Do you have a dedicated engineer (s) who's job is looking at metrics, monitors and alerts?
I understand this should be part of each engineering teams job or the SRE teams job. But the engineers are too busy to improve or maintain monitoring or alerts.
Is there a role in companies who's sole job in looking at dashboards, adding monitors and alert workflows, etc.?
https://redd.it/1injtvg
@r_devops
I understand this should be part of each engineering teams job or the SRE teams job. But the engineers are too busy to improve or maintain monitoring or alerts.
Is there a role in companies who's sole job in looking at dashboards, adding monitors and alert workflows, etc.?
https://redd.it/1injtvg
@r_devops
Reddit
From the devops community on Reddit
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Challenges with Real-time Inference at Scale
Hello! We’re implementing an AI chatbot that supports real-time customer interactions, but the inference time of our LLM becomes a bottleneck under heavy user traffic. Even with GPU-backed infrastructure, the scaling costs are climbing quickly. Has anyone optimized LLMs for high-throughput applications or found any company provides platforms/services that handle this efficiently? Would love to hear about approaches to reduce latency without sacrificing quality.
https://redd.it/1inkzod
@r_devops
Hello! We’re implementing an AI chatbot that supports real-time customer interactions, but the inference time of our LLM becomes a bottleneck under heavy user traffic. Even with GPU-backed infrastructure, the scaling costs are climbing quickly. Has anyone optimized LLMs for high-throughput applications or found any company provides platforms/services that handle this efficiently? Would love to hear about approaches to reduce latency without sacrificing quality.
https://redd.it/1inkzod
@r_devops
Reddit
From the devops community on Reddit
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Is it possible to change to dev role after devops?
Hi members. I am a 2022 grad. I got into devops as I was not getting calls for dev role and I had done an internship with a fintech as SRE. So I applied for a devops associate role. Fortunately cleared all rounds and got selected.
Even to this day, I get assigned work that is related to depooyments and deployment scripts etc and some tasks related to kubernetes. I also work on some docker related parts where we have to create docker images for some jenkins nodes that we run.
We use AWS and GCP here. But I get no task assigned for those. I have talked with my manager he says to have certification or atleast complete courses so that I can assign those tasks to you. I am trying to follow courses but not very consistent.
As to why I am not that consistent is because honestly I think I don't enjoy devops anymore or atleast the devops tasks that I am getting assigned here. Most of the distaste comes when I see that developers having the same experience as me get paid higher as high as 66% more than me. Before joining devops I was a CS grad and I had done a lot of coding and built applications etc. So I have knowledge atleast.
So I want to change to a dev role. Its not easy to get hired as a fresher in my country because most of the fresher hiring goes through on campus placements. Unfortunately I also got placed in a company as dev from my college but that company didn't had much work for me. I was not assigned to any projects for 8 months. I still hate that company. And that is the reason why I wanted to change. Change to a different company as a developer was not possible as I had no experience. And started applying randomly to SRE and devops roles also. And that is how I landed in my current company as devops engineer.
So current situation is that I have 2 yrs of experience but its devops and I want to change to a dev role. I have done some personal projects relevant for dev roles like web applications,REST apis, android apps.
Can I shift to a dev role given my current situation or continue as devops? The recruiters look for "relevant" experience. Can I fake experience in my resume. Like can I tell them that I have 2 yrs of experience in my currently company as a dev? Can I list the tasks and responsibilities of devs in my current company in my resume to fake. Will they find out if I clear interviews?
https://redd.it/1inm6zj
@r_devops
Hi members. I am a 2022 grad. I got into devops as I was not getting calls for dev role and I had done an internship with a fintech as SRE. So I applied for a devops associate role. Fortunately cleared all rounds and got selected.
Even to this day, I get assigned work that is related to depooyments and deployment scripts etc and some tasks related to kubernetes. I also work on some docker related parts where we have to create docker images for some jenkins nodes that we run.
We use AWS and GCP here. But I get no task assigned for those. I have talked with my manager he says to have certification or atleast complete courses so that I can assign those tasks to you. I am trying to follow courses but not very consistent.
As to why I am not that consistent is because honestly I think I don't enjoy devops anymore or atleast the devops tasks that I am getting assigned here. Most of the distaste comes when I see that developers having the same experience as me get paid higher as high as 66% more than me. Before joining devops I was a CS grad and I had done a lot of coding and built applications etc. So I have knowledge atleast.
So I want to change to a dev role. Its not easy to get hired as a fresher in my country because most of the fresher hiring goes through on campus placements. Unfortunately I also got placed in a company as dev from my college but that company didn't had much work for me. I was not assigned to any projects for 8 months. I still hate that company. And that is the reason why I wanted to change. Change to a different company as a developer was not possible as I had no experience. And started applying randomly to SRE and devops roles also. And that is how I landed in my current company as devops engineer.
So current situation is that I have 2 yrs of experience but its devops and I want to change to a dev role. I have done some personal projects relevant for dev roles like web applications,REST apis, android apps.
Can I shift to a dev role given my current situation or continue as devops? The recruiters look for "relevant" experience. Can I fake experience in my resume. Like can I tell them that I have 2 yrs of experience in my currently company as a dev? Can I list the tasks and responsibilities of devs in my current company in my resume to fake. Will they find out if I clear interviews?
https://redd.it/1inm6zj
@r_devops
Reddit
From the devops community on Reddit
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Do you use Grafana On Call?
