reclaimPolicy: Delete
pvcSpec:
accessModes:
- ReadWriteOnce
storageClassName: "default"
resources:
requests:
storage: 10Gi
- mountPath: "/opt/nifi/extensions"
name: nifi-external-resources
pvcSpec:
accessModes:
- ReadWriteOnce
storageClassName: "default"
resources:
requests:
storage: 4Gi
resourcesRequirements:
limits:
cpu: "1"
memory: 2Gi
requests:
cpu: "1"
memory: 2Gi
nodes:
- id: 1
nodeConfigGroup: "default_group"
- id: 2
nodeConfigGroup: "default_group"
propagateLabels: true
nifiClusterTaskSpec:
retryDurationMinutes: 10
listenersConfig:
internalListeners:
- containerPort: 8080
type: http
name: http
- containerPort: 6007
type: cluster
name: cluster
- containerPort: 10000
type: s2s
name: s2s
- containerPort: 9090
type: prometheus
name: prometheus
- containerPort: 6342
type: load-balance
name: load-balance
sslSecrets:
create: true
singleUserConfiguration:
enabled: true
secretKeys:
username: username
password: password
secretRef:
name: nifi-single-user
namespace: nifi
```
6. nifi-service.yaml
```
apiVersion: v1
kind: Service
metadata:
name: nifi-http
namespace: nifi
spec:
selector:
app: nifi
cluster-name: simplenifi
ports:
port: 8080
targetPort: 8080
protocol: TCP
name: http
```
The problems I can't get over are the next. When I try to add any process into the nifi interface or do anything I get the error:
Node 0.0.0.0:8080 is unable to fulfill this request due to: Transaction ffb3ecbd-f849-4d47-9f68-099a44eb2c96 is already in progress.
But I didn't do anything into the nifi to have anything in progress.
The second problem is that, even though I have the singleuserconfiguration on true with the secret applied and etc, (i didn't post the secret here, but it is applied in the cluster) it still logs me directly without asking for an username and password. And I do have these:
nifi.security.allow.anonymous.authentication=false
nifi.security.user.authorizer: "single-user-authorizer"
I tried to ask another person from my team but he has no idea about nifi, or doesn't care to help me. I tried to read the documentation over and over and I just don't understand anymore. I'm trying this for a week already, please help me I'll give you a 6pack of beer, a burger, a pizza ANYTHING.
This is a cluster that I'm trying to make for a test, is not production ready, I don't need it to be production ready. I just need this to work. I'll be here if you guys need more info from me.
https://imgur.com/a/D77TGff Image with the nifi cluster and error
https://redd.it/1m8xlt4
@r_devops
pvcSpec:
accessModes:
- ReadWriteOnce
storageClassName: "default"
resources:
requests:
storage: 10Gi
- mountPath: "/opt/nifi/extensions"
name: nifi-external-resources
pvcSpec:
accessModes:
- ReadWriteOnce
storageClassName: "default"
resources:
requests:
storage: 4Gi
resourcesRequirements:
limits:
cpu: "1"
memory: 2Gi
requests:
cpu: "1"
memory: 2Gi
nodes:
- id: 1
nodeConfigGroup: "default_group"
- id: 2
nodeConfigGroup: "default_group"
propagateLabels: true
nifiClusterTaskSpec:
retryDurationMinutes: 10
listenersConfig:
internalListeners:
- containerPort: 8080
type: http
name: http
- containerPort: 6007
type: cluster
name: cluster
- containerPort: 10000
type: s2s
name: s2s
- containerPort: 9090
type: prometheus
name: prometheus
- containerPort: 6342
type: load-balance
name: load-balance
sslSecrets:
create: true
singleUserConfiguration:
enabled: true
secretKeys:
username: username
password: password
secretRef:
name: nifi-single-user
namespace: nifi
```
6. nifi-service.yaml
```
apiVersion: v1
kind: Service
metadata:
name: nifi-http
namespace: nifi
spec:
selector:
app: nifi
cluster-name: simplenifi
ports:
port: 8080
targetPort: 8080
protocol: TCP
name: http
```
The problems I can't get over are the next. When I try to add any process into the nifi interface or do anything I get the error:
Node 0.0.0.0:8080 is unable to fulfill this request due to: Transaction ffb3ecbd-f849-4d47-9f68-099a44eb2c96 is already in progress.
