Which is the most popular CI/CD tool used nowadays?
SO, there are many CI/CD tools like Jenkins, Azure pipelines, GitHub Actions etc., Which one is the most popularly used in current market? I guess it would be GtHub actions based on its ease of use and flexibility. Any other tool apart from these that you can mention here? Thank you
https://redd.it/1p8glxi
@r_devops
SO, there are many CI/CD tools like Jenkins, Azure pipelines, GitHub Actions etc., Which one is the most popularly used in current market? I guess it would be GtHub actions based on its ease of use and flexibility. Any other tool apart from these that you can mention here? Thank you
https://redd.it/1p8glxi
@r_devops
Reddit
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Intel SGX alternative needed since they're killing attestation service
Earlier this year Intel announced killing SGX IAS which is attestation service for older trusted execution tech. Deadline April 2025 sounded far but migrations always take forever. Anyone built on SGX started scrambling to migrate to Intel TDX or AMD SEV. Problem was these aren't drop in replacements, APIs different and security models work differently.
I recently dug deep enough and saw an old post complaining about it and started thinking abt it. Back then companies were posting about this everywhere, lots of production workloads was still on SGX cause it was most mature for years and suddenly everyone was rebuilding. Silver lining is that newer stuff actually better with performance improved and less memory restrictions. Thankfully it wasn't just another migration for the sake of it. Still annoying tho when you build critical infrastructure on vendor hardware and they discontinue. Makes you think twice about single vendor dependence.
Wondering after some time passed, how widespread impact of this was how many production systems using SGX attestation need migration?
https://redd.it/1p8ilv5
@r_devops
Earlier this year Intel announced killing SGX IAS which is attestation service for older trusted execution tech. Deadline April 2025 sounded far but migrations always take forever. Anyone built on SGX started scrambling to migrate to Intel TDX or AMD SEV. Problem was these aren't drop in replacements, APIs different and security models work differently.
I recently dug deep enough and saw an old post complaining about it and started thinking abt it. Back then companies were posting about this everywhere, lots of production workloads was still on SGX cause it was most mature for years and suddenly everyone was rebuilding. Silver lining is that newer stuff actually better with performance improved and less memory restrictions. Thankfully it wasn't just another migration for the sake of it. Still annoying tho when you build critical infrastructure on vendor hardware and they discontinue. Makes you think twice about single vendor dependence.
Wondering after some time passed, how widespread impact of this was how many production systems using SGX attestation need migration?
https://redd.it/1p8ilv5
@r_devops
Reddit
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How do you do CI/CD when you're not allowed to implement any automation
I'm currently looking into CI/CD options for a project I'm on. However, automated CI/CD is blocked indefinitely (even on a local machine not accessible to the Internet). I don't think I'd get approval for a simple Powershell automation either.
What are some ways to do some CI/CD like practices when automation is blocked indefinitely. I can't call it CI/CD or automation or it'll be blocked.
https://redd.it/1p8j5t0
@r_devops
I'm currently looking into CI/CD options for a project I'm on. However, automated CI/CD is blocked indefinitely (even on a local machine not accessible to the Internet). I don't think I'd get approval for a simple Powershell automation either.
What are some ways to do some CI/CD like practices when automation is blocked indefinitely. I can't call it CI/CD or automation or it'll be blocked.
https://redd.it/1p8j5t0
@r_devops
Reddit
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Repository Firewall alternatives needed
Hi all,
I am evaluating the repository firewalls for a self hosted company (because npm)
The alternatives so far are:
Sonatype Repository Firewall
JFrog Curation: this might be the better option capability wise but also more expensive.
Do you use any other tools? Or have anything to say for/against them?
https://redd.it/1p8pee6
@r_devops
Hi all,
I am evaluating the repository firewalls for a self hosted company (because npm)
The alternatives so far are:
Sonatype Repository Firewall
JFrog Curation: this might be the better option capability wise but also more expensive.
