Everything Product Podcast

Join hosts Phani and Srinath for an engaging in-person conversation about the AI tools they use daily as product leaders. From Chat GPT to specialized development platforms, discover which tools are revolutionizing how product managers work and which ones might not be worth your time.

Meet Hosts:

Srinath - [https://www.linkedin.com/in/skotela/]

Phani - [https://www.linkedin.com/in/phanivuyyuru]

Sid - [https://www.linkedin.com/in/sidsaladi/] [https://sidsaladi.substack.com/ [https://mobile.twitter.com/Sidsaladi]

💎 Here are more resources for you

🚀 The Ultimate PM Launch Pad - Blast Off Your Career Now! 🚀

https://www.youtube.com/playlist?list=PL0KSCr65RCTOupMjArBvrML5VWUGzaKqt

🧰 Master the PM Toolkit - Equip Yourself for Success! 🧰

https://www.youtube.com/playlist?list=PL0KSCr65RCTM4acJOjQYFvOVMzfiEFlqE

⚡️ Stay Ahead of the Tech Curve - Charge Your Knowledge Now! ⚡️

https://www.youtube.com/playlist?list=PL0KSCr65RCTMvYe4lAYpfdbDoNdPbA33o

Timestamps:

00:00 - Welcome and introduction to in-person podcast format

00:35 - The difference between virtual and in-person conversations

01:12 - Overview: AI tools product leaders use daily

02:26 - ChatGPT as the go-to tool and how it's replacing Google Search

03:45 - Google Assistant limitations and voice assistant technology gaps

04:45 - Why GPT-4 isn't always the best model choice for specific tasks

07:08 - ChatGPT plugins for research and specialized tasks

09:27 - How to use ChatGPT voice mode to maximize your commute time

14:35 - Perplexity AI: The billion-dollar research tool and its advantages

17:00 - Deep dive into Lovable, Bolt and other web development AI tools

19:10 - Limitations of AI web builders with backend integration

23:05 - ChatPRD review: Why template-based PRD generators fall short

25:20 - Using Sora for video snippet generation in content creation

26:25 - Google's Notebook LM for organized research management

27:24 - Summary and key takeaways

Tags:

#ProductManagement #AItools #ChatGPT #ProductLeadership #Perplexity #AIforPMs #TechTools #LovableAI #ProductDevelopment #AIassistants #GPT4 #GoogleNotebookLM #SoraAI #ProductManagerTools

✨ HIGHLIGHTS FOR PRODUCT MANAGERS:

- Learn why switching between different ChatGPT models can yield better results for specific tasks like code generation

- Discover how to maximize your commute with ChatGPT's voice mode for problem-solving on the go

- Understand the limitations of AI website builders when it comes to backend integration

- Find out why ChatPRD might not be delivering the specific product requirements documents you need

- See how Perplexity AI is transforming research for product decisions with better reference sourcing

- Learn which tools work best for different stages of the product development process

Subscribe for more conversations with product leaders about the latest technologies and product management concepts!

🎙 Everything Product – In-Person with Nick Cawthon | Product x Design x AI

Welcome to our first-ever in-person podcast episode!

We’re joined by Nick Cawthon, founder of Gage, design strategist, and mentor to students at UC Berkeley & CCA. With experience working with Adobe, IBM, and even the San Francisco Giants, Nick brings a deep and practical perspective on how design is evolving—and how product managers should adapt.

If you're a PM figuring out how to work better with designers, wondering what AI means for product roles, or trying to stay ahead of the no-code movement—this episode is for you.

