AI-Insights

We surveyed 2,000 people on software development teams at enterprises in the U.S., Brazil, India, and Germany about the use, experience, and expectations around generative AI tools in software development. The post Survey: The AI wave continues to grow on software development teams appeared first on The GitHub Blog.

Unstructured data holds valuable information about codebases, organizational best practices, and customer feedback. Here are some ways you can leverage it with RAG, or retrieval-augmented generation. The post Unlocking the power of unstructured data with RAG appeared first on The GitHub Blog.

Here’s how SAST tools combine generative AI with code scanning to help you deliver features faster and keep vulnerabilities out of code. The post How AI enhances static application security testing (SAST) appeared first on The GitHub Blog.

GitHub Copilot increases efficiency for our engineers by allowing us to automate repetitive tasks, stay focused, and more. The post 4 ways GitHub engineers use GitHub Copilot appeared first on The GitHub Blog.

Here’s how retrieval-augmented generation, or RAG, uses a variety of data sources to keep AI models fresh with up-to-date information and organizational knowledge. The post What is retrieval-augmented generation, and what does it do for generative AI? appeared first on The GitHub Blog.

GitHub Copilot is a powerful AI assistant. Learn practical strategies to get the most out of GitHub Copilot to generate the most relevant and useful code suggestions in your editor. The post Using GitHub Copilot in your IDE: Tips, tricks, and best practices appeared first on The GitHub Blog.

While AI revolutionizes software development, it still relies on developers to pilot its use. In this blog, we’ll cover the skills that developers need to have for navigating this new AI-powered coding frontier. The post Hard and soft skills for developers coding in the age of AI appeared first on The GitHub Blog.

Learn how your organization can customize its LLM-based solution through retrieval augmented generation and fine-tuning. The post Customizing and fine-tuning LLMs: What you need to know appeared first on The GitHub Blog.

Explore the capabilities and benefits of AI code generation, and how it can improve the developer experience for your enterprise. The post How AI code generation works appeared first on The GitHub Blog.

In practice, shifting left has been more about shifting the burden rather than the ability. But AI is bringing its promise closer to reality. Here’s how. The post AppSec is harder than you think. Here’s how AI can help. appeared first on The GitHub Blog.