The Infra Pod

Join Tim from Essence VC and Ian from Keycard as they sit down with Gilad Kleinman (CEO of Epsio), to explore the next generation incremental query engine they're building. Gilad shares his journey from a software developer focusing on low-level Linux kernel development to identifying fundamental gaps in data processing. They delve into the philosophical questions regarding data complexity and redundancy, discuss the theoretical advancements propelling their project, and highlight the practical issues faced by companies in achieving efficient, scalable data queries.00:35 Journey to Building Epsio03:33 Tackling Incremental Processing10:08 User Experience in Data Systems17:24 Scaling and Integration Challenges18:43 AI and the Future of Database Management32:21 Spicy Hot Take!

In this episode of the Infra Pod, hosts Tim from Essence VC and Ian from Keycard, are joined by Gil, CTO and co-founder of Merge.dev. They discuss the inception and mission of Merge, its growth, and how the company is solving complex integration problems for businesses. The conversation covers the challenges of integration, the future of APIs, and the impact of AI and MCP on the industry.00:37 The Integration Nightmare07:09 Common Data Models and Syncing Data16:09 MCP and AI-Driven Integrations42:10 Future of MCP in the Industry

In this episode of The Infra Pod, Tim (Essence VC) and Ian (Keycard) are joined by Branden Wagner, Head of Information Security at Mercury. They delve into the nuances of Information Security, discuss the interplay between human and technical controls, and explore the evolving role of AI in security. Wagner shares insights on fostering a collaborative culture and building secure systems, providing valuable advice for both engineers and security professionals. 00:00 Introduction and Guest Welcome 01:07 The Importance of Security Culture 04:40 Building Collaborative Security Programs 10:54 Integrating Security into Business Practices 21:30 The Role of AI in Information Security 32:22 Spicy Future: The Impact and Limitations of AI

Ian and Tim host a conversation with Hamel Husain, an AI influencer and consultant who has worked with major tech companies like GitHub and Airbnb. They delve into Husain's journey to becoming an independent consultant, his insights on the common struggles with AI evaluation and data literacy, and his pragmatic approach to improving AI systems. The discussion also covers the importance of error analysis, measuring AI performance, and the evolving role of AI engineering in enhancing software development.00:23 Hamel's Background in AI and Machine Learning01:18 Challenges in AI and Machine Learning02:15 Importance of Data Literacy in AI04:02 Common Struggles in AI Development05:05 The Role of AI Engineers08:39 Focus on Processes Over Tools11:10 Error Analysis and Practical Examples15:52 Case Study: Improving AI Products26:05 The Role of Agents in AI

In this episode of the Infra Pod, Tim and Ian sit down with Jake, CEO of Railway, to explore how Railway is reinventing cloud deployment. Jake shares the origin story of Railway, their unique approach to simplifying cloud deployments, and the innovations that separate Railway from traditional cloud providers. With a focus on developer experience, cost efficiency, and leveraging hard-to-build technologies, Jake outlines Railway's journey from supporting small projects to attracting large-scale enterprises. The discussion delves into organizational strategies, technical challenges, and the potential future impact of AI on cloud infrastructure management.00:22 Railway's Mission and Approach22:45 Deep Dive into Orchestration and Kernel-Level Work30:07 Leveraging AI and In-House Tools31:55 The Spicy Future: Hot Takes and Predictions