Meet Hosts: 

Srinath - [https://www.linkedin.com/in/skotela/]

Phani - [https://www.linkedin.com/in/phanivuyyuru]

Sid - [https://www.linkedin.com/in/sidsaladi/] [https://sidsaladi.substack.com/   [https://mobile.twitter.com/Sidsaladi]

💎 Here are more resources for you

🚀 The Ultimate PM Launch Pad - Blast Off Your Career Now! 🚀

https://www.youtube.com/playlist?list=PL0KSCr65RCTOupMjArBvrML5VWUGzaKqt

🧰 Master the PM Toolkit - Equip Yourself for Success! 🧰

https://www.youtube.com/playlist?list=PL0KSCr65RCTM4acJOjQYFvOVMzfiEFlqE

⚡️ Stay Ahead of the Tech Curve - Charge Your Knowledge Now! ⚡️

https://www.youtube.com/playlist?list=PL0KSCr65RCTMvYe4lAYpfdbDoNdPbA33o

⏱️ Timestamps:

00:00 – Behind the scenes: Setting up for the in-person shoot

00:45 – Intro: Who is Nick Cawthon?

02:40 – Nick’s design origin story + growing up in SF during the tech boom

04:15 – Product vs. Design: The real collaboration dynamic

05:50 – “Mother Nature” as the ultimate product designer

08:00 – AI in design: From chatbots to agent-based UX

10:15 – Should designers know how to code or just prompt?

12:20 – Blurring boundaries: Designers entering engineering territory

14:00 – PMs designing in PowerPoint: Value or overreach?

17:40 – Are we building for agents or for people?

20:30 – Building a website using AI (Lovable): Real-time reflections

23:00 – SEO in the age of GPT – how discovery is changing

25:30 – What makes VR interfaces fail vs succeed

31:00 – How design systems commoditized creativity

33:00 – Building trust between PMs, designers & engineers

36:00 – The future of cross-functional teams

39:00 – Figma’s take: Do we even need PMs?

41:00 – Are product and design roles merging?

43:00 – Version control nightmares for non-engineers

45:00 – Final thoughts on curiosity, empathy & collaboration

🔥 Highlights Product Managers Will Love:

The Reality of Product x Design Collaboration – Nick and Phani break down the true working dynamic between PMs and designers—what works, what doesn’t, and what gets misunderstood.

Prompt Engineering Is the New Language – Designers and PMs alike need to know how to communicate with AI. Nick makes a bold case for why this matters now more than ever.

No-Code & PMs Crossing into Design – What happens when PMs prototype in tools like Lovable or Figma? Should designers feel threatened—or empowered?

Figma's Bold Take on Product Management – We dive into Figma’s controversial stance on “no PMs” and explore what the future of the role looks like.

Are We Building for Users… or Agents? – One of the most philosophical and future-facing questions: who are we really designing for in an AI-first world?

Tags:

product management, product manager podcast, design thinking, UX design, AI in product, prompt engineering, design systems, Nick Cawthon, Everything Product Podcast, product design, product manager and designer collaboration, no code tools, future of product management, AI tools for product managers, product leadership, user experience, building digital products

Join host Phani Vuyyuru as he interviews Radhika Dutt, author of "Radical Product Thinking," who challenges conventional product development wisdom. Discover a vision-driven approach to building products that create lasting impact rather than just chasing metrics or following the "move fast and break things" philosophy.

Meet Hosts:

Srinath - [https://www.linkedin.com/in/skotela/]

Phani - [https://www.linkedin.com/in/phanivuyyuru]

Sid - [https://www.linkedin.com/in/sidsaladi/] [https://sidsaladi.substack.com/ [https://mobile.twitter.com/Sidsaladi]

💎 Here are more resources for you

🚀 The Ultimate PM Launch Pad - Blast Off Your Career Now! 🚀

https://www.youtube.com/playlist?list=PL0KSCr65RCTOupMjArBvrML5VWUGzaKqt

🧰 Master the PM Toolkit - Equip Yourself for Success! 🧰

https://www.youtube.com/playlist?list=PL0KSCr65RCTM4acJOjQYFvOVMzfiEFlqE

⚡️ Stay Ahead of the Tech Curve - Charge Your Knowledge Now! ⚡️

https://www.youtube.com/playlist?list=PL0KSCr65RCTMvYe4lAYpfdbDoNdPbA33o

TIMESTAMPS:

