Pratim Bhosale: How To Get Into AI From Backend Engineering ConTejas Code podcast

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محتوای ارائه شده توسط Tejas Kumar. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Tejas Kumar یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/in-her-ellement">In Her Ellement</a></span>

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In Her Ellement

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۴ روز پیش۴d ago

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AI and digital expert Suchi Srinivasan and fintech practice leader Kamila Rakhimova from Boston Consulting Group (BCG) talk to the women at the vanguard of business, digital, and technology. They’re digging into how these powerhouse leaders got where they are—everything from the joy of projects gone right to the realities of family responsibilities. And crucially, asking: what was that moment you knew you weren't merely getting there...you had arrived? That's when you know you're in your element.

ConTejas Code »
Pratim Bhosale: How to get into AI from Backend Engineering

حدود یک سال پیش 1:32:26

اشتراک گذاری

MP3•خانه قسمت

Links

- CodeCrafters (partner): https://tej.as/CodeCrafters

- Pratim on X: https://x.com/bhosalepratim

- Tejas on X: https://x.com/tejaskumar_

Summary

In this conversation, we explore the journey from backend development to becoming a Google Developer Expert in Golang. We discuss the significance of microservices architecture, the importance of search technologies, and the development of Cargo Chat, a tool for searching codebases.

Pratim shares insights on building effective search pipelines, Matryoshka embedding models, and the integration of hypothetical documents in search processes. The conversation concludes with a discussion on a mental health journaling app that connects personal reflections with religious texts for encouragement.

Chapters

00:00 Pratim Bhosale

02:19 Introduction

05:16 The Shift to Backend Development and Golang

08:16 Becoming a Google Developer Expert

11:20 Understanding Microservices Architecture

14:19 Building Innovative Tools: Cargo Chat

17:12 Search Technologies and Their Applications

20:15 The Search Pipeline and Embedding Models

29:49 Building a Vector Database

33:13 Local First Movement and Security

34:14 Understanding Hyde: Hypothetical Document Embeddings

36:48 Matryoshka Embedding Models

41:59 The Search Problem in AI

43:57 Developing a Mental Health App

48:02 Comparing Approaches to Vector Search

52:56 Developer Experience and Product Growth

01:02:52 Understanding Developer Experience Levers

01:04:32 Making API Products Click

01:07:40 The Role of Developer Advocacy

01:11:06 Navigating Career Paths in Tech

01:13:58 Finding Your Niche in Developer Relations

01:20:18 Work-Life Balance and Avoiding Burnout

01:24:01 The Importance of Mentorship

01:27:07 Emerging Technologies and Trends

Hosted on Acast. See acast.com/privacy for more information.

88 قسمت

#Tech #Tejas Kumar #Web Development #Software Engineering #Web Engineering #Frontend Engineering #Backend #Frontend #React #TypeScript #JavaScript #Nodejs

Pratim Bhosale: How to get into AI from Backend Engineering

ConTejas Code

published حدود یک سال پیش

اشتراک گذاری

MP3•خانه قسمت

Links

- CodeCrafters (partner): https://tej.as/CodeCrafters

- Pratim on X: https://x.com/bhosalepratim

- Tejas on X: https://x.com/tejaskumar_

Summary

Chapters

00:00 Pratim Bhosale

02:19 Introduction

05:16 The Shift to Backend Development and Golang

08:16 Becoming a Google Developer Expert

11:20 Understanding Microservices Architecture

14:19 Building Innovative Tools: Cargo Chat

17:12 Search Technologies and Their Applications

20:15 The Search Pipeline and Embedding Models

29:49 Building a Vector Database

33:13 Local First Movement and Security

34:14 Understanding Hyde: Hypothetical Document Embeddings

36:48 Matryoshka Embedding Models

41:59 The Search Problem in AI

43:57 Developing a Mental Health App

48:02 Comparing Approaches to Vector Search

52:56 Developer Experience and Product Growth

01:02:52 Understanding Developer Experience Levers

01:04:32 Making API Products Click

01:07:40 The Role of Developer Advocacy

01:11:06 Navigating Career Paths in Tech

01:13:58 Finding Your Niche in Developer Relations

01:20:18 Work-Life Balance and Avoiding Burnout

01:24:01 The Importance of Mentorship

01:27:07 Emerging Technologies and Trends

Hosted on Acast. See acast.com/privacy for more information.

