GitHub Articles
Machine Learning (ML) in Software Development
Discover how machine learning (ML) is used in software development to optimize workflows and improve user experiences. Gain insights from real-world examples, learn how developers are integrating ML models into existing pipelines, and explore the future potential of ML in software development.
What is AI code generation?
AI code generation uses machine learning models to write code from input that describes what the code should do, and the models provide context-based code suggestions along the way. AI generated code isn’t always perfect, but it often gives developers a suitable starting point for writing code quickly and efficiently.
AI coding tools for beginner and expert coders
How beginner and expert coders use AI coding tools to code faster and ship great software.
What is retrieval-augmented generation (RAG)?
AI often struggles with knowledge gaps and factual errors. Learn how retrieval-augmented generation (RAG) helps solve this.
What is Agentic AI?
Discover how agentic AI helps software development teams increase productivity and focus on more strategic tasks.
What Is Vibe Coding?
Vibe coding is an AI-assisted way to code using plain language prompts, allowing developers to build software faster and think more freely. Learn how vibe coding works and how to use it.
What are AI agents?
AI agents transform software development by automating workflows and enhancing security. Explore the different types of AI agents and get a glimpse into the future of AI in development and security.
What is prompt engineering?
Prompt engineering is the practice of crafting effective instructions that guide AI models to produce accurate, useful results.
What is Unsupervised Learning?
Unsupervised learning finds patterns in unlabeled data, making sense of complex datasets.
What is generative AI (GenAI)?
Generative AI creates new content—text, code, images, audio, and video—from existing data.
What is open source AI?
Open source AI offers more control, clarity, and room to build the way you want.