r/cloudengineering

Linux Concepts Explained Using Windows Analogies

Linux Concepts Explained Using Windows Analogies

Every cloud engineer must know the linux fundamentals.

u/apmmahesh — 24 hours ago
▲ 34 r/cloudengineering+1 crossposts

Anyone else quietly moving stuff OUT of Kubernetes?

Feels like every company eventually reaches:

“Why are we running this tiny internal service on a 40-layer orchestration platform?”

I’m seeing more teams move smaller workloads back to:

- ECS/Fargate

- plain Docker on VMs

- managed PaaS

- even systemd services

Not because Kubernetes is bad.

Because not everything needs:

- operators

- ingress drama

- Helm templating nightmares

- CRD ecosystems nobody understands

- 14 dashboards to debug one timeout

K8s is incredible at scale.

But I think a lot of orgs adopted it WAY before they actually needed it.

Curious if others are seeing the same thing internally.

reddit.com
u/lotus_20 — 2 days ago

Beginner with questions

I am interested in this profession and i have couple questions, are there fully remote opportunities to work in this profession, is this better path then software/devOps engineering, and what would be my beginner to job timeline to start, since i have 8-12 hours available daily for next 2-4 months? Thank you in advance.

reddit.com
u/No-Cod-8338 — 1 day ago
▲ 21 r/cloudengineering+2 crossposts

Interview Qs for Cloud Engineer Role at FNZ Group.

  1. Can you introduce yourself and explain your Cloud/DevOps experience?
  2. What projects, tools, and Azure services have you worked on?
  3. Do you have cloud migration experience?
  4. What is your latest project and role?
    5, How proficient are you with Terraform?
  5. Write Terraform code to provision two Azure VMs with high availability.
  6. What is Terraform and its alternatives?
  7. How does auto-healing work in Kubernetes?
  8. Explain ingress and egress in Kubernetes.
  9. What is the purpose of Azure Virtual Network (VNet)?
  10. What is a Virtual Machine?
  11. Are containers OS independent in Kubernetes?
  12. What is an Azure Landing Zone?
  13. What does “pre-configured” mean in Azure Landing Zones?
  14. What Azure services and CI/CD tools have you used?
reddit.com
u/ResidentComedian2977 — 4 days ago
▲ 16 r/cloudengineering+1 crossposts

Transition from MSP to Network Engineering?

Hey everyone,
I’ve been working in an MSP for about 4 years now, currently doing mostly Level 3 work.
Pretty much deal with everything SMB clients throw at us — networking, firewalls, servers, Microsoft 365, security, VoIP, CCTV, Windows/Mac, MDR/XDR, troubleshooting, projects, etc. Basically a bit of everything.
Currently on around 100k AUD, but I’m trying to figure out where to go next career-wise.
I’m interested in moving more towards:
Network Engineering

Cybersecurity

DevOps / Cloud

But honestly not sure what the best move is from an MSP background since you end up becoming a generalist.
For people who made the jump from MSP:
How did you do it?

What should I focus on learning?

Any certs/projects that actually helped?

Which path would you recommend long term?

Would appreciate any advice from people who’ve been through it.
Thanks!

\#MSP #SysAdmin #ITCareer #NetworkEngineer #CyberSecurity #DevOps #CloudEngineering #Microsoft365 #Networking #Firewall #Servers #CareerAdvice #ITSupport #Level3Support #Infrastructure #VoIP #MDR #XDR #WindowsServer #Homelab

reddit.com
u/AlertTonight007 — 4 days ago

What jobs lead to cloud engineering?

I know sysadmin is one, but I want to take a different route that's more automation and coding to start with. I say this because I heard someone say that cloud engineering is more a product engineering role rather than a traditional infrastructure role.

reddit.com
u/False_Bee4659 — 5 days ago

Roadmap for a fresher

Wondering if switching to cloud engineering would be a good choice, coming from SAP HANA background with 2 years of experience.

