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Cursor Automates AI Coding Agent Tasks

Mar 19, 2026
They break down Cursor Automations, a new agentic coding tool that automates code maintenance and task triggers. The conversation covers real-world use cases like incident triage, nightly PR cleanup, and prospecting automation. They compare developer-focused agent tools with no-code migrations and discuss scheduling challenges and industry momentum around automated AI workflows.
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INSIGHT

Cursor Adds Scheduled Agent Automations

  • Cursor Automations lets developer agents run scheduled and trigger-based tasks to maintain code and create PRs automatically.
  • Jack and John demoed use cases like incident triage from PagerDuty and nightly PR cleanups that return likely root causes or fix dead code.
ANECDOTE

Agent Handles 3AM Incident Triage

  • John described an incident triage automation that runs when a PagerDuty monitor fires and returns a likely root cause before he fully wakes up.
  • The agent queries Datadog, creates a PR or findings, and lets John merge and go back to sleep.
ANECDOTE

Developer Uses Nightly PR Cleanup Agent

  • Jack shared a personal automation that runs nightly to scan his PRs and clean up dead code or bad patterns.
  • The agent opens PRs asynchronously and can follow prompts to format comments how you prefer on GitHub.
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