Notes from the lab.

Personal agents are about to act for people at companies. What the new Personal Agent Protocol asks of a company, what we built on the Turkish Airlines MCP server in a test environment, and the decisions that mattered.

Listen · 13 min

How turkishairlines.com, ajet.com and this site hand AI agents structured tools instead of pages to scrape, what WebMCP is today, and what I learned wiring it up.

A decade of offers and orders gave airlines a new foundation. By 2030 the winners will be decided after the sale, by who can service a customer fastest and who owns the interface where that customer starts.

Listen · 8 min · Watch · 8 min

Turkish Airlines became the first airline in Anthropic's Claude connector directory, and the same server already powered our ChatGPT app. What that proves about distribution.

Listen · 2 min

A production guide in three phases: what MCP Apps is, how to build and deploy one, and the unglamorous path to actually getting listed.

Talk at AWS Twin Strikers: AI & Cloud, Istanbul · Listen · 4 min

Why airlines must own their AI presence: the thesis behind Turkish Airlines' journey into agentic travel.

Keynote at Future of Aviation 2026, Helsinki · Listen · 4 min

Where offers and orders stand, why servicing capability and interface ownership will decide the winners, how AI is reshaping support and distribution, and lessons for transfer-hub carriers.

Report · 39 min read · Listen · 58 min