Kindly share some tips to begin as a fresher in the domain

reddit.com
u/theeightstack — 4 days ago
▲ 13 r/cloudengineering+4 crossposts

Burn - K8s cost waste by namespace and pod. Just kubectl, no deploy

Found this as a lightweight alternative to OpenCost. I didn't want to deploy anything into the cluster, just get quick insights into where the money is going. It runs locally via kubectl, pulls real pricing from AWS/Azure/GCP, and breaks down costs by namespace and pod.

github.com
u/tcpud — 6 days ago

Helpdesk to Junior Cloud Engineer by 2027. Feeling stuck with certs, need real experience advice

Hey everyone,
I’m currently working in helpdesk and have just over 2 years of experience. My goal is to transition into a junior cloud engineer role by 2027, but I honestly feel a bit stuck on where to begin properly.
I’ve done some certs already, but if I’m being real, I mainly passed them through memorising past papers/exam questions. That method has always worked for me academically, but the knowledge doesn’t really stay in my head long-term. I’ve realised the only way I properly learn is through real-life experience and hands-on work.
At work, I mainly use PowerShell for scripting and we use Azure quite a lot. I’ve also spoken to one of my senior colleagues and he’s open to helping mentor me a bit, which I’m really grateful for, but I still don’t know what projects or areas I should focus on first.
So I wanted to ask people already in cloud:
What projects would actually help someone at my level break into cloud?
What should I be building in Azure to gain practical experience?
Are there any “must know” junior cloud skills that companies actually care about?
How can I make the most of my current helpdesk role to transition internally or externally?

I’d especially appreciate advice from people who moved from helpdesk/support into cloud engineering because sometimes it feels difficult to bridge that gap without getting lucky with an opportunity.
Any advice/resources/project ideas would be massively appreciated!

reddit.com
u/Safwatna — 8 days ago
▲ 5 r/cloudengineering+1 crossposts

Deployment advice for early stage startup!

Hello everyone,
We are running a small startup and the problem I am facing right now is single point of failure. Since we don't have much budget, we have hosted in cheap VPS as of now.

We have multiple services(python, node, db, redis, etc) and everything is dockerized inside a compose. So we run staging and production environment behind a nignx revere proxy. Both environment is hosted in single vps. We don't have any monitoring and observisibilty tool right now. The way we deploy is build docker image via github action and push it into vps and run it.

So for our setup, how can we improve our deployment and what are the best strategies we can adapt.

Thank you.

reddit.com
u/Mystery2058 — 8 days ago

Do i have opportunity to get a full remote job as a cloud security engineer?

I am a 23-year-old woman from the Middle East. I graduated from the BIS Institute and obtained an OSCP certification in cybersecurity, as well as an AWS Associate certification. I have approximately six months of experience in freelance bug bounty projects. I am looking to work with a European company in the field of cloud security. Will it be difficult to get a job, even though it's my first opportunity, and what is the potential salary in dollars?

reddit.com
u/Roaya23 — 7 days ago

Building an MLOps System Taught Me More About Security Than ML

Hey Chat,

I recently finished building an end-to-end MLOps setup on Kubernetes using EKS because I wanted to understand what it actually takes to run ML workloads in production, not just the usual “deploy a model” tutorials.

A few things I implemented:

  • FastAPI + ONNX model serving with hot reloads from S3, so models can update without restarting pods
  • A scheduled training pipeline using Kubernetes CronJobs that:
    • retrains models daily
    • evaluates performance
    • converts models to ONNX
    • automatically promotes better-performing models
  • Basic model drift detection integrated with Prometheus
  • Supply chain security using:
    • Trivy for image scanning
    • Cosign keyless signing with GitHub OIDC
    • Kyverno admission policies to reject unsigned images

The security side of this project honestly changed the way I think about deployments. After reading about a few real-world supply chain incidents, I decided to go much stricter with image signing and admission policies.

I also wrote a short Medium post about that mindset shift:
https://medium.com/@samarth38work/how-a-supply-chain-attack-made-me-sign-every-container-image-i-ship-c2e7391721db

One thing this project taught me is how many trade-offs exist in real ML systems:

  • hot reloads vs deployment simplicity
  • custom drift detection vs dedicated tooling
  • developer velocity vs strict security enforcement

Some parts were honestly frustrating to wire together, especially the policy enforcement side, but I learned a lot from it.

Repo if anyone wants to take a look:
https://github.com/blue-samarth/mlops-tryops

Would really appreciate thoughts from people working in MLOps or platform engineering:

  • Is hot reloading models worth the added complexity, or is restarting deployments usually the better trade-off?
  • Any good open-source drift detection tools worth exploring instead of rolling my own?
  • Where do you usually draw the line with security tooling in personal vs production projects?

Thanks in advance!

u/Blue_Flam3s — 9 days ago
▲ 32 r/cloudengineering+1 crossposts

Cloud Career Transition Tips

Many people want to switch their career to Cloud Engineering, especially those working as:

Linux Admin

Network Engineer

System Admin

Application Support

SRE / Production Support

Desktop Support

Help Desk

QA Automation

BPO Technical Support

NOC Engineer

Most of us have 2 to 5 years of experience, but with only the current experience and daily tasks, it is difficult to switch directly into a Cloud Engineer role.