88 قسمت

#Tech #Tejas Kumar #Web Development #Software Engineering #Web Engineering #Frontend Engineering #Backend #Frontend #React #TypeScript #JavaScript #Nodejs

همه قسمت ها

1
Pratim Bhosale: How to get into AI from Backend Engineering 1:32:26

10 weeks پیش1:32:26

1:32:26

Links - CodeCrafters (partner): https://tej.as/CodeCrafters - Pratim on X: https://x.com/bhosalepratim - Tejas on X: https://x.com/tejaskumar_ Summary In this conversation, we explore the journey from backend development to becoming a Google Developer Expert in Golang. We discuss the significance of microservices architecture, the importance of search technologies, and the development of Cargo Chat, a tool for searching codebases. Pratim shares insights on building effective search pipelines, Matryoshka embedding models, and the integration of hypothetical documents in search processes. The conversation concludes with a discussion on a mental health journaling app that connects personal reflections with religious texts for encouragement. Chapters 00:00 Pratim Bhosale 02:19 Introduction 05:16 The Shift to Backend Development and Golang 08:16 Becoming a Google Developer Expert 11:20 Understanding Microservices Architecture 14:19 Building Innovative Tools: Cargo Chat 17:12 Search Technologies and Their Applications 20:15 The Search Pipeline and Embedding Models 29:49 Building a Vector Database 33:13 Local First Movement and Security 34:14 Understanding Hyde: Hypothetical Document Embeddings 36:48 Matryoshka Embedding Models 41:59 The Search Problem in AI 43:57 Developing a Mental Health App 48:02 Comparing Approaches to Vector Search 52:56 Developer Experience and Product Growth 01:02:52 Understanding Developer Experience Levers 01:04:32 Making API Products Click 01:07:40 The Role of Developer Advocacy 01:11:06 Navigating Career Paths in Tech 01:13:58 Finding Your Niche in Developer Relations 01:20:18 Work-Life Balance and Avoiding Burnout 01:24:01 The Importance of Mentorship 01:27:07 Emerging Technologies and Trends Hosted on Acast. See acast.com/privacy for more information.…

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Shivay Lamba: How to run secure AI anywhere with WebAssembly 1:33:49

12 weeks پیش1:33:49

1:33:49

Links - CodeCrafters (partner): https://tej.as/codecrafters - WebAssembly on Kubernetes: https://www.cncf.io/blog/2024/03/12/webassembly-on-kubernetes-from-containers-to-wasm-part-01/ - Shivay on X: https://x.com/howdevelop - Tejas on X: https://x.com/tejaskumar_ Summary In this podcast episode, Shivay Lamba and I discuss the integration of WebAssembly with AI and machine learning, exploring its implications for developers. We dive into the benefits of running machine learning models in the browser, the significance of edge computing, and the performance advantages of WebAssembly over traditional serverless architectures. The conversation also touches on emerging hardware solutions for AI inference and the importance of accessibility in software development. Shivay shares insights on how developers can leverage these technologies to build efficient and privacy-focused applications. Chapters 00:00 Shivay Lamba 03:02 Introduction and Background 06:02 WebAssembly and AI Integration 08:47 Machine Learning on the Edge 11:43 Privacy and Data Security in AI 15:00 Quantization and Model Optimization 17:52 Tools for Running AI Models in the Browser 32:13 Understanding TensorFlow.js and Its Architecture 37:58 Custom Operations and Model Compatibility 41:56 Overcoming Limitations in JavaScript ML Workloads 46:00 Demos and Practical Applications of TensorFlow.js 54:22 Server-Side AI Inference with WebAssembly 01:02:42 Building AI Inference APIs with WebAssembly 01:04:39 WebAssembly and Machine Learning Inference 01:10:56 Summarizing the Benefits of WebAssembly for Developers 01:15:43 Learning Curve for Developers in Machine Learning 01:21:10 Hardware Considerations for WebAssembly and AI 01:27:35 Comparing Inference Speeds of AI Models Hosted on Acast. See acast.com/privacy for more information.…

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DevRel deep dive: what it is, how to do it, how to measure it 2:06:49