00:00 - Introduction to Radhika Dutt and Radical Product Thinking

03:37 - Radhika's journey to product management through early startup experiences

07:25 - The problem with traditional vision statements and "revolutionizing" mentality

11:50 - Creating an effective vision statement with the Radical Vision framework

14:00 - How to know when you've crafted the right vision

16:20 - Making deliberate pivots instead of random iterations

19:24 - The five elements of the Radical Product Thinking framework

21:47 - RDCL strategy: Real pain points, Design, Capabilities, Logistics

24:54 - Vision vs. Survival: A prioritization framework beyond spreadsheets

26:19 - Common product diseases: Pivotitis, Obsessive Sales Disorder, and more

31:56 - Preview of Radhika's next book: OHLs (Objectives, Hypotheses, Learnings) vs OKRs

34:25 - Implementing radical product thinking in large organizations

37:41 - AI's impact on product development and the risk of "enshittification"

46:52 - Book recommendations for holistic product thinking

Radhika Dutt shares her experience building successful products and explains how product thinking is a life skill that extends beyond software development. Learn how to avoid common "product diseases" that plague organizations and discover practical frameworks for prioritizing features based on vision alignment rather than just metrics.

Whether you're a startup founder, product manager, or aspiring to build better products, this episode provides actionable insights for creating products that truly matter.

📚 Radical Product Thinking: https://www.radicalproduct.com/

🔗 Connect with Radhika: LinkedIn.com/in/radhikadutt

Tags:

#ProductManagement #ProductStrategy #RadicalProductThinking #ProductVision #ProductRoadmap #ProductPrioritization #StartupAdvice #ProductLeadership #ProductFramework #ProductDisease #FeaturePrioritization #OKRS #AIinProduct #ProductDevelopment #ProductInnovation #ProductThinking #EverythingProduct #RadhikaDutt

In this video, we compare three popular AI development tools - Lovable, Replit, and Bolt - by giving them the exact same prompt to create a tax filing application. We test which tool delivers the best results in terms of functionality, design, and speed. If you're looking to build products quickly without wasting time and money trying multiple tools, this comparison will help you choose the right one.Meet Hosts: Srinath - [https://www.linkedin.com/in/skotela/]Phani - [https://www.linkedin.com/in/phanivuyyuru]Sid - [https://www.linkedin.com/in/sidsaladi/] [https://sidsaladi.substack.com/ [https://mobile.twitter.com/Sidsaladi]💎 Here are more resources for you🚀 The Ultimate PM Launch Pad - Blast Off Your Career Now! 🚀https://www.youtube.com/playlist?list=PL0KSCr65RCTOupMjArBvrML5VWUGzaKqt🧰 Master the PM Toolkit - Equip Yourself for Success! 🧰https://www.youtube.com/playlist?list=PL0KSCr65RCTM4acJOjQYFvOVMzfiEFlqE⚡️ Stay Ahead of the Tech Curve - Charge Your Knowledge Now! ⚡️https://www.youtube.com/playlist?list=PL0KSCr65RCTMvYe4lAYpfdbDoNdPbA33oWatch as we challenge each platform with the same requirements and evaluate their performance. We discover significant differences in approach, speed, and quality of output between the tools. By the end, we determine a clear winner that product managers and developers should consider for rapid prototyping and side projects.Timestamps0:00 - Introduction and comparison setup0:50 - Exploring the tax filing app challenge2:00 - Creating a structured PRD with Claude3:45 - Setting up the comparison framework5:30 - First impressions of the three tools7:15 - Bolt's quick but basic output8:30 - Lovable's comprehensive approach10:45 - Exploring Lovable's landing page and features13:40 - Testing functionality and CTA implementation17:00 - Replit's lengthy build process20:15 - Manual W2 data entry in Lovable23:05 - Replit's sign-up flow issues24:40 - Final comparison and conclusions27:45 - Lovable emerges as the clear winner28:30 - Future explorations and scaling possibilitiesRetryClaude can make mistakes. Please double-check responses.AITools, AppDevelopment, ProductManagement, NoCode, LowCode, TaxApp, Lovable, Replit, Bolt, AIComparison, RapidPrototyping, TechReview, SideProjects, AnthropicClaude, StartupTools, ProductPrototyping, AIApplications, TechComparison, NoCodeTools, ProductDevelopment

