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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The Future of Software Documentation in the Age of AI
As AI becomes more of a reality in software development, teams are experimenting with a variety of use cases, including...
Generationship Ep. #40, ExperimentOps with Salma Mayorquin of Remyx AI
In episode 40 of Generationship, Salma Mayorquin of Remyx AI unpacks the shift from traditional MLOps to ExperimentOps—a...
Generationship Ep. #36, Solarpunk with Christine Spang
In episode 36 of Generationship, Rachel Chalmers speaks with Christine Spang about the past, present, and future of enterprise...
Data Council 2025: The Data Science & Algorithms Track with Sean Taylor and Jesse Robbins
Heavybit is thrilled to be sponsoring Data Council 2025, and we invite you to join us in Oakland from Apr 22-24 to experience 3...
Generationship Ep. #42, Ziggy Stardust with Katie Hallett
In episode 42 of Generationship, Rachel Chalmers speaks with Katie Hallett about why she and her team decided to build a web...
Generationship Ep. #38, Wayfinder with Heidi Waterhouse
In episode 38 of Generationship, Rachel Chalmers sits down with Heidi Waterhouse, co-author of "Progressive Delivery." They...
How to Properly Scope and Evolve Data Pipelines
For Data Pipelines, Planning Matters. So Does Evolution. A data pipeline is a set of processes that extracts, transforms, and...
How to Create Data Pipelines
How to Create Data Pipelines Introduction to Data Pipelines In today’s data-driven world developers and product managers rely...
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...
LLM Fine-Tuning: A Guide for Engineering Teams in 2025
General-purpose large language models (LLMs) are built for broad artificial intelligence (AI) applications. The most popular...
Open Source Ready Ep. #11, Unpacking MCP with Steve Manuel
In episode 11 of Open Source Ready, Brian Douglas and John McBride sit down with AI expert Steve Manuel to explore the Model...
Synthetic Data for AI: Purpose and Use Cases
What to Know About Synthetic Data for AI Programs For software developers, large language models (LLMs) like ChatGPT can help...