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Similar to The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
Show notes are at https://stevelitchfield.com/sshow/chat.html
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The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
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Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
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The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
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Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Rae Johnston and guests take a fun, deep dive into how technology is reshaping our lives.
…
continue reading
Big tech is transforming every aspect of our world. But how, and at what cost? This season of Land of the Giants – The Disney Dilemma – focuses on Disney’s ability to weather the ups and downs of the business cycle and changing tastes and explores what has kept it successful for over 100 years. The entertainment giant has leveraged nostalgia and its intellectual property to build a beloved brand, but after an acquisition spree that included Marvel, Lucasfilm, and 20th Century Fox, can it sus ...
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The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
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We help founders make something people want.
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On The Bike Shed, hosts Joël Quenneville and Stephanie Minn discuss development experiences and challenges at thoughtbot with Ruby, Rails, JavaScript, and whatever else is drawing their attention, admiration, or ire this week.
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AI Evaluation and Testing: How to Know When Your Product Works (or Doesn’t)
Manage episode 454798932 series 3585084
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This episode of AI Native Dev, hosted by Simon Maple and Guy Podjarny, features a mashup of conversations with leading figures in the AI industry. Guests include Des Traynor, founder of Intercom, who discusses the paradigm shift generative AI brings to product development. Rishabh Mehrotra, Head of AI at SourceGraph, emphasizes the importance of evaluation processes over model training. Tamar Yehoshua, President of Products and Technology at Glean, shares her experiences in enterprise search and the challenges of using LLMs in data-sensitive environments. Finally, Simon Last, Co-Founder and CTO of Notion, talks about continuous improvement and the iterative processes at Notion. Each guest provides invaluable insights into the evolving landscape of AI-driven products.
Watch the episode on YouTube: https://youtu.be/gZ4sGROvOdQ
54 episodes
AI Evaluation and Testing: How to Know When Your Product Works (or Doesn’t)
The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
ShareManage episode 454798932 series 3585084
Content provided by Tessl. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Tessl or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
This episode of AI Native Dev, hosted by Simon Maple and Guy Podjarny, features a mashup of conversations with leading figures in the AI industry. Guests include Des Traynor, founder of Intercom, who discusses the paradigm shift generative AI brings to product development. Rishabh Mehrotra, Head of AI at SourceGraph, emphasizes the importance of evaluation processes over model training. Tamar Yehoshua, President of Products and Technology at Glean, shares her experiences in enterprise search and the challenges of using LLMs in data-sensitive environments. Finally, Simon Last, Co-Founder and CTO of Notion, talks about continuous improvement and the iterative processes at Notion. Each guest provides invaluable insights into the evolving landscape of AI-driven products.
Watch the episode on YouTube: https://youtu.be/gZ4sGROvOdQ
54 episodes
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1 Vibe Coding SimCity II: Injecting Chaos with Natural Disasters and AI Tools 1:00:42
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Play Later Play Later Lists Like LikedSimon Maple and Joe Holdcroft swap their AI-generated apps and put Cursor and Windsurf to the test by adding natural disasters like earthquakes and lightning strikes. Discover how AI coding tools handle randomness, spreading effects, animation, and bugs—plus the devs’ thoughts on debugging AI-generated code. Subscribe for deep dives into modern dev workflows and AI-powered coding experiments. Watch the episode on YouTube: https://youtu.be/dzXGY8YUx-8 Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 Vibe Coding SimCity: Prototyping Tiny Towns with AI Dev Tools 44:00
44:00 Play Later Play Later Lists Like Liked44:00
Play Later Play Later Lists Like LikedIn this hands-on episode of AI Native Dev , Simon Maple and Joe Holdcroft go head-to-head in a “vibe coding relay” challenge—building a tiny town simulator from scratch using AI-powered dev tools BASE44 and Bolt.new. With only 10 minutes, vague prompts, and no prep, they put these rapid-prototyping tools to the test. Simon leans into SimCity nostalgia while Joe battles ghost-town bugs and infinite money glitches. Hosted by Macey Baker, the episode dives deep into AI-assisted UI generation, event simulation, and how far these tools can really go with minimal human input. Part 2 continues next week with Cursor and Windsurf as Simon and Joe swap codebases to iterate on each other’s AI-born towns. Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 Exploring LLM Observability with Traceloop's Gal Kleinman 40:26
