Latest articles and technical content from the world of AI, infrastructure, DevOps, and technology.
Millions of people are building software with AI. Most can't get past localhost. As someone who has managed production systems for 20 years, I built a platform in 45 days to close that gap. This is that story.
LLM agents have no memory. Every conversation starts from zero. We translated Kahneman, Ebbinghaus, and McClelland's cognitive models into a production memory architecture.
You might rank #1 on Google while AI assistants ignore you completely. The shift from SEO to AIO has begun. One file, 30 minutes, AI discoverability.
Lao Tzu was right: "A journey of a thousand miles begins with a single step." Life is an infinite corridor with closed doors—most aren't locked. The question is whether you'll try them.
I haven't engaged with social media in a long time. I'm not missing anything. In fact, I'm producing more than I have in years.
I work with Sinem from İzmir for investment strategy, and Damla from California for marketing. None of us are each other's "employees." This is the future of work.
In 2002, I built a video streaming system before YouTube existed. I couldn't commercialize it—because bandwidth in Turkey was astronomically expensive. 20 years later, the same structural problem persists.
AI didn't kill coding—it handed the keys to domain experts. The abstraction journey from punch cards to natural language, and the 10,000-hour barrier dropping to 100.
When I reduced a 30-second query to 0.2 seconds on an e-commerce site in 2004, I learned the power of database indexing firsthand. I've seen the same lesson in every project since.
Scribes lost to the printing press, print lost to the internet, and now the internet transforms with AI. Each revolution eliminates intermediaries and empowers individuals. Solo entrepreneurship lessons from the plugged.in experience.