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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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...
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...
Digging Deeper into Building on LLMs, AI Coding Assistants, and Observability
Are Prompting and ChatGPT Programming the Future? If you follow the headlines, AI coding assistants such as GitHub Copilot and...
O11ycast Ep. #35, Government Software Systems with Mark Ferlatte of Truss
In episode 35 of o11ycast, Charity and Shelby speak with Mark Ferlatte of Truss. They discuss government software system failures...
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...
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...
Getting There Ep. #1, The October 4th ‘21 Facebook Outage
In this inaugural episode of Getting There, co-hosts Nora Jones and Niall Murphy unpack the October 4th ‘21 Facebook Outage and...
Build vs Buy Key Takeaways: Selling to Developers Who Don’t Want to Buy Your Product (Yet)
Selling to developers is a challenge. They’re notoriously opinionated about the software they use. They often have a preference...
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...
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...
Unintended Consequences Ep. #11, Air Traffic Control: Loss of Separation with Sigrid Ellis
In episode 11 of Unintended Consequences, Heidi and Kim speak with Sigrid Ellis, an air traffic controller. She unpacks the...
Honeycomb’s Kelly C. Gallamore on Open Space-Style Discussions
In this Q&A, we hear from Kelly C. Gallamore, Marketing Associate at Honeycomb, about Open Space-Style Discussions and their...