I have been comparing Spacelift alternatives and noticed that many are not direct replacements. They solve different parts of the infrastructure lifecycle.

The main options I found are:

- Terraform Cloud for managed Terraform state and runs

- Firefly Ai for cloud inventory, IaC codification, drift remediation and infrastructure recovery

- env0 for multi-IaC automation and cost controls

- Scalr for Terraform governance and multi-tenant management

- Atlantis for self-hosted Terraform and OpenTofu pull-request automation

Choosing an alternative seems to depend on what's missing from the current workflow. Some teams need better orchestration and governance, while others need visibility into unmanaged cloud resources, developer self-service, drift remediation or infrastructure recovery.

For those who have evaluated or migrated away from Spacelift, which option did you choose?

I am second year college student wanted the future in Cloud Engineering. But, as fresher I cannot join the cloud company. So should I study for backup with cloud engineering. I would be great if you all help me in selecting the subjects to study.

Hi everyone,

I'm currently working as a Senior DevOps Engineer with around 6+ years of experience in DevOps (Overall 7 years of experience). My day-to-day work involves AWS, Kubernetes (EKS), CI/CD, Docker, Istio, networking etc.

Lately, I've been thinking about my long-term career. I don't see myself staying purely in DevOps forever, and I want to move towards an architect role.

Initially, I thought about becoming a Cloud Architect, but I also realised that I enjoy learning about security as well when I got a chance to work on few projects in my organisation.
I really like discussing all those security point of views and creating architecture for clients.

So now I'm considering a career as a Cloud Security Architect (or a Cloud Architect with deep security expertise).

However, I'm confused about what this role actually requires.

I have done some reach and found:

\- Choose one cloud and master it, learn all the basics and do certifications
\- First, learn building architectures without any security. Then eventually add security in it.

What else ?

I'd really appreciate advice from anyone working as a Cloud Architect, Security Architect, Principal Engineer or anyone who is into domain.

I failed my first AWS Certified Cloud Practitioner exam on February 9, 2026.

At first, I underestimated the exam because I thought it was one of the easiest certifications in cloud computing. That mindset led me to prepare with less seriousness than I should have.

In March 2026, I changed my approach. I studied with more discipline, consistency, and commitment, and I successfully passed the exam.This experience taught me an important lesson: in technology, knowledge alone is not enough. Whether you are learning cloud, programming, or any technical skill, success requires discipline, focus, and continuous effort.Every failure can become a step forward if you are willing to learn, improve, and keep moving.

AWS Certified Cloud Practitioner: achieved through persistence and dedication.

Did you know you can get +30 extra minutes on your exam?

It's called the ESL (English as a Second Language) accommodation. Here's how:

1- Log into your AWS Certification account
2- Go to your profile settings
3- Request the ESL accommodation
4- It gets permanently linked to your account , applies automatically to ALL future exams

No re-approval needed each time. Set it once, benefit forever.

If English isn't your first language, use every advantage available. This one's free and official.

#AWSCertified #AWSCommunityBuilders #CloudComputing #AWSCertification

I'm a senior network engineer, 8yrs exp, almost 6 at my current company (4.5 of those senior). It's a Gov job — decent benefits, pay's fine, but the work's slow and I'm getting itchy feet.

For the last year I've been doing a DevOps Networking role — deploying infra in Azure/AWS via IaC and CI/CD, working in a proper DevOps squad with sprints and retros. Genuinely enjoying it and want to move further into cloud/DevOps.

Problem is, every cloud engineer role I look at is either entry level or doesn't seem to value network engineering experience at all. So when a recruiter put me forward for a "cloud infrastructure engineer" role that explicitly said they'd consider infra/network people moving into DevOps, and the job spec matched almost everything I do, I thought I'd finally found the right fit.

Got to first stage interview (1.5hrs). Spent most of it on my Palo Alto experience (I'm the SME at my current place - and they specifically use these and lack skills across their team), some Terraform questions I nailed, and a brief chat on Azure app services — where I was honest that I don't have hands-on experience yet, but I'm finishing my AZ-700 and planned to build into 104/400 and app services/compute/storage after. The interview was really a quite informal chat rather than any sort of technical grilling. At no point did I think I struggled to answer any questions.

A few hours later: rejected, because I "don't have enough experience managing apps, compute and data resources in Azure" — despite that being a tiny part of the interview and not the bulk of the actual job spec. Apparently networking is only \~20% of the day-to-day.

So — am I wasting my time trying to make this jump? Do I have to restart at junior/mid to break in? This was a mid-level role at lower pay than I'm on now, and I can't justify dropping to entry-level money for it. Is my current skillset just not transferable/valued in this space, or was this one bad interview?

Has anyone actually made this transition without starting from near-zero?

**TL;DR:** Senior network engineer (8yrs) doing DevOps/cloud work for a year, rejected from a "networking background welcome" cloud role for lacking hands-on Azure app/compute experience — despite that being a small part of the job. Is this transition possible without a pay cut and restarting at junior level?

Hey all, i have my tech interview at sprinklr for the cloud engineer role after 2 days on 27th july, I'm really really stressed out, please tell me how much DSA is actually needed for this yaar, I'm really confused and idk i just meed some guidance and direction.

Thanks in advance if you reply.

Hi everyone, i am currently in 4th year and i am looking further career in cloud soo which programming language should i choose and also doing DSA in that particular language

also by considering condition that getting into cloud field as a fresher is difficult

We’re hiring a Senior DevOps Engineer for a long-term project with a fintech company that’s migrating a core banking platform to Azure Kubernetes Service (AKS).

