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Full-stack AI coding agents are autonomous systems capable of handling both frontend and backend development tasks using AI-driven logic and machine learning models. They can analyze project requirements, generate code, debug errors, and optimize performance without human intervention. These agents leverage natural language processing to understand user prompts and convert them into functional, production-ready applications.

Identity management software is a system designed to manage and secure digital identities across an organization. It ensures that users have appropriate access to resources by handling identity creation, maintenance, and deactivation throughout the identity lifecycle. The software includes features such as role-based access control, single sign-on (SSO), and directory services to streamline identity administration. By automating processes like user provisioning and deprovisioning, it enhances efficiency while reducing human errors and security risks. Identity management software is essential for maintaining compliance with regulatory standards and protecting sensitive information from unauthorized access.

Vulnerability management software is software that identifies, assesses, and prioritizes security vulnerabilities within an organization's IT infrastructure. These tools continuously scan systems, networks, and applications for potential weaknesses that could be exploited by attackers. They provide detailed reports on discovered vulnerabilities, along with recommendations for remediation or mitigation strategies. Vulnerability management software often integrates with other security tools, such as patch management and threat intelligence platforms, to enhance overall security posture. By helping organizations proactively manage vulnerabilities, these tools reduce the risk of cyberattacks and data breaches, ensuring a more secure IT environment.