Coordinate sub-agents to monitor PRs and fix prod bugs
A Cursor Projects coordinator agent delegates to sub-agents, watches new PRs and production bugs, spins up agents to fix issues, and surfaces questions to the user.
A commenter runs a persistent script that watches tasks and uses Cursor to open pull requests, building a documentation summarizer and a data pipeline.
A commenter runs a persistent script that watches tasks and uses Cursor to open pull requests, building a documentation summarizer and a data pipeline.
In a comment, the team said they run a Claude Code server on a VPS using the Caliber AI setup repo. That setup generates MCP configs and agent skills for their codebase and Cursor, they sync the environment with one command, and then a persistent script watches tasks and has Cursor open pull requests; the examples they named were a documentation summarizer and a data pipeline.
They said this workflow was used to build a few internal tools, specifically those two examples. The comment gives no metrics, timeline, or detail on review, so the results are described only at a high level.
The main implementation catch they mention is infrastructure: a VPS-hosted Claude Code server, generated MCP configs and skills, and a one-command environment sync.
In my repo [repo name], read the open tasks in [issue tracker or task file] and for the one I pick, make the code change on a new branch, run the tests, and open a pull request with a clear description. Start by listing the tasks you could handle and wait for my choice, and do not merge anything. Finish when the pull request is open and tests pass.
A Cursor Projects coordinator agent delegates to sub-agents, watches new PRs and production bugs, spins up agents to fix issues, and surfaces questions to the user.
Ran a Cursor agent continuously for 24 hours to build a project management tool; the app fully works but is not production ready.
The author had ChatGPT take the Session Buddy extension source from Chrome, port it to Safari and install it, taking about 20 minutes.