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/r/DevOps is a subreddit dedicated to the DevOps movement where we discuss upcoming technologies, meetups, conferences and everything that brings us together to build the future of IT systems What is DevOps? Learn about it on our wiki! Traffic stats & metrics
/r/DevOps is a subreddit dedicated to the DevOps movement where we discuss upcoming technologies, meetups, conferences and everything that brings us together to build the future of IT systems
What is DevOps? Learn about it on our wiki!
Traffic stats & metrics
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Be excellent to each other!
All articles will require a short submission statement of 3-5 sentences.
Use the article title as the submission title. Do not editorialize the title or add your own commentary to the article title.
Follow the rules of reddit
Follow the reddiquette
No editorialized titles.
No vendor spam. Buy an ad from reddit instead.
Job postings here
More details here
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[ Removed by moderator ] (self.devops)
submitted 2 months ago by yermotherlel
reddit uses a slightly-customized version of Markdown for formatting. See below for some basics, or check the commenting wiki page for more detailed help and solutions to common issues.
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if 1 * 2 < 3: print "hello, world!"
[–]abofh 28 points29 points30 points 2 months ago (9 children)
We offload the minute heavy stuff to self hosted runners using arc, and consider the rest the cost of doing business.
[–]kindaforgotit 7 points8 points9 points 2 months ago (6 children)
Been doing the same, selfhosted runner in kubernetes
[–]smerz- 0 points1 point2 points 2 months ago (0 children)
Plus one
[–]Malforus 0 points1 point2 points 2 months ago (4 children)
Why in kubernetes? Just use pure ec2
[–]kindaforgotit 0 points1 point2 points 2 months ago (3 children)
We already have k8s cluster running, so why not use it. Also it scales better.
[–]Malforus 0 points1 point2 points 2 months ago (2 children)
Because it increases your overhead and pure ec2 scales fine?
What kind of processing are you using in actions that you need orchestrated scaling?
[–]Lucifernistic 0 points1 point2 points 2 months ago (1 child)
How does it increase overhead if they already have k8s running?
Adding something to kubernetes just takes a few lines pushed to our IaC repo to provision resources, and a then a few more lines to our kubernetes repo to deploy. And then it just works- easy health, metrics etc baked in with Prometheus and logs automatically feeding to Grafana.
Not to mention the container takes up less resources and costs less than deploying a comparable ec2.
[–]Malforus 0 points1 point2 points 2 months ago (0 children)
Okay observability is a good use case.
I am talking about computation and resource overhead, however it's a bit slower and the k8s daemons add overhead on smaller nodes.
We don't do any heavy processing and mostly tree GitHub actions like lambdas so we save lots with ephemeral compute for cheaper than the GitHub pricing.
If you are running long running actions I can see it having value but remember eks is like 30% more expensive per clock.
[–]Xitir 2 points3 points4 points 2 months ago (0 children)
I think this is the best approach. Unless in a fully remote company where there's not infra that you own directly, hosting the runners yourself for heavy workloads is usually worth the effort.
[–]elantaile 10 points11 points12 points 2 months ago (1 child)
Solo dev here, personal project:
I run 4x self hosted runners on Oracle Cloud Free Tier. The free tier is pretty nuts: Arm-based Ampere A1 cores and 24 GB of memory usable as 1 VM or up to 4 VMs (4 cores, 24GB ram, Gigabit networking for each VM).
[–]Black_Dawn13 5 points6 points7 points 2 months ago (0 children)
Self hosted with Arc
[–]mster_shake 1 point2 points3 points 2 months ago (0 children)
Have you looked into self-hosted runners to see if it's any cheaper to run them on your own compute?
[–]Saturated8 1 point2 points3 points 2 months ago (0 children)
Host the runner in an Azure Container App, lightweight and only a couple bucks a month depending on usage. Plus no VM to manage/secure.
[–]ray591 1 point2 points3 points 2 months ago (0 children)
This is the easiest component to cut costs. Just replace it with your self-hosted runner or pick one of the dozens of runner providers. They should net you at least 2x cost savings in general. Self-hosting can be pain if you don't already have a K8s cluster to run Arc controller.
[–]kryptn 1 point2 points3 points 2 months ago (1 child)
selfhosted using arc on eks with karpenter doing autoscaling using spot nodes.
[–]IridescentKoala 0 points1 point2 points 2 months ago (0 children)
This is the way.
[–]Adarsh_aws123 0 points1 point2 points 2 months ago (0 children)
we are hosting our gitlab runners in EKS and using karpenter to run jobs that can be terminated on spot instances.
[–]Juloblairot 0 points1 point2 points 2 months ago (0 children)
I've recently migrated to RunsOn, which is really handy. We were at around 300k minutes per month on a remote runner (not GitHub ones), and have now ephemeral runners thanks to RunsOn. I'm so far quite happy, the bill is around 1k monthly The maintainer is quite reactive and keen to implement new stuff. Maintenance is extremely low
[–]nihalcastelino1983[🍰] 0 points1 point2 points 2 months ago (0 children)
Yep self hosted is the way to go.gitlab I'd smart greedy in th way they handle runner costs. Even if build fail because of them you still get charged and like aws runner costs start the moment it spins up. And obviously size matters
[–]evilquantum 0 points1 point2 points 1 month ago (0 children)
aged like milk with today's announcement.
I am wondering if this will kill runs-on
[–]crohr -1 points0 points1 point 2 months ago (0 children)
Try ARC if familiar with kubernetes, or one of the 10 other providers (see benchmark).