In this insightful episode, we're joined by Saeed Khan, a seasoned product leader, adviser, and fractional CPO who has helped numerous companies build successful product teams. With over 25 years of experience in the industry, Saeed shares why so many product managers get stuck in a delivery mindset rather than thinking like business leaders.

Meet Hosts: 

Srinath - [https://www.linkedin.com/in/skotela/]

Phani - [https://www.linkedin.com/in/phanivuyyuru]

Sid - [https://www.linkedin.com/in/sidsaladi/] [https://sidsaladi.substack.com/   [https://mobile.twitter.com/Sidsaladi]

💎 Here are more resources for you

🚀 The Ultimate PM Launch Pad - Blast Off Your Career Now! 🚀

https://www.youtube.com/playlist?list=PL0KSCr65RCTOupMjArBvrML5VWUGzaKqt

🧰 Master the PM Toolkit - Equip Yourself for Success! 🧰

https://www.youtube.com/playlist?list=PL0KSCr65RCTM4acJOjQYFvOVMzfiEFlqE

⚡️ Stay Ahead of the Tech Curve - Charge Your Knowledge Now! ⚡️

https://www.youtube.com/playlist?list=PL0KSCr65RCTMvYe4lAYpfdbDoNdPbA33o

Discover why product management isn't just about shipping features but driving product success through business acumen. Learn how to shift from being a "Jira jockey" to becoming a true product leader who understands the holistic business context.

Whether you're aspiring to enter product management or looking to advance from a product manager to a product leader, this episode provides valuable insights to help you level up your career.

Timestamps:

0:00 - Introduction to today's topic on product management myths

1:07 - Meet our guest Saeed Khan and episode overview

2:43 - Sahed's background and journey in product management

3:45 - Differences between US and Canadian product management ecosystems

7:37 - Defining moments that shaped Saeed's product management philosophy

11:37 - The holistic view of product management: connecting business and product

14:04 - Top myths about product management that need to be busted

16:15 - The core job of product management: driving product success

20:12 - Why product management is business management

23:21 - How technology evolves but business problems remain consistent

25:31 - AI's impact on product management: evolution not replacement

28:33 - How new PMs can start thinking like business leaders

33:02 - Creating the right culture for product teams to thrive

36:23 - Building cross-functional relationships and feedback loops

38:33 - Common mistakes PMs make when interacting with customer-facing teams

42:03 - Future of product management in the next 5 years

46:37 - Where to connect with Saeed

What You'll Learn:

Why "more features" doesn't equal better products

How to drive product success beyond just shipping features

Ways to break out of the delivery-focused mindset

Techniques for building cross-functional relationships that enhance product development

Why understanding business objectives is crucial for effective prioritization

How AI will change product management (and what it won't replace)

Practical tips for new PMs to develop business leadership skills

Connect with Sahed Khan on LinkedIn to continue the conversation!

#ProductManagement #ProductLeadership #BusinessStrategy #ProductSuccess #ProductDevelopment #CrossFunctional #ProductThinking #ProductCulture #FeatureFactory #ProductStrategy