My team (4 people) wants Grafana On Call setup instead of the traditional Alert, Contact point, notification policies.
We use Grafana Open Source.
Their reasoning is a bit loose with why we should do this. It seems like it's a case of Grafana On Call just being a more modern, versatile tool. With their argument being that it can send us SMS messages.
Although, I've made the case that we can do more advanced alerting in Grafana or using Prometheus Alert Manager, they're insistent that we use Grafana On Call.
We do not work in shift patterns. Just regular 9 to 5.
I've been trying to set it up, but have just found it to be a bit of a faff. I've had to setup a Grafana Cloud account, as that seems necessary to allow certain features. Which means we've now got another location which our Grafana server pulls in information such as user details.
I've had to spin up several containers for Grafana On Call and it's redis server.
There's networking which has needed setting up around that.
Certain things I've had to troubleshoot and just found no mention of it within the documents, but random hints on Stack Overflow, etc.
I'm just wondering what everyone's opinion is on the service? Am I just unnecessarily whining and make things harder for myself?
https://redd.it/1inmnp0
@r_devops
My team (4 people) wants Grafana On Call setup instead of the traditional Alert, Contact point, notification policies.
We use Grafana Open Source.
Their reasoning is a bit loose with why we should do this. It seems like it's a case of Grafana On Call just being a more modern, versatile tool. With their argument being that it can send us SMS messages.
Although, I've made the case that we can do more advanced alerting in Grafana or using Prometheus Alert Manager, they're insistent that we use Grafana On Call.
We do not work in shift patterns. Just regular 9 to 5.
I've been trying to set it up, but have just found it to be a bit of a faff. I've had to setup a Grafana Cloud account, as that seems necessary to allow certain features. Which means we've now got another location which our Grafana server pulls in information such as user details.
I've had to spin up several containers for Grafana On Call and it's redis server.
There's networking which has needed setting up around that.
Certain things I've had to troubleshoot and just found no mention of it within the documents, but random hints on Stack Overflow, etc.
I'm just wondering what everyone's opinion is on the service? Am I just unnecessarily whining and make things harder for myself?
https://redd.it/1inmnp0
@r_devops
Reddit
From the devops community on Reddit
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Drop in replacement for a mess of jenkins standalones
New job, started a few weeks ago and inherited a __________ _______ _____ ________ (lots of bad language) of a jenkins CI with a few tools that the previous guy decided on; all of them apart of the slaves are on vmware vms. The CI flow on a slave looks like this:
On a machine with a threadripper and nvidia Axxxx > docker image with a bunch of tools on it > private github repo > landing repo > submodules > sub-submodules ... > foreach submodule making sure that HEAD is at $branch > cmake > make > tarball > sonatype nexus.
Even if everything was working well I would dump it as soon as I can, but now the vm where the jenkins server runs is acting up, very old plugins that keep crash-looping, one of then is the ldap one and so I can't even connect to fix then, and the network layer on that vm is completely stuffed. I used jenkins years ago and I wouldn't consider myself an expert on it and its plugins.
I have access to the vm itself and I can see the job xmls, and I was thinking that for now, since there is a lot of urgency, I try to move the jobs as is to a new instance, re-do the views, re-create the credentials and so forth... and then I was wondering if there is a drop in replacement which is not me recreating the entire process in bash (which was my 1st idea).
https://redd.it/1inncm4
@r_devops
New job, started a few weeks ago and inherited a __________ _______ _____ ________ (lots of bad language) of a jenkins CI with a few tools that the previous guy decided on; all of them apart of the slaves are on vmware vms. The CI flow on a slave looks like this:
On a machine with a threadripper and nvidia Axxxx > docker image with a bunch of tools on it > private github repo > landing repo > submodules > sub-submodules ... > foreach submodule making sure that HEAD is at $branch > cmake > make > tarball > sonatype nexus.
Even if everything was working well I would dump it as soon as I can, but now the vm where the jenkins server runs is acting up, very old plugins that keep crash-looping, one of then is the ldap one and so I can't even connect to fix then, and the network layer on that vm is completely stuffed. I used jenkins years ago and I wouldn't consider myself an expert on it and its plugins.
I have access to the vm itself and I can see the job xmls, and I was thinking that for now, since there is a lot of urgency, I try to move the jobs as is to a new instance, re-do the views, re-create the credentials and so forth... and then I was wondering if there is a drop in replacement which is not me recreating the entire process in bash (which was my 1st idea).
https://redd.it/1inncm4
@r_devops
Reddit
From the devops community on Reddit
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Developers are working at 2am to release to production. How can we help them?
In the start-up I currently work at, most production releases degrade our site performance in some way. So the developers have taken to releasing in the early hours while our web traffic is at its lowest and less users are impacted. Obviously this leads to very unhappy developers, more stress, more mistakes and it's ultimately a problem for the company growth, because we're not delivering features effectively. I really want to help stop this before it becomes normalised.
I don't know why exactly most changes are impacting the performance so much. I do know that releases happen in big-bangs. There's no feature flagging or incremental releases here. We don't deploy with GitOps, it's all push-based. On the upside our stack is pretty modern (AWS/EKS), not that complicated and we don't depend on much legacy. Our devs are also pretty good at owning their services so I think there's space to make things better.
