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Posts in "Ai"

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The Cog in the Machine: Self-Improving AI and the Quest for AGI
Ertaç Paprat

Ertaç Paprat

June 23, 2025

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5 min read

The Cog in the Machine: Self-Improving AI and the Quest for AGI

A deep dive into how AI models from OpenAI, DeepMind, Anthropic, and others are using automatic coding, Neural Architecture Search (NAS), and recursive self-improvement to accelerate the global race toward AGI.

AI Machine Learning Software Development
The Teen Code: How Youth Behavior Patterns Animate Unicorn Startups
Ertaç Paprat

Ertaç Paprat

June 15, 2025

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5 min read

The Teen Code: How Youth Behavior Patterns Animate Unicorn Startups

An exploration of how teen-driven platform evolution—from mIRC to TikTok—shapes the next generation of billion-dollar companies through distinct behavioral blueprints.

Entrepreneurship Product Development AI
Advanced AI-Driven Development with Cursor: A Comprehensive Guide
Ertaç Paprat

Ertaç Paprat

June 4, 2025

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14 min read

Advanced AI-Driven Development with Cursor: A Comprehensive Guide

Learn to build robust AI-assisted coding workflows with Cursor's planning, .cursor/rules/*.mdc, incremental Edit-Test loops, and advanced features without getting overwhelmed.

Software Development AI Productivity Developer Tools
The Role of Claude Code and Cursor Integration Among LLMs: A Comparative Analysis of Claude Sonnet and Gemini
Ertaç Paprat

Ertaç Paprat

June 2, 2025

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12 min read

The Role of Claude Code and Cursor Integration Among LLMs: A Comparative Analysis of Claude Sonnet and Gemini

A deep dive into how Claude Code's integration with Cursor IDE stacks up against Claude Sonnet and Google Gemini, with performance metrics, real-world examples, and practical guidance for software developers.

Software Development AI Machine Learning
Rethinking Coding Agents: Marrying RAG and Agentic Intelligence for True Context Mastery
Ertaç Paprat

Ertaç Paprat

May 20, 2025

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9 min read

Rethinking Coding Agents: Marrying RAG and Agentic Intelligence for True Context Mastery

Moving beyond simple code generation, this post explores how combining Retrieval Augmented Generation (RAG) with agentic AI behaviors can create more context-aware and capable coding assistants that truly understand your project.

Software Development AI Machine Learning
What Should You Focus On When Vibe Coding
Ertaç Paprat

Ertaç Paprat

May 18, 2025

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5 min read

What Should You Focus On When Vibe Coding

Discover core principles, techniques, and environment tweaks to ensure your AI-powered vibe coding sessions are productive, creative, and enjoyable.

Software Development AI Productivity
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