Story: deploy an agent from the console, no terminal
A browser-only build — connect a project, deploy an agent with a Python tool, chat with it, publish it, and put a key on the door. Nothing but the console.
Story: deploy an API from the CLI, end to end
From an empty directory to a rate-limited, key-protected public API — a function, a published endpoint, keys, a rate limit, an allow list, and a custom domain. One shell, twenty minutes.
Story: build a RAG app that knows when to say no
Documents become embeddings, embeddings become a VectorDB index, the index becomes an agent tool — and the agent learns to cite its sources and refuse what the documents do not cover.
Story: build a real-time chat monitor
Every support-chat message lands on a topic; a function classifies it in flight; an agent answers the routine ones and escalates the rest — with a dead-letter topic catching what nobody handled.
Story: a support agent that re-indexes itself
Documents land in a bucket and index themselves through three chained functions; retrieval lives in an MCP server with a reranker; the agent is published behind an API key and its conversations can be cloned and replayed.