I have a whole bunch of terms that I think could help. Namely, trunk-based development, feature flagging, canary deployments, blue-green deployments, shift-left, blah blah blah. I know what most of these things are but I've never really implemented them and I'm not clear on their relation to each other. So I'm curious to hear specifics on how you've addressed problems like this. Thanks!
https://redd.it/1innblx
@r_devops
In the start-up I currently work at, most production releases degrade our site performance in some way. So the developers have taken to releasing in the early hours while our web traffic is at its lowest and less users are impacted. Obviously this leads to very unhappy developers, more stress, more mistakes and it's ultimately a problem for the company growth, because we're not delivering features effectively. I really want to help stop this before it becomes normalised.
I don't know why exactly most changes are impacting the performance so much. I do know that releases happen in big-bangs. There's no feature flagging or incremental releases here. We don't deploy with GitOps, it's all push-based. On the upside our stack is pretty modern (AWS/EKS), not that complicated and we don't depend on much legacy. Our devs are also pretty good at owning their services so I think there's space to make things better.
I have a whole bunch of terms that I think could help. Namely, trunk-based development, feature flagging, canary deployments, blue-green deployments, shift-left, blah blah blah. I know what most of these things are but I've never really implemented them and I'm not clear on their relation to each other. So I'm curious to hear specifics on how you've addressed problems like this. Thanks!
https://redd.it/1innblx
@r_devops
Reddit
From the devops community on Reddit
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Fast-AWS: AWS Tutorial, Hands-on LABs, Usage Scenarios for Different Use-cases
I want to share the AWS tutorial, cheat sheet, and usage scenarios that I created as a notebook for myself. This repo covers **AWS Hands-on Labs, sample architectures** for different AWS services with **clean demo/printscreens**.
**Tutorial Link:** [**https://github.com/omerbsezer/Fast-AWS**](https://github.com/omerbsezer/Fast-AWS)
# Why was this repo created?
* It **shows/maps AWS services in short** with reference AWS developer documentation.
* It shows **AWS Hands-on LABs with clean demos**. It focuses **only AWS services**.
* It contributes to **AWS open source community**.
* Hands-on lab will be **added in time** for different AWS Services and more samples (Bedrock, Sagemaker, ECS, Lambda, Batch, etc.)
# Quick Look (How-To): AWS Hands-on Labs
These hands-on labs focus on how to create and use AWS components:
* [HANDS-ON-01: Provisioning EC2s on VPC, Creating Key-Pair, Connecting EC2](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-001-EC2-VPC-Connect.md)
* [HANDS-ON-02: Provisioning Lambda, API Gateway and Reaching HTML Page in Python Code From Browser](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-002-Lambda-API-Gateway-Python.md)
* [HANDS-ON-03: EBS and EFS Configuration with EC2s](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-003-EC2-EBS-EFS.md)
* [HANDS-ON-04: Provisioning ECR, Pushing Image to ECR, Provisioning ECS, VPC, ELB, ECS Tasks, Service on Fargate Cluster](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-004-ECR-ECS-ELB-VPC-ECS-Service.md)
* [HANDS-ON-05: Provisioning ECR, Lambda and API Gateway to run Flask App Container on Lambda](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-005-Lambda-Container-ApiGateway-FlaskApp.md)
* [HANDS-ON-06: Provisioning EKS with Managed Nodes using Blueprint and Modules](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-006-EKS-ManagedNodes-Blueprint.md)
* [HANDS-ON-07: Provisioning CodeCommit, CodePipeline and Triggering CodeBuild and CodeDeploy Container in Lambda](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-007-CodeCommit-Pipeline-Build-Deploy-Lambda.md)
* [HANDS-ON-08: Provisioning S3, CloudFront to serve Static Web Site](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-008-S3-CloudFront-Static-WebSite.md)
* [HANDS-ON-09: Provisioned Gitlab Runner on EC2, connection to Gitlab Server using Docker on-premise](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-009-GitlabServer-on-Premise-GitlabRunner-on-EC2.md)
* [HANDS-ON-10: Implementing MLOps Pipeline using GitHub, CodePipeline, CodeBuild, CodeDeploy, Sagemaker Endpoint](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-010-MLOps-SageMaker-GitHub-Codepipeline-CodeBuild-CodeDeploy.md)
# Table of Contents
* [Motivation](https://github.com/omerbsezer/Fast-AWS#motivation)
* [Common AWS Services In-Short](https://github.com/omerbsezer/Fast-AWS#servicesshort)
* [1. Compute Services](https://github.com/omerbsezer/Fast-AWS#compute)
* [2. Container Services](https://github.com/omerbsezer/Fast-AWS#container)
* [3. Storage Services](https://github.com/omerbsezer/Fast-AWS#storage)
* [4. Database Services](https://github.com/omerbsezer/Fast-AWS#database)
* [5. Data Analytics Services](https://github.com/omerbsezer/Fast-AWS#dataanalytics)
* [6. Integration Services](https://github.com/omerbsezer/Fast-AWS#integration)
* [7. Cloud Financial Management Services](https://github.com/omerbsezer/Fast-AWS#cloudfinancial)
* [8. Management & Governance Services](https://github.com/omerbsezer/Fast-AWS#managementgovernance)
* [9. Security, Identity, & Compliance Services](https://github.com/omerbsezer/Fast-AWS#securityidentity)
* [10. Networking Services](https://github.com/omerbsezer/Fast-AWS#networking)
* [11. Migration Services](https://github.com/omerbsezer/Fast-AWS#migration)
* [12. Internet of Things Services](https://github.com/omerbsezer/Fast-AWS#internetofthings)
* [13. Artificial Intelligence
I want to share the AWS tutorial, cheat sheet, and usage scenarios that I created as a notebook for myself. This repo covers **AWS Hands-on Labs, sample architectures** for different AWS services with **clean demo/printscreens**.
