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Mustafa ERBAY profile picture

Mustafa ERBAY

System architect with 20+ years in infrastructure. Building burncpu.com — an open-source social network. Personal blog: mustafaerbay.com.tr · EN/TR.

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

Work

System architect · DevOps · Open-source builder

RAG Chunking Test: The Right Chunk Size for Turkish Documents

RAG Chunking Test: The Right Chunk Size for Turkish Documents

1
Comments
11 min read

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Setting Up SLSA Provenance and GitHub Artifact Attestations

Setting Up SLSA Provenance and GitHub Artifact Attestations

1
Comments
8 min read
pgvector HNSW Index Tuning: Balancing Recall and Memory

pgvector HNSW Index Tuning: Balancing Recall and Memory

1
Comments
6 min read
Migrating to Valkey: Safely Testing Redis Compatibility

Migrating to Valkey: Safely Testing Redis Compatibility

1
Comments
6 min read
Collaborative Attack Defense for Homelab Services with CrowdSec

Collaborative Attack Defense for Homelab Services with CrowdSec

2
Comments
8 min read
AI Agent Observability: Tracing, Cost, and Tool Error Monitoring

AI Agent Observability: Tracing, Cost, and Tool Error Monitoring

5
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10 min read
PostgreSQL 18 Async I/O: What Changes in Real Workloads?

PostgreSQL 18 Async I/O: What Changes in Real Workloads?

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11 min read
Single Sign-On for Self-Hosted Services with Authentik

Single Sign-On for Self-Hosted Services with Authentik

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12 min read
AI Agent Sandbox: Restricting Shell and File Access

AI Agent Sandbox: Restricting Shell and File Access

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13 min read
Preventing Secret Leaks in AI Code Agents

Preventing Secret Leaks in AI Code Agents

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8 min read
Setting Up Your Own Git and CI Platform with Forgejo Actions

Setting Up Your Own Git and CI Platform with Forgejo Actions

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Comments
12 min read
OpenBao vs. HashiCorp Vault: Self-Hosted Secret Management

OpenBao vs. HashiCorp Vault: Self-Hosted Secret Management

1
Comments
9 min read
AI Agent Evals: Setting Up a Test Harness to Measure Success

AI Agent Evals: Setting Up a Test Harness to Measure Success

6
Comments
8 min read
AI Code Review: Safely Merging AI-Generated Patches

AI Code Review: Safely Merging AI-Generated Patches

2
Comments
11 min read
Transitioning from Python to Rust or Go: For Which Workload?

Transitioning from Python to Rust or Go: For Which Workload?

3
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8 min read
Everyone Designs the Happy Path. Production Happens at 3 AM.

Everyone Designs the Happy Path. Production Happens at 3 AM.

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Comments 2
6 min read
OpenTelemetry Zero-Code Instrumentation: Getting Started with eBPF

OpenTelemetry Zero-Code Instrumentation: Getting Started with eBPF

1
Comments
9 min read
Stirling PDF Setup: Process Documents Without Uploading to the Cloud

Stirling PDF Setup: Process Documents Without Uploading to the Cloud

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Comments 3
11 min read
TypeScript's Rise in 2026: The Impact of AI Code Generation

TypeScript's Rise in 2026: The Impact of AI Code Generation

2
Comments
7 min read
AI Agent Memory: Short-Term and Long-Term Memory Design

AI Agent Memory: Short-Term and Long-Term Memory Design

1
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6 min read
MCP Tool Poisoning: Securely Verifying Tool Definitions

MCP Tool Poisoning: Securely Verifying Tool Definitions

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9 min read
Actual Budget Setup: Self-Host Your Financial Data

Actual Budget Setup: Self-Host Your Financial Data

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9 min read
Cilium Gateway API: A Migration Guide from Ingress

Cilium Gateway API: A Migration Guide from Ingress

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9 min read
OAuth and Least Privilege Authorization in MCP Servers

OAuth and Least Privilege Authorization in MCP Servers

6
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10 min read
A2A vs. MCP: Which One Where in Agent Integration?

A2A vs. MCP: Which One Where in Agent Integration?

2
Comments
8 min read
Secure Node Consolidation with Karpenter Disruption Budget

Secure Node Consolidation with Karpenter Disruption Budget

1
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7 min read
The AI Agent Teamwork Problem: Why Is Productivity Individual?

The AI Agent Teamwork Problem: Why Is Productivity Individual?