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Play Later Play Later Lists Like LikedIn this episode, Simon Maple converses with Gal Kleinman, co-founder of Traceloop, to delve into the realm of LLM observability. Kleinman shares his expertise on constructing evaluation suites and overcoming the challenges associated with LLM applications. Learn about innovative solutions like Open LLMetry and gain insights into best practices for maintaining robust observability systems. Subscribe to the AI Native Developer podcast for more insights on AI and development. Watch the episode on YouTube: https://youtu.be/TD-wjNStTVM Check out Traceloop: https://www.traceloop.com/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 From Builder to Orchestrator—Confronting the Software Engineer’s Identity Crisis 54:37
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Play Later Play Later Lists Like LikedIn this episode, host Simon Maple engages in a compelling discussion with Annie Vella, a skilled software engineer and manager, about the integration of AI into software development. Annie shares her insights on how AI tools are reshaping coding practices, the challenges engineers face in transitioning to management roles, and the skills required to thrive in this evolving landscape. This episode is crucial for anyone looking to understand the implications of AI in their work. Subscribe to the AI Native Developer podcast for more insights on AI and development. Watch the episode on YouTube: https://youtu.be/GI2ywMl2gQk Read Annie's blog : https://annievella.com/posts/the-software-engineering-identity-crisis/ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 Is Code Dead & The $1B Solo Startup Myth - 5 AI Realities with Tessl's Guy Podjarny 29:03
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Play Later Play Later Lists Like LikedIn this episode, Guy Podjarny sits down with Tom Hulme to discuss the transformative shift from a code-centric to a spec-centric approach in software development. They explore the advantages of cloud-native practices, the evolving tool ecosystem, and the future role of AI and LLMs. Gain expert insights into the trends that are shaping the future of the industry. Subscribe to the AI Native Developer podcast for more insights on AI and development! Watch the episode on YouTube: https://youtu.be/reU8W2aH30Y Read the GV Event Blog: gv.com/news/five-ai-realities-with-tessl-guy-podjarny Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 AI's Transformative Impact on Development with Alex Komorske 31:25
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Play Later Play Later Lists Like LikedIn this episode, Alex Komoroske delves into the transformative role of AI in the tech industry. As an expert in web platform development, Alex discusses AI's potential to redefine technology and creativity. Gain insights into how AI serves as a disruptive innovation and explore its implications for developers. Subscribe to the AI Native Developer podcast for more insights on AI and development! Watch the episode on YouTube: https://youtu.be/utzvGealvrE Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 Datadog CEO Olivier Pomel on AI Security, Trust, and the Future of Observability 59:59
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Play Later Play Later Lists Like LikedJoin Guy Podjarny as he hosts Olivier Pomel, CEO of Datadog, in a compelling discussion on the evolution of observability and AI's role in modern technology. Olivier offers his expertise on AI-powered applications, the security challenges they face, and the future of AI interactions. This episode provides crucial insights for tech professionals and developers seeking to understand AI's impact on cloud computing and security. Subscribe to the AI Native Developer podcast for more insights on AI and development! Watch the episode on YouTube: https://youtu.be/-5N53Xq5DX4 Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 Intent-Driven Development: Insights from Patrick Debois 45:11
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Play Later Play Later Lists Like LikedIn this episode of the Tessl podcast, hosts Patrick Debois and Simon Maple explore the transformative landscape of software development practices. Join them as they discuss emerging patterns that are reshaping the industry. Patrick, a DevOps pioneer, shares valuable insights on aligning development work with business intents, while Simon brings his expertise in Java, cloud computing, and AI integration in software to the table. This engaging discussion is a must-listen for anyone interested in the future of development. What You'll Learn: Identify emerging patterns in software development that enhance decision-making. Shift your focus from implementation to understanding business intent for more meaningful outcomes. Utilize spec centricity to create clearer specifications that bridge technical and non-technical teams. Leverage the right tools to facilitate innovative practices and improve productivity. Recognize the significance of clean data in enhancing software requirements and decision-making. This episode is perfect for developers, project managers, and anyone in the tech field looking to stay ahead of the curve in evolving development practices. It's an invaluable resource for those seeking to understand how to better align their work with business goals and improve collaboration across teams. 