Do you use any other tools? Or have anything to say for/against them?
https://redd.it/1p8pee6
@r_devops
Reddit
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Postman Workspace Leaks: When Your API Testing Tool Becomes a Data Breach 📮
https://instatunnel.my/blog/postman-workspace-leaks-when-your-api-testing-tool-becomes-a-data-breach
https://redd.it/1p8tsy0
@r_devops
https://instatunnel.my/blog/postman-workspace-leaks-when-your-api-testing-tool-becomes-a-data-breach
https://redd.it/1p8tsy0
@r_devops
InstaTunnel
Postman Workspace Leaks:How Public Workspaces Expose API Key
Learn how over 30,000 public Postman workspaces exposed live API keys, tokens, and healthcare data. Discover how developers accidentally leak secrets
Zero downtime deployments without Kubernetes
Hey guys,
One of the nicest feature of Kubernetes are zero downtime deployments.
In general, thinking beyond Kubernetes, to have it for a web-based app that responds to requests, we must have some kind of proxy before it. Why? Because at the very moment of deploying a new app version, we cannot take down the previous one immediately; it must be up and running until the new one is ready.
What do you guys use to have zero downtime deployments when you do not use Kubernetes?
https://redd.it/1p8vyxi
@r_devops
Hey guys,
One of the nicest feature of Kubernetes are zero downtime deployments.
In general, thinking beyond Kubernetes, to have it for a web-based app that responds to requests, we must have some kind of proxy before it. Why? Because at the very moment of deploying a new app version, we cannot take down the previous one immediately; it must be up and running until the new one is ready.
What do you guys use to have zero downtime deployments when you do not use Kubernetes?
https://redd.it/1p8vyxi
@r_devops
Reddit
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Seeking Advice
I have a network administrator degree and want to get into devops. I've been looking at videos on YouTube and getting some experience with my homelab, but it is only taking me so far. I would like to find a bootcamp that has either live instruction or at least will be able to answer questions if I get stuck on a question. If any one in the community can point me in the right direction, that would be great.
https://redd.it/1p8wb9i
@r_devops
I have a network administrator degree and want to get into devops. I've been looking at videos on YouTube and getting some experience with my homelab, but it is only taking me so far. I would like to find a bootcamp that has either live instruction or at least will be able to answer questions if I get stuck on a question. If any one in the community can point me in the right direction, that would be great.
https://redd.it/1p8wb9i
@r_devops
Reddit
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Black Friday Deals ?? join the thread !!
Hey there,
I found some interesting deals:
https://kodekloud.com/black-friday-sale
https://labs.iximiuz.com
https://codewithmosh.com/p/all-access
https://tryhackme.com/pricing
https://neetcode.io/pro
https://www.algoexpert.io/purchase
https://redd.it/1p8vmmr
@r_devops
Hey there,
I found some interesting deals:
https://kodekloud.com/black-friday-sale
https://labs.iximiuz.com
https://codewithmosh.com/p/all-access
https://tryhackme.com/pricing
https://neetcode.io/pro
https://www.algoexpert.io/purchase
https://redd.it/1p8vmmr
@r_devops
Kodekloud
KodeKloud Black Friday Sale 2025 | Learn DevOps, Cloud, Kubernetes & more at 50% OFF
Don’t miss KodeKloud’s biggest sale of the year! Get exclusive Black Friday discounts on DevOps, Kubernetes, Docker, Terraform, and Cloud courses — now available on our new mobile app. Learn anywhere, save big!
Nexus choked to death
A funny incident happened today at my workplace. For context, our company enforced pulling from public repo strictly through Nexus proxy.
I had finish with hardening AL2023 minimal with Nexus proxy configured. Who would've thought DNF 3 packages during build stage would brought down our Nexus server which never happened until today. The platform guy thought "Huh guess it's time to scale up". He did with 16 vCPU and 64 GB of memory. Same thing happened. He couldn't believe it and like "Aight imma get Sonatype support for this".
Not long after a devops guy called me just want to see it live + trying to blame my dockerfile. He noticed there's a for-loop though it only disables repo lists except for Nexus's. I build the image to prove it to him and lo and behold, Nexus server died in front of his eyes. He laughed in disbelief for a good minute there.
In the end, he asked me to rebuild again so he can record and show to support.
Not sure what happened tbh but it's pretty funny ngl.
https://redd.it/1p8zgrd
@r_devops
A funny incident happened today at my workplace. For context, our company enforced pulling from public repo strictly through Nexus proxy.
I had finish with hardening AL2023 minimal with Nexus proxy configured. Who would've thought DNF 3 packages during build stage would brought down our Nexus server which never happened until today. The platform guy thought "Huh guess it's time to scale up". He did with 16 vCPU and 64 GB of memory. Same thing happened. He couldn't believe it and like "Aight imma get Sonatype support for this".
