Implementing AI Technologies into Developer Tools with Tsavo Knott

In this talk, Tsavo Knott, CEO and technical co-founder of @getpieces, discusses how AI technologies are transforming developer tools. From small task-specific models to large conversational and vision processing models, learn how Pieces has built a world-class product for macOS, Linux, and Windows.
Tsavo and Chief AI Officer Sam reveal the challenges and breakthroughs in integrating AI into every aspect of the developer experience. Don't miss the live demos and insights into the future of AI in software development.
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0:00 - Introduction and Background
0:45 - Tsavo Knott's Introduction
1:40 - Overview of Pieces and AI Integration
4:10 - Developer Chaos and the Need for Solutions
6:20 - Phase One: AI-powered Micro Repository
8:10 - Live Demo: On-device Machine Learning
10:30 - Technical Challenges and Solutions
14:00 - Implementing LoRA for Efficient Models
18:00 - Phase Two: Conversational Co-pilot
20:50 - Live Demo: On-device Co-pilot Chat
24:00 - Design Principles for Co-pilot
28:00 - Integrating Multimodal Data
32:00 - Evolution of Pieces: Vision Processing and Future Plans
37:00 - Q&A Session