A Self-Hosted Code Review and Analysis Server


We have built a self-hosted code review service, designed to be useful in the following scenarios:

* You have many repos but still want tight control over code quality
* Your repos are private, and commercial services seem overkill
* You want to continuously improve the process and rules, with full customization

We are open-sourcing it and hope it will be helpful.

[https://github.com/qiniu/reviewbot](https://github.com/qiniu/reviewbot)

Welcome feedback and suggestions. Thanks\~

https://redd.it/1g15h3s
@r_devops

After 3 Years on the Same Tech Stack, What Skills Should I Refresh for DevOps?

I've been on a consulting project with a bank for the past three years, but now that it's wrapping up, I'll be on the bench. My work has primarily involved GCP migration from on-prem using GitHub Actions for CI/CD and Terraform Enterprise for IaC and deployments. After three years of sticking with the same tech stack and mostly writing YAML, I feel like I’ve lost my edge and need to refresh my skills. Any suggestions on areas, tools, or skills I should focus on to get back up to speed?


TL;DR: Spent 3 years on GCP migration using GitHub Actions and Terraform. Project’s ending, and I feel rusty. What should I focus on to stay sharp in DevOps?

https://redd.it/1g16hkx
@r_devops

What project DevOps can build to make USA peoples say "Wow wow wee waa!"?

Jagshemash, DevOps neighbours!

It is I, Boyan, greatest DevOps in all Kazakhstan! I come to you with important question. I want to show my skill to USA companies—yes, land of McDonald’s, Pamela Anderson, and big monies! But how can I make them say, “Wow wow wee waa! This Boyan, we must hire him immediately!”?

What project can I make as DevOps engineer that is big and glorious? Something that will showcase all my big brain powers and make US and A recruiterka slide into my DM like smooth homemade rakiya.

Here is what I know to do very nice:

Make pipelines go fast, like rocket on cow’s milk.
I best snake handler in village: mostly pythons.
Automate things so I can rest and eat more cheese while servers run themselves.
Kubernetes? Yes, I can do! Even my neighbor Nursultan say, “Boyan, you are kuber-whatever genius!”
I also do monitoring, alerting, and can fix everything with only 3 lines of code—maximum!

So what can I build? Maybe I make:

Big project with CI/CD pipeline that deploy faster than gypsy stealing chicken?
Or I make kubernetes cluster that self-heal like strong Kazakh man?
Or maybe cloud infrastructure that so big and scalable, it can hold all of Kazakhstan’s goats?

What will make hot recruiter lady say, “This Boyan, we need him on remote contracts, fast!”? Please help me, friends! I want to bring my glorious DevOps talent to America!

Chenquieh!

Boyan Balgaran, soon-to-be American DevOps superstar

https://redd.it/1g173ww
@r_devops

Naming conventions for VMs?

Hello,

New to DevOps. Just started this role less than a month ago.

I am being tasked currently with writing up terraform for the existing infrastructure that was created through the cloud provider WebGUI, and with that I’m being tasked with coming up with a naming convention for these instances since there isn’t really any consistency between them. I have to account for environment, and scale.

So- I’m thinking most general -> least general, so these instances are grouped alphabetically by their env essentially.

For example- dev-app-01 or something.

Do you guys have any recommendations? Any tips or advice?

https://redd.it/1g17eco
@r_devops

Cloud and devops vs ml


Currently in 3rd sem been doing web dev for 7 months , I am not that good in web dev as of now but for long run I am thinking to do cloud and devops after web dev

don't have any prior knowledge of ml so it would be totally new as for future what should be my goal to learn after web dev should it be cloud or ml

I don't have a clear goal as to what to do I am just learning tech stacks and all and am bored doing web dev so thinking of switching to something else

https://redd.it/1g172ct
@r_devops

If you're struggling to learn, we have a bunch of projects!

Hey everyone, I'm Dan from roadmap.sh (which I know gets posted and mentioned all the time haha)!

