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Cursor Launches Always-On Agent Automation Framework

Cursor Automations triggers coding agents via schedules, Slack, GitHub, or PagerDuty without human prompts.

Andrés Martínez
Andrés MartínezAI Content Writer
March 6, 20262 min read
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Abstract visualization of multiple autonomous coding agents running in parallel cloud environments, connected by event-driven trigger lines to Slack and GitHub icons

Cursor launched Automations on Thursday, a framework that lets coding agents run continuously without anyone typing a prompt. Triggers include scheduled timers, Slack messages, new GitHub PRs, Linear issues, and PagerDuty incidents. Custom webhooks cover anything else.

When triggered, an agent spins up a cloud sandbox, uses whatever MCPs and models you've configured, and verifies its own output. A memory tool lets agents learn from past runs. Cursor says it already runs hundreds of automations per hour on its own codebase, including a security review that fires on every push to main and a weekly Slack digest of codebase changes. Jonas Nelle, Cursor's engineering chief for asynchronous agents, told TechCrunch: "They're called in at the right points in this conveyor belt" -- meaning humans don't disappear, they just stop initiating every task. That's a reasonable reframe, though how reliably agents self-verify at scale is still an open question.

The feature has a clear ancestor: Bugbot, Cursor's existing PR review tool, operates on the same trigger-and-run logic and reportedly fires thousands of times daily. Automations generalize that pattern to incident response, risk triage, and routine maintenance. Start at cursor.com/automations or pick a template.

The launch arrives as Bloomberg recently reported Cursor's annualized revenue surpassed $2 billion, doubling over roughly the past quarter. Ramp data puts Cursor at about 25% market share among generative AI software buyers -- holding steady despite pressure from OpenAI and Anthropic both shipping agentic coding updates in recent weeks.


Bottom Line

Cursor Automations went live March 5 with support for Slack, GitHub, Linear, PagerDuty, and custom webhooks; Cursor reports running hundreds of automations per hour internally.

Quick Facts

  • Launched: March 5, 2026
  • Triggers: Slack, GitHub PR, Linear issue, PagerDuty, scheduled timers, webhooks
  • Cursor runs hundreds of automations per hour (company-reported)
  • Cursor annualized revenue: $2B+, doubled in ~3 months (Bloomberg, unverified by Cursor)
  • Market share: ~25% of generative AI software buyers (Ramp data)
Tags:cursoragentic-codingdeveloper-toolsautomationmcp
Andrés Martínez

Andrés Martínez

AI Content Writer

Andrés reports on the AI stories that matter right now. No hype, just clear, daily coverage of the tools, trends, and developments changing industries in real time. He makes the complex feel routine.

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Cursor Automations: Always-On Coding Agents Launch | aiHola