But I didn't do anything into the nifi to have anything in progress.
The second problem is that, even though I have the singleuserconfiguration on true with the secret applied and etc, (i didn't post the secret here, but it is applied in the cluster) it still logs me directly without asking for an username and password. And I do have these:
nifi.security.allow.anonymous.authentication=false
nifi.security.user.authorizer: "single-user-authorizer"
I tried to ask another person from my team but he has no idea about nifi, or doesn't care to help me. I tried to read the documentation over and over and I just don't understand anymore. I'm trying this for a week already, please help me I'll give you a 6pack of beer, a burger, a pizza ANYTHING.
This is a cluster that I'm trying to make for a test, is not production ready, I don't need it to be production ready. I just need this to work. I'll be here if you guys need more info from me.
https://imgur.com/a/D77TGff Image with the nifi cluster and error
https://redd.it/1m8xlt4
@r_devops
Imgur
errors help
Discover the magic of the internet at Imgur, a community powered entertainment destination. Lift your spirits with funny jokes, trending memes, entertaining gifs, inspiring stories, viral videos, and so much more from users.
Looking for Real-World Production Terraform or Pulumi Configurations
Hi,
I'm building a tool for simplifying cloud provisioning and deployment workflows, and I'd really appreciate some input from this community.
If you're willing to share, I'm looking for examples of **complex, real-world Terraform or Pulumi configurations used in production**. These can be across any cloud provider and should ideally reflect real organizational use (with all sensitive data redacted, of course).
To make the examples more useful, it would help if you could include:
* A brief description of what the configuration is doing (e.g., multi-region failover, hybrid networking, autoscaling setup, etc.)
* The general **company size or scale** (e.g., startup, mid-size, enterprise)
* Any interesting constraints, edge cases, or reasons why the config was structured that way
Thanks in advance!
https://redd.it/1m8ysnq
@r_devops
Hi,
I'm building a tool for simplifying cloud provisioning and deployment workflows, and I'd really appreciate some input from this community.
If you're willing to share, I'm looking for examples of **complex, real-world Terraform or Pulumi configurations used in production**. These can be across any cloud provider and should ideally reflect real organizational use (with all sensitive data redacted, of course).
To make the examples more useful, it would help if you could include:
* A brief description of what the configuration is doing (e.g., multi-region failover, hybrid networking, autoscaling setup, etc.)
* The general **company size or scale** (e.g., startup, mid-size, enterprise)
* Any interesting constraints, edge cases, or reasons why the config was structured that way
Thanks in advance!
https://redd.it/1m8ysnq
@r_devops
Reddit
From the devops community on Reddit
Explore this post and more from the devops community
Troubleshooting woes?
How have you dealt with troubleshooting in a new role? I recently got a title change from a graduate and know there are more responsibilities but what do I do when my team is too busy to help if needed?
I used to rely a lot on my buddy I was told to shadow and now can sort certain errors without her but I'm worried it's a bad thing about me needing help at times, given its my second year and they only added me on callout this year, but what when they're all busy and I'm stuck? I do Google and check AI (AWS Q for code) but systems are different and AI always says the wrong things while Google says a lot of different things
https://redd.it/1m927r8
@r_devops
How have you dealt with troubleshooting in a new role? I recently got a title change from a graduate and know there are more responsibilities but what do I do when my team is too busy to help if needed?
I used to rely a lot on my buddy I was told to shadow and now can sort certain errors without her but I'm worried it's a bad thing about me needing help at times, given its my second year and they only added me on callout this year, but what when they're all busy and I'm stuck? I do Google and check AI (AWS Q for code) but systems are different and AI always says the wrong things while Google says a lot of different things
https://redd.it/1m927r8
@r_devops
Reddit
From the devops community on Reddit
Explore this post and more from the devops community
Boot reset a linux screen without entering password or bios?