In this episode of Everything Product, Sid and Funny explore Supabase, a powerful backend solution that integrates with Lovable AI website builder. They showcase how Sid built a searchable prompt hub for product managers with admin and user functionalities, database management, and usage analytics - all without writing code. See how Supabase handles database creation, schema management, and storage automatically, making it possible for non-developers to create fully functional web applications.Meet Hosts: Srinath - [https://www.linkedin.com/in/skotela/]Phani - [https://www.linkedin.com/in/phanivuyyuru]Sid - [https://www.linkedin.com/in/sidsaladi/] [https://sidsaladi.substack.com/ [https://mobile.twitter.com/Sidsaladi]💎 Here are more resources for you🚀 The Ultimate PM Launch Pad - Blast Off Your Career Now! 🚀https://www.youtube.com/playlist?list=PL0KSCr65RCTOupMjArBvrML5VWUGzaKqt🧰 Master the PM Toolkit - Equip Yourself for Success! 🧰https://www.youtube.com/playlist?list=PL0KSCr65RCTM4acJOjQYFvOVMzfiEFlqE⚡️ Stay Ahead of the Tech Curve - Charge Your Knowledge Now! ⚡️https://www.youtube.com/playlist?list=PL0KSCr65RCTMvYe4lAYpfdbDoNdPbA33oIf you're an aspiring product manager looking to build your portfolio or anyone interested in the latest AI website builders, this episode shows you how to create impressive projects with minimal effort. Subscribe for more content on product management and AI tools!This video continues our exploration of AI tools for product managers, following our previous episodes on Replit, Lovable, and Bold. Watch as we demonstrate real-world applications of these tools and discuss their pros and cons for building portfolio projects.Timestamps0:01 - Introduction and recap of previous episodes0:37 - Introduction to Supabase integration with Lovable0:58 - The problem: Creating a structured prompt library for product managers2:02 - Demo of the Prompt Hub website built with Lovable2:25 - Comparing UI improvements over Replit2:41 - Search functionality demonstration3:03 - Sorting features and popularity metrics3:21 - Sign-in requirements and user flows3:37 - Admin dashboard features and functionality4:02 - Prompt usage limits and tiered access4:24 - Category management and organization5:09 - Regular user experience and premium upgrade path6:00 - Database flows and ranking algorithm explanation6:48 - Introduction to Superbase database management7:01 - Schema viewing and database structure7:40 - Database project overview and analytics8:16 - Database type flexibility and advantages8:31 - Performance monitoring features8:46 - Resource usage and pricing tiers9:56 - Import functionality and bulk prompt management10:58 - Spreadsheet integration for prompt management11:17 - Additional Supabase capabilities and connections12:22 - Bulk editing and deletion of database records12:54 - CSV import functionality and Claude integration13:35 - Conclusion and call to actionRecommended TagsProductManagement, AITools, WebsiteBuilder, DatabaseManagement, Superbase, LovableAI, BackendDevelopment, NoCode, PromptEngineering, AIPrompts, ProductPortfolio, TechStartup, DatabaseSchema, CloudDatabase, WebAppDevelopment, UserAuthentication, AdminDashboard, ProductMetrics, AIIntegration, TechDemoRetry

Join us as we explore Bolt, a powerful AI app builder that's revolutionizing how product managers can create functional mobile applications without coding. Watch as we build a PM interview preparation app in real-time and compare Bolt with other leading tools like Lovable and Replet. We discuss Anthropic CEO's controversial prediction about AI coding taking over 100% of development within a year, debate the future of product roles, and demonstrate how these tools can help PMs rapidly prototype and test ideas.Timestamps:0:00 - Introduction to the podcast and AI tools exploration0:37 - Discussion about Anthropic CEO's prediction on AI coding taking over1:29 - Why human engineers will still be needed despite AI advancements2:27 - Previous experiences with Replet and Lovable for website building3:37 - Challenges faced when using Lovable for custom features4:54 - Introduction to Bolt app builder and its capabilities6:53 - Live demo: Building a PM interview prep app with Bolt8:00 - Setting up the initial user flow and experience preferences9:07 - Exploring the automatically generated 90-day interview preparation plan10:15 - Enhancing the app with time management features11:55 - Discovering Bolt uses Claude AI for its backend12:41 - Discussion about how AI tool companies differentiate themselves14:02 - Adding gamification elements to increase user engagement15:02 - Addressing the schedule customization challenge15:42 - Adding accountability buddy feature for motivation16:15 - Implementing bite-sized content and interactive learning19:32 - Final impressions of Bolt and its potential for rapid app developmentTagsproduct management tools, ai app builder, bolt app review, no-code development, pm interview prep, claude ai, anthropic, lovable vs bolt, rapid prototyping, mobile app development, ai for product managers, tech podcast, pm tools, interview preparation, gamification, user engagement, product management careers, ai coding future, mvp development, ai productivity

