In Episode 71 of o11ycast, Jessica Kerr and Austin Parker sit down with Shir Chorev to delve into the nuances of incorporating Generative AI into applications and testing the outcomes. Shir shares her journey from a data scientist to founding Deepchecks, driven by her vision to enhance the quality and reliability of machine learning and AI in real-world scenarios. Gain valuable insights on how LLMs are reshaping the development landscape, making advanced projects more accessible, and strategies for mitigating adversarial use cases. Whether you're in DevOps, infrastructure, or just passionate about AI, this episode is packed with expert advice and cutting-edge information.

In episode 70 of o11ycast, Jess and Martin speak with Dan Gomez Blanco of Skyscanner. Dan shares his expertise on evangelizing better observability practices at Skyscanner and offers insights from his experience on the OpenTelemetry governance committee. Discover how observability can minimize organizational costs, the future of auto-instrumentation, and valuable advice on detecting and avoiding over-instrumentation. Plus, learn about the importance of tail sampling and OpenTelemetry’s semantic conventions.

In episode 69 of o11ycast, Jess and Martin speak with Charles Herring of WitFoo. Together they dive deep into the world of cybercrime investigations. Discover the intricate processes of data collection and analysis in the realm of cybersecurity, all while balancing the imperative of cost-effectiveness and citizen privacy.