Build a project management tool with a 24-hour agent run
i ran cursor agent for 24 hours continuously this weekend the task was to "build a project management tool". Task: The author executed a continuous 24-hour task using the Cursor agent to build a project management tool. The workflow involved providing the high-level goal and allowing the agent to operate autonomously over the weekend. Human involvement details are not specified in the source, implying a hands-off approach during the execution phase.; tools: Cursor. Human role: The original post does not say how a person stayed involved.; limitations: The source does not detail specific technical constraints, costs, or integration requirements for the 24-hour run. Reliability is limited by the lack of measured results or production-readiness criteria. Human approval processes and error handling during the autonomous run are not described, creating uncertainty about operational safety..
Tools
Published on Agent Work Atlas:
Overview
i ran cursor agent for 24 hours continuously this weekend the task was to "build a project management tool".
Workflow
The author executed a continuous 24-hour task using the Cursor agent to build a project management tool. The workflow involved providing the high-level goal and allowing the agent to operate autonomously over the weekend. Human involvement details are not specified in the source, implying a hands-off approach during the execution phase.
Reported result
The generated application reportedly functions completely, though the author explicitly states it is not production-ready. No specific metrics, bug counts, or feature completeness data were provided. The outcome is described qualitatively as surprising and indicative of an exciting future for autonomous coding agents.
Human role
The original post does not say how a person stayed involved.
Limitations
The source does not detail specific technical constraints, costs, or integration requirements for the 24-hour run. Reliability is limited by the lack of measured results or production-readiness criteria. Human approval processes and error handling during the autonomous run are not described, creating uncertainty about operational safety.
Try it
Act as a senior software engineer using Cursor. I want to replicate a long-running autonomous build task. My goal is to [replaceable: build a specific internal tool, e.g., a CRM dashboard]. The target users are [replaceable: internal sales team]. First, perform a dry run: Initialize a new project in Cursor and ask the agent to scaffold the basic structure for [replaceable: the tool]. Stop after the initial file creation and show me the directory tree and key code snippets. Do not proceed to full implementation until I confirm the architecture is sound. If I approve, instruct the Cursor agent to continue development for [replaceable: 2-4 hours] focusing on core functionality. Ensure the agent commits changes frequently. After the time limit, pause and generate a summary of completed features and known issues. Do not deploy or publish anything. Output the final status report and a list of manual review items. If the agent encounters critical errors, stop and report them immediately.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.