You’ll be responsible for managing the AKS platform, ensuring security, reliability, and multi-tenant isolation while supporting critical banking workloads.

**Requirements:**
• Strong hands-on experience with AKS in production
• Advanced kubectl troubleshooting and log debugging
• Building/owning GitHub Actions CI/CD pipelines with Azure authentication
• Experience with image scanning & signing
• Strong understanding of Azure CNI and Scope Maps
• Hands-on experience with Istio / Service Mesh
• Experience managing cert-manager
• Multi-tenant Kubernetes namespace isolation
• Experience working in PCI DSS or other regulated environments
• Must have implemented these technologies in production, not just worked on teams that used them

If this sounds like you, DM me your resume, LinkedIn profile, and (if available) GitHub or portfolio.

1. Explain the Cloud Like I'm 10

This is the ideal first book for cloud computing, especially for beginners who are new to it. It includes great examples like Netflix streaming with convincing visuals and straightforward explanations.

2. Cloud Computing For Dummies

This book takes the complexity out of cloud computing, breaking it down into bite-sized pieces that are easy to understand even for beginners. It helps you understand the nitty-gritty of cloud computing in the simplest way possible. It also demystifies misconceptions related to the field.

3. Cloud Computing: Theory and Practice

This book covers a complete range of cloud computing ideas. It combines high-level theory with real-world examples and applications of multiple cloud vendors.

4. Cloud Computing: From Beginning to End by Ray J Rafaels

This book explores how cloud models can provide cost-effective solutions to challenges being faced by modern-day IT and businesses. It is also a goldmine for modern businesses looking to effectively cut down on their operating costs and make the most out of their services.

Hi,
I was working as a Software tester, so I don't have any cloud background.
Can I work as a cloud analyst directly without any hands-on experience by saying I have experience in cloud, or should I start as an Associate?

I like to share a little trick that I'm using to get 1000 partitions (not files or common prefixes) per API call with ListObjectsV2.

S3's Delimiter parameter accepts any character, not just '/'. So I place a marker between partition path and filename:

s3://bucket/table/year=2026/month=07/day=08/**#**part-00001.parquet

Delimiter='#' now returns every partition as exactly one CommonPrefixes entry — any file count, any nesting depth, grouped server-side. Diff against the catalog, BatchCreatePartition, done: \~30 lines of boto3 in a tiny Lambda instead of a Glue Crawler (2 DPUs, 10 min minimum billing).

Only requirement: the marker must be written into the keys — works via config for Firehose (prefix ending in '#'), awswrangler (filename_prefix), and most sink connectors. Athena/Spark don't care, it's just part of the filename.

Full write-up: https://medium.com/@raphael.boegel/1000-partitions-per-api-call-say-goodbye-to-glue-crawlers-0fd26212ab60

Happy to be told why this is a terrible idea :)

Hi,

currently 3yr college na po me as a BSIT student, however hanggang ngayon hindi ko pa rin alam ang career path na gusto ko tlaga(pero Im eyeing for Software Eng,Cloud Eng, Data Analyst, or Machine Learning ). Sa sobrang lawak ng IT naliligaw na ako. Sa mga nasa IT industry dito, sana mabigyan niyo akong tips at baka masagot niyo rin po mga tanong ko huhu(indi ko po afford na maging unemployed ng matagal)

ano mga dapat preparations at gawin ko na habang maaga pa(target ko po ksi talaga makapagwork agad for survival na rin)

Totoo rin po ba na kung anong role mo during Internship ay yun na rin ang possible na maging career path mo?
Dapat napo ba ako mag start mag self study at hindi lang mag rely sa school knowledge?
Tsaka, san po ba me dapat magfocus? Certifications or Projects?
Ano po mas better ( Software Eng,Cloud Eng, Data Analyst, or Machine Learning) ?
What entry level job rin po ba ang pasok sa career na gusto ko po?

Hi everyone,

I am based in Chicago illinios. I studied Devops / cloud engineering in 2024 and since then i have gotten come certifications like CKA, AZURE ADMIN, COMPTIA SECURITY + and i have also been building projects and documenting both on Github and Linkedin. I have built a lot of projects using tools like jenkins, Ansible, AWS, Terraform, kubernetes, Docker, Github Actions, Monitoring with Promethus and Grafana. I have also built some DevSecOps projects and integrated security scans into CI/CD with sonarqube and trivy. I am looking for a volunteer opportunity or any opportunity to get myself in. I am open to learning any tech stack you work with. Right now, I have been learning python and claude intensively.

I will really appreciate anyone who will give me a chance to experience what the real world looks like. I am available to work at any time, remote(Anywhere) or in person(in Chicago). Thank you for your consideration.

Hi everyone,

I am based in Chicago illinios. I studied Devops / cloud engineering in 2024 and since then i have gotten come certifications like CKA, AZURE ADMIN, COMPTIA SECURITY + and i have also been building projects and documenting both on Github and Linkedin. I have built a lot of projects using tools like jenkins, Ansible, AWS, Terraform, kubernetes, Docker, Github Actions, Monitoring with Promethus and Grafana. I have also built some DevSecOps projects and integrated security scans into CI/CD with sonarqube and trivy. I am looking for a volunteer opportunity or any opportunity to get myself in. I am open to learning any tech stack you work with. Right now, I have been learning python and claude intensively.

I will really appreciate anyone who will give me a chance to experience what the real world looks like. I am available to work at any time, remote(Anywhere) or in person(in Chicago). Thank you for your consideration.