Akshay 🚀 on X: "Karpathy's Agentic Engineering finally has proper tooling! (built by Google) Karpathy defined agentic engineering as the discipline that separates production agent work from vibe coding. The core skills he listed were spec design, eval loops, and security oversight. The https://t.co
Quick Answer
Google's new Agents CLI streamlines agentic engineering by integrating seven ADK-specific skills into a single command, enhancing production workflows for coding agents.
Quick Take
This tool addresses the fragmented tooling issue in agentic engineering, allowing for seamless scaffolding, evaluation, deployment, and enterprise registration through natural language. Akshay tested this by building a agent from scratch using Claude Code.
Key Points
- Agents CLI integrates seven skills for coding agents into one command.
- Addresses fragmented tooling in agentic engineering processes.
- Enables scaffolding, evals, deployment, and enterprise registration via natural language.
- Tested by building a RAG agent from scratch using Claude Code.
- Improves efficiency in production-grade agent workflows.
Article Excerpt
From source RSS / original summary(built by Google) Karpathy defined agentic engineering as the discipline that separates production agent work from vibe coding. The problem has been that practicing this still requires a different tool for every phase: - editor for code - a terminal for scaffolding - a browser for testing - a cloud console for deployment - and a separate framework for evals. The solution to production-grade Agentic Engineering is now actually implemented in Google’s Agents CLI.
One setup command injects 7 ADK-specific skills into a coding agent's context, which lets it handle scaffolding, evals, deployment, and enterprise registration through natural language. I tested this end-to-end by building a agent from scratch using Claude Code. It includes the eval scorecard, the instruction loophole the eval c
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