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...
Platform Builders Ep. #8, The Beauty of Vertical SaaS with John Melas-Kyriazi of Standard Metrics
In episode 8 of Platform Builders, Christine Spang and Isaac Nassimi are joined by John Melas-Kyriazi, founder and CEO of...
Generationship Ep. #34, Together with Nathen Harvey
In episode 34 of Generationship, Nathen Harvey brings data, humor, and heart to a conversation about AI, DevOps, open source, and...
O11ycast Ep. #78, Exploring OTTL with Tyler Helmuth and Evan Bradley
Episode 78 of o11ycast examines the world of OpenTelemetry Transformation Language (OTTL) with Tyler Helmuth and Evan Bradley,...
Platform Builders Ep. #9, Manny Medina Explains: What the F Is an AI Agent?
In episode 9 of Platform Builders, Christine and Isaac sit down with Manny Medina, founder and CEO of Paid, to unpack the...
O11ycast Ep. #81, Observability 3.0-vNext-final-DRAFT with Hazel Weakly and Matt Klein
In episode 81 of o11ycast, Charity Majors and Martin Thwaites dive into a lively discussion with Hazel Weakly and Matt Klein on...
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...
O11ycast Ep. #76, Managing 200-Armed Agents with Andrew Keller
In episode 76 of o11ycast, Jessica Kerr and Martin Thwaites speak with Andrew Keller, Principal Engineer at ObservIQ, about the...
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...
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...
O11ycast Ep. #79, AI and Otel: Look at your Data with Hamel Husain
In episode 79 of o11ycast, Hamel Husain joins the o11ycast crew to discuss the challenges of monitoring AI systems, why...
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...