by centralizing MongoDB synchronization using Jenkins and Python.| IAMOPS
With the recent generally available Entra ID functionality into Bicep while I was on vacation, I couldn’t wait to get back and try it out. Specifically, I wanted to see if using this functionality would allow for some level of Infrastructure as code (IaC) to good ol’ Active Directory when combined with Group Writeback using […]| Mindcore Techblog
Efficiently communicate a problem and your recommendation in record time with an SBAR. 📝| Major Hayden
FlowG v0.45.0 introduces API compatibility with ElasticSearch| link-society.github.io
A simple typo of ghcr.io to ghrc.io would normally be a small goof. You’d typically get a 404 or similar error, finally work out the issue, fix it, and move along. But in this case, that typo appears to be doing something very malicious, stealing GitHub credentials. What’s ghcr.io? First, a quick bit of background. ghcr.io is an OCI conformant registry for container images and OCI artifacts used by a lot of projects. It’s part of GitHub and is a very popular image and artifact repositor...| Brandon Mitchell
Fast, Declarative, Reproducible, and Composable Developer Environments using Nix| devenv.sh
Instead of simply delivering information, agents reason, act, and collaborate—bridging the gap between knowledge and outcomes. Learn more about agentic AI in Azure AI Foundry.| Microsoft Azure Blog
Many teams adopt Argo CD quickly but later face slowdowns and developer frustration. Learn 30 common GitOps antipatterns to avoid and keep deployments efficient.| Codefresh
Interview with Viktor Farcic on why internal developer platforms need APIs and what to expect from his Platform Summit 2025 talk.| Nordic APIs
Developers are losing days every month to infrastructure bottlenecks, compliance hurdles, and inconsistent environments. Platform engineering promised to fix that, yet too many platforms fail before they deliver real impact. In this comparison of Backstage vs Pulumi IDP, we’ll explore why choosing the right architectural approach matters more than the tool itself. Quick comparison: Backstage vs Pulumi IDP Backstage is an open-source developer portal framework from Spotify that focuses on se...| Pulumi Blog
A comprehensive 3-week roadmap covering SQL, Python, cloud platforms, data modeling, and DevOps essentials for aspiring and practicing data engineers| Data Engineering Blog