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AI Tinkerers - "One-Shot"

Joe Heitzeberg
Generative AI
Artificial Intelligence
Effort Engine
AI Technology
Moondream
Composio
AI Agents
AI Personal Assistants
Computer Vision
Prototype Development
Inference Optimization
Neon Database
Drones
Copilotkit
Machine Learning
Continuous Glucose Monitor
Gpt-4
Voice Technology
Dispatcher
Real-Time Avatar Technology

AI Tinkerers "One-Shot" takes you 1:1 with AI practitioners, software engineers, and tech entrepreneurs around the world -- the best of the AI Tinkerers global network. Each session includes live demos of real AI projects, detailed code walkthroughs, and unscripted discussions led by a technical host who explores practical applications and implementation challenges. As an AI builder, you'll gain a... more

PublishesDailyEpisodes34Founded7 months ago
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Artwork for AI Tinkerers

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Sam Hesson — technical founder and newly minted member of Meta's AI incubation team — joins the AI Tinkerers One-Shot podcast for a deep-dive into the custom CI/CD pipeline he built to orchestrate parallel AI agents at scale. Sam became... more

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In this conversation, Eric Simons, founder and CEO of StackBlitz, walks through one of the fastest and most consequential pivots in modern developer tooling. After nearly seven years building deep browser infrastructure and reaching roughly $700k in ... more

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In this episode of AI Tinkerers One-Shot, Joe sits down with Andrew Baker—serial builder, former Twilio engineer, and hands-on experimenter in agentic systems—to explore the rapidly evolving frontier of browser automation and AI-driven agents.

Andre... more

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What happens when a lifelong tinkerer turns curiosity into two major AI companies? In this episode of AI Tinkerers One Shot, Joe talks with Lukas Biewald—founder of Weights & Biases and CrowdFlower—about how early projects like robot cars and Raspber... more

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Recent Guests

Lukas Biewald
Founder of Weights & Biases and former founder of Crowdflower.
Weights & Biases
Episode: Scaling AI in the Real World: Lukas Biewald on Tools, Teams & Tinkering
Ishan Anand
MIT engineer and AI practitioner
AI Tinkerers
Episode: Building GPT-2 in a Spreadsheet — Everything You Wanted to Know About LLMs (But Were Afraid to Ask)
Robert Lukoszko
Y Combinator founder known for innovative AI projects.
Stormy
Episode: From Viral AI Demos to YC: Robert Lukoszko
Kyle Corbett
Founder of OpenPipe and expert in reinforcement learning and fine-tuning.
OpenPipe
Episode: Build Better AI Agents with RL & Fine-Tuning (Kyle from OpenPipe)

Host

Joe
Host of AI Tinkerers (main host role across episodes)

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Talking Points

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Meet Dispatcher: The Flying Linux Computer You Command by Voice
Q: How did the project get started and what was your vision for it?
The vision was to create a flying personal assistant that fulfills people's dream of having a drone or pet bird as a helper.
Meet Dispatcher: The Flying Linux Computer You Command by Voice
Q: What are the biggest challenges you faced overall in developing Dispatcher?
The hardest part was iterating on hardware and debugging the firmware, which takes much longer than software development.
Build Better AI Agents with RL & Fine-Tuning (Kyle from OpenPipe)
Q: Is what they're doing under the hood similar to these things that you've unpacked here?
It's a bit of a complicated story. So yes, we do have a lot of understanding of what they're doing under the hood.
Build Better AI Agents with RL & Fine-Tuning (Kyle from OpenPipe)
Q: Tell us just really quick, like, not even elevator pitch, what does the company do?
We help you use reinforcement learning to make your agents more reliable.
$4 Self-Modifying Coding Agents?! Evan Boyle Breaks Down GenSX
Q: What do you see as the primary innovation of GenSX?
The primary innovation is its focus on developer experience and reusability, utilizing a design inspired by React for agent workflows.

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Frequently Asked Questions About AI Tinkerers

What is AI Tinkerers about and what kind of topics does it cover?

The show leans into hands-on AI engineering, tooling, and practical applications. Across recent episodes, guests range from startup founders to engineers and researchers who build and deploy AI systems, agents, and automation in real-world contexts. Key threads include tooling for ML experiments (observability, reproducibility, and model deployment), agent-based AI and automation, reinforcement learning and fine-tuning for practical use cases, and the integration of AI into existing software through APIs and tooling. Viewers can expect deep dives into technical implementation, demos, and candid discussions about challenges, trade-offs, and emerging patterns in AI development. A standout aspect is the strong emphasis on actionable takeaways ... more

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Which podcasts are similar to AI Tinkerers?

These podcasts share a similar audience with AI Tinkerers:

1. This Day in AI Podcast
2. The AI Daily Brief: Artificial Intelligence News and Analysis

How many episodes of AI Tinkerers are there?

AI Tinkerers launched 7 months ago and published 34 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

How do I contact AI Tinkerers?

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What guests have appeared on AI Tinkerers?

Recent guests on AI Tinkerers include:

1. Lukas Biewald
2. Ishan Anand
3. Robert Lukoszko
4. Kyle Corbett

To view more recent guests and their details, simply upgrade your Rephonic account. You'll also get access to a typical guest profile to help you decide if the show is worth pitching.

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