15 weeks پیش2:06:49

2:06:49

Links - Codecrafters (Partner): https://tej.as/codecrafters - Tejas on X: https://x.com/tejaskumar_ - Mary Thengvall, The Business Value of Developer Relations: https://develocity.io/measuring-devrel-success-effective-metrics-for-impact/#:~:text=In%20a%20talk%20given%20at,5 - Matthew Revell, “What is Developer Relations?”: https://developerrelations.com/guides/what-is-developer-relations/#:~:text=Most%20companies%20invest%20in%20DevRel,because%20they%20want%20to%20affect - Quinton Wall, Does Developer Relations Belong Under Marketing or Engineering?: https://www.linkedin.com/pulse/does-developer-relations-belong-under-marketing-engineering-wall-z9gic#:~:text=For%20early%20stage%20companies%2C%20Developer,the%20detriment%20of%20developer%20experience - Mike Stowe, A Brief History Of Developer Relations Programs: https://influitive.com/blog/brief-history-developer-relations-programs-developer-communities/#:~:text=When%20I%20joined%20Constant%20Contact,across%20one%20of%20these%20companies - R. Scott, Developer Relations: A Growth Engine from Day One: https://www.delltechnologiescapital.com/resources/devrel-day-one#:~:text=%E2%80%8DDeveloper%20Relations%20is%20at%20its,%E2%80%9D - Matt Bernier, The intersection of DevRel and Product Management: https://developerrelations.com/talks/intersection-dev-rel-product-management/#:~:text=The%20Barbican%2C%20London%2C%20UK - Develocity.io, Measuring DevRel Success: Effective Metrics for Impact: https://develocity.io/measuring-devrel-success-effective-metrics-for-impact/#:~:text=impact%20on%20user%20engagement%20and,2 - Jake Prins, 10 Ways to Build a Developer Community: https://www.apideck.com/blog/ten-ways-to-build-a-developer-community#:~:text=in,seminar%2C%20or%20webinar - Francine Hardaway, DevRel: Marketing, Product Management, or Neither?: https://medium.com/influence-marketing-council/devrel-marketing-product-management-or-neither-77d6c4666f7f#:~:text=Most%20developer%20relations%20programs%20wrestle,sourced%20by%20DevRel%20are%20invaluable Chapters 00:00:00 Introduction 00:02:28 The Core Thesis of DevRel 00:12:41 History of DevRel: From Apple in the 80s to Today 00:19:08 The Value of DevRel & Success Stories (Stripe, MongoDB) 00:25:08 The Critical Role of the Feedback Loop 00:27:03 The Danger of Ignoring DevRel Feedback 00:34:33 Where DevRel Sits: Marketing vs. Product & Engineering 00:37:22 The Gold Standard: A Product Engineer with a Megaphone 00:49:37 Measuring DevRel Success: Beyond Vanity Metrics 00:52:00 Key Metrics: Community, Satisfaction, & Monthly Active Developers (MAD) 01:01:31 Practical DevRel: How to Build Community 01:03:37 Practical DevRel: Content Strategy & "Carving the Turkey" 01:06:50 Practical DevRel: Improving the Onboarding Experience 01:11:00 Practical DevRel: Events, Public Speaking & Internal Advocacy 01:17:20 Start of Q&A with Africa's DevRel Community 01:18:02 Defining AI Engineering vs. Machine Learning 01:20:01 Defining DevRel: It's High-Quality Customer Relations 01:26:32 Q&A: Is Developer Experience (DX) the same as User Experience (UX)? 01:29:14 Q&A: How AI is Changing UX/DX with Model Context Protocol (MCP) 01:35:32 Q&A: Biggest Opportunities for DevRel in AI 01:38:25 Q&A: Necessary Skills for AI DevRel (Communication is #1) 01:44:22 Q&A: Where to Find Developers for New Niche Tools 01:48:08 Q&A: What's Most Exciting in Tech Right Now? 01:53:22 Q&A: Advice for New Developers in the AI Era (Build and Ship!) 01:58:00 Q&A: How to Balance Technical Work with Community Management 02:00:57 Q&A: How to Form Meaningful Professional Relationships 02:05:56 Conclusion Hosted on Acast. See acast.com/privacy for more information.…

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Dev Agrawal: How to be notable, event sourcing, and SolidJS 1:46:11

