Blog · Field notes from the brain

Notes on running companies with one mind.

Essays, build logs and field notes from the team building Qualia. Operator-grade writing. No thought-leadership.

Case study 2026 · 09 · 14

How Hatay Surf Center Organized Its Knowledge to Spend More Time With Young People

Student records, field plans, volunteer coordination and donor conversations in one shared memory — so the team spends less time on admin and more time on the shore.

By Doğan Turan·6 min readRead →
Buyer's guide 2026 · 08 · 13

The AI Employee Buyer's Guide (2026): 8 Questions to Ask Before You Hire

Ownership, memory, actions, failure modes, custom roles, pricing, security, references. The eight questions that separate real AI hires from assistants in branding.

By Doğan Turan·9 min readRead →
Positioning 2026 · 08 · 04

Not a Tool, Not a Chatbot, Not an Assistant: What an AI Hire Actually Is

Ownership, memory that survives, autonomy across your tools. The four-column test that tells a tool, a chatbot, an assistant, and an AI hire apart in 30 seconds.

By Doğan Turan·8 min readRead →
Field note 2026 · 07 · 27

How We Run 12 Apps With 5 People: Our Weekly Operating Cadence

The weekly loop a five-person team uses to run twelve live apps: triage, decision records, cross-product context, portfolio review, and a Friday kill list.

By Doğan Turan·8 min readRead →
Comparison 2026 · 07 · 27

AI Chief of Staff vs AI COO: Assisting a Person vs Running the Operation

A chief of staff optimizes one leader's day. An AI COO runs the whole operation across your portfolio. The core split and when each fits.

By Doğan Turan·8 min readRead →
Comparison 2026 · 07 · 20

Company Memory vs Company Brain: Why Storing the Why Is Not Enough

Memory answers when you ask. A brain makes the next move on its own. Where an AI COO sits and why capturing the why is not enough.

By Doğan Turan·7 min readRead →
Guide 2026 · 07 · 13

Portfolio Operations: How to Run 3 to 20 Live Products as One Operation

Portfolio operations means running 3 to 20 live games or apps as one operation. The mechanics, the cadence, and how an AI COO runs it day to day.

By Doğan Turan·8 min readRead →
Comparison 2026 · 07 · 07

AI COO vs AI Agent Frameworks: What Actually Runs Your Portfolio

Frameworks execute tasks you define. An AI COO decides the next move, holds the memory of why, and orchestrates agents across every product.

By Doğan Turan·7 min readRead →
Field note 2026 · 06 · 29

The unwritten playbook of running 12 apps with 5 people

Five failure modes that break single-product playbooks at scale.

By Doğan Turan·8 min readRead →