AI news story

How to Run Claude Code Agents for 24+ Hours

Apply long-running coding agents to become a more productive engineer

  • LLMs
  • Source: Towards Data Science
  • Published: 2026-07-20

Editor's take

Anthropic's Claude 3 models can now be utilized to execute code-writing agents for extended durations, exceeding 24 hours.

This development is significant for AI-assisted software development, enabling more complex and iterative coding tasks that previously required frequent human intervention or task segmentation. Developers can delegate longer-running code generation, debugging, and refactoring processes, potentially boosting productivity and allowing engineers to focus on higher-level design and problem-solving. This moves beyond the typical short-burst interactions with LLMs, addressing a key limitation in their practical application for intricate coding projects.

Moving forward, it will be crucial to observe how reliably these long-running agents maintain context and code integrity over extended periods, especially in projects with evolving requirements or complex interdependencies. The practical impact will hinge on the demonstrable reduction in manual oversight and the actual increase in development velocity compared to current tools and workflows.