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Role & Persona Prompting: From Expert Hats to Synthetic Minds
ai-engineering

Role & Persona Prompting: From Expert Hats to Synthetic Minds

I've spent months testing every prompt engineering trick I could
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Murat Akdeniz
Why Raw Web Scrapes Ruin Your RAG Context Windows (And How to Fix It)
ai-engineering

Why Raw Web Scrapes Ruin Your RAG Context Windows (And How to Fix It)

I used to think the solution to every RAG problem was just
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Murat Akdeniz
Why Left-to-Right Reasoning Is Holding LLMs Back: Inside Tree-of-Thoughts
ai-engineering

Why Left-to-Right Reasoning Is Holding LLMs Back: Inside Tree-of-Thoughts

I used to think Chain-of-Thought prompting was the ceiling of what structured
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Murat Akdeniz
Chain-of-Thought Prompting: How a Simple Phrase Unlocks LLM Reasoning
ai-engineering

Chain-of-Thought Prompting: How a Simple Phrase Unlocks LLM Reasoning

I used to think language models just needed bigger context windows to
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Murat Akdeniz
Zero-Shot vs Few-Shot Prompting: The Complete Decision Framework
ai-engineering

Zero-Shot vs Few-Shot Prompting: The Complete Decision Framework

I remember the first time I tried to get an LLM to
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Murat Akdeniz
MCP Explained: The USB-C Port for AI That Changes Everything About How Models Connect to the Real World
tech-architecture

MCP Explained: The USB-C Port for AI That Changes Everything About How Models Connect to the Real World

I've been watching the AI ecosystem scramble to connect language
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Murat Akdeniz
Scaling PPR Beyond Vercel: How the Resume Protocol Turns CDN + Origin Into a Single Stream
tech-architecture

Scaling PPR Beyond Vercel: How the Resume Protocol Turns CDN + Origin Into a Single Stream

I spent weeks trying to make Next.js Partial Prerendering work on
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Murat Akdeniz
React's <Activity> API: How It Silently Preserves State Across Client-Side Navigation
tech-architecture

React's <Activity> API: How It Silently Preserves State Across Client-Side Navigation

For years, I accepted the React dogma that unmounting a component was
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Murat Akdeniz
Next.js 16 Best Practices: The Definitive Guide to App Router, PPR, and Modern Architecture
tech-architecture

Next.js 16 Best Practices: The Definitive Guide to App Router, PPR, and Modern Architecture

I've spent the last few months rebuilding projects on Next.
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Murat Akdeniz
Goose Review: The Model-Agnostic AI Agent That Trades Raw Power for Unmatched Flexibility
ai-engineering

Goose Review: The Model-Agnostic AI Agent That Trades Raw Power for Unmatched Flexibility

I've spent weeks running Goose head-to-head against Claude Code and
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Murat Akdeniz
Deploying Laravel on Coolify with Nixpacks: The Complete Production Blueprint
tech-architecture

Deploying Laravel on Coolify with Nixpacks: The Complete Production Blueprint

I've deployed more Laravel apps than I can count, and
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Murat Akdeniz
The 2026 SEO Playbook: What Actually Works Now That AI Flooded the Internet
tech-architecture

The 2026 SEO Playbook: What Actually Works Now That AI Flooded the Internet

Everyone told me that scaling AI-generated content would be the SEO cheat
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Murat Akdeniz
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