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Production failures decoded
DevOps engineers
Infra breakdowns • No hype
YouTube: LearnWithDevOpsEngineer
📩 [email protected]
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Production server disk is full.

The team panics and deletes the biggest log file… but the disk space still doesn’t come back.

This happens because the application process is still holding the file open, even after the file is deleted.

You can find it using:

lsof | grep deleted

If you cannot restart the service in production immediately, SREs sometimes use this temporary trick:

: > /proc/PID/fd/FD

This clears the open file descriptor and frees the disk space without stopping the process.

Save this and share it with someone who works with production systems. by @learnwithdevopsengineer
360
7 months ago
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Terraform failed. What do you check first?

A lot of troubleshooting time gets wasted because we start changing Terraform code before understanding where the failure actually happened.

init failed? Look at the backend, provider, network and authentication.
plan failed? Check configuration, variables, data sources and dependencies.
apply failed? Think RBAC, quota, conflicts and provider/API errors.
State issue? Investigate the state before touching the infrastructure.

The key is simple:

Read the full error → identify the failing stage/resource → investigate the dependency → then make the change.

Save this for the next time Terraform decides to ruin your day.

What Terraform error has wasted the most time for you? Drop it in the comments.

#Terraform #DevOps #Azure #InfrastructureAsCode #Aws CloudEngineering DevOps PlatformEngineering SRE by @learnwithdevopsengineer
2
2 days ago
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AI can write Terraform.
AI can build CI/CD pipelines.
AI can generate application code, tests, and even debug failures.

So… is AI going to replace DevOps Engineers?

Not exactly.

The real difference is execution vs accountability.

AI can generate infrastructure — but who verifies that the database isn't publicly accessible? Who decides whether an application actually needs access to Key Vault? Who designs for backups, disaster recovery, regional failures, monitoring, security policies, and least-privilege access?

That's where engineers still matter.

The DevOps Engineer of the future shouldn't spend months memorizing commands that AI can generate in seconds.

Instead, learn:

• Cloud architecture
• Networking
• Security
• Infrastructure as Code (Terraform)
• CI/CD
• Observability
• Failure modes & disaster recovery
• How to validate AI-generated infrastructure

AI isn't a reason to stop learning DevOps.

It's a reason to learn DevOps differently.

Become the engineer who understands the system deeply enough to question, validate, and safely deploy what AI generates.

Then AI becomes your force multiplier.

#DevOps #AI #ArtificialIntelligence #DevOpsEngineer #CloudEngineering CloudComputing Azure Terraform CICD InfrastructureAsCode CloudSecurity PlatformEngineering SRE TechCareers Engineering by @learnwithdevopsengineer
1
3 days ago
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🚀 5,000 SUBSCRIBERS — THANK YOU!

To celebrate, I'm going LIVE TODAY for an open DevOps Q&A.

It doesn't matter where you are in your journey — complete beginner, preparing for interviews, currently learning, or already working in DevOps.

Bring your questions. I'll answer them LIVE.

Cloud,, DevOps, platform engineering Terraform, Kubernetes, CI/CD, interviews, career, real-world projects — ask me anything.

⏰ Today: 6 PM CEST | 9:30 PM IST
📺 YouTube: Learn With DevOps Engineer

Come prepared with your questions.

And please share this with as many people as possible who are learning or working in DevOps. ❤️

#DevOps #Azure #CloudComputing #Terraform #Kubernetes CICD DevOpsEngineer CloudEngineer TechCareers LearnDevOps by @learnwithdevopsengineer
0
7 days ago
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We just hit 5K subscribers on YouTube! 🎉

To celebrate, I’m giving ONE person completely FREE access to my 30-Day Hands-On DevOps Cohort.

Before you DM me, check the cohort details from the link in my bio and make sure it’s actually right for your current level.

If you’re serious about doing the work, DM me and tell me why I should select you.

I’ll reveal the person LIVE on YouTube tomorrow!

📅 October 3rd, Saturday
⏰ 6:00 PM CET / 9:30 PM IST
📺 YouTube: learnwithdevopsengineer

See you LIVE! 🚀

#devops #cloudcomputing #azure #terraform #devopsengineer by @learnwithdevopsengineer
8
7 days ago
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Will AI replace DevOps engineers?