**Tutorial Link:** [**https://github.com/omerbsezer/Fast-AWS**](https://github.com/omerbsezer/Fast-AWS)
# Why was this repo created?
* It **shows/maps AWS services in short** with reference AWS developer documentation.
* It shows **AWS Hands-on LABs with clean demos**. It focuses **only AWS services**.
* It contributes to **AWS open source community**.
* Hands-on lab will be **added in time** for different AWS Services and more samples (Bedrock, Sagemaker, ECS, Lambda, Batch, etc.)
# Quick Look (How-To): AWS Hands-on Labs
These hands-on labs focus on how to create and use AWS components:
* [HANDS-ON-01: Provisioning EC2s on VPC, Creating Key-Pair, Connecting EC2](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-001-EC2-VPC-Connect.md)
* [HANDS-ON-02: Provisioning Lambda, API Gateway and Reaching HTML Page in Python Code From Browser](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-002-Lambda-API-Gateway-Python.md)
* [HANDS-ON-03: EBS and EFS Configuration with EC2s](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-003-EC2-EBS-EFS.md)
* [HANDS-ON-04: Provisioning ECR, Pushing Image to ECR, Provisioning ECS, VPC, ELB, ECS Tasks, Service on Fargate Cluster](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-004-ECR-ECS-ELB-VPC-ECS-Service.md)
* [HANDS-ON-05: Provisioning ECR, Lambda and API Gateway to run Flask App Container on Lambda](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-005-Lambda-Container-ApiGateway-FlaskApp.md)
* [HANDS-ON-06: Provisioning EKS with Managed Nodes using Blueprint and Modules](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-006-EKS-ManagedNodes-Blueprint.md)
* [HANDS-ON-07: Provisioning CodeCommit, CodePipeline and Triggering CodeBuild and CodeDeploy Container in Lambda](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-007-CodeCommit-Pipeline-Build-Deploy-Lambda.md)
* [HANDS-ON-08: Provisioning S3, CloudFront to serve Static Web Site](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-008-S3-CloudFront-Static-WebSite.md)
* [HANDS-ON-09: Provisioned Gitlab Runner on EC2, connection to Gitlab Server using Docker on-premise](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-009-GitlabServer-on-Premise-GitlabRunner-on-EC2.md)
* [HANDS-ON-10: Implementing MLOps Pipeline using GitHub, CodePipeline, CodeBuild, CodeDeploy, Sagemaker Endpoint](https://github.com/omerbsezer/Fast-AWS/blob/main/HANDS-ON-010-MLOps-SageMaker-GitHub-Codepipeline-CodeBuild-CodeDeploy.md)
# Table of Contents
* [Motivation](https://github.com/omerbsezer/Fast-AWS#motivation)
* [Common AWS Services In-Short](https://github.com/omerbsezer/Fast-AWS#servicesshort)
* [1. Compute Services](https://github.com/omerbsezer/Fast-AWS#compute)
* [2. Container Services](https://github.com/omerbsezer/Fast-AWS#container)
* [3. Storage Services](https://github.com/omerbsezer/Fast-AWS#storage)
* [4. Database Services](https://github.com/omerbsezer/Fast-AWS#database)
* [5. Data Analytics Services](https://github.com/omerbsezer/Fast-AWS#dataanalytics)
* [6. Integration Services](https://github.com/omerbsezer/Fast-AWS#integration)
* [7. Cloud Financial Management Services](https://github.com/omerbsezer/Fast-AWS#cloudfinancial)
* [8. Management & Governance Services](https://github.com/omerbsezer/Fast-AWS#managementgovernance)
* [9. Security, Identity, & Compliance Services](https://github.com/omerbsezer/Fast-AWS#securityidentity)
* [10. Networking Services](https://github.com/omerbsezer/Fast-AWS#networking)
* [11. Migration Services](https://github.com/omerbsezer/Fast-AWS#migration)
* [12. Internet of Things Services](https://github.com/omerbsezer/Fast-AWS#internetofthings)
* [13. Artificial Intelligence
Services](https://github.com/omerbsezer/Fast-AWS#artificialintelligence)
* [AWS Hands-on Labs](https://github.com/omerbsezer/Fast-AWS#handsonlabs)
* [HANDS-ON-01: Provisioning EC2s on VPC, Creating Key-Pair, Connecting EC2](https://github.com/omerbsezer/Fast-AWS#ec2_vpc_key_pair)
* [HANDS-ON-02: Provisioning Lambda, API Gateway and Reaching HTML Page in Python Code From Browser](https://github.com/omerbsezer/Fast-AWS#lambda_apigateway_python)
