Back/Engineering/Cursor
AdvancedEngineeringCursor

How to Deploy an Autonomous AI Agent for Bug Triage and Prioritization

Set up a long-running AI task in Cursor to autonomously pull error logs from Sentry and Vercel, analyze them, and generate a prioritized bug-fixing plan, including surfacing critical P0 bugs.

How to Deploy an Autonomous AI Agent for Bug Triage and Prioritization

Tools Used

Cursor

AI-first code editor

02Step-by-Step Guide
1

Configure AI with Tool Access

Ensure your AI model in Cursor has the necessary tool-calling capabilities and permissions to access your Sentry and Vercel projects.

2

Initiate the Autonomous Task

In Cursor's chat or task interface, provide a high-level prompt instructing the AI to fetch and analyze error logs to create a bug-fixing plan.

Prompt:
Pull the last 72 hours of century errors and versel error logs and build a prioritized plan, a bug fixes based on observed issues.
3

Authorize Tool Access

When prompted by the AI agent, provide authentication for it to access your Sentry and Vercel accounts.

4

Monitor the Agent's Progress

Allow the task to run autonomously in the background. The example task took approximately 45 minutes to complete.

5

Review the Prioritized Plan

Once complete, review the AI-generated plan. The output may be an HTML canvas detailing the errors analyzed and a prioritized list of planned fixes.

6

Action Critical Bugs

Use the analysis to identify and immediately address any high-priority (P0) bugs that were surfaced by the agent.

Start shipping
better products.

Join 100,000+ product managers who use ChatPRD to write better docs, align teams faster, and build products users love.

Free to start
No credit card
SOC 2 certified
Enterprise ready