1
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8 min read
AI Agent Security: Threat Modeling with OWASP Agentic Top 10

AI Agent Security: Threat Modeling with OWASP Agentic Top 10

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6 min read
Local Camera Analysis with Frigate NVR and Coral TPU

Local Camera Analysis with Frigate NVR and Coral TPU

1
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14 min read
Visibility in Google AI Mode: A GEO Guide for Technical Blogs

Visibility in Google AI Mode: A GEO Guide for Technical Blogs

1
Comments
9 min read
Local AI Models in the Homelab: The Cost of Control

Local AI Models in the Homelab: The Cost of Control

1
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9 min read
Social Media and Messaging: Why Our Perception of Privacy Differs?

Social Media and Messaging: Why Our Perception of Privacy Differs?

1
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6 min read
4 Steps for Junior Developers to Stand Out in the AI Era

4 Steps for Junior Developers to Stand Out in the AI Era

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12 min read
Constant AI Use: Is It Reducing Real Productivity?

Constant AI Use: Is It Reducing Real Productivity?

1
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6 min read
Corporate Career or Indie Hacker: Which is More?

Corporate Career or Indie Hacker: Which is More?

1
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10 min read
Cloudflare Tunnel: Easy Security or Centralized Dependency?

Cloudflare Tunnel: Easy Security or Centralized Dependency?

2
Comments
8 min read
Homelab Network Security: Risks Posed by Default Settings

Homelab Network Security: Risks Posed by Default Settings

1
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6 min read
AI Code Completion with Local LLM: Install Ollama in 5 Steps

AI Code Completion with Local LLM: Install Ollama in 5 Steps

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7 min read
The Pressure of Continuous Learning: Why It's Draining in a Software

The Pressure of Continuous Learning: Why It's Draining in a Software

1
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8 min read
Immich Installation: Create Your Own Photo Cloud in 4 Steps

Immich Installation: Create Your Own Photo Cloud in 4 Steps

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12 min read
The Security Cost of Open Source Dependencies: Its Reflection

The Security Cost of Open Source Dependencies: Its Reflection

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7 min read
Data Backup in Self-Hosting: Against Unexpected Problems

Data Backup in Self-Hosting: Against Unexpected Problems

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9 min read
Acquiring New Software Skills in 5 Steps with AI Tools

Acquiring New Software Skills in 5 Steps with AI Tools

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6 min read
AI-Powered Editors: Real Productivity or Flow-Breaking Speed?

AI-Powered Editors: Real Productivity or Flow-Breaking Speed?

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8 min read
Pi-hole and Browser Extensions: 3 Practical Choices for Ad Blocking

Pi-hole and Browser Extensions: 3 Practical Choices for Ad Blocking

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12 min read
Self-hosting Software Updates: The Price of Stability for Security

Self-hosting Software Updates: The Price of Stability for Security

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6 min read
AI Content Flow: The Fundamentals of Decision Fatigue

AI Content Flow: The Fundamentals of Decision Fatigue

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6 min read
Certification vs. Real Projects in a Developer's Career: A 3-Step

Certification vs. Real Projects in a Developer's Career: A 3-Step

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8 min read
Cloudflare Tunnel vs Reverse Proxy: Ways to Access Self-Hosted

Cloudflare Tunnel vs Reverse Proxy: Ways to Access Self-Hosted

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11 min read
Homelab in a Home Environment: 3 Challenging Realities for Harmony

Homelab in a Home Environment: 3 Challenging Realities for Harmony

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8 min read
Secure DNS: The Trade-off of Privacy for Performance

Secure DNS: The Trade-off of Privacy for Performance

3
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9 min read
AI-Assisted Development: Atrophy of Core Skills

AI-Assisted Development: Atrophy of Core Skills

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9 min read
The Role of Docker Compose in the Self-Hosting Ecosystem

The Role of Docker Compose in the Self-Hosting Ecosystem

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7 min read
Local LLM vs. Cloud AI: The Price of Privacy and Control

Local LLM vs. Cloud AI: The Price of Privacy and Control

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Comments 2
8 min read
3 Criteria for Choosing Open Source Self-Hosted Applications

3 Criteria for Choosing Open Source Self-Hosted Applications

2
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9 min read
Homelab: The Cost of Career Focus Dispersion

Homelab: The Cost of Career Focus Dispersion

2
Comments
7 min read
AI-Generated Code: Anatomy of Security Vulnerabilities and the Cost

AI-Generated Code: Anatomy of Security Vulnerabilities and the Cost

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6 min read
Optimizing Your LinkedIn Profile for Remote Jobs in 5 Steps

Optimizing Your LinkedIn Profile for Remote Jobs in 5 Steps

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8 min read
Self-Hosted CI/CD vs. Cloud Solutions: Which is Better

Self-Hosted CI/CD vs. Cloud Solutions: Which is Better

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11 min read
Leaving the Google Ecosystem: The 3 Practical Costs of Privacy

Leaving the Google Ecosystem: The 3 Practical Costs of Privacy

2
Comments
7 min read
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