Andrej Karpathy: From Vibe Coding to Agentic Engineering
AI Summary
Karpathy revisits his own 'vibe coding' coinage a year later and argues that agentic engineering is the serious discipline forming on top of it: you can outsource the typing and even much of the thinking, but never the understanding.
Original excerpt
Speaking with Stephanie Zhan at AI Ascent 2026, Karpathy looks back at the tweet that named "vibe coding" and describes what has changed since: the casual, accept-whatever-the-model-writes mode turned out to be the on-ramp, not the destination. He frames LLMs as "jagged, statistical, summoned entities" — capable of brilliant runs and silent failures in the same session — which is why directing them is a skill of its own.
The core argument: you can outsource thinking, but you cannot outsource understanding. An engineer who ships agent-written code without a mental model of what it does hasn't sped up — they've deferred the cost to the first production incident. Agentic engineering, in his…
Frequently asked questions
What is "Andrej Karpathy: From Vibe Coding to Agentic Engineering" about?
Karpathy revisits his own 'vibe coding' coinage a year later and argues that agentic engineering is the serious discipline forming on top of it: you can outsource the typing and even much of the thinking, but never the understanding.
Who wrote "Andrej Karpathy: From Vibe Coding to Agentic Engineering"?
"Andrej Karpathy: From Vibe Coding to Agentic Engineering" was written by Andrej Karpathy. It is curated in the Agentic Engineering vault on Burn 451, which covers engineering with ai coding agents.
How can I read more content from Agentic Engineering?
The complete Agentic Engineering reading list is available at burn451.cloud/vault/agentic-engineering. Each article includes an AI-generated summary so you can decide what to read in seconds. Connect the Burn 451 MCP server to Claude or Cursor to query all Agentic Engineering articles as live AI context.
Can I use "Andrej Karpathy: From Vibe Coding to Agentic Engineering" with Claude or Cursor?
Yes. Install the burn-mcp-server npm package and connect it to Claude Desktop, Claude Code, or Cursor. Once connected, your AI can search and reference this article and the full Agentic Engineering vault in real time — no manual copy-paste required.
15 more articles in this vault.
Import the full Agentic Engineering vault to Burn 451 and build your own knowledge base.
Content attributed to the original author (Andrej Karpathy). Burn 451 curates publicly available writing as a reading index. For removal requests, contact @hawking520.