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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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Showing 5 of 11
20262 essays
01
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
02
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
03
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
04
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
05
AI's 'Chat' Obsession is Ending: The Future Will Be Shaped by 'Generative UI'
Generative UI·Oct 30, 2025·5 min read

AI's 'Chat' Obsession is Ending: The Future Will Be Shaped by 'Generative UI'

It's time to move beyond text walls to a truly 'user-friendly' and action-oriented experience.

UXArtificial IntelligenceUser Experience
Oct 30
2025
Onat
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