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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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...

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 LLM Guardrails Reduce AI Risk in Software Development
How LLM Guardrails Minimize the Risks of AI in Software Development Integrating Language Learning Models (LLMs) into software...
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...
Why We’re Talking Code Generation at DevGuild AI Summit III
How It’s Going At this time last year, AI gave rise to lofty promises to the developer community. You–the community–told us you...
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...
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...
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...
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...
Generationship Ep. #17, How We Gather Our Thoughts with Mark Pesce
In episode 17 of Generationship, Rachel Chalmers is joined by futurist and AI expert Mark Pesce to explore the complex...

How to Launch a Dev-First Startup: First Principles
Welcome to the first article in our definitive series on how to launch a developer-first startup, featuring advice from veteran...

Generationship Ep. #5, Live from DevGuild: AI Summit
In episode 5 of Generationship, Rachel Chalmers shares interviews from Heavybit’s 2023 DevGuild: AI Summit on October 19th, 2023....