2026-05-13
27 feeds · 75 articles traités · 20 sélectionnés · gemma4:e2b · 2026-05-13T09:11:04.976Z
r/devops (Tier 1) · Publié : 2026-05-13 · 80.0/10
Hi everyone, I’m exploring DevOps as a career path. I’m new to this field and trying to understand how to start properly. I wanted to ask experienced DevOps engineers: What should a beginner learn first in DevOps? Which tools are most important for freshers (Linux, Docker, Kubernetes, AWS, Jenkins, Terraform, etc.)? How much scripting is required (Bash, Python)? What does your day-to-day work look like in a company? Do DevOps engineers mostly work on deployments, monitoring, CI/CD, cloud managem
r/devops (Tier 1) · Publié : 2026-05-12 · 53.9/10
Hey r/devops , I'm a DevOps engineer with a few years of experience trying to level up my AI integration skills and would love some advice from people who've been down this road. Here's my current stack: - alibaba Cloud - (not by choice, RIP me) - argoCD for GitOps - gitlab + gitlab pipelines for source control and pipelines - Open WebUI with Claude and ChatGPT agents running through LiteLLM so you can say I'm not starting from zero, I've got ai models accessible to my team a
r/devops (Tier 1) · Publié : 2026-05-13 · 49.9/10
From Linux scripts to a real self-hosted monitoring platform After several weeks learning backend infrastructure on Linux, I ended up building a small self-hosted monitoring platform using: - Python - FastAPI - Docker - SQLite - APScheduler Right now it monitors: - CPU - RAM - disk - processes - Docker containers - historical metrics - alerts The most interesting part was moving away from random standalone scripts and starting to think about the project as an actual system: - scheduler - REST AP
DevOps.com (Tier 1) · Publié : 2026-05-12 · 38.4/10
OpenAI has moved deeper into enterprise cybersecurity with the launch of Daybreak, a platform that identifies software vulnerabilities, validates fixes, and speeds up patching workflows using AI models and its Codex Security system. Daybreak places OpenAI more directly in competition with Anthropic, whose Project Glasswing and Claude Mythos models also offer dual-use AI systems built […]
r/devops (Tier 1) · Publié : 2026-05-12 · 34.9/10
I'm figuring out how to pin all my team's third-party actions by commit SHA (assuming no immutable releases available) after the recent supply chain attacks. But this comes with 2 problems: Dependabot security alerts don't work on SHA-pinned actions. We have lots of repos, so hash management across all of them becomes painful very quick. Renovate and Dependabot version updates don't help much. They bump the SHA to whatever the latest tag points to, which gets you back to trusting
r/devops (Tier 1) · Publié : 2026-05-12 · 32.5/10
My background is ~2 years of cloud engineering experience in consulting. I've mainly administered k8s clusters and built Terraform modules and designed Aws architectures. I now have an offer as an AWS Cloud Support Engineer for a newly launched region. Because the region is new, many issues are still internal. However I won't be actively building Infra myself. Instead I'll be debugging customer infrastructure issues and escalating internally. My motivation for the role is the AWS int
r/devops (Tier 1) · Publié : 2026-05-12 · 32.2/10
Hello folks! Want to say first - it's not AI post and not AI-assisted project. 100% human time, blood and tears. Last time I posted, I have no idea what's wrong with people these days, but the hard work of 4+ years was just ignored and marked as AI slop... But maybe we will discuss it next time... Now imagine that: in a big company I, devops with 15+ years of expertise, developed compute-resource management platform and made it work for the major product of the company, which saved milli
r/devops (Tier 1) · Publié : 2026-05-13 · 30.9/10
My initial question was about an action to show the terraform plan as a PR comment to aid reviewing in r/terraform . This community does not allow x-posts, so I'm making a new one based on what I learned, but I think the lovely people who discussed are lovely and that you should read it https://www.reddit.com/r/Terraform/comments/1t4j5pi/how_do_you_pick_github_actions_so_many_similar/ Having said that, question for you: If you have a need, usually the first thing we think is "I can'
r/devops (Tier 1) · Publié : 2026-05-12 · 25.9/10
Live incident a few weeks back, an AI agent deleted a production database on Railway with one API call. Took 9 seconds and the backups went with it. Blocking curl outright isn't the answer, agent needs it for legitimate ops (list volumes, create volumes, every other DB call). The issue is separating those legitimate ones from the destructive ones. How are people actually handling this? Has it been solved w/o putting a human in the loop for every single call? submitted by /u/Upsta