* [HANDS-ON-03: EBS and EFS Configuration with EC2s](https://github.com/omerbsezer/Fast-AWS#ebs_efs_ec2)
* [HANDS-ON-04: Provisioning ECR, Pushing Image to ECR, Provisioning ECS, VPC, ELB, ECS Tasks, Service on Fargate Cluster](https://github.com/omerbsezer/Fast-AWS#ecr_ecs_elb_vpc_ecs_service_fargate)
* [HANDS-ON-05: Provisioning ECR, Lambda and API Gateway to run Flask App Container on Lambda](https://github.com/omerbsezer/Fast-AWS#ecr_lambda_apigateway_container)
* [HANDS-ON-06: Provisioning EKS with Managed Nodes using Blueprint and Modules](https://github.com/omerbsezer/Fast-AWS#eks_managednodes_blueprint)
* [HANDS-ON-07: Provisioning CodeCommit, CodePipeline and Triggering CodeBuild and CodeDeploy Container in Lambda](https://github.com/omerbsezer/Fast-AWS#ci_cd)
* [HANDS-ON-08: Provisioning S3, CloudFront to serve Static Web Site](https://github.com/omerbsezer/Fast-AWS#s3_cloudfront)
* [HANDS-ON-09: Provisioned Gitlab Runner on EC2, connection to Gitlab Server using Docker on-premise](https://github.com/omerbsezer/Fast-AWS#gitlabrunner)
* [HANDS-ON-10: Implementing MLOps Pipeline using GitHub, CodePipeline, CodeBuild, CodeDeploy, Sagemaker Endpoint](https://github.com/omerbsezer/Fast-AWS#sagemaker)
* [References](https://github.com/omerbsezer/Fast-AWS#references)
https://redd.it/1inqgtc
@r_devops
* [AWS Hands-on Labs](https://github.com/omerbsezer/Fast-AWS#handsonlabs)
* [HANDS-ON-01: Provisioning EC2s on VPC, Creating Key-Pair, Connecting EC2](https://github.com/omerbsezer/Fast-AWS#ec2_vpc_key_pair)
* [HANDS-ON-02: Provisioning Lambda, API Gateway and Reaching HTML Page in Python Code From Browser](https://github.com/omerbsezer/Fast-AWS#lambda_apigateway_python)
* [HANDS-ON-03: EBS and EFS Configuration with EC2s](https://github.com/omerbsezer/Fast-AWS#ebs_efs_ec2)
* [HANDS-ON-04: Provisioning ECR, Pushing Image to ECR, Provisioning ECS, VPC, ELB, ECS Tasks, Service on Fargate Cluster](https://github.com/omerbsezer/Fast-AWS#ecr_ecs_elb_vpc_ecs_service_fargate)
* [HANDS-ON-05: Provisioning ECR, Lambda and API Gateway to run Flask App Container on Lambda](https://github.com/omerbsezer/Fast-AWS#ecr_lambda_apigateway_container)
* [HANDS-ON-06: Provisioning EKS with Managed Nodes using Blueprint and Modules](https://github.com/omerbsezer/Fast-AWS#eks_managednodes_blueprint)
* [HANDS-ON-07: Provisioning CodeCommit, CodePipeline and Triggering CodeBuild and CodeDeploy Container in Lambda](https://github.com/omerbsezer/Fast-AWS#ci_cd)
* [HANDS-ON-08: Provisioning S3, CloudFront to serve Static Web Site](https://github.com/omerbsezer/Fast-AWS#s3_cloudfront)
* [HANDS-ON-09: Provisioned Gitlab Runner on EC2, connection to Gitlab Server using Docker on-premise](https://github.com/omerbsezer/Fast-AWS#gitlabrunner)
* [HANDS-ON-10: Implementing MLOps Pipeline using GitHub, CodePipeline, CodeBuild, CodeDeploy, Sagemaker Endpoint](https://github.com/omerbsezer/Fast-AWS#sagemaker)
* [References](https://github.com/omerbsezer/Fast-AWS#references)
https://redd.it/1inqgtc
@r_devops
GitHub
GitHub - omerbsezer/Fast-AWS: This repo covers AWS Hands-on Labs for different AWS services
This repo covers AWS Hands-on Labs for different AWS services - omerbsezer/Fast-AWS
Offering a Full-Stack Design & Development Package for Businesses & Founders
If you’re a business owner, startup founder, or entrepreneur looking to establish or revamp your digital presence, I’m currently offering a comprehensive design and development package for $5k.
What’s included:
• Web design and development for any kind of website (excluding e-commerce and Shopify)
• SaaS MVP product development
• UX/UI design
• Logo and brand identity design
With 8 years of experience in design and development, I’ve worked across various industries, delivering high-quality digital products. My project delivery timeline ranges from 2 to 4 weeks, depending on the complexity. Here are some of the key projects I’ve built:
1. Shortlet Booking Platform (Similar to Airbnb, Focused on Nigeria)
A web app that helps users find and book shortlets in Nigeria, starting with Benin City. It features exclusive discounts, QR code-based payment proof, and an affiliate-based revenue model.
