The Heavybit Library
The Heavybit Library is an extensive catalog of educational content featuring hundreds of hours of expert presentations, insightful podcasts, and articles focused on helping technical founders achieve breakout success.
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Machine Learning Model Monitoring: What to Do In Production
Machine learning model monitoring is the process of continuously tracking and evaluating the performance of a machine learning...
O11ycast Ep. #73, AI’s Impact on Observability with Animesh Koratana of PlayerZero
In episode 73 of o11ycast, Jessica Kerr, Martin Thwaites, and Austin Parker speak with Animesh Koratana, founder and CEO of...
Generationship Ep. #15, Mother of All Life with Gülin Yilmaz
In episode 15 of Generationship, Rachel Chalmers sits down with Gülin Yilmaz of Rosette Health. This episode dives into the...
MLOps vs. Eng: Misaligned Incentives and Failure to Launch?
Failure to Launch: The Challenges of Getting ML Models into Prod Machine learning is a subset of AI–the practice of using...
AI Inference: A Guide for Founders and Developers
What Is AI Inference (And Why Should Devs Care?) AI inference is the process of machine learning models processing previously...
The Data Pipeline is the New Secret Sauce
Why Data Pipelines and Inference Are AI Infrastructure’s Biggest Challenges While there’s still great excitement around AI and...

O11ycast Ep. #71, Evaluating LLM-based Apps with Shir Chorev of Deepchecks
In Episode 71 of o11ycast, Jessica Kerr and Austin Parker sit down with Shir Chorev to delve into the nuances of incorporating...
Technical & Cultural Learnings from 10 Years of Computing
What the Software Community Has Learned from 10 Years in Tech Amara’s Law states, “We tend to overestimate the effect of a...
Generationship Ep. #20, Smells Like ML with Salma Mayorquin and Terry Rodriguez of Remyx AI
In episode 20 of Generationship, Rachel Chalmers is joined by Salma Mayorquin and Terry Rodriguez of Remyx AI. Together they...

Enterprise AI Infrastructure: Privacy, Maturity, Resources
Enterprise AI Infrastructure: Privacy, Economics, and Best First Steps The path to perfect AI infrastructure has yet to be...
Generationship Ep. #10, Ethical Benchmarks for AI with Dr. Marie Oldfield
In episode 10 of Generationship, Rachel Chalmers and Dr. Marie Oldfield explore ethical benchmarks in AI. This conversation sheds...
Generationship Ep. #8, The Promise of Generative AI with Josh Furstoss of Incued
In episode 8 of Generationship, Rachel Chalmers speaks with Josh Furstoss of Incued about the promise of generative AI. This talk...