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Reporter: Pauline Caballero 1. Top 10 Trends in Software Development Software development is constantly changing, with new trends and technologies emerging every year. Here are some of the top 10 trends that are shaping the software development industry in 2020: • Artificial Intelligence: Artificial intelligence (AI) is becoming increasingly important in the software development process. AI-driven software can help automate processes, detect patterns, and provide insights into data. • Microservices Architecture: Microservices architecture is a way of developing software that focuses on breaking down applications into small, independent services. This allows for easier scalability and quicker development times. • Cloud Computing: Cloud computing is becoming increasingly popular in software development, as it allows applications to be hosted in remote servers and accessed from anywhere. • Containers: Containers are a way of packaging applications so that they can run in any environment without needing to be re-configured. This makes deployment easier and faster. • Serverless Computing: Serverless computing is a way of running applications without the need for a dedicated server. This can help reduce costs and increase scalability. • DevOps: DevOps is an approach to software
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Researchers at ServiceNow Propose a Machine Learning Approach to Deploy a Retrieval Augmented LLM to Reduce Hallucination and Allow Generalization in a Structured Output Task - MarkTechPost
Large Language Models (LLMs) have made it economically possible to perform tasks involving structured outputs, such as converting natural language into code or SQL. LLMs are also being used to convert natural language into workflows, which are collections of actions with logical connections between them. These workflows increase worker productivity by encapsulating actions that can run automatically under certain circumstances. Particularly in tasks like producing natural language from prompts, Generative Artificial Intelligence, or GenAI, has demonstrated impressive capabilities. However, one major disadvantage is that it often produces false or absurd outputs, which are called hallucinations. In order to achieve universal
Overcoming the Top Security Challenges of AI-Driven Low-Code/No Code Development - Unite.AI
Low-code development platforms have changed the way people create custom business solutions, including apps, workflows, and copilots. These tools empower citizen developers and create a more agile environment for app development. Adding AI to the mix has only enhanced this capability. The fact that there aren't enough people at an organization that have the skills […]
GitHub Secures Millions of Developers Through Two-Factor Authentication
GitHub has released the early results of its two-factor authentication (2FA) requirements for code contributors on GitHub.com–which was first announced in 2022 and rolled out across 2023–in efforts to secure developer accounts and prevent the next supply chain attack.