Hello all,
The venue I work for has a couple of 11.6" screens that use linux 4.4 with Ubuntu 18. It was installed at the same time as our narrowcasting software and so the company locked it on all possible sides, disabled bios, everything and didn't give us a password.
We gave them a ring and they say they can't help us out, unless we pay a good amount of $$$.
I was wondering if there is a way for me to reset the full computer and put new Ubuntu on it myself? I already tried a boot USB in the service input at startup, pressing any button it had at restart, all standard passwords, etc. Sadly no result
We would like to reset it because we are changing narrowcasting software, but the screens itself are still find and so we would like to keep using them with the new system.
Anyone got any clue how to fully reset it (it's okay if it's 100% wiped)
Screen / pc used: https://cf-assets.s3.amazonaws.com/LINQ11.6touch.pdf
Specs:
LINQ 11.6” PRO TOUCH SERIES
Architecture ARM64
Ubuntu 18.04.3 LTS
Linux 4.4.167
Digital signage AiO tablet
RK3399 11.6" AiO Tablet
Model: ST116
ST116-RK3399-S
Thank you!
https://redd.it/1m955sq
@r_devops
Hello all,
The venue I work for has a couple of 11.6" screens that use linux 4.4 with Ubuntu 18. It was installed at the same time as our narrowcasting software and so the company locked it on all possible sides, disabled bios, everything and didn't give us a password.
We gave them a ring and they say they can't help us out, unless we pay a good amount of $$$.
I was wondering if there is a way for me to reset the full computer and put new Ubuntu on it myself? I already tried a boot USB in the service input at startup, pressing any button it had at restart, all standard passwords, etc. Sadly no result
We would like to reset it because we are changing narrowcasting software, but the screens itself are still find and so we would like to keep using them with the new system.
Anyone got any clue how to fully reset it (it's okay if it's 100% wiped)
Screen / pc used: https://cf-assets.s3.amazonaws.com/LINQ11.6touch.pdf
Specs:
LINQ 11.6” PRO TOUCH SERIES
Architecture ARM64
Ubuntu 18.04.3 LTS
Linux 4.4.167
Digital signage AiO tablet
RK3399 11.6" AiO Tablet
Model: ST116
ST116-RK3399-S
Thank you!
https://redd.it/1m955sq
@r_devops
Git Gud: Setting Up a Better Git Config
I've been slowly refining my `.gitconfig` over time to make Git less frustrating and more productive.
In this blog post, I cover some of the quality-of-life improvements and hidden config gems that have really helped me out, like:
* Making `git commit` show full diffs in the editor
* Sorting branches and tags by most recent activity or version number
* Prettifying diffs with `diff-so-fancy`
* Auto-setting upstream remotes so I don’t have to type `--set-upstream` every time
* Git aliases and shell aliases to save keystrokes
* Enabling background maintenance to reduce repo bloat
* GPG commit signing for that sweet “Verified” badge
* Enabling rerere (yes, it’s a real thing) to auto-resolve repeat merge conflicts
* Bonus: editor tweaks, typo suggestions, whitespace highlighting, and more
It's aimed at developers who already use Git but want to *tune* it to better fit their workflow.
🔗 [**Read it here → Git Gud: Setting Up a Better Git Config**](https://micahkepe.com/blog/gitconfig/)
Would love to hear if there’s anything you think I missed—or if you have your own favorite `.gitconfig` tweaks or aliases.
https://redd.it/1m95els
@r_devops
I've been slowly refining my `.gitconfig` over time to make Git less frustrating and more productive.
