In today's episode, Thanos and Rollins are joined by Colin Morris, the CEO of Proofline (proofline.ai), to discuss the future of AI in software engineering. Colin shares insights on the revolutionary impact of generative AI coding, emphasizing the need for guardrails to ensure safety and efficiency. They also delve into the potential of coding agents, the importance of observability, and the evolving role of site reliability engineers. The conversation explores how these advancements are set to transform the industry, providing both unprecedented opportunities and challenges.00:00 Introduction and Welcome00:57 Introducing Colin Morris03:46 Challenges and Risks in AI and Vibe Coding04:18 Experiments and Real-World Applications09:16 Future of Software Engineering and AI21:52 Complexity and Observability in AI Systems24:24 Rethinking Analytics and Observability25:17 Challenges in Debugging and Engineering Training26:38 The Evolution of Testing and Code Management28:35 The Role of Interfaces and Security in Modern Engineering32:49 The Power and Risks of Coding Agents37:41 The Future of Engineering and AI Integration41:11 Concluding Thoughts and Future Prospects