We've been working hard on providing people with projects to help prove their knowledge, because as you know, the best way to really learn something is to build it!

We now have 21 DevOps projects that you can build with a good amount in Basic, Intermediate and Advanced!

https://roadmap.sh/projects?g=devops

If you want to see any other classic projects here then just submit an Issue on GitHub.

https://redd.it/1g19yc4
@r_devops

I am stuck in my job don't know whether to quit or go with the flow?

Please need genuine advice

Currently I work as the L1 NOC engineer and my work includes Linux OS, Networking, Putty, NS-OX, and communication with customers to resolve issue.

Now The scenario is earlier I was doing an internship in the startup based company and the role was Frontend dev. I left that internship because of this job due to higher package and the HR told me that they have various fields in the company so they will put me in web dev and I accepted the offer but later they put me in this NOC position and told me after 6 7 months I will get the domain of Devops, Cybersecurity, Cloud, Network, Database, and Backup. I don't trust them because there are many other people waiting for domain who are hired with me so it's gonna be in the randomised order.

Now my major concern is what to do here should I start studying for Devops and build projects in that to get a internship or entry level job which is quite difficult because no one hires a freshers devops engineer unless you are lucky. Or I should grind my Frontend skills and work on the js frameworks to get back in the web development field. Because I only Know HTML, CSS, JS and some react concept.

Currently its my fourth month here and there is nothing new to learn here and it's feel like this experience is nothing but just a waste of my time but the experience letter would say IT Operations Associate.


https://redd.it/1g1cble
@r_devops

Best way to do CI/CD on a self-hosted server running Proxmox for a small web app

Hello!
I'd like to add CI/CD to my small web app that's on GitHub and hosted and is self-hosted. I'm not looking for the easiest (but rather the best) solution as I'd like to learn something new that might be useful to me in the future. This app is literally used by me and my collegues, so there's basically no traffic on it.

The app uses:

Next.js - Frontend
Python with Sanic - Backend
Postgres
Redis

Right now all this is in 3 separate LXC containers (API and Web are in the same one as the API is exposed thru Next.js rewrites). I did my research and it seems like the way to go is Portainer and a GitHub Action that builds a container and then pushes it to Portainer to deploy (So this solves CI too!).

My questions:

1. Is this a good solution?
2. Does it make sense to run all services related to the app in 1 Portainer instance (So that is the whole web app in one LXC basically with Postgres and Redis alongside it)?
3. Related to 3., if there was another web app, would it make sense to have another separate Portainer instance for it in another LXC?

Thank you!

https://redd.it/1g1dtr9
@r_devops

Dashboard for Apache with Geo Location based IP address

Hi all,

Please suggest an dash board ( Prometheus + Grafana ) for Apache with Geo Location map based IP address.

https://redd.it/1g1eq15
@r_devops

GitOps - one deploy config per service version

I want to hear your thoughts on a problem statement that is not broadly discussed.

Let's say I've got a project in which I need to deploy multiple versions of the same service (different clients with different rollout schedules). Let's say each version of the service needs a different deployment config (env vars, secrets, whatever).

I'm using ArgoCD do deploy this services dynamically. I've got an abstract service helm chart that I use to deploy different services by feeding different deployment configurations.

Now I'm adding another layer to this, different configuration per service version. I've been thinking about the cleanest and most usable way of storing this configuration and I've come up with multiple possibilities:

# Option 1 - Big file per service with a block of configuration per version

# Option 2 - One file with base line configuration + one file per version for any version specific config. Periodically, we would promote those version specific config to the baseline.

# Option 3 - Store deployment configuration in the service repo. Helps a lot with organization but if you want to change deployment configuration you need to rollout a new version of the service, which doesn't make sense.

# Option 4 - GitOps repo would contain a folder per file, inside a deployment config file per deployed version of said service. This one is the most understandable but the number of files could be exponential. (let's say you have 40/50/100 clients, each using different versions).


