A New Development Paradigm
Andrej Karpathy (OpenAI co-founder) coined the term in February 2025:
Previously, AI helped with code snippets. Now it enables fully autonomous development.
Why a local AI changes everything
Principles of working with an AI agent
Describe the task as clearly as possible. Context is everything.
Launch the agent. It writes code, creates files, executes commands.
Review the result. If something is off -- adjust.
Iterate. Each cycle improves the outcome.
AI Agent in Action
The agent earned money autonomously:
A rental car was blocked. The agent via WhatsApp:
Yurii's project -- a full communication assistant:
The Vibe Coding Ecosystem
The main visual shell. A VS Code fork with native AI integration built in.
Extension inside Cursor. Uses the same subscription as cloud Claude. The brain of the system.
Alternative IDEs. VS Code is free; Windsurf comes with its own AI capabilities.
For non-developers. Create landing pages and web apps without code, right in the browser.
Browser automation. AI controls Chrome: fills forms, clicks buttons, takes screenshots.
Handy Computer -- voice input. Terminal -- for power users. VPN (Amnezia) -- bypass restrictions.
Privacy and Data Control
| Parameter | Cloud AI | Local Agent |
|---|---|---|
| Data Storage | Provider's servers | Your computer |
| File Access | Only uploaded files | All local files |
| Chat History | In the cloud | Local |
| Integrations | Limited | CRM, Telegram, browser, everything |
| Control | Partial | Full |
Your "Driver's License" for the AI Agent
The main file -- the agent's "brain". Contains navigation, links to all resources, and behavior rules.
Ready-made instructions for tasks: email, presentations, Bitrix, content generation, analytics, and much more.
Behavior routing: which tool for which task, communication style, priorities.
Specialized delegated agents: code review, test writing, bug hunting, security audits.
Local knowledge base. The agent remembers decisions, errors, and preferences across sessions.
External connections: file system, databases, web search, Slack, GitHub.
Step-by-Step Setup
Download from cursor.com. Free version available to start.
Inside Cursor: Extensions > Claude Code. Connects to your Claude subscription.
Minimum $20/mo (Pro). Recommended $100/mo (Max) for full access.
Amnezia VPN for bypassing regional restrictions (relevant for some regions).
Required for Claude Code CLI and extensions to function.
Practice Begins
Join the group chat for: