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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How to Successfully Fork an Open-Source Project
Why is Heavybit writing a startup guide to forking open-source projects? Because while open source has been an incredible boon to...
Machine Learning Lifecycle: Take Projects from Idea to Launch
Machine learning is the process of teaching deep learning algorithms to make predictions based on a specific dataset. ML...
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...
Educate Technical Audiences With Template Marketing
Rapidly Educating Technical Audiences with Templates I’ve spent most of my career learning how products work using other...
The Power User’s Guide to Open-Source Licenses
Licensing: A Key Trade-Off for Open Source Startups Why is Heavybit putting together this guide for open-source startup founders...
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...
Generationship Ep. #13, The Future of Storytelling with Archita Mandal
In episode 13 of Generationship, Rachel Chalmers and Archita Mandal explore the transformative effects of generative AI across...
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...
Personal Branding for Founders
Why Personal Branding? A lot of founders I’ve spoken to, especially those of us who are technical, bristle at the idea of...
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...
How to Launch a Dev-First Startup: Community & Leadership
Welcome to the second article in our definitive series on how to launch a developer-first startup, featuring advice from veteran...
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...