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Pipelines with ArgoCD

I have to use Argo now and was used to push based gitops before. Before e.g. I used Gitlab Pipelines to install on Dev, then execute Tests and if Tests are successful, I have a button to manually promote to the next environment. Release to prod was then a manual pipeline.


So how do you handle processes like this with ArgoCD? I see there are tools like Kargo or Keptn or commercial tools Codefresh. So its seems I'm not the only person missing that on ArgoCD :-)

Can you guys tell how you handle such things and hint what to look out for?

Greetings

https://redd.it/1i5nfjh
@r_devops
How good is this for a person with some Devops experience

I have some prior Devops experience and want to further enhance my skills. I wanted to know how good of a resource is https://devopsroadmap.io if I want to get better at Devops?

https://redd.it/1i5nxbr
@r_devops
Is this too restrictive company policy?

Hi, I'm DevOps Engineer in local branch of big global corporation. My team is developing internal applications and I was hired to automate and simplify that process mostly by containerization. However every time I want to deploy some new infrastructure or tools I encounter multiple obstacles on every possible level.

On our work laptops we don't have classic admin rights but some pseudo-admin so changing any configuration, installing or uninstalling is almost impossible (for example I can't install Podman Desktop because wsl version is not supported and I can't update version because this is blocked by company).

Same goes to cloud infrastructure. We have many cloud service on Azure but we don't own any of that because it was outsourced to indian company. So can't change anything and have to create tickets to this company asking for that. We don't even see most of our resources in Azure Portal, so configuration like corresponding vnets or so are pretty unknown for us. For most services we have very limited rights to install or change anything. So anything deployed there is very fragile and needs constant monitoring, trouble shooting and work arounds.

Our network firewall is also very strict. Almost everything from open internet is blocked. Opening some port/ip even for well known sites, repositories (even jit for installing tools) is pain in the ass and almost impossible to get approval from info sec. And talking about infosec, they don't communicate with us, don't try to work with us. They just say no for almost everything. And when we ask for some rules, guidlines how we should work to met their demands and to ensure we can have tools and processes we want, they won't share anything. I have a feeling that the best for them would be if we worked in disconnected from outside world basement, so they won't do anything.

Is this normal? Or is this just my company?

https://redd.it/1i5pc9r
@r_devops
Newbie To Devops

Hi all,

I've been a 3rd line/sysadmin for 7 years now and we are moving to azure (NHS don't ask).

I've got myself a pluralsight sub and doing the azure labs and terraform and managed to work out the basics of deploying vm's using visual studio and even adding some extra modules in to some of the labs to further understand things. Even separating modules into the own files rather than using a flat main.tf.

My question to you gurus is, what is the main thing companies want these days?. Now i have also dabbled with ansible spinning up som vm's at home and doing some basic playbooks.

The problem is i see jobs advertised with puppet, chef, ansible, terraform ad infinitum. Seems overkill to me.

It's confusing as to what is widely used, and too be fair i have a partner and kids and i don't have the time to learn it all.

Thank you for your time and advice, It's much appreciated

https://redd.it/1i5nfjn
@r_devops
What do you recommend I should use for making my first CI/CD pipeline?

I was thinking about using jenkins? Is that still widely used?

https://redd.it/1i5sk7r
@r_devops
Cluster API to production: from Cluster API to GitOps with Argo CD and Kyverno

Hi everyone!
I just finished writing the second part of my Cluster API to production series: an article about configuring Argo CD to deploy applications on Cluster API tenant clusters with Kyverno.
The series bridges the gap between the Cluster API documentation and deploying production clusters.
The next part will be about configuring RBAC and service accounts for tenant clusters.

Even if you already have Argo CD set up, you might find the linked cluster Helm chart interesting.
The chart includes Argo CD applications configuring a telemetry exporter with OpenTelemetry Collector and FluentBit, centralized secret management and more.

https://redd.it/1i5ubjq
@r_devops
How to go from IT Support to Dev Ops (or even developer in general)

I have a portfolio. I have been coding in java for years and I feel i'm well versed. 4 years in IT, and my two related jobs are coding adjacent but not full on coding.

Problem is, all positions I see are Senior Java positions. I can't get junior experience, so how can I even land a Senior position. I'm working in a programming adjacent IT role(implementation and review of code whilst supporting IT tickets)

I have the desire and the knowledge to move forward, I have worked in a lot of different frameworks. I know the basics(Spring Boot, Docker, Git, Jenkins) and my ability to grasp new tools is almost instantaneous. BUT i need a direction of where to even go. Resources are so limited too after college.

Everyone seems to pretentious to help as well, they think it should just fall into your hands or that you should already know what to do. I don't know what to do. I straight up cannot land a new job at all so I want to develop my skills a bit to give me an edge

https://redd.it/1i5whgy
@r_devops
Building NixOS 24 Snapshots on Hetzner Cloud with Packer - My Learning Journey

Hey fellow DevOps engineers!

