Career
Homelab: The Unexpected Time Cost of Career Development
The allure of setting up a homelab and the learning opportunities it offers are significant. But how to balance this passion with its hidden time cost on.
Blog
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Life
Why AI Tools in Personal Knowledge Management Aren't Delivering?
We delve into the technical reasons why AI and RAG systems fail in Personal Knowledge Management (PKM) processes, exploring context loss and local solutions.
Life
Why is 'Hustle Culture' Overhyped in a Developer's Career?
Exploring why the pressure of 'hustle culture' in a developer's career is often exaggerated, discussing realistic approaches for a sustainable career, and.
Technology
AI-Powered Code Generation from Specs: A 5-Step Efficiency and Cost
I'm examining the process of generating code from technical specifications using AI, along with an efficiency and cost analysis, in 5 steps. From detailed spec.
Life
Choosing AI Models: The Anatomy of Deciding on the Right Tool
I examine the practical challenges, costs, performance, and strategic decisions involved in selecting AI models, drawing from Mustafa Erbay's experiences.
Technology
Self-Hosted Application Updates: Balancing Automation and Stability
The challenges, trade-offs, and practical strategies for automating update processes and maintaining operational stability in self-hosted applications.
Career
Penetration Testing Knowledge in a Developer's Career: 5 Cost-Benefit
I examine 5 important cost-benefit balances that penetration testing knowledge adds to a developer's career, based on my own experiences.
Life
AI Assistants: Will They Really Be Enough for Everything?
Exploring the place of AI assistants in our daily workflows and lives, their current limitations, and future potential, based on my own experiences…
Life
Salary Negotiation in Global Remote Jobs: 4 Practical Tips
I'm sharing 4 practical tips from my experience on what to consider when negotiating salary in global remote jobs. Knowing your worth and using the right.
Tutorials
Self-Hosted VPN vs. Commercial Solutions: The Cost Anatomy of Security
We examine the true costs, operational burdens, and architectural differences of self-hosted VPN solutions versus commercial ZTNA/VPN alternatives.
Life
Password Managers: 3 Security Differences Between Open Source vs.
Mustafa Erbay discusses the fundamental security differences between open-source and commercial password managers, focusing on data storage, auditing, and.
Life
AI-Powered Coding: Why the Productivity Promise is Overhyped?
We examine the real productivity impact of AI assistants in software development, along with overlooked costs and technical debt, based on field experience.
Career
Earning Technical Certifications in 5 Steps with AI Tools
Learn how to earn technical certifications faster, more efficiently, and more effectively in 5 steps with the help of AI tools. Tips from experience.
Technology
Data Backup in Self-Hosted Services: Risks and Practical Solutions
Exploring data backup strategies for self-hosted services, common risks, and practical solutions based on my own experiences.
Life
Corporate Career vs. Indie Hacker: An Anatomy of Freedom and Its Costs
For those torn between the security of a corporate structure and the freedom of being an indie hacker, I explore the advantages and disadvantages of both.
Career
How Do AI Tools Affect True Expertise in Software Development?
How are AI tools transforming software development expertise? Mustafa Erbay discusses the shift from rote knowledge to problem-solving and deep thinking…
Life
4 Methods to Avoid the Time Trap When Self-Hosting
4 practical methods explaining how you can use your time more efficiently and avoid unnecessary workload when managing your own servers.
Technology
The Evolution and Atrophy of Developer Skills in the Age of AI
How are AI coding tools changing developer skills? Which skills are atrophying, and which are becoming more prominent? An in-depth look from Mustafa Erbay…
Career
The Price of Professional Visibility on Personal Data Security
How to protect your personal data while gaining professional visibility for your career, and how to strike this balance. Mustafa Erbay...
Tutorials
AI-Generated Test Code: Does it Ensure Comprehensive Security?
How successful are AI tools in generating test code? In this article, we delve into the security of AI-assisted test code and why the human touch remains.
Technology
Local LLMs (Ollama): Why They Don't Always Deliver as Expected
While local LLMs (Ollama) seem appealing, they often fall short of expectations due to hardware limitations, model size, context window, and integration.
Tutorials
Technical Leadership vs. Managerial Leadership: Chart Your Career Path
I've always wondered how to chart my career path between technical and managerial leadership. In this post, drawing from my own experiences, I will explore.
Life
AI Voice Scams: Observed Threats and the Cost of Protection
Exploring the growing threats of AI voice scams, the scenarios I've observed, and the technical and social measures that can be taken to protect against these.
Tutorials
Better Results from AI: Fundamentals of Prompt Engineering
The key to getting more effective and consistent results from AI models. Learn the fundamental principles and advanced techniques of prompt engineering from my.