Cursor AI: Rolling Out Cloud Agents in Development
Cursor has shared three key lessons from a year of building cloud AI agents: a full development environment is critical to quality, long-running tasks demand reliability (the team migrated to Temporal), and the boundaries between the system and the agent must be drawn correctly. The platform now processes 50 million actions a day across 7 million workflows.
AI-processed from Cursor Blog; edited by Hamidun News
Cursor rolled out cloud AI agents a year ago, and it has since become clear that they work under a completely different paradigm: they run on their own virtual machines, work in parallel and handle tasks that stretch over hours and days.
How do Cursor's cloud AI agents differ from local ones?
They run on their own virtual machines, work in parallel and handle tasks that stretch over hours and days.
What matters most in developing cloud agents, according to
Cursor? The quality of the development environment is the main factor in a cloud agent's productivity.
What is the difference between cloud and local AI agents?
On a local machine, the agent inherits your environment for free: the full history of installs, configs and variables. In the cloud, everything has to be rebuilt from scratch, which calls for a very different approach to infrastructure.
What matters most for cloud agent effectiveness in Cursor?
The quality of the development environment is the main factor in a cloud agent's productivity.
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Key Questions Answered
How do Cursor's cloud AI agents differ from local ones?
They run on their own virtual machines, work in parallel and handle tasks that stretch over hours and days.
What matters most in developing cloud agents, according to Cursor?
The quality of the development environment is the main factor in a cloud agent's productivity.
What is the difference between cloud and local AI agents?
On a local machine, the agent inherits your environment for free: the full history of installs, configs and variables. In the cloud, everything has to be rebuilt from scratch, which calls for a very different approach to infrastructure.
What matters most for cloud agent effectiveness in Cursor?
The quality of the development environment is the main factor in a cloud agent's productivity.
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