16 weeks پیش1:46:11

1:46:11

Links - CodeCrafters (partner): https://tej.as/codecrafters - Dev on X: https://x.com/devagrawal09 - Xolvio: https://xolv.io/ - Tejas on X: https://x.com/tejaskumar_ Previous Episodes - Taylor Desseyn - YouTube: https://www.youtube.com/watch?v=6l6GpkHNlZw - Spotify: https://open.spotify.com/episode/1xN7YeNpkCf4qJ3kUkVVuh - Apple: https://podcasts.apple.com/nz/podcast/taylor-desseyn-how-to-build-a-genuine-high-quality-network/id1731855333?i=1000684664112 - Event Sourcing - YouTube: https://www.youtube.com/watch?v=VtmPTigdpos - Spotify: https://open.spotify.com/episode/32dmiUBZclkXNWT1YcUJHr - Apple: https://podcasts.apple.com/us/podcast/event-sourced-architecture-a-deep-dive/id1731855333?i=1000696976876 Summary We discuss the journey of becoming a notable developer, the importance of intentional networking, and the role of content creation in building a professional presence. Dev shares insights from his experiences in DevRel, the challenges of the industry, and the significance of event sourcing in modern applications. We then discuss the intricacies of event sourcing, exploring its implications for software architecture, performance, and testing. The discussion highlights the importance of projections, caching, and the separation of command and query responsibilities (CQRS) in building efficient applications. Real-world applications, such as Git and Redux, are examined as examples of event sourcing in practice. Finally, we explore Solid.js and its comparison with React, focusing on fine-grained reactivity, the challenges of adopting new frameworks, and the evolution of web development practices. They explore the unique features of Solid.js, including its compiler and async signals, while discussing the broader implications for developers transitioning between frameworks. The conversation also touches on the importance of full stack development and the mindset required to excel in the field. Chapters 00:00:00 Dev Agrawal 00:04:16 Becoming Notable in Tech 00:14:24 Intentional Networking and Building a Presence 00:24:27 The Role of Content Creation 00:34:29 DevRel Insights and Career Transitions 00:44:05 Understanding Event Sourcing 00:43:37 Caching and Performance in Event Sourcing 00:48:42 Real-World Applications of Event Sourcing 00:51:31 Command Query Responsibility Segregation (CQRS) Explained 00:54:24 Event Sourcing in UI State Management 00:57:25 Overcoming Resistance to Event Sourcing 01:00:22 The Challenges of Transitioning to Event Sourcing 01:04:34 Storing Events and Schema Management 01:07:16 Testing with Event Sourcing 01:08:51 Introduction to Solid.js and Its Advantages 01:13:12 Understanding Fine-Grained Reactivity 01:15:06 Challenges in Replacing React 01:16:30 The Unique Model of Solid.js 01:18:22 The Catch-22 of Learning React 01:19:52 Comparing Fine-Grained Reactivity in Solid and React 01:23:50 The Role of Solid's Compiler 01:25:57 Exploring Solid.js 2.0 and Async Signals 01:28:55 Server-Side Rendering and Async Signals 01:35:08 Partial Pre-Rendering and Edge Workers 01:37:41 Becoming a Full Stack Developer Hosted on Acast. See acast.com/privacy for more information.…

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Lu Wilson: How to Build an AI-Native Whiteboard for Everyone 1:09:13

17 weeks پیش1:09:13

1:09:13

Links - CodeCrafters (partner): https://tej.as/codecrafters - Lu on X: https://x.com/todepond - Lu on Bluesky: https://bsky.app/profile/todepond.com - Lu on YouTube: https://www.youtube.com/@todepond - tldraw: https://tldraw.com/ - Make Real: https://makereal.tldraw.com/ - tldraw computer: https://computer.tldraw.com/ - Tejas on X: https://x.com/tejaskumar_ Summary We talk with Lu Wilson, an engineer at tldraw: a startup focused on innovative whiteboard technology. Together, we discuss the evolution of tldraw, the impact of AI on creative workflows, and the importance of experimentation in tech development. Lu shares insights on their very interesting experiments like Make Real and the new tldraw Computer, emphasizing the need for user-friendly AI tools that empower everyone, not just programmers. The discussion also touches on building a culture of experimentation within teams and the future of AI in design and development. Chapters 00:00 Lu Wilson 04:12 Introduction to TL Draw and Lou Wilson's Work 07:12 Exploring Make Real: AI and Canvas Integration 10:07 The Evolution of TL Draw Computer 12:56 User Experiences and Creative Applications 15:57 Future Directions and Innovations in TL Draw 19:06 AI Workflows: Democratizing Technology for Everyone 35:16 The Evolution of Teal Draw's Features 38:05 Challenges in Implementing Autocomplete 41:23 Building a Future-Proof AI Module 43:01 Understanding LLMs and Canvas Interaction 45:52 Evaluating AI Performance on Canvas 48:25 AI as a Collaborative Partner 53:01 Fostering a Culture of Experimentation 54:11 Balancing Innovation and Business Goals Hosted on Acast. See acast.com/privacy for more information.…

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Sean Roberts: How to create better UX with AI Agent Experience (AX) 1:51:19

