Hands-on AI engineering content, now in video form, plus a live workshop on context engineering this Friday

SwirlAI is a publication dedicated to artificial intelligence (AI), machine learning, and data science. Readers can explore articles on topics such as deep learning algorithms, natural language processing (NLP), and computer vision. Additionally, they can learn about AI research advancements, industry applications, and practical tutorials for implementing machine learning models.

SwirlAI

SwirlAI has launched a YouTube channel with four free pre-course videos covering AI engineering fundamentals: setting up a development environment, building and containerizing a Streamlit chatbot, moving LLM logic behind a FastAPI server, and splitting frontend/backend into separate Docker containers. A free 45-minute workshop on context engineering is also announced for March 20, covering core patterns, tradeoffs between context strategies, and practical techniques like routing and progressive disclosure for building more reliable AI agents.

New: SwirlAI on YouTube + Context Engineering Workshop

Free Workshop: State of Context Engineering in 2026