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Mustafa ERBAY

Cloud, system architecture and DevOps from the trenches. Original blog at mustafaerbay.com.tr

Location İstanbul, Türkiye Joined Joined on  Personal website https://mustafaerbay.com.tr github website

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Senior software & infrastructure engineer

Working Two Jobs Simultaneously: Smart Move or Ethical Breach?

Working Two Jobs Simultaneously: Smart Move or Ethical Breach?

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4 min read

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Run Your Own LLM with Ollama: Local AI Setup in 5 Steps

Run Your Own LLM with Ollama: Local AI Setup in 5 Steps

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5 min read
Is Open Source Sustainable?

Is Open Source Sustainable?

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5 min read
Thinking Beyond the Cloud: 5 Self-Hosting Skills That Make

Thinking Beyond the Cloud: 5 Self-Hosting Skills That Make

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10 min read
Where Does Knowledge Come From in the Age of AI?

Where Does Knowledge Come From in the Age of AI?

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5 min read
You Think AI Speeds You Up by 24%; It Actually Slows You Down by 19%

You Think AI Speeds You Up by 24%; It Actually Slows You Down by 19%

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7 min read
Set Up Your Own ChatGPT: Ollama + Open WebUI for Data That Never

Set Up Your Own ChatGPT: Ollama + Open WebUI for Data That Never

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10 min read
AI Deleted Production Database in 9 Seconds: Why You Shouldn't Trust

AI Deleted Production Database in 9 Seconds: Why You Shouldn't Trust

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7 min read
I Locked Up the Server Because of Docker: A Lesson in Trust and

I Locked Up the Server Because of Docker: A Lesson in Trust and

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4 min read
Mobile Offline-First Sync: Expectations vs. Realities

Mobile Offline-First Sync: Expectations vs. Realities

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7 min read
The Bitter Truths of Building a Social Network

The Bitter Truths of Building a Social Network

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4 min read
Monolith vs. Modular Monolith: An Indie Hacker's Choice

Monolith vs. Modular Monolith: An Indie Hacker's Choice

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10 min read
Why I Love Centralized Architectures?

Why I Love Centralized Architectures?

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4 min read
Switch Hardening: Is the Same Level of Detail Necessary for Every

Switch Hardening: Is the Same Level of Detail Necessary for Every

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7 min read
Building Your Own Platform vs. Using a Ready-Made Solution: Lessons

Building Your Own Platform vs. Using a Ready-Made Solution: Lessons

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4 min read
Log Level Decisions: The Anatomy of DEBUG, INFO, and ERROR Strategies

Log Level Decisions: The Anatomy of DEBUG, INFO, and ERROR Strategies

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11 min read
Your Own Push System Instead of FCM/APNs: When Is It Necessary?

Your Own Push System Instead of FCM/APNs: When Is It Necessary?

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9 min read
One VPS Is Enough: Why More Is Usually a Waste of Resources?

One VPS Is Enough: Why More Is Usually a Waste of Resources?

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3 min read
Things AI Still Can't Do: A Look Through 20 Years of Experience

Things AI Still Can't Do: A Look Through 20 Years of Experience

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4 min read
What Happened After My Mastodon Account Was Suspended?

What Happened After My Mastodon Account Was Suspended?

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3 min read
API Versioning Choices: Advantages and Disadvantages of 3 Approaches

API Versioning Choices: Advantages and Disadvantages of 3 Approaches

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9 min read
AI Prompt Security: Is the Same Protection Necessary for Every

AI Prompt Security: Is the Same Protection Necessary for Every

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10 min read
AI Won't Make Us Unemployed, But...

AI Won't Make Us Unemployed, But...

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3 min read
Zero-Trust Architecture: The New Cost of Security

Zero-Trust Architecture: The New Cost of Security

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7 min read
Managing Cardinality Explosion in Observability in 3 Steps

Managing Cardinality Explosion in Observability in 3 Steps

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7 min read
The Anatomy of ERP Module Integration: Its Impact on Side Projects

The Anatomy of ERP Module Integration: Its Impact on Side Projects

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8 min read
Bootstrap Deadlock: When the DC Needs the Cluster That Needs It

Bootstrap Deadlock: When the DC Needs the Cluster That Needs It

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6 min read
The Anatomy of ERP Master Data Management: A Guide

The Anatomy of ERP Master Data Management: A Guide

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8 min read
Database WAL Bloat: How to Overcome the Performance Trap?