18 weeks پیش1:51:19

1:51:19

Links - Codecrafters (sponsor): https://tej.as/codecrafters - Agent Experience: https://agentexperience.ax - Arrazo: https://spec.openapis.org/arazzo/latest.html - Netlify: https://netlify.com - Sean on X: https://x.com/JavaSquip - Tejas on X: https://x.com/tejaskumar_ Summary This episode dives deep into the emerging field of Agent Experience (AX), exploring how software agents, including LLMs, will interact with the web and online services. The conversation highlights the distinction between the "human web" and the "agent web," emphasizing the need for new approaches to ensure agents can effectively understand context and execute tasks. Key topics include contextual alignment protocols like MCP (Machine Context Protocol), and standards such as `llms.txt` and `agents.json`, alongside efforts like Arrazo, which aim to provide structured information and enable complex workflows for agents. A significant portion of the discussion focuses on the challenges of authentication for agents, moving beyond human-in-the-loop processes and complex systems like OAuth2 towards more agent-friendly, secure, and auditable solutions, possibly involving dedicated agent user identities. The dialogue also covers practical considerations like providing data to LLMs efficiently, the importance of API accessibility for agents, and the need for businesses to adapt to this new paradigm of interaction. Finally, the conversation underscores that AX is a rapidly evolving area, transitioning from theoretical concepts to practical applications, with a strong call for community collaboration to develop best practices and robust solutions for the future of agent-driven web interactions. Chapters 00:00 Intro 03:35 Exploring Agent Experience (AX) and Its Importance 06:23 Understanding the Role of Model Context Protocol (MCP) 09:22 The Principles of Great Agent Experience 12:24 Agent Accessibility and Its Challenges 15:34 Contextual Alignment: Enhancing Agent Interaction 18:31 Human-Centric Design in Agent Experience 21:23 The Future of AI and Agent Experiences 24:25 Improving Human Accessibility Through Agentic Experiences 27:29 Primitives of Agent Accessibility 30:22 Avoiding Human in the Loop Patterns 33:19 Authentication in an Agentic World 38:34 Navigating API Token Strategies 43:30 Contextual Alignment: The Next Frontier 55:50 Understanding Agents vs. Bots 01:00:19 Optimizing Contextual Alignment for Agents 01:14:11 Understanding Website Infrastructure and Cost Implications 01:14:37 The Role of LLMs in Web Navigation 01:17:54 Quantifying ROI in Web Technologies 01:19:43 Introduction to Arazo and Workflow Management 01:24:26 Measuring Human vs. Agent Interaction 01:30:28 The Emergence of Agent Experience (AX) 01:38:09 Five Principles of Agent Experience (AX) Hosted on Acast. See acast.com/privacy for more information.…

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Santosh Yadav: How to level up your career, health, and life 1:47:04

19 weeks پیش1:47:04

1:47:04

Links - CodeCrafters (partner): https://codecrafters.io/ - Santosh's website: https://santoshyadav.dev/ - Santosh on X: https://x.com/santoshyadavdev - "My Journey to Staff Engineer" by Santosh: https://www.santoshyadav.dev/blog/2025-03-29-my-journey-to-staff-engineer/ - The Staff Engineer's Path: https://www.oreilly.com/library/view/the-staff-engineers/9781098118723/ Previous episode with Santosh - Apple: https://podcasts.apple.com/us/podcast/santosh-yadav-how-open-source-changes-lives-angular/id1731855333?i=1000664702562&l=pt-BR - Spotify: https://open.spotify.com/episode/1qjaz4PCxEMwUKP2IyBSBv?si=d338dd633c764939 - YouTube: https://www.youtube.com/watch?v=MqlBFtg8EtU Summary Santhosh Yadav discusses his promotion to Staff Engineer at Celonis, contrasting it with his previous experiences of leaving jobs rather than being promoted. He emphasizes that management is a "side step" not a "step up" from an Individual Contributor (IC) role. The conversation moves into why engineers often leave jobs after two years, the importance of finding fulfilling work, and how a colleague's comment ("planted the seed") and the book "Staff Engineer's Path" helped him pursue the promotion. A significant portion covers Santhosh's personal health journey after a Type 2 diabetes diagnosis, which led him to prioritize health, drop conference speaking, and take up running. He shares his progress from struggling with 3km to completing a half marathon, emphasizing listening to his body, proper gear, rest, and not comparing himself to others. This inspired him to launch devswhorun.dev to motivate other developers. Other topics include: - The value of validation and good managers. - Dealing with toxic work environments (advice: leave). - Productivity while working from home. - His podcast "This is Tech Talks" and interest in home automation. The core message: cherish what you have and the importance of health for sustainable impact. Chapters 00:00:00 Santosh Yadav 00:04:31 Introduction and Guest Welcome 00:05:31 Career Progression and Promotion Journey 00:11:36 The Importance of Staying in One Place 00:15:21 Understanding Solonis and Its Impact 00:19:29 The Role of a Staff Engineer 00:24:29 The Value of Validation in Career Growth 00:31:31 Balancing Health and Career 00:39:44 Conclusion and Future Aspirations 00:40:39 Fitness Journey and Personal Records 00:41:31 The Impact of Niceness on Management 00:45:25 Transforming Toxicity into Calmness 00:50:25 Building Connections Beyond Work 00:52:55 The Importance of Compassion in the Workplace 00:54:39 Work from Home vs. Office Productivity 00:57:59 Exploring AI and Home Automation 01:07:37 The Evolution of Angular and Personal Health Journey 01:10:11 Health Transformation and Running a Half Marathon 01:16:38 The Journey of Personal Growth Through Running 01:20:23 Understanding the Importance of Recovery and Rest 01:22:32 Choosing the Right Gear for Running 01:25:12 Leveraging Technology for Training and Recovery 01:33:36 Community Building Through Shared Experiences 01:36:16 Transforming Personal Challenges into Community Impact Hosted on Acast. See acast.com/privacy for more information.…

