frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Ask HN: Anyone Using a Mac Studio for Local AI/LLM?

43•UmYeahNo•1d ago•27 comments

Ask HN: Non AI-obsessed tech forums

18•nanocat•5h ago•12 comments

Ask HN: Ideas for small ways to make the world a better place

9•jlmcgraw•7h ago•16 comments

Ask HN: 10 months since the Llama-4 release: what happened to Meta AI?

42•Invictus0•23h ago•11 comments

AI Regex Scientist: A self-improving regex solver

6•PranoyP•9h ago•1 comments

Ask HN: Who wants to be hired? (February 2026)

139•whoishiring•4d ago•510 comments

Ask HN: Who is hiring? (February 2026)

312•whoishiring•4d ago•511 comments

Ask HN: Any International Job Boards for International Workers?

2•15charslong•5h ago•1 comments

Ask HN: Why LLM providers sell access instead of consulting services?

4•pera•15h ago•13 comments

Tell HN: Another round of Zendesk email spam

104•Philpax•2d ago•54 comments

Ask HN: Is Connecting via SSH Risky?

19•atrevbot•2d ago•37 comments

Ask HN: What is the most complicated Algorithm you came up with yourself?

3•meffmadd•17h ago•7 comments

Ask HN: Has your whole engineering team gone big into AI coding? How's it going?

17•jchung•1d ago•12 comments

Ask HN: How does ChatGPT decide which websites to recommend?

5•nworley•1d ago•11 comments

Ask HN: Is it just me or are most businesses insane?

7•justenough•1d ago•5 comments

Ask HN: Mem0 stores memories, but doesn't learn user patterns

9•fliellerjulian•2d ago•6 comments

Ask HN: Anyone Seeing YT ads related to chats on ChatGPT?

2•guhsnamih•1d ago•4 comments

Ask HN: Does global decoupling from the USA signal comeback of the desktop app?

5•wewewedxfgdf•1d ago•2 comments

Ask HN: Is there anyone here who still uses slide rules?

123•blenderob•3d ago•122 comments

Kernighan on Programming

170•chrisjj•4d ago•61 comments

We built a serverless GPU inference platform with predictable latency

5•QubridAI•1d ago•1 comments

Ask HN: How Did You Validate?

4•haute_cuisine•1d ago•4 comments

Ask HN: Does a good "read it later" app exist?

8•buchanae•3d ago•18 comments

Ask HN: Cheap laptop for Linux without GUI (for writing)

15•locusofself•3d ago•16 comments

Ask HN: Have you been fired because of AI?

17•s-stude•3d ago•15 comments

Ask HN: Anyone have a "sovereign" solution for phone calls?

12•kldg•3d ago•1 comments

Test management tools for automation heavy teams

2•Divyakurian•1d ago•2 comments

Ask HN: OpenClaw users, what is your token spend?

14•8cvor6j844qw_d6•4d ago•6 comments

Ask HN: Has anybody moved their local community off of Facebook groups?

23•madsohm•4d ago•17 comments

Ask HN: Are "provably fair" JavaScript games trustless?

2•rishi_blockrand•2d ago•0 comments
Open in hackernews

Ask HN: How do you do CI/CD in 2025?

13•labarilem•3mo ago
What tools and platforms are you using? How do you manage deploying to different environments? How do you implement artifacts versioning? Also having some context would be interesting, e.g. company and team size.

Comments

NicoJuicy•3mo ago
Solo.

1) CI/CD

Gitlab self hosted.

Just plain .gitlab-ci.yml pipeline files & runners running on > 3 pc's (docker and powershell tags)

Basically using dotnet deploy with publishprofiles and environment variables.

3 parts: - Backend ( multitenant) - BackendGateway ( multitenant) - Frontend ( single tenant)

https://imgur.com/a/NW8bD4W

Deployment time: < 5 minutes ( staging and prod, including smoke tests)

2) Logging Axiom. Cloud.

Cheap to use for my project, i can stay on the free plan while I scale up.

chvid•3mo ago
Most of the mid to large companies I know of uses pipeline and registry of gitlab or github and deploy to kubernetes.
rumpelstiel•3mo ago
For k8s using gitlab, control bare and vms via puppet, (setting up ceph, k8s, pg clusters..)... using argocd for the k8s stuff.
comprev•3mo ago
Currently moving multiple teams from Jenkins to GitLab and transferring ownership of their pipelines to the teams themselves.

Vast majority of colleagues have no clue how to build & deploy their own code due to a very traditional siloed organisation (Ops people owned pipelines) - which is proving somewhat challenging!

We provide plenty of well designed pipelines in documentation to _hopefully_ inspire good practices... but time will tell...

So far it's all been Linux/Containers however we do have a handful of iOS and Windows projects to migrate in the pipeline (no pun intended)

shoo•3mo ago
here's one way of roughly doing CI & D

> What tools and platforms are you using?

script the automated build process in something that is portable, agnostic of CI platform, and can be run locally on dev machines. E.g. a bunch of shell scripts and a makefile. Then define a minimal CI platform specific pipeline to checkout your repo then run the corresponding portable shell script or makefile recipe that actually does the work to build, test artefacts and push them somewhere.

by structuring things this way there's a fair chance that you can still get a hotfix build out the door if your CI platform is on fire, and also you dont have to rewrite everything each time you need to migrate back and forth between jenkins, github, gitlab, google cloud build, or this year's novelty platform vendor who impressed your leadership team

> How do you manage deploying to different environments?

have an environment config repo storing desired state of per env config in a bunch of sibling folders. have tip of main branch of this env config repo indicate the desired state of all environments. write a shell script to automate deployment that can be run manually from a dev machine

keep this environment config repo separate from the repo(s) which have the responsibility of maintaining and producing the deployable artifacts.

keep secrets in secret managers, out of version control.

if you wish, define a job in your CI platform that wraps this deploy script that can be manually triggered to deploy revision A of thing B to env C.

> How do you implement artifacts versioning?

if you have a CI platform that will maintain state of an incrementing integer build number, version artifacts with that build number

if you dont have that, version artifacts with the short sha hash of the commit

> context

team maintaining a backend service or three in a non tech enterprise megacorp, boring mature industry, for services consumed internally, not directly consumed by external customers

once you've got a rough process that works and you've been operating it for 6 months, it's more about identifying what your actual CI and deployment pain points are are (if any) and if they are worth solving, and seeing if there's something incremental and low risk you can do to improve the current situation given your current constraints. solve the problems you actually have (if any), not the problems you want to have.

replwoacause•3mo ago
For my side projects I just use a deploy script that uses ssh and rsync to move data, run migrations, etc to push from my dev environment to whatever production server I pass in as an argument. Nothing fancy but dead simple with easy rollbacks and a few hundred ms downtime.
foobarbaz33•3mo ago
Develop live on production (CI/CD).

No source control, there's only 1 version of the software; the latest version (trunk based development).

para_parolu•3mo ago
I hope it’s also using Clojure so you can just update functions in runtime without stopping service