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AI-Productivity-Series-Requirement-Engineering-Vibes

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by AndreasKarz

Overview

CoTREx is an Agentic Requirements Engineering (ARE) system that leverages AI to automate and enhance various aspects of software development, including requirements analysis, test case generation, bug analysis, and documentation research within Azure DevOps.

Installation

Run Command
No command provided

Environment Variables

  • MDB_MCP_CONNECTION_STRING

Security Notes

The system grants an AI agent broad access to enterprise systems like Azure DevOps (WorkItems, Wikis, source code, pull requests) and potentially databases (MongoDB, MSSQL). While designed for functionality, this level of access inherently carries significant security implications. Misconfigurations or prompt injection vulnerabilities could lead to unauthorized data modification, leakage, or system disruption. Hardcoded secrets were not found in the provided snippets; environment variables are used for sensitive information like MongoDB connection strings. The `are_setup.ps1` script (not provided) is critical to initial setup and its contents would need thorough review.

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Stats

Interest Score33
Security Score6
Cost ClassHigh
Avg Tokens50000
Stars3
Forks1
Last Update2025-12-03

Tags

AI AgentRequirements EngineeringAzure DevOpsTest AutomationGitHub Copilot