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Sacha Greif: How to Understand Developers through Surveys 1:57:18

20 weeks پیش1:57:18

1:57:18

Links - Codecrafters (partner): https://tej.as/codecrafters - State of Devs survey: https://stateofdevs.com/en-US - Sacha's post on Dev.to: https://dev.to/sachagreif/how-the-devographics-surveys-are-run-2023-edition-1p6a\ - Episode with Ujjwal Sharma (TC39 Chair): https://www.linkedin.com/posts/tejasq_contejas-code-ujjwal-sharma-how-javascript-activity-7185637709128884225-joHP - Sacha on X: https://x.com/SachaGreif - Sacha's website: https://sachagreif.com/ - Tejas on X: https://x.com/tejaskumar_ Summary In this discussion, we talk deeply with Sacha Greif, the founder of the popular State of JS, State of CSS, State of WebDev AI, and State of Devs surveys. We understand: 1. What it takes to create a great survey 2. How to process and visualize the data 3. Interesting insights and trends from the latest surveys Finally, we explore the biggest lessons Sacha learned from running the surveys for the past 7 years. Chapters 00:00:00 Introduction 00:06:30 Goals & Scope of the Surveys 00:09:15 Why the Surveys Resonat 00:18:11 Survey Design 00:23:20 Crafting Effective Survey Questions 00:26:19 The Open Source Stack 00:30:34 Monetization Strategy 00:34:25 Potential Future Surveys 00:36:04 Subjective Opinion vs. Objective Truth in Data 00:37:42 Handling Bias, Demographics, and Language Barriers 00:41:50 Optional Questions, Data Privacy, and Transparency 00:48:33 Addressing Criticism: Representation and Influencer Lists 00:57:20 Post-Survey: Data Analysis and Visualization 01:04:19 The Technical Infrastructure Behind the Surveys 01:08:13 Simplicity vs. Complexity in Development 01:09:20 Biggest Traffic Drivers & YouTuber Influence 01:11:08 Communicating Context and Avoiding Misinterpretation 01:13:10 Key Finding 1: Things Change Slower Than Perceived 01:15:13 Why the Disconnect Between Perception and Reality? 01:19:26 Key Finding 2: State of Web Dev AI & "Vibe Coding" Reality 01:27:48 Key Finding 3: The "Boomerang Effect"/Hype Cycle of Tools 01:35:13 How Tools Supersede Each Other (Webpack/Vite, Node/Bun) 01:42:12 How Established Tools Compete & Adapt 01:44:17 Most Important Lessons Learned Running the Surveys 01:49:46 Hope for the Surveys' Future Impact 01:52:45 Call to Action: Take the State of Devs Survey Hosted on Acast. See acast.com/privacy for more information.…

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Alexander Lichter: The State of Modern Web Tooling 1:37:26

21 weeks پیش1:37:26

1:37:26

Links - Codecrafters (sponsor): https://tej.as - Alex: https://www.lichter.io/ - Alex on YouTube: https://www.youtube.com/@TheAlexLichter - Alex on X: https://x.com/TheAlexLichter - VoidZero: https://voidzero.dev/ - Vite Plus: https://i.redd.it/l0d9yemja1pe1.jpeg - Talk including VitePlus: https://youtube.com/watch?v=5mn3EpWCcJs&t=16353s - Rolldown Vite: https://vite.dev/rolldown - Oxc Custom Lint Plugins discussion: https://github.com/oxc-project/oxc/discussions/10342#discussioncomment-12828320 Previous Episode - Apple: https://podcasts.apple.com/us/podcast/alexander-lichter-how-to-get-the-most-out-of-vue-js-and-nuxt/id1731855333?i=1000678873395 - Spotify: https://open.spotify.com/episode/5NdqcW2GnQ57IetEKD1dua - YouTube: https://www.youtube.com/watch?v=Y32Ko_CkbAI Summary In this conversation, Alexander Lichter and I discuss the evolution of JavaScript tooling, focusing on the significance of VoidZero and Vite. We explore the need for a unified JavaScript toolchain, the challenges faced by existing tools like Webpack, and the importance of user experience in development tools. We also touch on the lessons learned from the Rome project and the future of VoidZero, including its funding and vision for open-source development. Chapters 00:00:00 Alex Lichter 00:06:33 The Evolution of JavaScript Tooling 00:09:34 Understanding VoidZero and Its Purpose 00:12:15 The Need for a Unified JavaScript Toolchain 00:15:16 Vite: The Cornerstone of Modern Development 00:18:21 Comparing Vite and Webpack 00:21:17 User Experience in Development Tools 00:24:34 Lessons from Rome and Biome 00:27:14 Funding and Future of VoidZero 00:35:03 Introduction to Rolldown and Its Origins 00:36:00 Understanding Rolldown's Purpose and Features 00:39:34 The Transition from Rollup to Rolldown 00:42:46 The Need for Speed in Development 00:46:31 The Role of Plugins in Rolldown 00:49:53 OxLint: A Game Changer for Linting 00:57:33 Exploring the OxC Toolkit 00:59:48 Clarifying Relationships in the Toolchain 01:03:43 Type Checking Strategies and Future Directions 01:05:21 Understanding Isolated Declarations in TypeScript 01:06:20 Performance Comparison: OXC vs SWC 01:09:11 The Role of Code Formatting in Development 01:12:18 Extensibility and Plugin Architecture of OXC 01:15:21 Dev Server Performance and Cold Starts 01:21:35 The Role of Developer Relations at VoidZero 01:27:24 Encouraging Contributions from the Community 01:31:19 Collaboration Between Different Developer Communities 01:33:21 Future Prospects and Final Thoughts Hosted on Acast. See acast.com/privacy for more information.…