What do you think? How do you handle this? Do you handle this at all?

Hopefully as part of our ArgoCD/GitOps initiative we will be able to reduce the time between deployments and minimising this issue

https://redd.it/1g1cs7m
@r_devops

Does it make sense to use trunk based development with canary deployments?

I've been reading a lot about deployment strategies recently to decide what to go with for my early stage startup. Stability is important as it's a website for lawyers to run their practices.

I want to do trunk based development, but wondering if it makes sense to pair it with canary deployments?

Say upon a release to production, for the next 24 hours, only 10% of users are routed to the new version. Given that no issues are caught over that period, all users are then routed to the new version.

The benefit is that any issues caught in production will affect only a small portion of users.

The drawback is some (minor?) complexity in setting this up with gcp cloud deploy, as well as monitoring canaries for every release.

Should I implement canary relases?

https://redd.it/1g1gr6s
@r_devops

podman upgrade possibly causing kube-apiserver high cpu?

I was working on some golang middleware tying into opentelemetry and saw the upgrade for podman and took it.

About 20 minutes later my laptop fan starts going like crazy. Come to find out kube-apiserver is maxing out a core on my laptop. I use kind, so I blow away the kind cluster and recreate and its good. Then 20 mins later it happens again.

I enabled audit logging on the apiserver and sure enough there are a ton of watch calls constantly. The sourceIP seems to be something within podman itself. I'll paste a sample line in the comments.

Anyone else seeing this? I'm wondering if podman is going wild on kube-apiserver and causing the spike.

So I spun up a vanilla control plane with kind with nothing loaded. Starts doing the same thing.


https://redd.it/1g1jxit
@r_devops

Learn AWS services for free as much as possible?

Hi everyone.

I am planning to learn aws services by building a simple app like a todo application with just an added feature of image upload to explore S3 as well.

Now, I have a basic plan in mind right now like use ec2, rds, s3 and codepipeline or github actions.

My question is, is it possible to learn all these for free in aws? Like a feee tier or something? Or maybe is it cheap to learn these services?

Please don't bash, I don't have background with DevOps and this will be may day 1 of learning.

Thank you for helping in advance. :)

https://redd.it/1g1l2ei
@r_devops

DevOps duties, but never job titles

Hi everyone! Is your current or past job title(s) super important when looking for new DevOps opportunities? For example, I have had roles where my responsibilities were DevOps but the title would be “Cloud Engineer” or “Systems Engineer”. Is it possible that the experience and skills that I gained from those roles could overshadow the official job titles when searching for a new role?

https://redd.it/1g1mays
@r_devops

What are the duties of devops role?

Need to know the duties of a devops engineer

https://redd.it/1g1nvlo
@r_devops

terraform provider for dominos pizza

https://registry.terraform.io/providers/MNThomson/dominos/latest/docs

https://redd.it/1g1rdes
@r_devops

Have a DevOps Interview next Thursday. Can y’all see if this would be enough to study for?

Hi everyone! I was laid off from my full stack software engineer job several months ago: it’s been rough, but I found a reason to keep my head up. I’ve come across the opportunity to interview as a dev working in databases and DevOps! The interview happens next Thursday. I want to compile a list of important interview topics to study. There’s so many great looking resources on Google, and you can bet I’m going through tutorials to run down Docker, Kubernetes, Jenkins, CI/CD, etc., but I want to know what the common interview questions would be. ChatGPT generated this for me, but I wonder what else I should study for:

General DevOps Concepts

1. What is DevOps, and how does it differ from traditional IT?
2. What are the main principles of DevOps?
3. How do continuous integration (CI) and continuous deployment (CD) fit into DevOps?
4. What is infrastructure as code (IaC)? How does it work, and what tools are used for it?
5. What are the benefits of version control in DevOps pipelines?

