Ep. #13, Mirroring the ER Brain with AI with Nathan Murray of DocAssistant

In episode 21 of Open Source Ready, Brian and John sit down with Chad Metcalf, CEO of Continue, to explore the rise of continuous AI. Chad shares his journey from early embedded systems and platform engineering to leading an open-source-focused company building coding agents. They discuss automation, developer trust, open source attribution, and how AI is reshaping workflows across the entire software lifecycle.

In episode 43 of Generationship, Rachel explores the frontier of AI-driven cybersecurity with John Amaral, co-founder of Root.io. Together they unpack the promise and challenges of agentic systems that detect, patch, and remediate vulnerabilities automatically. This installment offers a mix of technical deep dives, AI optimism, and a vision of security that works more like an immune system than a fire alarm.

In episode 13 of Platform Builders, Christine and Isaac explore the intersection of AI and medicine with ER physician Nathan Murray. Nathan shares how and why he founded DocAssistant, an AI-powered scribe and decision-support tool for emergency medicine. This conversation examines the challenges of integrating AI into clinical workflows and offers a unique perspective on the future of healthcare tech.

In episode 20 of Open Source Ready, Brian and John sit down with data engineering and cognitive science expert Vasilije Markovic to explore AI memory and how we can build more intelligent systems. From the challenges of "context rot" to the practical applications of AI memory in construction, education, and finance, this conversation covers how to give your AI the context it truly needs.

In episode 12 of Platform Builders, Christine and Isaac chat with Mike Boufford, CEO of Otti and former CTO of Greenhouse. Mike unpacks hard-earned insights on topics like leadership philosophies, management best practices, and the unexpected moments that shape company culture. This conversation blends candid war stories with practical takeaways for anyone leading technical teams.

In episode 42 of Generationship, Rachel Chalmers speaks with Katie Hallett about why she and her team decided to build a web browser for machines, not humans. Katie explains the inefficiencies of traditional scraping tools, why Lightpanda is so much faster, and how AI is reshaping developer workflows. They also offer career advice to help new graduates stay ahead in the AI era.

In episode 85 of o11ycast, Dr. Cat Hicks unpacks AI’s impact on software teams from a psychological and social-science perspective. Along with Ken, Jess, and Austin, she explores how AI magnifies long-standing tensions between solitary and collaborative models of development, and how fears about AI often reflect deeper issues like undervaluing collaboration or having unrealistic productivity expectations. The discussion also explores empathy, theory of mind, and pluralistic ignorance, highlighting why developers may prepare more for AI than for each other.

In episode 41 of Generationship, Brighthive CEO Suzanne EL-Moursi joins Rachel Chalmers to unpack the “three-layer cake” of modern data architecture: composable stacks, agentic AI, and governance-first design. From integrating hundreds of data sources to enforcing real-time compliance, Suzanne shares how her team is tackling the grunt work of data so humans can focus on innovation. Plus, her vision for turning every organization—big or small—into a data powerhouse.

In episode 19 of Open Source Ready, Brian and John speak with Josh Rosso, Principal Engineer at Reddit and author of Production Kubernetes. From his early days at CoreOS and Heptio to running Reddit’s massive compute platform, Josh shares insights into managing Kubernetes at internet scale, the business realities of open source, and the risks smaller OSS projects face. Lastly, they dive into AI’s growing role in engineering and the challenges of keeping the internet human.

In episode 11 of Platform Builders, Christine Spang and Isaac Nassimi chat with Greg Galant. Greg recounts his early entrance into podcasting, social media, and eventually PR tech. He shares war stories from the early 2000s, including launching a podcast before “podcasting” was popular, creating the viral Shorty Awards, and bootstrapping Muck Rack into a multi-million dollar SaaS company. The conversation offers a unique lens on innovation, timing, media evolution, and how AI is reshaping earned media.