Not long after a devops guy called me just want to see it live + trying to blame my dockerfile. He noticed there's a for-loop though it only disables repo lists except for Nexus's. I build the image to prove it to him and lo and behold, Nexus server died in front of his eyes. He laughed in disbelief for a good minute there.
In the end, he asked me to rebuild again so he can record and show to support.
Not sure what happened tbh but it's pretty funny ngl.
https://redd.it/1p8zgrd
@r_devops
Reddit
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Anyone here taken the CNPE (Cloud Native Platform Engineer) certification?
Hey all,
The CNPE certification is now available, and I’m curious, has anyone here taken it yet?
What was your experience? Difficulty level? Worth it for platform engineers?
Would love to hear your thoughts before I go for it.
https://redd.it/1p918pk
@r_devops
Hey all,
The CNPE certification is now available, and I’m curious, has anyone here taken it yet?
What was your experience? Difficulty level? Worth it for platform engineers?
Would love to hear your thoughts before I go for it.
https://redd.it/1p918pk
@r_devops
Reddit
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What is costing you money, sleep or sanity?
As the noscript suggests, I’m looking for “hair on fire” problem that you guys experience when dealing with the cloud or your hosting provider.
I’m not looking to make a startup of the problems you share. You see I am a SRE/DevOps Engineer with a YouTube channel around playing with infra. And I’m looking for ideas… I hope that wasn’t promotion btw !
https://redd.it/1p96q2k
@r_devops
As the noscript suggests, I’m looking for “hair on fire” problem that you guys experience when dealing with the cloud or your hosting provider.
I’m not looking to make a startup of the problems you share. You see I am a SRE/DevOps Engineer with a YouTube channel around playing with infra. And I’m looking for ideas… I hope that wasn’t promotion btw !
https://redd.it/1p96q2k
@r_devops
Reddit
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Our AI coding workflow is creating tech debt faster than we can ship
Our team's been dealing with the usual AI coding mess, works fine in isolation, but the overall architecture is held together with duct tape. Nobody understands the systems we're building anymore.
Started trying something different: use AI to generate architecture plans first (been testing socratesai.dev), then feed those to Cursor/Claude for actual code. Idea is to separate the "what should this look like" from the "write the code." Too early to tell if it actually works or if I'm just adding extra steps.
But at least the Terraform modules are following some kind of pattern now instead of each PR being a creative interpretation of our standards. Anyone else trying to wrangle AI tools into following actual architecture? Or have you just accepted everything needs heavy refactoring anyway?
https://redd.it/1p9axg4
@r_devops
Our team's been dealing with the usual AI coding mess, works fine in isolation, but the overall architecture is held together with duct tape. Nobody understands the systems we're building anymore.
Started trying something different: use AI to generate architecture plans first (been testing socratesai.dev), then feed those to Cursor/Claude for actual code. Idea is to separate the "what should this look like" from the "write the code." Too early to tell if it actually works or if I'm just adding extra steps.
But at least the Terraform modules are following some kind of pattern now instead of each PR being a creative interpretation of our standards. Anyone else trying to wrangle AI tools into following actual architecture? Or have you just accepted everything needs heavy refactoring anyway?
https://redd.it/1p9axg4
@r_devops
Reddit
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How did your team handle the Bitnami paid changes?
Joined a company earlier this year without knowing that they had been kicking the can down the road RE: how to handle Bitnami's change to paid for images.
The guy who hired me left and now I need to come up with an opinion on what to do.
How did you end up approaching?
https://redd.it/1p9cfoz
@r_devops
Joined a company earlier this year without knowing that they had been kicking the can down the road RE: how to handle Bitnami's change to paid for images.
The guy who hired me left and now I need to come up with an opinion on what to do.
How did you end up approaching?
https://redd.it/1p9cfoz
@r_devops
Reddit
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Hardcoded API Keys: The Rookie Mistake That Costs Millions 💎
https://instatunnel.my/blog/hardcoded-api-keys-the-rookie-mistake-that-costs-millions
https://redd.it/1p9eqld
@r_devops
https://instatunnel.my/blog/hardcoded-api-keys-the-rookie-mistake-that-costs-millions
https://redd.it/1p9eqld
@r_devops
InstaTunnel
Hardcoded API Keys:The Hidden Vulnerability Exposing Million
Discover why hardcoding API keys in source code is a critical security flaw. Learn from real cases like Rabbit Inc.’s R1 device leaks exposing ElevenLabs
how to find good open source projects?