CI/CD Tools and Practices

6. Which CI/CD tools have you used? Can you explain a typical CI/CD pipeline?
7. How do you handle failures in a CI/CD pipeline?
8. What is the difference between continuous delivery and continuous deployment?
9. How would you implement automated testing in a CI/CD pipeline?
10. Can you explain blue-green deployment and how it reduces downtime?

Monitoring and Logging

11. How do you monitor the performance of applications and infrastructure?
12. What logging tools have you used, and how do you centralize logs for analysis?
13. How would you set up alerts for infrastructure issues?
14. What metrics are important for monitoring the health of a system?

Cloud Infrastructure

15. Which cloud platforms have you worked with (AWS, Azure, GCP)?
16. What is the difference between scaling horizontally and scaling vertically?
17. How would you secure cloud infrastructure?
18. How do you manage costs in a cloud environment?
19. What is the difference between containerization and virtualization?

Configuration Management and Automation

20. What configuration management tools have you used (Ansible, Puppet, Chef, etc.)?
21. How do you ensure that infrastructure is consistent across environments (development, staging, production)?
22. What are your best practices for automating infrastructure provisioning?
23. How do you handle secrets management (e.g., passwords, API keys)?

Containers and Orchestration

24. What is Docker, and how does it work?
25. What is Kubernetes, and what are its key components (e.g., pods, services, nodes)?
26. How do you monitor the health of Kubernetes clusters?
27. What is the difference between Docker Swarm and Kubernetes?
28. How do you manage stateful applications in Kubernetes?

Security and Compliance

29. What steps do you take to secure a DevOps pipeline?
30. How do you handle vulnerabilities in your infrastructure?
31. What is role-based access control (RBAC), and how does it apply in DevOps?
32. How do you ensure compliance in a highly regulated industry?

Version Control and Collaboration

33. How do you manage branching strategies in Git (e.g., GitFlow, trunk-based development)?
34. How do you handle merge conflicts during collaboration?
35. How do you use Git hooks for automation?
36. What’s your experience with managing large-scale code repositories?

Troubleshooting and Problem Solving

37. How do you approach troubleshooting issues in production environments?
38. What’s the most challenging DevOps issue you’ve resolved, and how did you do it?
39. How do you handle failed deployments in a live environment?
40. What tools and methods do you use for root cause analysis?

https://redd.it/1g1rs7j
@r_devops

EC2 Instance Free Tier

I created an EC2 Instance Free Tier for practice, where can I check exactly when my free tier will expire? I forgot when I created my AWS account but I only created the EC2 instance today.

https://redd.it/1g1tvpu
@r_devops

How difficult is it to upgrade JDK version? I noticed Java developer tend to stick to a specific JDK version without trying to upgrade

This practice from Java community is bad as there are lots of vulnerability from their legacy stuffs

https://redd.it/1g1tbsm
@r_devops

What’s the next "Kubernetes" hotness for you?

Hi everyone,

I've been a DevOps engineer for about 5 years now, working on the usual DevOps tasks like Kubernetes, CI/CD, AWS, GCP, Terraform, Bash, Go, Helm, ArgoCD, and more.

A few years ago, taking a deep dive into Kubernetes really helped me. Becoming comfortable with it opened up a lot of opportunities at the time.

Nowadays, Kubernetes feels like a default skill that everyone in the field should have, which leads me to the question in the title of my post: What do you think will be (or already is) the next big thing?

I'm thinking about diving into MLOps—would you guys recommend it?

Thanks!

https://redd.it/1g1w970
@r_devops

Roast my resume and suggestions please. 2024 Grad here (India).

I am a 2024 grad and since the last 1 month I have been applying for entry level devops jobs but so far have only gotten 1 revert. What am I doing wrong? Please help, it has become very disheartening.
Any suggestions and guidance would be really helpful.

Resume link: https://imgur.com/a/XvmZdDA

https://redd.it/1g1xtli
@r_devops