In this blog post, I cover some of the quality-of-life improvements and hidden config gems that have really helped me out, like:
* Making `git commit` show full diffs in the editor
* Sorting branches and tags by most recent activity or version number
* Prettifying diffs with `diff-so-fancy`
* Auto-setting upstream remotes so I don’t have to type `--set-upstream` every time
* Git aliases and shell aliases to save keystrokes
* Enabling background maintenance to reduce repo bloat
* GPG commit signing for that sweet “Verified” badge
* Enabling rerere (yes, it’s a real thing) to auto-resolve repeat merge conflicts
* Bonus: editor tweaks, typo suggestions, whitespace highlighting, and more
It's aimed at developers who already use Git but want to *tune* it to better fit their workflow.
🔗 [**Read it here → Git Gud: Setting Up a Better Git Config**](https://micahkepe.com/blog/gitconfig/)
Would love to hear if there’s anything you think I missed—or if you have your own favorite `.gitconfig` tweaks or aliases.
https://redd.it/1m95els
@r_devops
Micah's Secret Blog
Git Gud: Setting Up a Better Git Config
There's tons of little goodies you can add to your .gitconfig to make your
life easier. From hidden gems in the git Man pages to aliases and shell
functions, here's a few things I've found useful to reduce friction in my Git
workflow.
life easier. From hidden gems in the git Man pages to aliases and shell
functions, here's a few things I've found useful to reduce friction in my Git
workflow.
I was just asked by Google to go through a round of Interviews
To be honest, I'm surprised that my resume passed the algorithm, and I'm equally surprised that my lack of a CS degree also didn't affect the outcome. So, truly, I'm kinda honoured and flattered that they still wanted to go forward.
I've never gone through tech interviews at a FAANG company before - and I heard that they are soul crushing. I just submitted my availability for my first 45-min interview in 2.5 weeks time.
They sent me an email to prepare (shit myself) over some core concepts:
* Arrays and Strings
* Linked Lists
* Trees and Graphs
* Hash Maps/Tables
* Sorting and Searching Algorithms
I'm already sweating bullets. I'm good at coding, but not CS level good. How fucked am I? I feel like I'm pretty fucked. The fucking feels real. I checked out [prepare.sh](https://prepare.sh) and leetcode to see if I can narrow my challenges down but there are still like way too many tests to possibly go through in time.
The pressure from being in front of people to code is already anxiety inducing enough. I'm so over my head.
https://redd.it/1m983mt
@r_devops
To be honest, I'm surprised that my resume passed the algorithm, and I'm equally surprised that my lack of a CS degree also didn't affect the outcome. So, truly, I'm kinda honoured and flattered that they still wanted to go forward.
I've never gone through tech interviews at a FAANG company before - and I heard that they are soul crushing. I just submitted my availability for my first 45-min interview in 2.5 weeks time.
They sent me an email to prepare (shit myself) over some core concepts:
* Arrays and Strings
* Linked Lists
* Trees and Graphs
* Hash Maps/Tables
* Sorting and Searching Algorithms
I'm already sweating bullets. I'm good at coding, but not CS level good. How fucked am I? I feel like I'm pretty fucked. The fucking feels real. I checked out [prepare.sh](https://prepare.sh) and leetcode to see if I can narrow my challenges down but there are still like way too many tests to possibly go through in time.
The pressure from being in front of people to code is already anxiety inducing enough. I'm so over my head.
https://redd.it/1m983mt
@r_devops
Prepare.sh
Coding Interview Questions from Real Companies | Prepare.sh
Discover real interview questions...
I got 4 rejection emails today, one with an internal recommendation too. Can I get a sanity check on my resume please?
I've been on and off looking for a new job for about a year now. I got laid off in May and have ramped up my efforts since then including getting my CKA cert and almost ready for the AWS SysOps cert. I've scored a few interviews over the last year, but nothing since May, and keep getting hit with "We've chosen to go with another candidate". The rejection emails from today included a DevOps position where I have all the skills and experience that were listed on the job position but I got insta-rejected, even with the internal recommendation.
I know the job market is tough right now and that a lot of these openings are being flooded with talented candidates, which means my resume needs to be on point. I've crafted my resume with the help of ChatGPT, but getting some feedback from real people might point out areas that could be improved. If you could find a few spare minutes to review my resume and provide any feedback I would be extremely grateful. Thanks!