2. Location Navigator Web App
A Next.js-powered platform that recommends fun and chill places based on Michelin-style ratings. Admins personally visit and review locations based on factors like vibe, hospitality, service, and pricing, then upload images and ratings for users to explore.
3. FileGate (Productivity Software)
A SaaS productivity tool designed to streamline file management and collaboration. Built to enhance workflow efficiency, FileGate provides an intuitive way to store, share, and organize files seamlessly.
4. Instagram Automation Tool
A Python and Flask-powered automation tool for Instagram growth. It allows users to configure automated likes, follows, and (soon) comments using the instagrapi library.
5. The Perfume Shop
A fragrance and perfume business offering high-quality perfumes and diffusers. I handle branding, design, and the online presence to ensure a premium shopping experience.
6. Solana Memecoin Trading
Actively involved in Web3, I’ve worked on trading Solana-based memecoins and exploring strategies for on-chain growth.
If you need a high-quality website, a polished SaaS MVP, or a complete brand identity, this package delivers everything you need at a competitive price.
DM me if you’re interested or want to see more of my work.
https://redd.it/1intahd
@r_devops
If you’re a business owner, startup founder, or entrepreneur looking to establish or revamp your digital presence, I’m currently offering a comprehensive design and development package for $5k.
What’s included:
• Web design and development for any kind of website (excluding e-commerce and Shopify)
• SaaS MVP product development
• UX/UI design
• Logo and brand identity design
With 8 years of experience in design and development, I’ve worked across various industries, delivering high-quality digital products. My project delivery timeline ranges from 2 to 4 weeks, depending on the complexity. Here are some of the key projects I’ve built:
1. Shortlet Booking Platform (Similar to Airbnb, Focused on Nigeria)
A web app that helps users find and book shortlets in Nigeria, starting with Benin City. It features exclusive discounts, QR code-based payment proof, and an affiliate-based revenue model.
2. Location Navigator Web App
A Next.js-powered platform that recommends fun and chill places based on Michelin-style ratings. Admins personally visit and review locations based on factors like vibe, hospitality, service, and pricing, then upload images and ratings for users to explore.
3. FileGate (Productivity Software)
A SaaS productivity tool designed to streamline file management and collaboration. Built to enhance workflow efficiency, FileGate provides an intuitive way to store, share, and organize files seamlessly.
4. Instagram Automation Tool
A Python and Flask-powered automation tool for Instagram growth. It allows users to configure automated likes, follows, and (soon) comments using the instagrapi library.
5. The Perfume Shop
A fragrance and perfume business offering high-quality perfumes and diffusers. I handle branding, design, and the online presence to ensure a premium shopping experience.
6. Solana Memecoin Trading
Actively involved in Web3, I’ve worked on trading Solana-based memecoins and exploring strategies for on-chain growth.
If you need a high-quality website, a polished SaaS MVP, or a complete brand identity, this package delivers everything you need at a competitive price.
DM me if you’re interested or want to see more of my work.
https://redd.it/1intahd
@r_devops
Reddit
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I Quit My Job to Build TeachFlow – Looking for YouTubers Who Believe in This Dream
Hey everyone,
This is a bit personal, but I wanted to share my journey. I recently quit my job to go all in on TeachFlow, a platform I truly believe in. It's built for developers who want to share their knowledge, create coding courses, and actually get paid for their work, kind of like Patreon, but designed specifically for dev content.
I've poured everything into this. Countless late nights, but I know this can make a difference. Imagine a world where courses seamlessly integrated with VS Code and create a fun and interactive tutorial.
Now, I need help. If you’re a YouTuber or content creator in tech, I’d love to connect. Whether it’s feedback, a collab, or just a chat about the idea, your insights could mean the world to me.
If this resonates with you, check it out here: https://teachflow.app.
And also this is the behind the scene of how you can create a page that interact whit vscode:
https://youtu.be/oKxfpUfFVeU
I’d love to hear your thoughts. Would you use something like this?
https://redd.it/1inw4i3
@r_devops
Hey everyone,
This is a bit personal, but I wanted to share my journey. I recently quit my job to go all in on TeachFlow, a platform I truly believe in. It's built for developers who want to share their knowledge, create coding courses, and actually get paid for their work, kind of like Patreon, but designed specifically for dev content.
I've poured everything into this. Countless late nights, but I know this can make a difference. Imagine a world where courses seamlessly integrated with VS Code and create a fun and interactive tutorial.
Now, I need help. If you’re a YouTuber or content creator in tech, I’d love to connect. Whether it’s feedback, a collab, or just a chat about the idea, your insights could mean the world to me.
If this resonates with you, check it out here: https://teachflow.app.
And also this is the behind the scene of how you can create a page that interact whit vscode:
https://youtu.be/oKxfpUfFVeU
I’d love to hear your thoughts. Would you use something like this?
https://redd.it/1inw4i3
@r_devops
Reddit
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GitHub "infrastructure" via Terraform and GitHub Actions
Quick background: I'm part of a platform engineering team that currently tries to set up GitHub as primary development platform for the entire company.
We are heavily using Terraform for other platforms already and considering using the same tool to configure our GitHub enterprise (and more specifically the organization-level settings and rulesets) via IaC.
Now to the actual question: Are any of you heavy user of the terraform provider and, if so, how are you rolling out the infrastructure code?