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Kent C. Dodds: Model Context Protocol (MCP) and how it changes UX 2:01:25

22 weeks پیش2:01:25

2:01:25

Links - Codecrafters (sponsor): https://tej.as/codecrafters - Epic AI: https://epicai.pro/ - MCP: https://www.anthropic.com/news/model-context-protocol - Kent on X: https://x.com/kentcdodds - Tejas on X: https://x.com/tejaskumar_ Summary In this episode, we explore the evolution of user interaction, particularly in the context of AI and the Model Context Protocol (MCP). We discuss how user experiences are shifting from traditional UI elements to more natural language interactions, akin to conversing with a human assistant. We also discuss the potential of AI to enhance user experiences and the implications of MCP in creating more efficient workflows. Kent shares his vision for a Jarvis-like AI assistant that could revolutionize how we interact with technology, emphasizing the importance of understanding and implementing MCP for developers and users alike. We also talk about security concerns, particularly tool poisoning, highlighted as significant issues that need addressing. Chapters 00:00:00 Intro 00:03:35 The Evolution of User Interaction 00:07:41 AI and the Future of User Experience 00:11:45 Building the Future: Jarvis and MCP 00:15:34 MCP: Understanding the Model Context Protocol 00:28:28 The Practical Implications of MCP 00:42:14 Understanding MCP and LLM Interactions 00:47:12 The Evolution and Maturity of MCP Spec 00:52:07 The Future of MCP and Its Adoption 01:01:07 Security Concerns in MCP: Tool Poisoning 01:05:20 MCP's Impact on Digital Strategies 01:22:25 The Future of AI and MCP 01:28:18 User Experience and Adoption of AI 01:33:44 How to Get Started with MCP 01:40:50 Building MCP Servers and Best Practices 01:45:46 Exploring AI Developments Beyond MCP 01:52:45 Agent Communication and Tool Management 01:57:31 Where to find Kent C. Dodds Hosted on Acast. See acast.com/privacy for more information.…

1
Kendo UI Team: How to build quality design systems, Kendo UI, collaboration 1:47:44

23 weeks پیش1:47:44

1:47:44

Links - Kendo React: https://www.telerik.com/kendo-react-ui/components/free - Kathryn's Book: https://www.telerik.com/campaigns/design-story/ebook--foundations-of-design-for-developers - Progress: https://progress.com - Sam on X: https://x.com/samidip - Kathryn on X: https://x.com/kathryngrayson - Kiril on X: https://x.com/kirchoni Summary In this episode, we talk with Sam Basu, Kathryn Grayson Nanz, and Kiril to explore Kendo UI and Kendo React. We discuss the evolution of UI libraries, the engineering behind Kendo's components, and the importance of accessibility in modern applications. The conversation delves into the unique offerings of Kendo React, particularly its data grid and virtualization techniques, as well as the design considerations that enhance user experience. The introduction of the Theme Builder is highlighted as a tool that bridges the gap between design and development, allowing for seamless collaboration and customization. We also cover the importance of collaboration between designers and developers, the significance of design tokens, and the incremental adoption of Kendo React in existing applications. Chapters 00:00:00 Intro 00:04:24 Kendo UI and Progress 00:07:19 Kendo React's Unique Offerings 00:10:35 The Engineering Behind Kendo UI Components 00:13:10 Kendo React: A Case Study in UI Libraries 00:16:19 Accessibility and Compliance in Kendo React 00:19:35 Deep Dive into Kendo React's Data Grid 00:22:26 Virtualization Techniques in Kendo React 00:25:31 Design Considerations for Kendo UI Components 00:28:37 Theme Builder: Bridging Design and Development 00:38:15 Version Control in Design Workflows 00:39:22 The Evolution of Theme Builder 00:40:41 User-Centric Design and Feedback 00:42:35 The Role of Design Systems 00:44:37 Bridging the Gap: Designer-Developer Collaboration 00:46:12 Understanding Design Tokens 00:47:57 Incremental Adoption of Kendo React 00:55:53 State Management in Kendo React 00:62:37 Bundle Size Considerations 01:10:35 Measuring the Success of a Design System 01:15:14 Design Systems and Component Libraries 01:19:45 The Role of Progress and Kendo UI 01:24:21 Learning Resources for Developers 01:27:56 Evaluating UI Component Libraries 01:33:56 Collaboration in UI Design and Development 01:36:14 Emerging Technologies and AI in UI Development 01:44:23 Future Trends in React and UI Components Hosted on Acast. See acast.com/privacy for more information.…

