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The blog · 11 essays · Updated Mar 31, 2026

The reading room.

A working journal from the studio. Essays on AI, agents, retrieval, and the considered work in between — written by the people doing it.

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20263 essays
01
I rewrote this app from scratch. Again.VIDEO
Claude Agent SDK·Mar 31, 2026·4 min read

I rewrote this app from scratch. Again.

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.

Software DevelopmentAIIndie Hacking
Mar 31
2026
Onat
02
MCP Wasn't Enough, So We Built a CLI: Why the Command Line Is Still the Right Choice for AI Agents
CLI·Mar 13, 2026·7 min read

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

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.

AIMCPAI AgentsLegal Tech
Mar 13
2026
Said
03
The White Collar's Last Two Years
AI·Feb 13, 2026·7 min read

The White Collar's Last Two Years

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.

Future of WorkBusinessAgentic AI
Feb 13
2026
Onat
20253 essays
04
Borsacı: Six Agents, One Collective Intelligence — Autonomous System Analyzing Turkish Finance
AI·Nov 13, 2025·11 min read

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

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.

Multi-AgentFinanceArchitecture
Nov 13
2025
Said
05
The Memory Problem: Why Most AI Experiences Feel Hollow
AI·Nov 9, 2025·6 min read

The Memory Problem: Why Most AI Experiences Feel Hollow

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

UXMemoryArchitecture
Nov 9
2025
Onat
06
What is MCP?
MCP·Sep 10, 2025·5 min read

What is MCP?

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

AIIntegrationTechnology
Sep 10
2025
Said
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