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Beyond code generation, AI agents can now deploy and manage live web applications on a 'chatgpt.site' domain. These sites are not static; they support a SQL database, S3 file storage, and environment variables. Users can manage the entire lifecycle, from creation to deployment and updates, entirely through chat, even on mobile.

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Browser-based ChatGPT cannot execute code or connect to external APIs, limiting its power. The Codex CLI unlocks these agentic capabilities, allowing it to interact with local files, run scripts, and connect to databases, making it a far more powerful tool for real-world tasks.

Migrating from platforms like Webflow to a custom-coded website allows an AI agent to act as your Content Management System (CMS). This approach provides maximum flexibility, enabling the agent to directly update content, deploy changes, and run experiments with a speed and openness not possible with traditional CMSs.

AI tools like Perplexity Computer can generate fully functional websites in minutes to serve a single, temporary purpose, like sharing design mockups. This "disposable web" concept treats code as a transient communication tool to accomplish a specific task, after which it can be discarded without maintenance.

AI is moving beyond text generation. Using Claude's 'Artifact Builder' skill, it can create and deploy functional web applications directly in the chat window. A user can prompt it to build a tool, like a UTM link generator, and receive a usable app, not just code snippets.

Users can give a high-level command like "build a CRM and deploy it to Railway." The agent then handles the entire process: writing code, pushing to a repository, deploying it to a live host, and providing a screenshot of the live app back in the chat.

Steve Mock, a non-coder, used ChatGPT for high-level architecture and product decisions. He would then have it generate a detailed, multi-page prompt to paste into coding tools like Cursor and Claude for execution, effectively having the AI manage the AI in a sophisticated workflow.

It is now feasible to create a fully autonomous enterprise, such as a news aggregation website, using AI agents. These agents can handle all operational tasks from development and content sourcing to SEO and article cross-linking, without any human coding required.

Unlike platforms for one-time app generation, Codex Sites is designed for AI agents to autonomously update and manage applications over time. This shifts the paradigm from manual edits to continuous, AI-driven product evolution, creating what the speaker calls "living and breathing" entities.

The future of web browsing isn't static pages. Users will interact with an AI via chat, and the entire website will dynamically reconfigure its content and offers in real-time based on the conversation, creating a truly personalized and interactive experience.

The manual management of deployment and monitoring will become obsolete. A new, fully AI-managed stack will emerge, allowing founders to simply ask an agent to build and iterate on products. The company's main communication tool may even become the interface for managing these agents.