Resume: https://imgur.com/a/seh2Wl1
https://redd.it/1m97i8e
@r_devops
I've been on and off looking for a new job for about a year now. I got laid off in May and have ramped up my efforts since then including getting my CKA cert and almost ready for the AWS SysOps cert. I've scored a few interviews over the last year, but nothing since May, and keep getting hit with "We've chosen to go with another candidate". The rejection emails from today included a DevOps position where I have all the skills and experience that were listed on the job position but I got insta-rejected, even with the internal recommendation.
I know the job market is tough right now and that a lot of these openings are being flooded with talented candidates, which means my resume needs to be on point. I've crafted my resume with the help of ChatGPT, but getting some feedback from real people might point out areas that could be improved. If you could find a few spare minutes to review my resume and provide any feedback I would be extremely grateful. Thanks!
Resume: https://imgur.com/a/seh2Wl1
https://redd.it/1m97i8e
@r_devops
Imgur
Discover the magic of the internet at Imgur, a community powered entertainment destination. Lift your spirits with funny jokes, trending memes, entertaining gifs, inspiring stories, viral videos, and so much more from users.
Just Launched: JS Deobfuscator
Hey devs 👋
I just launched a free tool called JS Deobfuscator – it helps you convert obfuscated, minified, or packed JavaScript into readable code.
🔧 Features:
• Handles complex proxy/function chains
• String/array unpacking
• Optional beautify-only mode
• Dark/light theme
• One-click download or copy
Would love for you to try it and give me feedback — what works, what doesn’t, and what you’d like to see next!
👉 https://jsdeobfuscator.com
Thanks in advance 🙌
https://redd.it/1m9ch3n
@r_devops
Hey devs 👋
I just launched a free tool called JS Deobfuscator – it helps you convert obfuscated, minified, or packed JavaScript into readable code.
🔧 Features:
• Handles complex proxy/function chains
• String/array unpacking
• Optional beautify-only mode
• Dark/light theme
• One-click download or copy
Would love for you to try it and give me feedback — what works, what doesn’t, and what you’d like to see next!
👉 https://jsdeobfuscator.com
Thanks in advance 🙌
https://redd.it/1m9ch3n
@r_devops
JS Deobfuscator
JavaScript Deobfuscator - Free Online JS Code Beautifier Tool
Convert obfuscated and minified JavaScript code into readable format with our advanced deobfuscation tool.
Dev ops pathway.
40m looking to switch careers, I’ve been working in the rock climbing industry my whole life and would love to settle into something less physical and more reliable for my growing family.
I’m currently studying dev ops through a very lengthy course on UDemy. It’s going pretty slow as I work full time, and I have a newborn baby.
I have a decent understanding of Linux/bash and have taken a few python courses previously. I can create and manage virtual machines both manually and automated. The course will cover slot of the tools as well.
My question is what would be a good positions to start applying for if I wanted ti switch careers before I finish my schooling?
What’s the very beginning of the path to dev ops?
Help desk? System admin? Coffee gopher?
https://redd.it/1m9hvvl
@r_devops
40m looking to switch careers, I’ve been working in the rock climbing industry my whole life and would love to settle into something less physical and more reliable for my growing family.
I’m currently studying dev ops through a very lengthy course on UDemy. It’s going pretty slow as I work full time, and I have a newborn baby.
I have a decent understanding of Linux/bash and have taken a few python courses previously. I can create and manage virtual machines both manually and automated. The course will cover slot of the tools as well.
My question is what would be a good positions to start applying for if I wanted ti switch careers before I finish my schooling?
What’s the very beginning of the path to dev ops?
Help desk? System admin? Coffee gopher?
https://redd.it/1m9hvvl
@r_devops
Reddit
From the devops community on Reddit
Explore this post and more from the devops community
Is it possible to configure WSL2 so that containers expose the same port on both the WSL2 environment and the host system? Specifically, if a container is running on localhost:8000 within WSL2, can it be accessed on localhost:8000 from the Windows host or external networks?
