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Vanishing Gradients
Hugo Bowne-Anderson
62 episodes
2 days ago
A podcast about all things data, brought to you by data scientist Hugo Bowne-Anderson. It's time for more critical conversations about the challenges in our industry in order to build better compasses for the solution space! To this end, this podcast will consist of long-format conversations between Hugo and other people who work broadly in the data science, machine learning, and AI spaces. We'll dive deep into all the moving parts of the data world, so if you're new to the space, you'll have an opportunity to learn from the experts. And if you've been around for a while, you'll find out what's happening in many other parts of the data world.
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Technology
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All content for Vanishing Gradients is the property of Hugo Bowne-Anderson and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
A podcast about all things data, brought to you by data scientist Hugo Bowne-Anderson. It's time for more critical conversations about the challenges in our industry in order to build better compasses for the solution space! To this end, this podcast will consist of long-format conversations between Hugo and other people who work broadly in the data science, machine learning, and AI spaces. We'll dive deep into all the moving parts of the data world, so if you're new to the space, you'll have an opportunity to learn from the experts. And if you've been around for a while, you'll find out what's happening in many other parts of the data world.
Show more...
Technology
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Episode 46: Software Composition Is the New Vibe Coding
Vanishing Gradients
1 hour 8 minutes 57 seconds
7 months ago
Episode 46: Software Composition Is the New Vibe Coding

What if building software felt more like composing than coding?

In this episode, Hugo and Greg explore how LLMs are reshaping the way we think about software development—from deterministic programming to a more flexible, prompt-driven, and collaborative style of building. It’s not just hype or grift—it’s a real shift in how we express intent, reason about systems, and collaborate across roles.

Hugo speaks with Greg Ceccarelli—co-founder of SpecStory, former CPO at Pluralsight, and Director of Data Science at GitHub—about the rise of software composition and how it changes the way individuals and teams create with LLMs.

We dive into:

  • Why software composition is emerging as a serious alternative to traditional coding
  • The real difference between vibe coding and production-minded prototyping
  • How LLMs are expanding who gets to build software—and how
  • What changes when you focus on intent, not just code
  • What Greg is building with SpecStory to support collaborative, traceable AI-native workflows
  • The challenges (and joys) of debugging and exploring with agentic tools like Cursor and Claude

We’ve removed the visual demos from the audio—but you can catch our live-coded Chrome extension and JFK document explorer on YouTube. Links below.

  • JFK Docs Vibe Coding Demo (YouTube)
  • Chrome Extension Vibe Coding Demo (YouTube)
  • Meditations on Tech (Greg’s Substack)
  • Simon Willison on Vibe Coding
  • Johnno Whitaker: On Vibe Coding
  • Tim O’Reilly – The End of Programming
  • Vanishing Gradients YouTube Channel
  • Upcoming Events on Luma
  • Greg Ceccarelli on LinkedIn
  • Greg’s Hacker News Post on GOOD
  • SpecStory: GOOD – Git Companion for AI Workflows

🔍 Want to help shape the future of SpecStory?

Greg and the team are looking for design partners for their new SpecStory Teams product—built for collaborative, AI-native software development.

If you're working with LLMs in a team setting and want to influence the next wave of developer tools, you can apply here:

👉 specstory.com/teams

Vanishing Gradients
A podcast about all things data, brought to you by data scientist Hugo Bowne-Anderson. It's time for more critical conversations about the challenges in our industry in order to build better compasses for the solution space! To this end, this podcast will consist of long-format conversations between Hugo and other people who work broadly in the data science, machine learning, and AI spaces. We'll dive deep into all the moving parts of the data world, so if you're new to the space, you'll have an opportunity to learn from the experts. And if you've been around for a while, you'll find out what's happening in many other parts of the data world.