Anthropic is reportedly planning more than $518 BILLION in AI infrastructure spending over the next decade.

AI can automate a lot of the work we do — writing scripts, generating Terraform, creating configs and helping troubleshoot.

But AI still needs infrastructure.

Compute. Networking. Storage. Security. Observability. Reliability.

The opportunity isn't in memorizing more DevOps tools.

It's in understanding how infrastructure actually works.

Save this for later.

And don't share it with too many DevOps engineers 

#devops #cloudcomputing #ai #sre #cloudengineer devopsengineer terraform kubernetes linux techcareers by @learnwithdevopsengineer
43
9 days ago
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How do you deploy a new application version without downtime?

One common approach is Blue-Green Deployment.

🔵 Blue → Current production version
🟢 Green → New application version

Deploy and test the new version in Green while users continue using Blue.

Once Green is healthy, switch production traffic to it.

If something goes wrong, traffic can quickly be switched back to Blue.

The key idea: Don’t replace the version serving users until the new version is ready.

Which deployment strategy do you use in production — Blue-Green, Rolling, or Canary?

Follow @learnwithdevopsengineer for practical DevOps, Cloud Architecture, Kubernetes, Azure, and real production scenarios.

#DevOps #BlueGreenDeployment #CICD #DeploymentStrategy #Kubernetes CloudEngineering Azure AWS PlatformEngineering SRE DevOpsEngineer CloudArchitecture by @learnwithdevopsengineer
1
9 days ago
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What does a DevOps Engineer actually do? 😂

We keep applications running, automate deployments, manage cloud infrastructure, monitor systems and fix things when they break.

But apparently those skills only work at the office. 😭

DevOps engineers… you know the pain. 😂

#DevOps #DevOpsEngineer #CloudComputing #CloudEngineer #SRE PlatformEngineering CICD Azure AWS TechHumor SoftwareEngineering by @learnwithdevopsengineer
2
11 days ago
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DevOps engineers should start learning AI.

If you're working in **DevOps, Cloud Engineering, Platform Engineering or SRE**, understanding how AI applications are deployed and operated is becoming increasingly useful.

I picked 3 free DeepLearning.AI courses covering **LLMOps, AI Agents and LLM inference**.

Comment **DEVOPS** and I'll send you the links.

#DevOps #CloudEngineering #PlatformEngineering #SRE #LLMOps AIAgents ArtificialIntelligence CloudComputing DevOpsEngineer by @learnwithdevopsengineer
239
13 days ago
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🚨 **FREE LIVE WEBINAR — TODAY**

Thinking about joining my **30-Day Hands-On DevOps Cohort**?

Join this free webinar and see exactly how the cohort works before you decide.

We’ll cover:
→ Real DevOps tickets
→ Production-style incidents
→ Azure infrastructure
→ Terraform & CI/CD
→ Troubleshooting and debugging
→ Live reviews and how the 30 days are structured

This is **not a beginner DevOps course**. It’s designed for people who already know the basics and want more hands-on, production-style experience.

🎟️ **Free registration**

🔗 **Link in bio**

#DevOps #Azure #Terraform #CICD #CloudEngineering DevOpsEngineer by @learnwithdevopsengineer
3
14 days ago
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Everyone is building AI agents.

But here's the question nobody talks about enough:

Where do these agents actually run when they can execute commands, access files, call APIs, use credentials and interact with cloud infrastructure?

This is where AI becomes a DevOps problem.

Agents need isolated execution environments, controlled network access, identity, permissions and proper security boundaries.

Building the agent is one problem.

Running it safely in production is another.

#AIAgents #DevOps #AIInfrastructure #CloudEngineering #PlatformEngineering CloudSecurity Kubernetes by @learnwithdevopsengineer
0
15 days ago
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These Azure Storage checkboxes look small, but they can create serious security risks.

Anonymous access and storage account key access may feel convenient while building, but in real Azure projects you need to understand exactly what you are enabling and why.

Before clicking Next in Azure Storage, check your access settings, public access, account keys, identity, and RBAC permissions.

Cloud security starts with the small decisions.

#Azure #AzureStorage #AzureBlobStorage #CloudSecurity #DevOps AzureSecurity CloudEngineering RBAC ManagedIdentity AzureProject DevOpsInterview by @learnwithdevopsengineer
1
18 days ago
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