What Have LLMs for Developers Learnt in This Year and a Half, and What's in It for Us?

AI is rapidly transforming the world of software development. In this talk, we'll dive into the exciting realm of Large Language Models (LLMs) and their applications in programming. We'll start with an overview of the best LLMs and coding tools, covering both proprietary and open-source options. Then, we'll analyze common pitfalls in using these tools and learn how to harness their full potential.

We'll pay special attention to non-obvious yet effective ways of applying neural networks in programming, illustrating them with C# examples. You'll discover how LLMs can assist in solving everyday developer tasks and boost productivity. Next, we'll explore innovative LLM-based tools for semantic search across vast codebases, enabling you to quickly find relevant information in projects of any scale.

We'll conclude the talk by addressing the crucial issue of privacy when using AI tools in development. You'll receive practical advice on protecting sensitive data and intellectual property.

Join us to learn how to leverage the power of artificial intelligence to enhance your development process while staying secure in the world of ever-evolving technology.