💡 What are your thoughts on the future of development practices? Join the conversation and share your insights in the comments! 👇 Watch the episode on YouTube: https://youtu.be/kMRHuc36AK4 Blog post: https://ainativedev.io/news/the-4-patterns-of-ai-native-dev-overview Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 How Attackers Trick AI: Lessons from Gandalf’s Creator 54:35
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Play Later Play Later Lists Like Liked🔒 How Secure is AI? Gandalf’s Creator Exposes the Risks 🔥 AI security is under attack, and hackers are finding new ways to manipulate AI systems. In this episode, Guy Podjarny sits down with Mateo Rojas-Carulla, co-founder of Lakera and creator of Gandalf, to break down the biggest threats facing AI today—from prompt injections and jailbreaks to data poisoning and agent manipulation. What You’ll Learn: - How attackers exploit AI vulnerabilities in real-world applications - Why AI models struggle to separate instructions from external data - How Gandalf’s 60M+ attack attempts revealed shocking insights - What the Dynamic Security Utility Framework (DSEC) means for AI safety - Why red teaming is critical for preventing AI disasters Whether you’re a developer, security expert, or just curious about AI risks, this episode is packed with must-know insights on keeping AI safe in an evolving landscape. 💡 Can AI truly be secured? Or will attackers always find a way? Drop your thoughts in the comments! 👇 Watch the episode on YouTube: https://youtu.be/RKCvlJT_r4s Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
What happens when AI learns to lie? In this electrifying episode of AI Native Dev , Simon Maple is joined by the brilliant Macey Baker, Community Engineer at Tessl, to unravel the wild, unpredictable, and sometimes downright hilarious world of Large Language Models (LLMs) in social deception games. From the psychological mind games of Werewolf to the cutthroat negotiations of Split or Steal , Macey spills the details on how AI models like OpenAI’s GPT-4o, Anthropic’s Sonnet, Llama, and DeepSeek R1 navigate deception, trust, and ethics when the stakes are high. Can an AI manipulate, bluff, or betray? Which model is the sneakiest, and which one folds under pressure? Prepare for shocking twists, unexpected strategies, and an eye-opening look at the ethical implications of AI in interactive gameplay. This is one episode you won’t want to miss—especially if you think you can outwit an AI! Watch the episode on YouTube: https://youtu.be/9hVeVYlqyBc Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 Monthly Roundup: AI Model Wars, GPT-4.5 vs. Sonnet 3.7, and the Future of AI Dev Tools 42:09
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Play Later Play Later Lists Like LikedIn this episode, Guy and Simon dive deep into February’s wave of AI model releases, focusing heavily on the showdown between OpenAI’s GPT-4.5 and Anthropic’s Sonnet 3.7. They discuss GPT-4.5's move toward higher emotional intelligence (EQ), how it compares with Claude, and whether it’s actually meeting developers' expectations—or falling short. Anthropic’s introduction of dynamic reasoning with Sonnet 3.7 gets special attention as Guy and Simon explore what this new feature means practically for developers, referencing Bolt.new’s recent implementation as an example. They also weigh the strategic choices these AI labs face—when to build tools themselves and when to act purely as platforms—highlighting the delicate balance companies like Anthropic and ElevenLabs must strike. The conversation also covers practical developer workflows, featuring insights from recent interviews with Farhath, who leverages multiple AI dev tools simultaneously, and Mati from ElevenLabs, who shares how his company navigates scaling and research while remaining nimble. Finally, Guy and Simon announce AI Native Dev Con: Spring 2025, and hint at exciting upcoming episodes, rounding out a packed discussion that goes straight to the heart of what matters for AI-native developers today. Watch the episode on YouTube: https://youtu.be/kjAs_isf-Vs Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 The Future of Audio AI: Insights from Mati Staniszewski of ElevenLabs 1:02:52