Hello beautiful people,
Recently I got fired as a Cloud Support Engineer, I have only one year of experience and wanna boost my resume doing open source projects. As far as I've heard it's a good way to showcase your skills. I'll still do separate projects.
How to find good beginner-friendly projects and how to participate? What should I search for? Already asked GPT but thought it's a cool idea to ask here as well. Thank you in advance.
https://redd.it/1p9gwxf
@r_devops
Hello beautiful people,
Recently I got fired as a Cloud Support Engineer, I have only one year of experience and wanna boost my resume doing open source projects. As far as I've heard it's a good way to showcase your skills. I'll still do separate projects.
How to find good beginner-friendly projects and how to participate? What should I search for? Already asked GPT but thought it's a cool idea to ask here as well. Thank you in advance.
https://redd.it/1p9gwxf
@r_devops
Reddit
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Advent of DevOps?
..is there such a thing, that anyone can recommend? Kubernetes, Docker, containerization, etc would be great. Linux, networking, noscripting, etc too.
https://redd.it/1p9lw5e
@r_devops
..is there such a thing, that anyone can recommend? Kubernetes, Docker, containerization, etc would be great. Linux, networking, noscripting, etc too.
https://redd.it/1p9lw5e
@r_devops
Reddit
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Ephemeral Infrastructure: Why Short-Lived is a Good Thing
https://lukasniessen.medium.com/ephemeral-infrastructure-why-short-lived-is-a-good-thing-2cf26afd75ef
https://redd.it/1p9rzfs
@r_devops
https://lukasniessen.medium.com/ephemeral-infrastructure-why-short-lived-is-a-good-thing-2cf26afd75ef
https://redd.it/1p9rzfs
@r_devops
Medium
Ephemeral Infrastructure: Why Short-Lived is a Good Thing
What Does Ephemeral Mean?
Hardware for build agents
I'm considering whether it will be better to get multiple small low powered machines or a single high spec machine to run builds. I'm currently using Teamcity community so limited to 3 build agents. The build artifacts will all be docker images. I was thinking of a quad core i3 with 8gb ram for each agent which I can get for quite cheap. Alternatively will have to spend a bit more to build a higher spec machine with maybe an i5 with 32gb ram. Which do you think is better?
https://redd.it/1p9uj0l
@r_devops
I'm considering whether it will be better to get multiple small low powered machines or a single high spec machine to run builds. I'm currently using Teamcity community so limited to 3 build agents. The build artifacts will all be docker images. I was thinking of a quad core i3 with 8gb ram for each agent which I can get for quite cheap. Alternatively will have to spend a bit more to build a higher spec machine with maybe an i5 with 32gb ram. Which do you think is better?
https://redd.it/1p9uj0l
@r_devops
Reddit
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Built a tiny chat tool that runs over SSH because I kept getting distracted using normal messaging apps
I’ve been working on a small side project called Shello, and I figured some folks here might appreciate the idea.
The whole thing started because I have ADHD and I kept breaking focus every time I needed to message my boss or teammate. I’d grab my phone “just to send one quick message,” and suddenly I’m looking at random notifications, DMs, memes, whatever. Total flow killer.
Recently I saw ThePrimeagen demo that you could literally buy his coffee from the terminal, and that pushed me down the rabbit hole of “why am I leaving the terminal just to communicate in the first place?”
So I built a minimal chat app you can access entirely over SSH:
ssh ssh.shello.dev
You enter your passkey and you’re in. No browser, no Electron, no extra UI. Just a quiet little chat room that lives inside the terminal where I’m already working.
To be clear, this isn’t meant to replace iMessage/Discord/Slack for your whole life. You’ll still use your phone for your mom or whatever. It’s specifically for work mode quick communication without yanking your brain out of the codebase.
If anyone wants to check out the landing page or hop on the waitlist, it’s here:
https://www.shello.dev
Not trying to sell anything, just sharing because I figured other devops/sysadmin folks might enjoy the simplicity.
