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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RAG vs. Fine-Tuning: What Dev Teams Need to Know
RAG vs. Fine-Tuning: Advantages and Disadvantages In the rapidly evolving world of artificial intelligence, the ability of...
Navigating Markets in Open Source As Your Startup Matures
What to Consider About Market Forces in Open Source Why is Heavybit posting this extensive interview about how to navigate...
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...
How to Launch an AI Startup: Lessons from GitHub Copilot
Getting 1.2M Devs to Adopt Your AI Product GitHub Copilot is one of the most talked-about AI coding assistants on the market. As...
How Local-First Development Is Changing How We Make Software
What Local First Is, and Why It Matters Local-first development is a development ethos that keeps data and code on your device...
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...
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...
Incident Response and DevOps in the Age of Generative AI
How Does Generative AI Work With Incident Response? Software continues to eat the world, as more dev teams depend on third-party...
How to Start an Open-Source Project
How to Start an Open-Source Project Why is Heavybit posting a first-principles guide on how to create an open-source project?...
Demuxed Ep. #20, Exploring Shaka Player with Joey Parrish
In episode 22 of Demuxed, Matt, Phil, and Steve reflect on the 10th Demuxed conference and welcome Joey Parrish, creator of Shaka...
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...
Data Privacy, Security, and Identity in the Age of GenAI
What Generative AI Means for Privacy, Security, and Identity Generative AI’s potential impact on software development as a...