I was able to set up my WSL2 so that the containers run on WSL2, but I can't reach the backend at all from outside of the container, which makes my local setup completely useless.
https://redd.it/1m9hpq5
@r_devops
I was able to set up my WSL2 so that the containers run on WSL2, but I can't reach the backend at all from outside of the container, which makes my local setup completely useless.
https://redd.it/1m9hpq5
@r_devops
Reddit
From the devops community on Reddit
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Career shifting helpppppp
I’m currently working as a Backend Developer at a mid-sized company, but unfortunately, the work environment isn’t ideal.
There’s a lack of structure, and my manager is often unfocused, which leads to constant pressure and confusion across the team. The stress doesn’t come from a heavy workload, but rather from the absence of clear direction and effective leadership.
Recently, I started exploring new opportunities and even began going through some interviews. Then I joined a mentorship program run by a reputable company — and it was a turning point.
During the program, I was introduced to the DevOps field, and I found myself genuinely passionate about it. My mentor guided me on the tools and certifications I need to pursue, but the full transition will likely take around 5 months or so.
The challenge is that I’m struggling to stay motivated in my current role while preparing for this shift. I’m really looking for a more structured, corporate environment — one with real teams, healthy collaboration, and clear goals.
If you have any advice or know of companies open to hiring people who are transitioning between roles, I’d truly appreciate your help and guidance.
This is a tough phase, and any support would mean a lot. Thank you!
https://redd.it/1m9pf5i
@r_devops
I’m currently working as a Backend Developer at a mid-sized company, but unfortunately, the work environment isn’t ideal.
There’s a lack of structure, and my manager is often unfocused, which leads to constant pressure and confusion across the team. The stress doesn’t come from a heavy workload, but rather from the absence of clear direction and effective leadership.
Recently, I started exploring new opportunities and even began going through some interviews. Then I joined a mentorship program run by a reputable company — and it was a turning point.
During the program, I was introduced to the DevOps field, and I found myself genuinely passionate about it. My mentor guided me on the tools and certifications I need to pursue, but the full transition will likely take around 5 months or so.
The challenge is that I’m struggling to stay motivated in my current role while preparing for this shift. I’m really looking for a more structured, corporate environment — one with real teams, healthy collaboration, and clear goals.
If you have any advice or know of companies open to hiring people who are transitioning between roles, I’d truly appreciate your help and guidance.
This is a tough phase, and any support would mean a lot. Thank you!
https://redd.it/1m9pf5i
@r_devops
Reddit
From the devops community on Reddit
Explore this post and more from the devops community
Do you use Crossplane? My company today only uses K8s. We have Crossplane configured for some tasks, but not extensively. We are considering whether to continue using it or start using Terraform, as most people are unfamiliar with Crossplane.
Please share your thoughts
https://redd.it/1m9rv9m
@r_devops
Please share your thoughts
https://redd.it/1m9rv9m
@r_devops
Reddit
From the devops community on Reddit
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Get a Job
Let me tell you my story. I am 18 years old, currently living in Europe and working in fast food to earn some money and survive. At the age of 13, I became interested in computers and programming. At 14, I started writing some small programs in C++. Since I was 15, I have been studying cybersecurity, networks, and everything related to DevOps. My dream and goal is to become an engineer in this field. Please give me some advice. Currently, I try to study this every day for at least an hour, and on weekends for more than 4-5 hours without days off. I had some interviews but was not accepted anywhere.
https://redd.it/1m9seyn
@r_devops
Let me tell you my story. I am 18 years old, currently living in Europe and working in fast food to earn some money and survive. At the age of 13, I became interested in computers and programming. At 14, I started writing some small programs in C++. Since I was 15, I have been studying cybersecurity, networks, and everything related to DevOps. My dream and goal is to become an engineer in this field. Please give me some advice. Currently, I try to study this every day for at least an hour, and on weekends for more than 4-5 hours without days off. I had some interviews but was not accepted anywhere.
https://redd.it/1m9seyn
@r_devops
Reddit
From the devops community on Reddit
Explore this post and more from the devops community
API GATEWAY
I have been tasked to create a prototype for an API gateway for my company which we shall sell as a saas. I have not done such a project before and here is how i have been thinking about approaching the problem.
