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In this episode, the team discusses the evolution of developer tools, from simple text editors and terminals to modern AI-powered tools. Founding engineer Peter explains his role in developing AI pipelines, while Doug Purdy discusses the latest technologies and their integration into Unblocked. They explore the history of devtools, the transition from command-line interfaces to GUIs, and the advent of intelligent code generation. The conversation also touches on challenges like context-specific AI, security concerns, continuous learning, and the potential pitfalls of reinforcement learning. The team reflects on past experiments, emphasizing the importance of local versus global context in development environments. Learn more about Unblocked: https://getunblocked.com/ We also have a standalone blog post covering this episode here: https://getunblocked.com/blog/the-his... 00:00 Introduction 00:56 Evolution of Dev Tools: From Text Editors to AI 04:23 The Impact of Mobile and GUI on Development 08:12 The Return to CLI and Future Paradigms 12:23 Exciting Research in AI and Dev Tools 17:12 Introduction to Data Shield 17:16 Core Value Delivery to Enterprise Customers 17:24 User Experience and Continuous Learning 18:05 Security and Information Filtering 18:19 Conflict Resolution in Organizations 18:35 Personalization and Context in Data 19:38 Experimentation and Research Insights 20:31 Fine-Tuning and Context Narrowing 21:19 Runtime Graph Construction 23:26 Reinforcement Learning and Organizational Memories 29:40 Local vs Remote Inference and Context 31:54 Conclusion and Final Thoughts