We'd love using GitHub Actions for deployment (we are already using it with other providers and OIDC where possible) but providing access from GitHub "within" GitHub is a bit of a mess. PATs or personal gh CLI logins are out for obvious reasons, GH App is always pointed to as the best practice but "exposing" the private key within the flow directly sounds horrendous, security-wise.
My current approach would be this: We provide dedicated GH app hosted on our end with an endpoint that the workflow authenticates with and that returns an installation access token to the workflow. This token is then used for the
Does someone have a setup similar to this? Or a completely alternative approach? At this point, I'm wondering if it's even worth having a workflow or if the GH App can't do the heavy lifting itself. In general, I'm quite frustrated that the official documentation states that the private key of a GitHub App app should be stored securely and only be used for signing but at the same time all of the official GH SDKs/toolkits (e.g. octokit too) require the raw file for authentication.
https://redd.it/1inxhx8
@r_devops
Quick background: I'm part of a platform engineering team that currently tries to set up GitHub as primary development platform for the entire company.
We are heavily using Terraform for other platforms already and considering using the same tool to configure our GitHub enterprise (and more specifically the organization-level settings and rulesets) via IaC.
Now to the actual question: Are any of you heavy user of the terraform provider and, if so, how are you rolling out the infrastructure code?
We'd love using GitHub Actions for deployment (we are already using it with other providers and OIDC where possible) but providing access from GitHub "within" GitHub is a bit of a mess. PATs or personal gh CLI logins are out for obvious reasons, GH App is always pointed to as the best practice but "exposing" the private key within the flow directly sounds horrendous, security-wise.
My current approach would be this: We provide dedicated GH app hosted on our end with an endpoint that the workflow authenticates with and that returns an installation access token to the workflow. This token is then used for the
Does someone have a setup similar to this? Or a completely alternative approach? At this point, I'm wondering if it's even worth having a workflow or if the GH App can't do the heavy lifting itself. In general, I'm quite frustrated that the official documentation states that the private key of a GitHub App app should be stored securely and only be used for signing but at the same time all of the official GH SDKs/toolkits (e.g. octokit too) require the raw file for authentication.
https://redd.it/1inxhx8
@r_devops
Lambda Killing K8s?
There is a large push in my org to move from K8s to Lambda. That’s cool, but feels like that kind of removes the ops from devops. There would essentially be no reliance on operations with serverless right?
We have a cloud ops team and a devops team, but this migration makes me nervous. What’s left? Pipeline jockey?
Are my worries valid? Am I missing something?
https://redd.it/1inxc40
@r_devops
There is a large push in my org to move from K8s to Lambda. That’s cool, but feels like that kind of removes the ops from devops. There would essentially be no reliance on operations with serverless right?
We have a cloud ops team and a devops team, but this migration makes me nervous. What’s left? Pipeline jockey?
Are my worries valid? Am I missing something?
https://redd.it/1inxc40
@r_devops
Reddit
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How to block incoming traffic from certain IPs?
I encountered unwanted traffic from a small group of IPs, I decided to block them, but I didn’t quite understand how
After looking at a couple of articles about nginx, I realized that you can specify deny ip; but for some reason he was never able to block my IP, for some reason I still had access to the site
I wanted to check with you whether it is possible to block an IP to my server at the Google Cloud level and how, maybe there is a detailed article?
Thank you all in advance for your time
https://redd.it/1io03sx
@r_devops
I encountered unwanted traffic from a small group of IPs, I decided to block them, but I didn’t quite understand how
After looking at a couple of articles about nginx, I realized that you can specify deny ip; but for some reason he was never able to block my IP, for some reason I still had access to the site
I wanted to check with you whether it is possible to block an IP to my server at the Google Cloud level and how, maybe there is a detailed article?
Thank you all in advance for your time
https://redd.it/1io03sx
@r_devops
Reddit
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Right tool for the task
I need to check a large number of Linux servers for storage, networking related config files and settings. I would be executing a lot of commands and I like to write complex logic based analyzing the output of the commands.
Is Ansible the right tool ? Or there other tools I need to be evaluating ?
https://redd.it/1io3cg4
@r_devops
I need to check a large number of Linux servers for storage, networking related config files and settings. I would be executing a lot of commands and I like to write complex logic based analyzing the output of the commands.
Is Ansible the right tool ? Or there other tools I need to be evaluating ?
https://redd.it/1io3cg4
@r_devops
Reddit
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Creating test databases from the production database?
Assume I have a production Postgres database running on secure server infrastructure. It contains information that the company considers to be sensitive (e.g. they wouldn't want it becoming public) but it isn't regulated (e.g. GDPR doesn't apply to the data.)
My developers need to pull down a copy of this database for testing purposes on local laptops. They are OK with sensitive data being randomized or sometimes masked. They will be using these test databases to test local versions of the software on their laptops during the development process.
I do not want to install any extensions on the production database. I'm also wary of a messy set of scripts that may be challenging to review.
What's the best way to solve this problem?
https://redd.it/1io3ql6
@r_devops
Assume I have a production Postgres database running on secure server infrastructure. It contains information that the company considers to be sensitive (e.g. they wouldn't want it becoming public) but it isn't regulated (e.g. GDPR doesn't apply to the data.)
