Cursor Launches 'Always-On Agents' to Automate Software Development Tasks Across Slack, GitHub, and PagerDuty

Mar 06, 2026
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Summary

Cursor launches 'always-on agents,' continuously running AI systems that integrate with Slack, GitHub, and PagerDuty to autonomously handle software development tasks like security checks, incident response, and bug triage — a bold move to outpace rivals like Anthropic and OpenAI.

Key Points

  • Cursor launches 'always-on agents,' automated systems that run continuously and connect to tools like Slack, GitHub, and PagerDuty to handle software development tasks beyond just writing code.
  • The always-on agents excel in two key areas: review and monitoring, including security checks and incident response, as well as routine chores like weekly change summaries and bug report triage.
  • Facing stiff competition from Anthropic's Claude Code and OpenAI's Codex, Cursor is pushing into new territory to differentiate itself, though fully automating these processes introduces potential security risks.

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