Cursor use cases
This hub collects all 30 sourced sightings on Agent Sightings where the listed tool is Cursor. The most common jobs in these cases are Software Development (13), Productivity (5), Personal Assistant (3), DevOps & Infra (3), Email & Inbox (2). Titles are our own words; each case still links to its public source. We do not invent results or quotes.
All 30 Cursor sightings
- Run a scheduled personal assistant that builds a task dashboard
- Two-hour Slack dashboard from meeting dumps
- Automate invoice organizing and monthly invoice emails
- Morning test-coverage agent on merged code
- Build an invitation card website purely by prompting
- Run a private personal-admin agent in Cursor
- Jira issues from Slack threads at Rippling
- Build a project management tool
- Draft personalized outbound, recaps and forecasts for sales
- Playtest a Godot 4 game
- Prototype product features as a non-coding PM
- Cloud-browser chores driven from an IDE agent
- Build a personal research wiki from papers and articles
- Keep coding agents running autonomously for long stretches
- Monitor tasks and open pull requests
- Ship an iOS app in 17 days with agents
- Group outdated packages by upgrade difficulty
- Process and query email across providers via MCP agents
- Coordinate sub-agents to monitor PRs and fix prod bugs
- Slack bug report to Linear ticket and fix
- Agentic codeowners that assign reviewers
- Security review on every push to main
- Surgical Cursor fixes after Claude Code draft
- XState migration with looked-up docs
- PagerDuty incident to proposed fix PR
- Migrate 180 microservices with dual Cursor agents
- Weekly Slack digest of meaningful repo changes
- Queue maintenance and bug fixes for Cursor background agents
- Upgrade Remix to React Router overnight
- Validation agent that stops after three tries