hey nerds! i got a lovely email from GitHub this morning that their increasingly vibe-coded, barely-working Actions features are about to get more expensive (charging by the minute for something that notoriously spin-locks is a special flavor of shit sandwich).
i usually just use whatever i’m given at wherever i’m working. i do have a project that i maintain to parse Ollama Modelfiles tho: https://github.com/covercash2/modelfile and to be honest, Actions is the only solution i’ve ever used that came close to sparking joy, simply because it was easy to use and had tons of community mind-share (i’ve definitely heard horror stories and would never stake my business on it), but this price increase and all the other news around GitHub lately has got me side-eying self-hosting solutions for my git projects. Forgejo seems like the way to go for git hosting, but Actions in particular Just Works™️ for me, so i’m kind of dreading setting something up that will be yet another time sink/rabbit hole (just in time for the holidays! 🙃).
i can install most of my tooling with my language toolchain (read: rustup and cargo) which makes things fairly neat, but i just don’t have a sense for what people use outside of Jenkins and Actions.
i thought this community might have some insight beyond the LLM generated listicles that have blighted modern search results.
thanks in advance 🙏
Self-hosted Forgejo Actions on a Codeberg repository. It was relatively easy to setup and I don’t even need a VPS through my dynamic IP 5G connexion. See also: https://codeberg.org/trougnouf/cfait
GitHub Actions mostly.
The rest is usually plumbing and code to support it. The actions are just the automated execution environment.
Git lab CI is my goto for git repo based things (unit tests, integration tests, etc). Fleet through Rancher for real deployments (manages and maintains state because kubernetes). Tekton is my in between catchall.
I’m currently looking into Concourse.
It does have steeper-than-average learning curve, but I really like that it has well-defined fundamentals (resources, jobs, tasks) and isolation with OCI containers. Before I adopt it fully, I want it to run my nix flake dev shell.
Please don’t take me as a GH shill because I’m not. I’m not sure we read the same email given your projects. Actions on GH runners are dropping in cost and there’s a new fractional cost for self-hosted. For the average user, especially those on GH runners, costs are going down. Looking at your repo, you haven’t run anything since July. Your workflow files use GH runners. Nothing in your history suggests you’re leaving the free tier so I don’t get this FUD at all. General Microsoft hate? Fuck yeah. Shitty GH service? Fuck yeah. Plenty of reasons to dunk but this was not one of them. M
We use Azure Devops at my current gig. It works pretty well for our setup. I’ve used GHA before; it definitely didn’t “spark joy”. I
wastedspent way too many hours in the “update yaml file, commit, push, wait 5 minutes for it to fail again”spiral of despairfeedback loop.Nice thing with ADO is its release dashboard – you get a really nice summary of recent builds and where they went:
$project - dev - test - prod
I didn’t see anything similar for GHA.
A lot of that pain can be reduced by writing and running your code locally before pushing it to a CI environment. Generally with our automation we write a CLI, And GitHub actions is just an execution environment that calls the CLI.
And if what you’re trying to do must execute inside an action. You can run workflows locally with docker!
Forgejo and self hosted action workers.
I do devops at work and my experience is that really any CI/CD system works, they all have enough features to do what you want. They all fundamentally just run scripts on boxes. Therefore, I say pick the easiest one, likely the one that is built into whatever Git system you are using.
Try to keep your pipelines simple-ish when you can, they almost never need to be that complicated. 95% of the time it’s just running a command or two. If a pipeline needs to do something complex, I’d recommend writing that script into the Git repo and calling it, rather than having a CI job that is 100 lines long.
this is my experience as well. we have a bespoke wrapper around Jenkins, and the more we can test locally the less time we have to spend waiting for the system to fail. it’s one of the reasons i’ve adopted
justto script things locally as if it was CI.
IMO, Gitlab CI/CD blows Github out of the water. They’re not even in the same league. I recommend Gitlab + self hosted runners (it’s so easy).
I’ve been using Gitlab for many years and host my own runners as of the past 6 months because I nearly exhausted my monthly free tier runner minutes one month.
Edit: I forgot this was self-hosted community, disregard.
How does organization work out?
We have dozens of workflows for our monorepo CI/CD stuff. GitHub organization with the flat structure is incredibly annoying.
GitLab is a single file?? (Or am I misinformed? )How does that work out?
I had someone swear to me that Github templating was better, but I’ve only worked with Gitlabs templates. Why do you like Gitlab over Github?