My developers need to pull down a copy of this database for testing purposes on local laptops. They are OK with sensitive data being randomized or sometimes masked. They will be using these test databases to test local versions of the software on their laptops during the development process.
I do not want to install any extensions on the production database. I'm also wary of a messy set of scripts that may be challenging to review.
What's the best way to solve this problem?
https://redd.it/1io3ql6
@r_devops
Reddit
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Create secrets from a p12 cert
I have a .p12 cert:
1. Converted .p12 to .pem:
2. Extracted the private key from the pem file:
3. Extracted the cert portion from the pem file:
Now I need to create a secrets.yaml that has ENC[AES256_GCM,data ...,type:str\]block in it but not sure how to do that. I used the openssl enc command and it encrypts the data which does not give me the ENC blocks I need. sops -e and base64 -w0 also do not create these blocks. Could someone please shed some light on this?
https://redd.it/1io3uvv
@r_devops
I have a .p12 cert:
1. Converted .p12 to .pem:
winpty openssl pkcs12 -in cert.p12 -out cert.pem -clcerts -nodes2. Extracted the private key from the pem file:
winpty openssl pkey -in cert.pem -out key.pem3. Extracted the cert portion from the pem file:
winpty openssl pkcs12 -in cert.p12 -cacerts -nokeys -out ca.crtNow I need to create a secrets.yaml that has ENC[AES256_GCM,data ...,type:str\]block in it but not sure how to do that. I used the openssl enc command and it encrypts the data which does not give me the ENC blocks I need. sops -e and base64 -w0 also do not create these blocks. Could someone please shed some light on this?
https://redd.it/1io3uvv
@r_devops
Reddit
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Need suggestions on IAM roles and policy
How are you contorting IAM roles and polices in you Org .
What is your experience ?
https://redd.it/1io99h6
@r_devops
How are you contorting IAM roles and polices in you Org .
What is your experience ?
https://redd.it/1io99h6
@r_devops
Reddit
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What Are the Common Challenges Businesses Face in LLM Training and Inference?
Hi everyone, I’m relatively new to the AI field and currently exploring the world of LLMs. I’m curious to know what are the main challenges businesses face when it comes to training and deploying LLMs, as I’d like to understand the challenges beginners like me might encounter.
Are there specific difficulties in terms of data processing or model performance during inference? What are the key obstacles you’ve encountered that could be helpful for someone starting out in this field to be aware of?
Any insights would be greatly appreciated! Thanks in advance!
https://redd.it/1iobdm4
@r_devops
Hi everyone, I’m relatively new to the AI field and currently exploring the world of LLMs. I’m curious to know what are the main challenges businesses face when it comes to training and deploying LLMs, as I’d like to understand the challenges beginners like me might encounter.
Are there specific difficulties in terms of data processing or model performance during inference? What are the key obstacles you’ve encountered that could be helpful for someone starting out in this field to be aware of?
Any insights would be greatly appreciated! Thanks in advance!
https://redd.it/1iobdm4
@r_devops
Reddit
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Where do you store your config, code snippets?
DevOps professionals, where do you typically store your code/config snippets, and how often do you find yourself reusing them?
https://redd.it/1ioebag
@r_devops
DevOps professionals, where do you typically store your code/config snippets, and how often do you find yourself reusing them?
https://redd.it/1ioebag
@r_devops
Reddit
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suggestions/advice needed
Hey Guys,
I am a experienced Devops engineer 13 years with good experience in migration projects from on prem to cloud.
However I feel stuck in my career and would like some advise, to move forward.
As of now, I don’t hold any certs for any cloud provider but I am open to that if required.
Suggestions/Advice welcome.
https://redd.it/1ioesgu
@r_devops
Hey Guys,
I am a experienced Devops engineer 13 years with good experience in migration projects from on prem to cloud.
However I feel stuck in my career and would like some advise, to move forward.
As of now, I don’t hold any certs for any cloud provider but I am open to that if required.
Suggestions/Advice welcome.
https://redd.it/1ioesgu
@r_devops
Reddit
From the devops community on Reddit
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Senior DevOps Engineer Resume Review & Critique
Resume
I've been working on my resume to maximize my chances of landing a Senior DevOps Engineer role.
Does my resume clearly convey that I am targeting senior positions? I haven't included detailed descriptions of tasks like writing custom CI/CD pipelines, optimizing monitoring stacks, or designing multi-cloud networking architectures for cost and latency optimization, as adding these details would make my resume exceed one page.
Should I remove older experiences and focus more on my current role? Additionally, I have worked extensively as a DevSecOps Engineer—does my resume reflect that effectively?
Please Feel free to tear it apart !!
https://redd.it/1iogqnw
@r_devops
Resume
I've been working on my resume to maximize my chances of landing a Senior DevOps Engineer role.
Does my resume clearly convey that I am targeting senior positions? I haven't included detailed descriptions of tasks like writing custom CI/CD pipelines, optimizing monitoring stacks, or designing multi-cloud networking architectures for cost and latency optimization, as adding these details would make my resume exceed one page.
Should I remove older experiences and focus more on my current role? Additionally, I have worked extensively as a DevSecOps Engineer—does my resume reflect that effectively?
Please Feel free to tear it apart !!
https://redd.it/1iogqnw
@r_devops
Imgur
Resume
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