In this episode of Everything Product, hosts Sid and Funny discuss how AI tools are revolutionizing the way aspiring product managers can build portfolio projects. They demonstrate how tools like Replit and Lovable AI allow anyone to create functional websites in under an hour without coding knowledge, solving the classic "chicken and egg" problem of needing experience to get a product management job. Watch as they build podcast websites in real-time and compare the developer-focused Replit with the more user-friendly Lovable AI.

For more updates from Everything Product

Checkout our LinkedIn page - https://www.linkedin.com/company/everything-product-podcast

💎 Here are more resources for you

🚀 The Ultimate PM Launch Pad - Blast Off Your Career Now! 🚀

https://www.youtube.com/playlist?list=PL0KSCr65RCTOupMjArBvrML5VWUGzaKqt

🧰 Master the PM Toolkit - Equip Yourself for Success! 🧰

https://www.youtube.com/playlist?list=PL0KSCr65RCTM4acJOjQYFvOVMzfiEFlqE

⚡️ Stay Ahead of the Tech Curve - Charge Your Knowledge Now! ⚡️

https://www.youtube.com/playlist?list=PL0KSCr65RCTMvYe4lAYpfdbDoNdPbA33o

If you're an aspiring product manager looking to build your portfolio or anyone interested in the latest AI website builders, this episode shows you how to create impressive projects with minimal effort. Subscribe for more content on product management and AI tools!

Timestamps

0:00 - Introduction to the podcast and hosts

0:57 - The "chicken and egg" problem in product management

2:11 - How AI has changed building product prototypes

3:57 - Sid's experience building a prompt template website with Replit

6:05 - Demonstration of the website built with Replit

7:17 - How Replit handles database and user authentication

8:36 - Tour of Replit features (deployments, resources, bounties)

10:36 - Live demo: Building a podcast website with Replit

13:41 - Discussion about API connections in Replit

15:18 - Mention of Anthropic's "Computer Use" project

16:07 - Funny's experience with Lovable AI website builder

17:43 - Comparing UI and features of Lovable vs Replit

18:33 - Exploring the podcast website created by Lovable

19:39 - Discussion about database connections and authentication

20:09 - Closing remarks and call to action

Recommended Tags

#ProductManagement #AITools #WebsiteBuilder #NoCode #ReplitAI #LovableAI #ProductPortfolio #TechStartup #AIWebDevelopment #SideProjects #ProductDesign #WebPrototyping #AIAgents #TechDemo #ProductManagerSkills

In our latest podcast, we dive deep with Priyan Pattnayak, Senior Principal Data Scientist at Oracle Cloud, to explore how AI is reshaping the cloud industry and what it takes to build scalable, AI-driven products.

Priyaranjan (Priyan) Pattnayak is a Senior Principal Data Scientist at Oracle Cloud, where he leads AI efforts for customer experience, cloud console, cloud platform and availability organizations in Oracle Cloud Infrastructure (OCI). With 11 years of experience in machine learning and AI and a Master's degree from the University of Washington, Seattle, Priyan has developed a unique expertise in cutting-edge AI technologies, including Large Language Models (LLMs), Reinforcement Learning from Human Feedback (RLHF), human-in-loop systems, and multi-agent frameworks, for which he has filed several patents/papers.

His current research focuses on building collaborative systems between autonomous agents to achieve diverse goals and exploring multi-modal models and the evaluation of LMMs. Priyan's extensive background in unsupervised learning, Natural Language Processing (NLP), and anomaly detection equips him to tackle complex challenges in AI. At the forefront of AI innovations, he drives business value and mitigates risks through his pioneering work.