Gitlab CI feels native. Github offers similar functionality but it feels/looks like an afterthought. I think the Gitlab .yaml structure is more intuitive. Also, how the Gitlab UI visually represents a pipeline is mcuh better, IMO. Self hosting runners on my server (Ubuntu) is so easy and free. I hadn’t tried it with Github but it sounds like it still costs money?!
Note: I don’t work for Gitlab
I second GitLab CI/CD - it’s a CI/CD system that just makes sense to me. That doesn’t mean it doesn’t have its complexities depending on your needs, but I’ve overall enjoyed my time working with it.
Forgejo has their own runner: https://forgejo.org/docs/latest/admin/actions/runner-installation/
I’ve used it on my personal machine, was very easy to setup and mostly compatible with GitHub actions out-of-the-box (including things like
actions/checkout@v4).Forgejo runners are great! I found some simple actions to do docker in docker and now build all my images with them!
It’s still yaml shit though.
Every language, that uses functional white spaces, is absolutely awesome!!
— no one
What issue do you have with using yaml to define a job?
I dislike yaml as much as the next person, but you can always “just” write
JasonJSON (lol autocorrect). Unless I’m misunderstanding your criticism?Yaml is vette than json for this IMO brcausebyou can write comments in yaml, and in general format multiline strings easier. Json is best for system to system comms. Human to system literlaly anything other text formst than json.
Gitlab CI/CD pipelines are my go-to tool. At work we self host an instance, for personal projects I use gitlab.com.
So many these days. Actions are probably one of the best, but there are still plenty of others out there.
- gitlab
- dagger
- concourseci
- tekton
- Spinnaker
- harness
- argo
- flux
- gocd
If I were to pick one, it would probably be dagger. Or really anything but Jenkins.
we use Jenkins + a bespoke wrapper at work. thats left a bad taste in my mouth enough to avoid Jenkins altogether
Gitea Actions, as well.
Magnetic needle. Steady hand.
Not butterflies?
I’m using gitea which has CI compatible to GitHub actions with my own runner. It’s pretty straightforward to set up and didn’t give me any headaches yet. It’s a very small instance just for my ownaybe dozen projects though.
This is what I was using till I switched to forgejo and never got around to setting up one of their runners.
Out of curiosity, how did you switch to Forgejo? I thought Gitea and Forgejo have diverged to the point where you can no longer just switch over without losing stuff.
@yaroto98 @Carol2852 Same here, switched from gitea to forgejo. I still was using the act runner for some time, later I replaced it with the forgejo-runner.
Works pretty smooth!
When you switched, did you lose all of your Gitea data? Or was that somehow importable?
@witten I have switched maybe a year ago or something like that. Didn’t loose anything because I was running a compatible version at that time:
https://forgejo.org/docs/latest/admin/upgrade/from-gitea/If you are running a recent version it’s probably a bit more complicated.
I run their act binary on one of my servers. Can’t remember much of the setup, so I can’t be too bad. I did have to change the used images though, but I guess that comes with maintenance of you own runner anyway.
If it helps motivate you to give it a shot, I found gitea’s runner very confusing to set up, but I felt like forgejo was better designed, pretty easy and well documented.
heck yeah this is the review i was looking for 💯
good lead. it’s just the one project for now, and to my surprise it’s actually a dependency for the
ollama-rsproject, so i feel somewhat obligated to keep it stable.CI compatible to GitHub actions
Ugh. More yaml?
I get the hate but did you ever have to maintain jenkins pipelines? I’ll take yaml any day.
I’m game to explore the next evolution though.
That was my first thought as well. 😁
I’m not entirely sure why all the hate : Jenkins can do the most things the must ways. And yes, it’s so much nicer defining a pipeline with a fully functional language than an assortment of yaml files
Actually that was my response when my company wanted to start using Gitlab ci. It only has one way of doing things so you can probably get a faster start if you had no ci, were a small company, and had simple builds. However we’re over 4,000 builds in many languages from 12 year old monoliths to modern micro services and containers…… and way too much godawful JavaScript. Do you want the quick and simple tool great for a small startup or the all powerful kitchen sink of tools?
Jenkins is good enough to be widely used enough to be hated enough to be downvoted.
The sign of a mature product IMO.
You could do worse than Jenkins
“It’s the worst one, except for all the others”
Been using Jenkins since before it was called Jenkins. It’s been in use at every corpo I’ve worked for. It can practically do anything. Especially coupled with Docker.
Hudson? Man, that’s a blast from the past.













