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?
Tag Archives: ALSoft
Code That Consumes Less: Is Energy Efficiency Becoming the New Software Standard?
For many years, software quality has been measured primarily through functionality, security, speed, and reliability. An application was considered good if it performed its task correctly, responded quickly, and could handle a growing number of users. However, every action performed by a digital system requires resources. The processor executes instructions, memory stores data, servers process … Continue reading Code That Consumes Less: Is Energy Efficiency Becoming the New Software Standard?
Code Is Not Enough: Why Should Repositories Also Understand Business Context?
A repository contains a project’s source code, change history, development branches, configurations, and documentation. From a technical perspective, this information shows how a system was built and how it changes. However, code does not always explain what the system represents to the organization. A repository’s name may not reveal which team is responsible for it, … Continue reading Code Is Not Enough: Why Should Repositories Also Understand Business Context?
From One Vulnerability to the Next Fix: How Is AI Creating Security Memory?
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?
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?
Cloud or Local Device? Why Are AI Applications Using Both?
For years, Artificial Intelligence applications have relied primarily on the cloud. Data is sent to a remote server, the model processes it, and the response is returned to the application or the user. This model provides high processing power and access to advanced models, but it is not always the most suitable solution. Some processes … Continue reading Cloud or Local Device? Why Are AI Applications Using Both?