1. Use Nginx as a reverse proxy then business logic in Go or C/C++ and Redis pub/sub for caching.
2. Coming up with a reverse proxy first then modifying it into a gateway
3. Just start everything from scratch.
am a junior and i have never encountered such, if there is a better way and please guide . help align my thinking
https://redd.it/1m9w28t
@r_devops
I have been tasked to create a prototype for an API gateway for my company which we shall sell as a saas. I have not done such a project before and here is how i have been thinking about approaching the problem.
1. Use Nginx as a reverse proxy then business logic in Go or C/C++ and Redis pub/sub for caching.
2. Coming up with a reverse proxy first then modifying it into a gateway
3. Just start everything from scratch.
am a junior and i have never encountered such, if there is a better way and please guide . help align my thinking
https://redd.it/1m9w28t
@r_devops
Reddit
From the devops community on Reddit
Explore this post and more from the devops community
Introducing ReflexCore :Your Open‑Source Cognition Layer for DevSecOps Shells
Hey everyone
I’m excited to share GitsWhy ReflexCore, the free, Apache‑2.0–licensed agent that turns any Bash/Zsh shell into a cognition‑native DevSecOps environment. It:
Monitors keystroke patterns to infer intent and detect hesitation
Auto‑tunes system health by flushing entropy pools & cleaning zombie processes
Logs everything into a local, Fernet‑encrypted vault for later analysis
Ships with a full test suite & GitHub Actions CI, so it’s production‑ready
https://github.com/gitswhy/reflexcore
https://redd.it/1m9zsuw
@r_devops
Hey everyone
I’m excited to share GitsWhy ReflexCore, the free, Apache‑2.0–licensed agent that turns any Bash/Zsh shell into a cognition‑native DevSecOps environment. It:
Monitors keystroke patterns to infer intent and detect hesitation
Auto‑tunes system health by flushing entropy pools & cleaning zombie processes
Logs everything into a local, Fernet‑encrypted vault for later analysis
Ships with a full test suite & GitHub Actions CI, so it’s production‑ready
https://github.com/gitswhy/reflexcore
https://redd.it/1m9zsuw
@r_devops
GitHub
GitHub - gitswhy/reflexcore: ReflexCore: Open Source Cognitive Shell for Gitswhy OS"
ReflexCore: Open Source Cognitive Shell for Gitswhy OS" - gitswhy/reflexcore
Junior DevOps interview prep ressources !
Got my first DevOps/cloud technical assessment coming up (take-home case + discussion). It was from networking so there's no JD or clear position, so I don't know what he will test exactly. I have AZ-104, GCP Associate, and some other certs but limited real-world experience. Looking for good resources that cover practical troubleshooting scenarios and 'what if X breaks' type questions. Already have the Cracking DevOps Interview book. Any other recommendations for hands-on practice or realistic scenario walkthroughs? Especially interested in take-home case examples or what to expect from the technical discussion afterward.
https://redd.it/1ma4yrm
@r_devops
Got my first DevOps/cloud technical assessment coming up (take-home case + discussion). It was from networking so there's no JD or clear position, so I don't know what he will test exactly. I have AZ-104, GCP Associate, and some other certs but limited real-world experience. Looking for good resources that cover practical troubleshooting scenarios and 'what if X breaks' type questions. Already have the Cracking DevOps Interview book. Any other recommendations for hands-on practice or realistic scenario walkthroughs? Especially interested in take-home case examples or what to expect from the technical discussion afterward.
https://redd.it/1ma4yrm
@r_devops
Reddit
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Do you track vendor SLA breaches?
I've started looking more into SAAS SLA breaches for common saas services we use (GitHub, JIRA, etc) due to outages during the first half of the year. Each vendor seems to have its own set of "rules" for what downtime is, if your account qualifies, and how quickly you have to submit it.
