Enhancing Custom IDEs with AI: Strategies, Use Cases, and Pitfalls - OCX 2024

Explore a 31-minute conference talk from the Eclipse Foundation that examines the strategic integration of AI into custom Integrated Development Environments (IDEs) and development tools. Learn to identify and prioritize valuable AI use cases while considering feasibility, data availability, and cost-effectiveness in implementation. Discover technical and UX considerations for seamless AI integration, including the evaluation of public versus custom AI models. Master the application of few-shot learning, fine-tuning, and training techniques to enhance language models with domain-specific knowledge. Gain practical insights into business models and operational strategies that support sustainable AI integration, ensuring both cost efficiency and long-term value. Designed for decision-makers and architects, gain actionable insights for implementing AI capabilities such as intelligent code generation, context-aware configuration suggestions, and natural language-driven workflows into custom development environments.