Claude can now run tasks on its own! (Claude Routines)

2026-04-20 · Source: The AI Advantage · Field: Technology & Digital — Artificial Intelligence & Machine Learning, Software Development & Engineering, Cloud Computing & IT Infrastructure · Depth: Intermediate, quick

Summary

Routines enable AI agents to execute tasks autonomously, even when the user's computer is unavailable. This feature extends beyond traditional scheduled tasks, which typically require the host machine to remain active. Routines offer two primary execution modes: local, where the task runs on the user's device, and remote, which allows the task to be processed in the cloud. The remote option ensures continuous operation without the need for the user's laptop to be powered on or actively connected, providing greater flexibility and reliability for automated AI agent workflows.

Key takeaway

For AI architects and developers designing automated workflows, consider integrating routines to ensure continuous agent operation. Your agents can now execute tasks reliably in the cloud, eliminating dependencies on local machine availability. This capability is crucial for mission-critical or time-sensitive automations, reducing operational overhead and improving system resilience.

Key insights

AI agent routines enable autonomous task execution locally or remotely in the cloud.

Principles

• Decouple task execution from local machine availability.
• Cloud execution enhances reliability for scheduled AI tasks.

Method

Users select "new routine" and choose between "local" execution on their device or "remote" execution in the cloud for AI agent tasks.

In practice

• Schedule AI tasks for cloud execution.
• Run agents without active local hardware.

Topics

• Claude Routines
• AI Agents
• Autonomous Task Execution
• Cloud-Based Automation
• Scheduled Tasks

Best for: AI Architect, CTO, VP of Engineering/Data, AI Engineer, MLOps Engineer, Software Engineer

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Editorial summary, takeaway, and curation by AIssential. Original article published by The AI Advantage.