Agent Sightings Real agent use cases

Queue maintenance and bug fixes for Cursor background agents

From the linked report, zachary Proser authorized Cursor's GitHub app for his organizations. Cursor then cloned the repos into sandboxed containers, where the agents ran commands and stood up branches. By the time his coffee was done, most tasks were finished or ready for review.

Agent or tool
Cursor
Topic
Software Development
Reported on
Blog
Added
2026-10-15

Why it matters

Coding agents are moving from autocomplete to doing whole tasks: reading a codebase, making a plan and changing many files. This case is a concrete example of where that works in practice. It is one of 106 sightings filed under Software Development on Agent Sightings (number 94 by interest), and one of 30 involving Cursor.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Cursor or any similar agent and adjust the details to your situation.

In this repo, queue maintenance and bug fixes for Cursor background agents. Read relevant code, apply a minimal patch, run available checks, and summarize the diff. Stop before merge or deploy.

The prompt breaks down into 3 steps you can check as the agent works:

  1. In this repo, queue maintenance and bug fixes for Cursor background agents.
  2. Read relevant code, apply a minimal patch, run available checks, and summarize the diff.
  3. Stop before merge or deploy.

Tip: Work on a fresh branch, ask for a plan before edits, and review the diff and test results before merging.

Source

Read the original first-hand account on Blog: https://zackproser.com/blog/cursor-agents-review. Our summary is a paraphrase; details are in the source.

Built an AI agent? Feature your agent on Agent Sightings, free submission or a featured spot.

Related sightings

← All 991 use cases