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Play Later Play Later Lists Like LikedIn this episode of AI Native Dev, hosts Guy Podjarny sits down with Mati Staniszewski, the visionary CEO and co-founder of ElevenLabs, a leader in AI audio technology. Mati shares the origin story of ElevenLabs, detailing how a frustration with subpar dubbing in Polish movies sparked a mission to revolutionize audio processing. The conversation delves into the technical challenges and breakthroughs that have positioned ElevenLabs at the forefront of AI-powered audio experiences. Mati also discusses the company's unique organizational culture and its commitment to pushing the boundaries of audio AI. Whether you're a developer, entrepreneur, or AI enthusiast, this episode offers valuable insights into the future of audio technology and the role ElevenLabs is playing in shaping it. Watch the episode on YouTube: https://youtu.be/ImknDhWdDkQ Join the AI Native Dev Community on Discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 Building the Ultimate AI-Powered Development Environment with Farhath Razzaque 36:16
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Play Later Play Later Lists Like LikedIn this episode of the AI Native Dev podcast, Simon Maple sits down with Farhath Razzaque, a freelance software AI engineer who has been extensively using AI tools in his development workflow. Farhath has built a reputation as a trusted voice in the AI and software development communities, thanks to his rich background and experience. He has worked on multiple projects that integrate cutting-edge AI technologies, helping companies streamline their processes and innovate effectively. His passion for AI and development is evident through his active participation in various tech forums and his contributions to open-source projects. Farhath's insights into his ideal development environment, the tools he frequently uses, and his thoughts on the future of AI in software development offer invaluable guidance for developers looking to integrate AI into their processes. Watch the episode on YouTube: https://youtu.be/7eE8rzzcrZM Join the AI Native Dev Community on discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 DeepSeek R1: Ask Me Anything - Open Weights, MoE innovations, Model Distillation and more! 33:18
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Play Later Play Later Lists Like LikedJoin Simon Maple as he hosts a compelling discussion at the State of Open Con, featuring Amanda Brock, CEO of OpenUK, Guy Podjarny, Founder and CEO of Tessl, and Richard Sikang Bian, Head of Open Source from Ant Group. This episode delves into the impact of DeepSeek R1, a groundbreaking AI model that has taken the market by storm due to its cost-effective and innovative approach. The panel explores the broader implications for open source AI, discussing legal, ethical, and collaborative aspects. Amanda Brock provides insights into the open source legal frameworks, while Guy Podjarny shares his expertise on transparency and innovation. Richard Sikang Bian offers a unique perspective on company culture and AI development strategies. Tune in to understand how DeepSeek R1 is setting new standards in AI and what the future holds for open source technology. Join the AI Native Dev Community on discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
1 Live Monthly: News on DeepSeek, Stargate, StackBlitz (Bolt.new) funding, prompting, and more 51:46
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Play Later Play Later Lists Like LikedJoin hosts Simon Maple and Guy Podjarny in this insightful episode as they discuss the latest trends and innovations in AI technology. Featuring the impressive advancements by DeepSeek, this episode highlights how these new developments are affecting major players like Nvidia and altering the AI landscape. The hosts also explore the significant investments in AI infrastructure and discuss the shifting role of developers in an AI-driven world. With expert insights from industry leaders, this episode is a must-listen for anyone interested in the future of AI. Join the AI Native Dev Community on discord: https://tessl.co/4ghikjh Ask us questions: podcast@tessl.io…
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Similar to The AI Native Dev - from Copilot today to AI Native Software Development tomorrow
Africa-focused technology, digital and innovation ecosystem insight and commentary.
…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
…
continue reading
Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Rae Johnston and guests take a fun, deep dive into how technology is reshaping our lives.
…
continue reading
Big tech is transforming every aspect of our world. But how, and at what cost? This season of Land of the Giants – The Disney Dilemma – focuses on Disney’s ability to weather the ups and downs of the business cycle and changing tastes and explores what has kept it successful for over 100 years. The entertainment giant has leveraged nostalgia and its intellectual property to build a beloved brand, but after an acquisition spree that included Marvel, Lucasfilm, and 20th Century Fox, can it sus ...
…
continue reading
The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
…
continue reading
We help founders make something people want.
…
continue reading
On The Bike Shed, hosts Joël Quenneville and Stephanie Minn discuss development experiences and challenges at thoughtbot with Ruby, Rails, JavaScript, and whatever else is drawing their attention, admiration, or ire this week.
…
continue reading
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