Agentic Workflows

Loop engineering: the 14-step roadmap from prompter to loop designer.
Loop engineering: the 14-step roadmap from prompter to loop designer.

The Real Power of Claude Code Starts When You Stop “Prompting”
The Real Power of Claude Code Starts When You Stop “Prompting”

These 12 Claude Code Setup Tricks Made AI Feel Like a Real Engineer
These 12 Claude Code Setup Tricks Made AI Feel Like a Real Engineer

Harness design for long-running application development
Written by Prithvi Rajasekaran, a member of our [Labs](https://www.anthropic.com/news/introducing-anthropic-labs) team.*

How to 10x your Claude Skills (using Karpathy's autoresearch method)
How to 10x your Claude Skills (using Karpathy's autoresearch method)

Karpathy's 10 Actionable Insights for Working with AI Agents
Karpathy's 10 Actionable Insights for Working with AI Agents

Don't Build a Thousand Agents: How Ramp Handles Financial Automation with One Agent
Don't Build a Thousand Agents: How Ramp Handles Financial Automation with One Agent

The File System Is the New Database: How I Built a Personal OS for AI Agents
The File System Is the New Database: How I Built a Personal OS for AI Agents

From Vibe Coding to Agentic Engineering: The Developer Role is Being Rewritten
From Vibe Coding to Agentic Engineering: The Developer Role is Being Rewritten

The Hidden Layer in OpenClaw Swarms: Make Them Disagree, See Who Survives
The Hidden Layer in OpenClaw Swarms: Make Them Disagree, See Who Survives