Korben (Tier 1) · Publié : 2026-05-13 · 25.3/10
UnDUNE II , c'est Dune II qui tient en entier dans une PICO-8 , cette fameuse "fantasy console" dont je vous ai déjà parlé. Ça a donc pris près de trois ans de boulot pour Paul Nicholas (alias Liquidream) afin de faire tenir le RTS culte de Westwood Studios dans 128x128 pixels et 16 couleurs. 3 factions, 21 unités, 19 bâtiments, neuf missions, et oui, c'est jouable depuis le navigateur. Et si vous préférez faire tourner le binaire en local, des versions Windows, macOS, Linux et même Ra
DevOps.com (Tier 1) · Publié : 2026-05-12 · 25.0/10
Red Hat today revealed it is extending the reach of its Ansible Automation Platform for IT operations to artificial intelligence (AI) agents, in addition to making it simpler to build AI agents using existing application development tools. Announced at the Red Hat Summit conference, version 2.7 of the Ansible Automation Platform adds a technology preview […]
r/devops (Tier 1) · Publié : 2026-05-13 · 24.8/10
I’ve been in the industry for almost 7 years now and worked at 4 separate companies. In that time, I have not been in a single situation where I’ve had to rebuild an environment or part of it using Terraform/OpenTofu/Pulumi. This post is not against IaC, that would be egregious. It’s just that one of the many use cases of IaC is DR, but I’ve never experienced it or come across it. Have you? submitted by /u/SonnyHayesToretto [link] [comments]
HashiCorp Blog (Tier 1) · Publié : 2026-05-12 · 24.5/10
HashiCorp Vault now enables enterprises to manage agentic IAM including trusted identities, delegated authorization, fine-grained controls and end-to-end tracing.
OpenTelemetry Blog (Tier 1) · Publié : 2026-05-12 · 24.3/10
It’s not uncommon for end users adopting OpenTelemetry to, at some point in their journey, ask themselves: “Why is this stuff so complex?” . Full adoption normally requires understanding the different ways of configuring SDKs, multiple Collector deployments, data pipelines, instrumentation libraries, semantic convention registries, APIs for manual instrumentation across many different programming languages, and many other moving pieces. These moving pieces don’t operate i
Grafana Blog (Tier 1) · Publié : 2026-05-12 · 24.1/10
For years, teams have relied on k6 to take a more proactive approach to performance testing, ensuring they can catch issues early and deliver more reliable user experiences. That approach has helped make k6 one of the most widely used performance testing tools in the open source community today, with more than 30k stars on GitHub . Last year, we introduced k6 1.0 , a major release that brought TypeScript support, native extensions, revamped test insights, and production-grade stability guarantee
r/devops (Tier 1) · Publié : 2026-05-12 · 24.0/10
EU-based companies: how are you thinking about dependency on US hyperscalers? Curious how this is handled in practice across different industries. For those working in EU-based companies: Are most/all of your workloads running on AWS/Azure/GCP? Do you have a realistic “Plan B” if you ever had to reduce dependency on a hyperscaler? If yes: How is it structured? Multi-cloud? On-prem fallback? EU providers? Kubernetes/portable infra? Data replication only? If no: Is it because there’s no regulatory
Korben (Tier 1) · Publié : 2026-05-13 · 23.5/10
La bidouilleuse Maddie Dreese a réussi un sacré exploit les amis ! Elle a fait tourner un vrai modèle IA sur une Game Boy Color tout ce qu'il y a de plus basique.. Pas besoin de PC ni d'appels à un service tiers en ligne, mais simplement avec un peu de code qu'elle a mis sur une cartouche. Le modèle qu'elle utilise s'appelle TinyStories-260K , et c'est un mini-LLM signé Andrej Karpathy (l'ex-Tesla et OpenAI), conçu à l'origine pour générer des petites histoires pour gamins.
Lobste.rs (Tier 1) · Publié : 2026-05-12 · 23.1/10
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DevOps.com (Tier 1) · Publié : 2026-05-12 · 22.4/10
From cargo-culting Google's playbook to rushing AI-powered observability into production before the fundamentals are in place, here's where SRE transformations quietly go wrong, and how to course-correct.
Korben (Tier 1) · Publié : 2026-05-12 · 22.2/10
J'sais pas si vous avez vu passer ça, mais vous pouvez désormais déclencher la guerre Iran-USA directement depuis votre navigateur, tout ça en pixel art, en incarnant ce bon vieux Donald Trump. C'est gratuit, accessible sur epicfurious.com , et c'est signé The Secret Handshake , le collectif anonyme déjà responsable des statues Trump-Epstein qui poppent et disparaissent un peu partout. Le jeu s'appelle Operation Epic Furious : Strait to Hell , et il a en fait deux vies. D'abord, une version joua
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