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Insights and stories about AI, technology, and innovation

I rewrote this app from scratch. Again.

I rewrote this app from scratch. Again.

4 min

The first version was a progressive web app. But I decided the best way to fix certain things was to chart the right course from the very beginning.

Onat Vural
Onat Vural
MCP Wasn't Enough, So We Built a CLI: Why the Command Line Is Still the Right Choice for AI Agents

MCP Wasn't Enough, So We Built a CLI: Why the Command Line Is Still the Right Choice for AI Agents

7 min

After our 587-star Yargı MCP, why did we build a CLI too? Because the real language AI agents use to talk to the world isn't protocols — it's the command line.

Said Sürücü
Said Sürücü
The White Collar's Last Two Years

The White Collar's Last Two Years

7 min

If your job involves staring at a screen for 8 hours a day, there's a good chance you won't be doing it two years from now.

Onat Vural
Onat Vural
Borsacı: Six Agents, One Collective Intelligence — Autonomous System Analyzing Turkish Finance

Borsacı: Six Agents, One Collective Intelligence — Autonomous System Analyzing Turkish Finance

11 min

An autonomous financial analysis platform built on multi-agent AI architecture designed for Turkish financial markets. Achieving 50-70% performance improvement through parallel task execution.

Said Sürücü
Said Sürücü
The Memory Problem: Why Most AI Experiences Feel Hollow

The Memory Problem: Why Most AI Experiences Feel Hollow

6 min

The fundamental challenge preventing AI from becoming truly useful in our daily lives—and how we solved it.

Onat Vural
Onat Vural
What is MCP?

What is MCP?

5 min

Discover how Model Context Protocol (MCP) enables AI to securely access your company data.

Said Sürücü
Said Sürücü
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