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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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...
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...
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...
O11ycast Ep. #59, Learning From Incidents with Laura Maguire of Jeli
In episode 59 of o11ycast, Jess and Martin speak with Laura Maguire of Jeli and Nick Travaglini of Honeycomb. They unpack...
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. #70, Evangelizing Observability with Dan Gomez Blanco of Skyscanner
In episode 70 of o11ycast, Jess and Martin speak with Dan Gomez Blanco of Skyscanner. Dan shares his expertise on evangelizing...
O11ycast Ep. #65, Simplifying Tracing with Sophie DeBenedetto of GitHub
In episode 65 of o11ycast, Jess and Martin speak with Sophie DeBenedetto of GitHub. This talk explores observability at GitHub,...
O11ycast Ep. #44, Examining OpenTelemetry with Vincent Behar of Ubisoft
In episode 44 of o11ycast, Liz and Charity speak with Vincent Behar of Ubisoft. Together they pull back the curtain 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...
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...
Using Brain Chemistry to Build 0-to-1 Developer Communities
How Developer Communities Benefit from Brain Chemicals I’ve worked as a developer advocate for many years, but in some ways, I...
O11ycast Ep. #36, Resilience Engineering with Jacob Scott of Stripe
In episode 36 of o11ycast, Charity and Liz speak with Jacob Scott of Stripe about the need for SRE teams, prioritizing customer...