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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Enterprise AI Infrastructure: Compliance, Risks, Adoption
How Enterprise AI Infrastructure Must Balance Change Management vs. Risk Aversion 50%-60% of enterprises reportedly “use” AI,...
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...
AI’s Hidden Opportunities: Shawn "swyx" Wang on New Use Cases and Careers
This article covers thoughts from AI engineering expert Shawn "swyx" Wang on new opportunities in AI for use cases and engineers...
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...
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...
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...
How to Launch a Dev-First Startup: Day-to-Day Tactics
Welcome to the third article in our definitive series on how to launch a developer-first startup, featuring advice from veteran...
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...
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...
Generationship Ep. #19, Auditability Matters with Stefan Krawczyk of DAGWorks
In episode 19 of Generationship, Rachel Chalmers is joined by Stefan Krawczyk, co-founder and CEO of DAGWorks. They dive into...
Generationship Ep. #11, Ghost Workers with Adio Dinika of DAIR Institute
In episode 11 of Generationship, Rachel is joined by Adio Dinika of The DAIR Institute to discuss ghost workers. This talk...
A Guide to SEO in the Age of AI, Plus Modern Best Practices
How Will Generative AI Change SEO as We Know It? Search engine optimization, the art of optimizing your startup’s website and...