First, focus on learning cloud technologies properly. After that, try to work on real-time tasks and projects to understand how the industry actually works.

Once you gain hands-on experience with real-world scenarios, it becomes much easier to clear cloud interviews and move into a cloud career successfully.

Feel free to reach out me if you need any guidance.

reddit.com
u/apmmahesh — 9 days ago
▲ 2 r/cloudengineering+3 crossposts

Are cloud architects being asked to do too much now?

I’ve been speaking with cloud and enterprise architecture teams, and one common theme keeps coming up: architects are no longer just designing systems.

They are expected to handle WAF-aligned designs, architecture documents, PRDs, Infrastructure-as-Code, cost estimates, cloud comparisons, security reviews, and stakeholder explanations — often across multiple clouds.

For Azure teams especially, the workload seems to sit across landing zones, governance, identity, networking, security, cost control, and documentation.

Curious how others are handling this.

Are architects in your organisation still focused mainly on design, or are they now expected to produce the full delivery package as well?

Full disclosure: we are building an AI agents to help cloud architects produce WAF-aligned designs, architecture documents, PRDs, IaC, and costing plans. Not posting this as a sales pitch — genuinely interested in how teams are handling this workload today.

reddit.com
u/Accomplished_Job_76 — 9 days ago

Cloud Community

Hello people,

Wanting to connect with people who want to create something exceptional in cloud domain or who want to start their career I am trying to connect with people and building a community.dm me if you are one.

reddit.com
u/anshul-agarwal — 12 days ago

What are the chances of getting a role of cloud/devops engineer as your entry level job ?

I am 18 and iam in first year of compsci engineering but I am side by side also preparing for my masters (ie trynna learn German) and learning linux commands, docker basics , basic networking and stuff.. what else should I learn I know basic python fundamentals

I tried to get into competitive programming but miserably failed, tried machine learning but 💀💔🙏🏿 math got me

reddit.com
u/Prasadhegde — 10 days ago

Pretty much the title. We have 47 aws accounts across prod, staging, dev, sandbox. The idea of deploying agents to every workload in every single one makes me want to walk into the sea.

Cross-account permissions took us weeks alone. Then agent health monitoring. Then auto-scaling groups launching without the damn agent installed. Every sprint something new broke. Agentless is the only thing that scales.

Change my mind, or better yet, tell me what I'm missing cause every vendor demo makes agents sound like a five minute install and that has not been my reality.

reddit.com
u/winter_roth — 14 days ago

kubelizeme — free, native Kubernetes manager

A free alternative to Lens, built with Tauri (Rust) + React. Universal macOS binary + Linux. Lightweight (~10 MB bundle, ~50 MB RAM).

What it does:
- Multi-cluster — merges KUBECONFIG, ~/.kube/config, extra files, and service-account token connections; switch contexts via tabs with custom aliases
- Full resource coverage — Pods, Deployments, StatefulSets, DaemonSets, ReplicaSets, Jobs/CronJobs, Services, Ingresses, ConfigMaps/Secrets, PVs/PVCs/StorageClasses, Nodes, Namespaces, Events, HPAs, PDBs, ResourceQuotas, LimitRanges, NetworkPolicies, PriorityClasses, Endpoints/EndpointSlices
- CRDs — browse by API group, list instances, view YAML
- Helm — install, upgrade with dry-run preview, rollback with revision picker, uninstall, history, repo search
- Logs — multi-pod streaming (stern-like), per-pod color/exclude, 10k-line ring buffer
- Exec / Terminal — per-cluster terminal panel with PTY sessions (in-pod and local shells), `Ctrl+`` toggle
- Debug containers — ephemeral debug container creation with auto-exec
- Workload actions — scale, rollout restart, view YAML/describe
- RBAC Visualizer v2 — subject browser, permission tree, risk scoring, scoped graph
- Dashboard — cluster metrics from metrics-server, pod phase chart, node health, warnings
- Cmd+K global search across all resources, Cmd+Shift+P kubectl-like command palette with aliases
- AI assistant — right-docked chat panel (detachable), supports Ollama, LM Studio, OpenAI, Claude; agentic tool-calling with permission gating; contextual [?] button on problematic resources
- Cloud detection — auto-detects EKS/AKS/GKE/DO/OVH/Linode
- Themes — dark/light, fully consistent
- Distribution — Homebrew cask (brew install --cask amioranza/tools/kubelizeme)

Stack: Tauri v2, kube-rs 0.99, tokio, React 19, TanStack Query, Zustand, Tailwind v4.

https://kubelize.me

u/aipimpoa — 14 days ago