Database WAL Bloat: How to Overcome the Performance Trap?

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11 min read
Vector Databases in AI Projects: Are They Really Necessary?

Vector Databases in AI Projects: Are They Really Necessary?

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7 min read
The First Thing I Look for When Hiring: Talent or Fit?

The First Thing I Look for When Hiring: Talent or Fit?

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4 min read
Local Build Cache vs Remote: Cost Balance in CI/CD Speed

Local Build Cache vs Remote: Cost Balance in CI/CD Speed

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7 min read
The Only Rule That Hasn't Changed in 20 Years: Real Experience

The Only Rule That Hasn't Changed in 20 Years: Real Experience

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3 min read
5 Tactics to Reduce On-Call Stress in Distributed Systems

5 Tactics to Reduce On-Call Stress in Distributed Systems

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8 min read
The Biggest Lie in the Software World: 'Perfect Code' or Real Success…

The Biggest Lie in the Software World: 'Perfect Code' or Real Success…

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3 min read
AI Agent Tool-Use Architecture: Limitations and Cost Analysis

AI Agent Tool-Use Architecture: Limitations and Cost Analysis

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7 min read
As a System Architect, I Wish I Had Learned This Sooner

As a System Architect, I Wish I Had Learned This Sooner

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3 min read
Managing ERP Bill of Materials Denormalization in 3 Steps

Managing ERP Bill of Materials Denormalization in 3 Steps

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7 min read
20 Years in IT. Here's What I Still Don't Know

20 Years in IT. Here's What I Still Don't Know

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5 min read
Dependency Security in CI/CD: 3 Practical Cost Analyses

Dependency Security in CI/CD: 3 Practical Cost Analyses

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7 min read
The Cost of Idempotency in Distributed Systems: Why It Matters and

The Cost of Idempotency in Distributed Systems: Why It Matters and

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9 min read
The Hidden Costs of Distributed Lock Alternatives and Their Impact on

The Hidden Costs of Distributed Lock Alternatives and Their Impact on

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11 min read
The Most Interesting Problem I Solved This Week

The Most Interesting Problem I Solved This Week

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3 min read
Mobile Push Notifications: Cost-Benefit Balance in Side Projects

Mobile Push Notifications: Cost-Benefit Balance in Side Projects

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12 min read
What Stole Most of My Time This Week?

What Stole Most of My Time This Week?

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3 min read
ERP Standardization and the Loss of Flexibility in Side Products: A

ERP Standardization and the Loss of Flexibility in Side Products: A

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10 min read
Which Technology Did I Trash This Week?

Which Technology Did I Trash This Week?

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4 min read
Switch Hardening: A Time Waste for Side Projects, or Smart…

Switch Hardening: A Time Waste for Side Projects, or Smart…

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8 min read
What Did I Break This Week? The Hard Road of Experience

What Did I Break This Week? The Hard Road of Experience

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4 min read
Eventual Consistency in Distributed Systems: Realities and

Eventual Consistency in Distributed Systems: Realities and

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5 min read
Writing Code Is Now The Easiest Part

Writing Code Is Now The Easiest Part

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3 min read
RAG Retrieval Quality: Are Large Language Models Always Necessary?

RAG Retrieval Quality: Are Large Language Models Always Necessary?

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7 min read
Does GitHub Copilot Make Developers Lazy? My Perspective

Does GitHub Copilot Make Developers Lazy? My Perspective

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4 min read
Multi-tenant Architecture: A Trap for Side Projects?

Multi-tenant Architecture: A Trap for Side Projects?

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6 min read
Kubernetes Is Not For Everyone: A Look With 20 Years of Experience

Kubernetes Is Not For Everyone: A Look With 20 Years of Experience

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3 min read
Idempotency in Distributed Systems: Even If You Process Multiple

Idempotency in Distributed Systems: Even If You Process Multiple

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9 min read
Is Software Engineering Dead?

Is Software Engineering Dead?

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5 min read
Choosing a Deploy Strategy in CI/CD Pipeline Optimization

Choosing a Deploy Strategy in CI/CD Pipeline Optimization

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9 min read
Distributed Lock Alternatives: Which One to Use in Which Scenario?

Distributed Lock Alternatives: Which One to Use in Which Scenario?

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7 min read
Mobile App Size: 3 Priorities from an Indie Hacker's Perspective

Mobile App Size: 3 Priorities from an Indie Hacker's Perspective

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6 min read
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