Is anyone successfully recouping credits, or am I on a fool's errand? Does your devops team do this or you have an internal team (finance?) doing this? Maybe its managed by a third party vendor? Looking for options and advice.
https://redd.it/1ma9u3d
@r_devops
I've started looking more into SAAS SLA breaches for common saas services we use (GitHub, JIRA, etc) due to outages during the first half of the year. Each vendor seems to have its own set of "rules" for what downtime is, if your account qualifies, and how quickly you have to submit it.
Is anyone successfully recouping credits, or am I on a fool's errand? Does your devops team do this or you have an internal team (finance?) doing this? Maybe its managed by a third party vendor? Looking for options and advice.
https://redd.it/1ma9u3d
@r_devops
Reddit
From the devops community on Reddit
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Suggestions for open-source projects to get involved in
Hi, I am a student learning DevOps and AI infrastructure tools. I want to get involved in an open-source project that has a good, active community around it. Any suggestions?
https://redd.it/1maf9h2
@r_devops
Hi, I am a student learning DevOps and AI infrastructure tools. I want to get involved in an open-source project that has a good, active community around it. Any suggestions?
https://redd.it/1maf9h2
@r_devops
Reddit
From the devops community on Reddit
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Can System admin transit to devops ???
I have 3 YOE as a system administrator—managing servers, deployments, patching, and infrastructure tasks. I’m now planning to learn AWS and DevOps tools (Terraform, Docker, Jenkins, etc.).
My question is:
👉 Will my sysadmin experience still count when applying for DevOps roles?
👉 Or will I have to start from scratch as a fresher?
👉 Do they even taken fresher for devops?
Would appreciate insights from anyone who made this transition or is working in DevOps. Or have any suggestions for me.
https://redd.it/1maki5d
@r_devops
I have 3 YOE as a system administrator—managing servers, deployments, patching, and infrastructure tasks. I’m now planning to learn AWS and DevOps tools (Terraform, Docker, Jenkins, etc.).
My question is:
👉 Will my sysadmin experience still count when applying for DevOps roles?
👉 Or will I have to start from scratch as a fresher?
👉 Do they even taken fresher for devops?
Would appreciate insights from anyone who made this transition or is working in DevOps. Or have any suggestions for me.
https://redd.it/1maki5d
@r_devops
Reddit
From the devops community on Reddit
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Stuck in resources and difficulty learning (plz advise)
Because of my network, I can grab an SRE interview at a good company. I am a computer engineer who just graduated btw. I am following this roadmap: https://roadmap.sh/devops ; I learnt python and version control (git/github) but for the other tech stack like Linux, Docker, Kuberenetes, AWS, Computer networks, etc the roadmap includes only articles or 10 minute youtube videos as sources. Where do I learn these from? I tried following big youtube videos that many guys made but they are really unstructured. I need to learn 3-4 major tech stack within 25-30 days. PLEASE SUGGEST ME WHAT TO DO. good resources? Should I learn just the basics from somewhere and BUILD PROJECT and learn by that, is that a good way? Plz advise
https://redd.it/1maku3w
@r_devops
Because of my network, I can grab an SRE interview at a good company. I am a computer engineer who just graduated btw. I am following this roadmap: https://roadmap.sh/devops ; I learnt python and version control (git/github) but for the other tech stack like Linux, Docker, Kuberenetes, AWS, Computer networks, etc the roadmap includes only articles or 10 minute youtube videos as sources. Where do I learn these from? I tried following big youtube videos that many guys made but they are really unstructured. I need to learn 3-4 major tech stack within 25-30 days. PLEASE SUGGEST ME WHAT TO DO. good resources? Should I learn just the basics from somewhere and BUILD PROJECT and learn by that, is that a good way? Plz advise
https://redd.it/1maku3w
@r_devops
roadmap.sh
DevOps Roadmap: Learn to become a DevOps Engineer or SRE
Step by step guide for DevOps, SRE or any other Operations Role in 2026