I help startups and beginners break into DevOps. Follow for daily threads. DevOps Engineer | Site Reliability Engineer | Cloud Engineer | Platform Engineer
I just published a beginner-friendly guide diving into:
• The real origins of DevOps
• Why the old way created massive pain
• The core pillars (CI/CD, IaC, automation, monitoring, blameless culture)
• The actual business impact: faster delivery, higher reliability, happier teams
Check it out here 👇
https://t.co/qBSKepaoQl
Whether you're just starting your journey or you've been automating for years, I'd love your perspective drop a comment here! 👇
We are proud to introduce our new company dedicated to empowering businesses through cutting-edge technology solutions.
Reach out to us:
https://t.co/Fgx5MRk2G3
You don’t need to have it all figured out before you start.
Every DevOps expert was once a beginner trying to understand Linux commands, cloud tools, and deployment pipelines. The difference? They started anyway.
Start small. Stay consistent. Build skills that open doors.
Register today https://t.co/iFEtbpiFkk
Every expert in DevOps once opened their laptop not knowing where to begin.
The difference is that they started anyway.
Get started today at Kybern
https://t.co/UkhOsQeX1U
Everyone talks about “breaking into tech”… but not everyone shows you how.
That is exactly what this 16-week immersive mentorship offers: a practical path to learn Cloud Native Engineering from the ground up, with mentorship designed to help you grow with confidence.
This is your opportunity to gain in-demand knowledge, build real skills, and open doors to global career opportunities.
If you have been waiting for the “right time” to start, this is it. Invest in yourself
To register click the link below
https://t.co/r0kxhUpfgB
Everyone talks about “breaking into tech”… but not everyone shows you how.
That is exactly what this 16-week immersive mentorship offers: a practical path to learn Cloud Native Engineering from the ground up, with mentorship designed to help you grow with confidence.
This is your opportunity to gain in-demand knowledge, build real skills, and open doors to global career opportunities.
If you have been waiting for the “right time” to start, this is it. Invest in yourself
To register click the link below
https://t.co/r0kxhUpfgB
We are proud to introduce our new company dedicated to empowering businesses through cutting-edge technology solutions.
At Kybern Nexus Limited, we specialize in:
• DevOps Consulting & Infrastructure Automation
• Custom Software Development
• DevOps Training & Capacity Building
• IoT Smart Device Solutions
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Whether you’re looking to streamline your operations, build robust software, or harness the power of IoT, we’re here to help you innovate and scale with confidence.
Let’s build the future together! 💡
📩 Reach out to us:
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Day 6/14 — Why Containers Changed CI/CD Forever 🐳
Before containers, CI/CD was painful.
Deployments depended on:
• Server configuration
• Installed dependencies
• OS differences
• “It works on my machine”
Everything was fragile.
Then containers changed everything 👇
Enter:
Docker
Instead of deploying code…
You deploy an **environment + code together**.
Same app.
Same dependencies.
Same behavior.
Anywhere.
Here’s the shift:
Old way:
Code → Server → Hope it works
Modern way:
Code → Container → Run anywhere
That one change fixed a huge problem:
❌ Environment inconsistencies
❌ Dependency conflicts
❌ Manual server setup
Now combine this with CI/CD:
Git push → CI runs → Build container → Push image → Deploy
You’re no longer deploying code.
You’re deploying **immutable artifacts**.
Why this is powerful:
Containers are:
• Portable → Run anywhere
• Consistent → Same in dev & prod
• Versioned → Easy rollback
• Isolated → No dependency conflicts
This is why modern pipelines depend on them.
And when you scale this…
You need orchestration tools like:
• Kubernetes
To manage:
• Multiple containers
• Scaling
• Self-healing
• Rolling deployments
Here’s the truth:
If your CI/CD pipeline doesn’t produce a container image…
You’re missing out on one of the biggest advantages in modern DevOps.
Simple mental model:
CI = Build & test
Container = Package
CD = Deploy
Tomorrow (Day 7):
I’ll break down **how container registries work and why they matter**.
If I were to learn DevOps from scratch with zero experience, here’s exactly how I’ll do it
I wrote this guide to help beginners understand: • what DevOps actually is • what to learn first • how to start building real skills
If you're curious about DevOps but don’t know where to begin, this is for you.
Read here 👇 https://t.co/F02tal7TMJ
#DevOps #Cloud #TechLearning #BuildInPublic
@devops_sre18 Truth. But let’s be fair — Terraform can get painful at extreme scale without good state management, locking, and workspaces. The tool doesn’t break, but the ergonomics force better habits
Day 5/14 — Let’s Build a Real CI Pipeline ⚙️
Enough theory.
Today we’ll build a **simple CI pipeline** that:
• Runs tests on every push
• Builds a Docker image
• Pushes it to a container registry
All automatically.
Let’s walk through it 👇
First, the CI tool.
For this example we’ll use:
GitHub Actions
Why?
• Built into GitHub
• Simple YAML configuration
• Perfect for most projects
All pipelines live inside:
`.github/workflows/`
Now create a workflow file:
`ci.yml`
Example pipeline:
```yaml
name: CI Pipeline
on:
push:
branches: [ main ]
jobs:
build:
runs-on: ubuntu-latest
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Set up Docker
uses: docker/setup-buildx-action@v3
- name: Run tests
run: npm test
- name: Build Docker image
run: docker build -t myapp:${{ github.sha }} .
```
Every push to `main` now triggers this pipeline.
What happens when you push code?
1️⃣ Git push
2️⃣ Pipeline starts automatically
3️⃣ Code is checked out
4️⃣ Tests run
5️⃣ Docker image builds
If anything fails, the pipeline stops.
That’s CI doing its job.
Now let’s talk artifacts.
Instead of rebuilding code later, we store the output.
In container-based systems this is usually a:
Docker image.
That image becomes the **exact version deployed later**.
Immutable builds = reliable deployments.
Why this matters:
Without CI:
• Bugs reach production
• Developers break each other’s code
• Debugging becomes chaos
With CI:
Every change is tested automatically.
Your CI pipeline should be:
✔ Fast
✔ Reliable
✔ Automated
✔ Easy to understand
Complex pipelines become technical debt.
Keep them simple.
Tomorrow (Day 6):
Why containers completely changed CI/CD pipelines
#DevOps #CI_C #Automation #TechTips
@devops_nk If the workflow exists only in the feature branch and not in the base branch, GitHub may not run it depending on the event configuration. Often the workflow must exist in the default branch.
@twtayaan Fully agree on cross-region replication. For recovery try pulling a previous version from the backend, then terraform refresh or selective imports if needed
@devops_nk True!
Companies hire SRE mindset now, problem-solvers who own the fire, not just the tools. Break your own clusters, monitor the mess, fix it fast—that’s the 2026 edge.