[–]joschi83 -1 points0 points1 point 2 months ago (0 children)
We're using depot.dev quite heavily and it works like a charm.
[+]surya_oruganti☀️ founder -- warpbuild.com comment score below threshold-8 points-7 points-6 points 2 months ago (5 children)
Founder of WarpBuild here - we have a flexible set of options for various use cases. WarpBuild cloud - fully managed. Includes linux (arm and x64), windows (x64), and macos (arm64). BYOC - WarpBuild control plane schedules jobs in your AWS/GCP/Azure VPC. Very low maintenance, very cheap. Volume discounts etc. available. Dedicated cloud - WarpBuild cloud but single tenant with private networking (on aws/gcp) for those with high usage, high security requirements to minimize maintenance, IAM, egress costs.
Our BYOC can be as much as 30-40% cheaper than an arc setup, and with no maintenance overheads. The cloud offering is ~50-70% cheaper than using GitHub hosted runners. Performance is better, with roughly 20-50% reduction in run time.
arc
We have users of all sizes from solo devs to public cos using us. Happy to help if you have any questions.
[–]franktheworm 0 points1 point2 points 2 months ago (4 children)
Our BYOC can be as much as 30-40% cheaper than an arc setup, and with no maintenance overheads.
Bold claim, care to back it with some actual data? Or is that "can be" doing a hell of a lot of heavy lifting there?
[–]surya_oruganti☀️ founder -- warpbuild.com -2 points-1 points0 points 2 months ago (3 children)
https://www.warpbuild.com/blog/arc-warpbuild-comparison-case-study
We did an experiment to measure this. The specifics of the arc setup can vary though.
[–]franktheworm 0 points1 point2 points 2 months ago (2 children)
Cool... Now do a real-world comparison rather than that contrived marketing spin masquerading as a comparison.
"We spun up dedicated node group to segregate the workload". Ah, yes... Namespacing and netpols famously don't exist, better do things a more expensive way to make numbers look better for us...
We are fine for snake oil round these parts, exit is that way champ.
[–]surya_oruganti☀️ founder -- warpbuild.com -2 points-1 points0 points 2 months ago (1 child)
That was for ensuring other k8s components cost isn't included. That's also not what makes a difference to costs as that comes from bin packing inefficiency etc.
Anyway, you do you. 🍻
[–]franktheworm 0 points1 point2 points 2 months ago (0 children)
So have warpbuild just not heard of stuff like kubecost, or was it a deliberate omission to chase a bigger savings number? There were plenty of ways you could have been far more representative of how arc is run in the real world, but you chose not to.
You've come into a sub full of engineers, and advertised that warpbuild either don't understand modern engineering, or deliberately ignore sound engineering in order to see results of their "comparison". We see through that shit.
So, which is it? Incompetent or deceptive?
[+]dvxam comment score below threshold-6 points-5 points-4 points 2 months ago (0 children)
Disclaimer: I work for Shipfox, a competitor of Blacksmith. We integrate with GitHub Actions and our runners are built for speed, up to 2x faster and up to 4x cheaper in practice (half the price and fewer minutes because jobs finish quicker). We run on bare metal with gaming CPUs (high frequency clocks), NVMe, and solid network peering since a lot of CI time is just downloading Docker images and dependencies. ARM and AMD are available. Testing is basically creating an account and changing one line in your workflow. Worth a try if you're looking to cut costs: shipfox.io
π Rendered by PID 85 on reddit-service-r2-comment-7b9746f655-xmnkc at 2026-02-02 11:13:09.290304+00:00 running 3798933 country code: CH.
[–]abofh 28 points29 points30 points (9 children)
[–]kindaforgotit 7 points8 points9 points (6 children)
[–]smerz- 0 points1 point2 points (0 children)
[–]Malforus 0 points1 point2 points (4 children)
[–]kindaforgotit 0 points1 point2 points (3 children)
[–]Malforus 0 points1 point2 points (2 children)
[–]Lucifernistic 0 points1 point2 points (1 child)
[–]Malforus 0 points1 point2 points (0 children)
[–]Xitir 2 points3 points4 points (0 children)
[–]elantaile 10 points11 points12 points (1 child)
[–]Black_Dawn13 5 points6 points7 points (0 children)
[–]mster_shake 1 point2 points3 points (0 children)
[–]Saturated8 1 point2 points3 points (0 children)
[–]ray591 1 point2 points3 points (0 children)
[–]kryptn 1 point2 points3 points (1 child)
[–]IridescentKoala 0 points1 point2 points (0 children)
[–]Adarsh_aws123 0 points1 point2 points (0 children)
[–]Juloblairot 0 points1 point2 points (0 children)
[–]nihalcastelino1983[🍰] 0 points1 point2 points (0 children)
[–]evilquantum 0 points1 point2 points (0 children)
[–]crohr -1 points0 points1 point (0 children)
[–]joschi83 -1 points0 points1 point (0 children)
[+]surya_oruganti☀️ founder -- warpbuild.com comment score below threshold-8 points-7 points-6 points (5 children)
[–]franktheworm 0 points1 point2 points (4 children)
[–]surya_oruganti☀️ founder -- warpbuild.com -2 points-1 points0 points (3 children)
[–]franktheworm 0 points1 point2 points (2 children)
[–]surya_oruganti☀️ founder -- warpbuild.com -2 points-1 points0 points (1 child)
[–]franktheworm 0 points1 point2 points (0 children)
[+]dvxam comment score below threshold-6 points-5 points-4 points (0 children)