Posts tagged "GitHub Copilot"

Tag Archives: GitHub Copilot

Is the Coding Agent as Secure as the Code It Writes?

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For years, one of the main questions in software development has been: is the code secure? Developers analyze vulnerabilities, check dependencies, test applications, and determine which users can access different parts of a system. But the introduction of coding agents into the development process is creating another question. Is the agent that writes and executes … Continue reading Is the Coding Agent as Secure as the Code It Writes? →

When Context Hinders AI: Why Must an Agent Also Know What to Forget?

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When an AI Agent works on a software task, context is one of its most important resources. It may include the user’s request, project files, change history, team instructions, system architecture, and conclusions drawn from previous tasks. At first glance, it may seem that the more information an agent receives, the better the result will … Continue reading When Context Hinders AI: Why Must an Agent Also Know What to Forget? →

From One Vulnerability to the Next Fix: How Is AI Creating Security Memory?

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Fixing a software vulnerability is typically treated as the resolution of a specific problem. The team identifies the cause, prepares the change, verifies the code, and closes the security alert. The knowledge created during this process may be documented, but it is not always retrieved automatically when a similar problem appears. The use of Artificial … Continue reading From One Vulnerability to the Next Fix: How Is AI Creating Security Memory? →

800,000 Lines of Code Rewritten with AI: Is Software Migration Changing?

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Migrating a large software system from one technology to another has always been an expensive, slow, and high-risk process. It is not simply a matter of translating code from one programming language into another. The system’s behavior, integrations, performance, security, and compatibility with the products that depend on it must all be preserved. The use … Continue reading 800,000 Lines of Code Rewritten with AI: Is Software Migration Changing? →

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