I've been wanting to try out NixOS for a while and finally took the plunge by setting up a proper build pipeline using Packer on Hetzner Cloud. I documented my experience in a blog post, hoping it might help others who are curious about the same stack.

What you'll find:
- Complete Packer configuration for building NixOS 24 snapshots
- The entire setup script including disk partitioning and NixOS configuration
- Real challenges I faced
- Bonus OpenTofu code for deploying servers from the snapshot

I'm definitely not a NixOS expert, and there might be better ways to do this. The configs are working but probably not optimal - I tried to document my thought process and include necessary explanations for each step.

If you've implemented something similar or have suggestions for improvements, I'd love to hear your approach. The main goal is to learn and share experiences with the community.

Link to blog post: https://developer-friendly.blog/blog/2025/01/20/packer-how-to-build-nixos-24-snapshot-on-hetzner-cloud/

https://redd.it/1i5v0ew
@r_devops
How much "Go" is needed to learn?

Im going through KodeKloud's devops path and I was surprised to find the "Go" language as one of the languages to learn. Im experienced with C++/JS so I was able to mostly "skim" through it. That being said how much (or I guess how deep) is go actually used in devops?

I know Kubernetes/Docker are written in it, but I'm not sure what all a devops would write in actual Go?

https://redd.it/1i60qso
@r_devops
Is Jenkins still popular enough to learn?

Pretending someone is JUST getting into devops, do you think learning Jenkins is worth the time investment vs other CI/CD tools (Gitlab/Github/Azure). Assuming you aren't already in a job that uses it.

FWIW: Im asking because KodeKloud has Jenkins on their devops path. Our company uses Gitlab so I figure it makes more sense to swap it out for their gitlab course.

https://redd.it/1i613zc
@r_devops
I just worked on a project that optimized 95% of our package build time

So long story short, my director pointed out that other teams complained that our package build time was too long (1 hour). And those other teams were depending on this package to build. So it caused a huge bottleneck within the org.

So he asked me to look into it, and I was like, fine... First, i saw we were building two ruby versions sequentially, so I cut the time in half by just removing one release version since that one was deprecated (Ruby 2.5).

Then, I saw we were spending most of our time on running tests, so I was like, let me parallelize it. Then it cut build time to 15 minutes (from 30 minutes).

Finally, I kept thinking, can I do better? Then I realized our tests relied on a lot of I/O reads, and that can be cached into memory since it's fairly small (250MB). The in-memory cache I implemented ended up making the build time to be around 2 minutes.

I pushed the change out and wrote an email about it internally. All the other engineers went crazy because the efficiency improvement was so drastic (went from 60 minutes to 3 minutes).

This is crucial because now we can push code through the pipeline faster, and people can run local builds faster. It's a win-win situation across the board.

What are your success stories?

https://redd.it/1i63sak
@r_devops
Python for DevOps.

Hello Everyone,


I just a question thats been bugging me, i basically want to learn python i know some might not need it and some jobs dont need python knowledge to be exact i want to learn python for devops i dont want to go to a tutorial to learn python for web dev when its something im not interested in, can anyone please help me by suggesting or providing any resource to know just how can i learn python for DevOps?

https://redd.it/1i638ef
@r_devops
Thoughts on Unified Observability: One Vendor for Traces, Metrics, and Logs?

Lately been exploring the concept of unified observability, specifically the idea of having all traces, metrics, and logs under one vendor or tool. The promise of centralization sounds amazing—simplified troubleshooting, faster MTTR, data correlation and reduced complexity from managing multiple tools, agents vendor contracts etc.


However, I can’t help but wonder about some of the trade-offs:

Scalability and flexibility: Can a single tool handle the unique needs of different parts of an organization? Ex. Like some solution might be best at some but not others. Is the compromise here for some signals worth it bringing good developer experience since they not have to leave the tool?

Lock in: Though in context of data collection its technologies such as OTEL, Prometheus etc. But I am particularly fan of PromQL since this does not locks in the query language for metrics but with vendor such as Splunk, Dynatrace etc they have different language to query prometheus. Not speaking of logging, tracing here since I am not aware of any standard query language(Though I might be wrong and missing something).

SPOF(Single Point of Failure): If there is an outage with the vendor then your pipeline is halted.

Cost Savings: Big part is advertised as cost savings, does this really save cost?


I’d love to hear your experiences or thoughts.

https://redd.it/1i66sxy
@r_devops
Which cloud server would you recommend for my app setup?