Happy to answer questions or take roasting if the idea is dumb.
https://redd.it/1p9yo0u
@r_devops
I’ve been working on a small side project called Shello, and I figured some folks here might appreciate the idea.
The whole thing started because I have ADHD and I kept breaking focus every time I needed to message my boss or teammate. I’d grab my phone “just to send one quick message,” and suddenly I’m looking at random notifications, DMs, memes, whatever. Total flow killer.
Recently I saw ThePrimeagen demo that you could literally buy his coffee from the terminal, and that pushed me down the rabbit hole of “why am I leaving the terminal just to communicate in the first place?”
So I built a minimal chat app you can access entirely over SSH:
ssh ssh.shello.dev
You enter your passkey and you’re in. No browser, no Electron, no extra UI. Just a quiet little chat room that lives inside the terminal where I’m already working.
To be clear, this isn’t meant to replace iMessage/Discord/Slack for your whole life. You’ll still use your phone for your mom or whatever. It’s specifically for work mode quick communication without yanking your brain out of the codebase.
If anyone wants to check out the landing page or hop on the waitlist, it’s here:
https://www.shello.dev
Not trying to sell anything, just sharing because I figured other devops/sysadmin folks might enjoy the simplicity.
Happy to answer questions or take roasting if the idea is dumb.
https://redd.it/1p9yo0u
@r_devops
www.shello.dev
Shello – SSH-native terminal chat for developers
If you can SSH, you're already here. Terminal-native chat for developers.
What's a good starting point?
Hi
Its my first post please be gentle.
So I'm a software developer for the past 10 years, and worked in the same company with 5 other developers we always just had 2 servers (1 for the db and 1 for php)
Recently I've looked a bit into operations and systems for more in-depth knowledge of how servers are supposed to scale.
This year we migrated to aws, it did not go well we had 2 months of prod downtime, because we were ehh well not prepared..
We have good uptime by now, and since I played a big role in this, he's moving the cto to an advisory role. And wants me to set me up as a DevOps role in the company.
He doesn't mind if he has to pay for a few courses for me.
with that said, since I all I find about the DevOps role is for ones in relatively big companies.
We just have 5 developers, no cto or even lead.
Do you guys have any recommendations for my situation?
Maybe advice on where to start, or even paid courses are fine.
It would be a tremendous help me for, to hear your opinions
https://redd.it/1p9yjkx
@r_devops
Hi
Its my first post please be gentle.
So I'm a software developer for the past 10 years, and worked in the same company with 5 other developers we always just had 2 servers (1 for the db and 1 for php)
Recently I've looked a bit into operations and systems for more in-depth knowledge of how servers are supposed to scale.
This year we migrated to aws, it did not go well we had 2 months of prod downtime, because we were ehh well not prepared..
We have good uptime by now, and since I played a big role in this, he's moving the cto to an advisory role. And wants me to set me up as a DevOps role in the company.
He doesn't mind if he has to pay for a few courses for me.
with that said, since I all I find about the DevOps role is for ones in relatively big companies.
We just have 5 developers, no cto or even lead.
Do you guys have any recommendations for my situation?
Maybe advice on where to start, or even paid courses are fine.
It would be a tremendous help me for, to hear your opinions
https://redd.it/1p9yjkx
@r_devops
Reddit
From the devops community on Reddit
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Building an AI agent that automatically investigates pipeline failures
I've been working as a DevOps consultant for about 2 years. Recently I started experimenting with adding agentic capabilities to CI/CD pipelines. What if you our your team can understand pipeline failure better
Here's the full post: https://muhammadraza.me/2025/building-ai-agents-devops-automation/
Would love to hear how everyone is using AI within in their DevOps Workflows?
https://redd.it/1p9yb6n
@r_devops
I've been working as a DevOps consultant for about 2 years. Recently I started experimenting with adding agentic capabilities to CI/CD pipelines. What if you our your team can understand pipeline failure better
Here's the full post: https://muhammadraza.me/2025/building-ai-agents-devops-automation/
Would love to hear how everyone is using AI within in their DevOps Workflows?
https://redd.it/1p9yb6n
@r_devops
Muhammad Raza
Building AI Agents for DevOps: From CI/CD Automation to Autonomous Deployments | Muhammad
Learn how to build production-ready AI agents that automatically investigate pipeline failures, integrate with GitHub Actions, and provide intelligent DevOps...