In addition to his professional responsibilities, Priyan is actively involved in the AI community as a judge at conferences and a peer reviewer for top-tier conferences such as ACL, ICLR and NeurIPS

For more updates from Everything Product

Checkout our LinkedIn page - https://www.linkedin.com/company/everything-product-podcast

💎 Here are more resources for you

🚀 The Ultimate PM Launch Pad - Blast Off Your Career Now! 🚀

https://www.youtube.com/playlist?list=PL0KSCr65RCTOupMjArBvrML5VWUGzaKqt

🧰 Master the PM Toolkit - Equip Yourself for Success! 🧰

https://www.youtube.com/playlist?list=PL0KSCr65RCTM4acJOjQYFvOVMzfiEFlqE

⚡️ Stay Ahead of the Tech Curve - Charge Your Knowledge Now! ⚡️

https://www.youtube.com/playlist?list=PL0KSCr65RCTMvYe4lAYpfdbDoNdPbA33o

🎯 Key Highlights from the Episode:

✅ How Oracle is integrating AI into its cloud ecosystem

✅ The real challenges of AI adoption in enterprises

✅ Build vs. Buy: Should companies train their own AI models?

✅ Future of AI in healthcare, enterprise SaaS, and beyond

💡 Whether you're a Product Manager, AI enthusiast, or cloud professional, this is a must-listen!

🔥 Drop a 🔥 in the comments if you're excited about the future of AI in the cloud!

#ArtificialIntelligence #OracleCloud #AIInnovation #CloudComputing #ProductManagement #MachineLearning #EnterpriseAI #TechPodcast #GenerativeAI #AIProducts

Join us for an in-depth conversation with Rahul Rai, an Infrastructure Product Manager at Meta with over a decade of experience spanning Cisco, Samsung, Amazon, Microsoft, and Meta. In this episode, Rahul unpacks the complexities of AI model development—from training to inference—and reveals how product managers can navigate the technical and strategic challenges of building scalable systems that serve billions of users.

What You'll Learn:

• The fundamentals of AI training vs. inference and why distributed inference is a game changer.

• How to balance the needs of multiple stakeholders—from ML engineers to end users—in building robust, scalable products.

• Real-world insights into capacity planning and the creation of internal tools that impact global-scale operations.

• A candid comparison of PM cultures and career paths at Amazon, Microsoft, and Meta, along with tips for transitioning into an infrastructure PM role.

• Recommended resources and actionable advice for any PM looking to excel in high-impact technical roles.

Timestamps:

00:00 – Podcast Intro & Setup

01:46 – Meet Rahul Rai: Background and Career Journey

03:17 – AI 101: Training vs. Inference Fundamentals

06:24 – Deep Dive: Analogies and Real-World Examples of AI Inference

10:03 – Distributed Inference Explained: How Models Stay Current

12:34 – Cost Breakdown: Why Inference Drives 90% of AI Model Costs

17:13 – The Infra PM Role: Balancing Stakeholder Needs

22:43 – Building at Scale: Capacity Planning Tools for Billion-User Platforms

24:36 – Meta’s AI Strategy: Open Source Models and Product Integration

28:28 – Comparing Cultures: PM Roles at Amazon, Microsoft, & Meta

36:50 – Autonomy at Meta: Bottom-Up Problem Solving in Action

40:30 – Growth Opportunities: Essential Skills for Infra PMs

42:46 – Measuring Success: Metrics and Impact in Infrastructure PM

44:32 – Resources for PMs: "First 90 Days" & "Getting Stuff Done"

46:05 – Wrap-Up & Connect: How to Follow Rahul Rai

Recommended Tags:

#ProductManagement #InfrastructurePM #AIInference #DistributedInference #Meta #Amazon #Microsoft #TechLeadership #CapacityPlanning #OpenSourceAI #MachineLearning #ProductManager #TechPodcast