I am working on a personal project which is a webapp. And I wonder what the best remote server solution is to deploy. My stack is:

* python backend, react frontend. containers are packaged separately and communicate to each other
* use github for code repository
* use github actions/workflows for auto deploy
* use JFrog for docker container registry
* the app uses an sql database to store user data and object storage to store images and videos.
* the app uses ML models
* conventional models such as XGBoost, trained locally
* Small-sized open-sourced LLM models
* atm I don't use kubernetes, but in the future i may use

Here's a link to the system design that I drew: [https://docs.google.com/drawings/d/1iYBULmQBgFhDz8e7JKSV7Kx0u1CBQYnhWG2Vj8OFK1E/edit?usp=sharing](https://docs.google.com/drawings/d/1iYBULmQBgFhDz8e7JKSV7Kx0u1CBQYnhWG2Vj8OFK1E/edit?usp=sharing)

I want the app to be available 24/7. I expect a few hundred requests to backend per day at max. My questions are:

1. any suggestions for my DevOps flow?
2. which cloud service should I use to host this app?
3. what are the recommended registry and host for ML models?

In the past, with the similar setup but without ML models, I have used AWS EC2, S3 and RDS. Back then all I knew was a few Docker commands so packaged an image locally, uploaded to my Docker Hub, and pulled a container to an EC2 and manually run \`docker run\` commands. And I created a PostgreSql on RDS(separated EC2 instance) and opened a communication port to talk to the app. But to be honest, it was complicated because I had to install a lot of stuff(docker, git, etc) on EC2 and the cost was also expensive as a start. Now, I know how to use GitHub actions, I know a bit of Terraform, I also know how to use kubernetes and how to write helm charts. So I'd like to ask an advice on what solutions are available and recommended for me.

My profile is a data scientist and i'm learning CI/CD and DevOps. Thank you :)

https://redd.it/1i66hdl
@r_devops
Suggestion on complete observability setup for my ORG

Guys, My organisation is an healthcare based and largely relies on Microsoft for everything, I mean everything, they are into Azure Monitor, Log Analytics and etc Microsoft based stack, Now they are building their own monitoring tool to even reduce the security risk of data exposure, I don't feel it is a right thing to build the entire suite on their own, what is the best approach to deal with this? Installing premade open-source stack? Or going for a vendor Splunk, Datadog or Newrelic? Most likely going to another vendor is not smooth a approval in my org unfortunately

Please share your monitoring and observability setup of your's.

https://redd.it/1i69004
@r_devops
Open Source Dev Tool for app delivery, now with a portal

Greetings from the [Kusion\](https://github.com/KusionStack/kusion) maintainers. We are launching Kusion on [Product Hunt\](https://www.producthunt.com/products/kusion) today.

Long story short, it’s an open source dev tool designed to simplify cloud-native app delivery by taking care of the complicated infrastructure stuff so you can focus on building awesome applications. And here's the [slightly longer version\](https://kusion.kusionstack.io).

It used to be a CLI, and we are now adding a dev portal to help visualize everything. (CLI still works if you prefer it)

Swing by [Product Hunt\](https://www.producthunt.com/products/kusion) and take a look!

https://redd.it/1i69uux
@r_devops
Openshift

Hi guys, I'm currently learning OpenShift. Does this course have a promising future? Also, please provide additional insights on the topic

https://redd.it/1i69u7y
@r_devops
What are some of the Best DevOps Case Studies to enhance DevOps skills?

I'm looking to further deepen my understanding of DevOps practices and would love to explore some case studies that showcase real-world challenges in areas like CI/CD, cloud automation, especially ***Kubernetes***, or infrastructure as code.

If you've come across any excellent case studies, whitepapers, or detailed write-ups from companies (big or small) that you found particularly insightful, please share them!

A few points I'd love to learn about:

* How teams figured out what was going wrong.
* What tools/approaches do they use to fix it?
* How it all turned out in the end.

If you’ve got any recommendations—blogs, repos, talks, or even your own experience—I’d love to check them out!

https://redd.it/1i6eub1
@r_devops
Github Actions monitoring a repository not in Github?

Has anyone got any experience using GHA to run pipelines on repositories stored in other Git provides such as Gitlab or Bitbucket?
Is it all done through Webhooks? What is the reliability of this?

https://redd.it/1i6fg3w
@r_devops
Suggestions and recommendations

Hello guys,

I am trying to get a job in DevOps but i dont have experience in that field specifically and everyone expects candidates to do have.

I worked as a network and security engineer first, now i am doing automation with python (3 years experience overall), So i am very confident with those two fields.

I know a little bit of linux, a little bit of ansible and terraform and a little bit of CI/CD.

I have also studied for the AWS solutions architect but i did not take the test yet.

Is there any dummy projects, or follow alongs that i can do to help me gain hands on?

I am also willing to help anyone with their projects if that is possible somehow.

Thanks,



https://redd.it/1i6gfq1
@r_devops