I.
An agent is an opinion, not a chatbot.
Every agent ships with a tight system prompt and a strict output shape. Vague replies are a bug, not a feature.
Colophon
About the workshop.
AI World with Sami is a hand-tuned atelier of eight specialized agents. Each one is a small, opinionated worker — a sharp prompt, a defined output shape, and a house style.
II.
Cite or be quiet.
Search-class agents must end with sources. Researchers must footnote. Writers may riff.
III.
Streaming is the work.
Tokens land on the page as they arrive. The waiting is the experience.
IV.
Eight is enough.
Adding the ninth is easy. Resisting it — that's the discipline.
How it works
One route, eight voices.
All eight agents run through the same /api/agent endpoint. Each is just a system prompt + metadata. Tokens stream from OpenAI directly into your browser. No login required.
- · Next.js 14 App Router
- · OpenAI Chat Completions (streamed)
- · Optional BetterAuth + Neon Postgres for saved chats
- · No tracking, no fluff