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Event Sourced Architecture: A Deep Dive 1:29:34

24 weeks پیش1:29:34

1:29:34

Follow me on 𝕏: https://x.com/tejaskumar_ This podcast episode dives deep into the world of Event Sourcing, a powerful architectural pattern used in modern software development. Beginning with a clear definition of Event Sourcing, the episode explores its roots in Domain Driven Design and its critical role in recording and storing every change made to the state of an application in an event store. I break down complex topics, such as the nature of events, the intricacies of implementing Event Sourcing in real-world applications, and the various benefits and challenges associated with this approach. Listeners will gain insights into the practical aspects of Event Sourcing, including detailed discussions on storage costs, computational expenses, and the practice of snapshotting to optimize performance. The episode also covers the concept of event ownership, Command Query Responsibility Segregation (CQRS), and ensuring data consistency using Apache Kafka, a distributed event streaming platform known for its high throughput, reliability, and scalability. Further, the episode delves into Kafka's performance mechanisms, its use as an event store, and the transition from Zookeeper to KRaft for cluster coordination. Alternatives to Kafka, such as using Postgres' Write-Ahead Logging (WAL) as an event store, are examined, providing listeners with a comprehensive view of the options available for implementing Event Sourcing. The discussion extends to real-life use cases of Event Sourcing, highlighting its application across various industries and projects. The experts also tackle some of the common problems encountered when adopting Event Sourcing, offering practical advice and solutions. Finally, the episode concludes with a thoughtful analysis on whether Event Sourcing is the right choice for your project, helping listeners to make informed decisions based on their specific needs and project requirements. This episode is a must-listen for software developers, architects, and technology leaders looking to understand Event Sourcing, its benefits, challenges, and implementation strategies. Whether you're new to Event Sourcing or looking to refine your existing knowledge, this episode provides valuable insights into making the most of this powerful architectural pattern. Chapters 00:00 - Intro 03:33 - Sponsor (CrabNebula.dev) 04:21 - Defining Event Sourcing 07:47 - What are Events? (Domain Driven Design) 14:45 - Real-World Examples of Event Sourcing 19:52 - Complexities of Event Sourcing 21:33 - Storage Costs 23:36 - Computational Costs 24:10 - Snapshotting 35:15 - Event Ownership 36:19 - CQRS 44:08 - Consistency with Kafka 54:10 - Kafka Performance Mechanisms 01:03:05 - Kafka as an Event Store 01:04:13 - Zookeeper & KRaft 01:09:47 - Postgres WAL as an Event Store? 01:13:24 - Event Sourcing Use Cases 01:18:50 - Event Sourcing Problems 01:26:22 - Should You Event Source? 01:27:44 - Conclusion Hosted on Acast. See acast.com/privacy for more information.…

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Get up to date with AI in 2025: Agents, Model Context Protocol (MCP), Hybrid Search, RAG, and more... 1:35:50

25 weeks پیش1:35:50

1:35:50

Links - Codecrafters: https://tej.as/codecrafters - Tejas on X: https://x.com/tejaskumar_ - JSHeroes conference: https://jsheroes.io - Attention is All You Need Paper: https://scispace.com/pdf/attention-is-all-you-need-1hodz0wcqb.pdf - Google Agents paper: https://ppc.land/content/files/2025/01/Newwhitepaper_Agents2.pdf - Jack Herrington episode about implementing MCP server: - YouTube: https://www.youtube.com/watch?v=0zXyCQV4A84 - Apple: https://podcasts.apple.com/nz/podcast/jack-herrington-model-context-protocol-mcp-growing/id1731855333?i=1000698551942 - Spotify: https://open.spotify.com/episode/5u7ReU2AMnS3TOYuiSwVY1?si=HrBzavRGThOITtYdXDloTA - John McBride episode about fine-tuning Mistral 7B at OpenSauced - YouTube: https://www.youtube.com/watch?v=ipbhB3k0ik0 - Apple: https://podcasts.apple.com/us/podcast/1731855333?i=1000663298584 - Spotify: https://open.spotify.com/episode/77UWTis0TxCd1uPOZhGAnJ?si=CUGmHtJ2RxWhmW5MI3XYbg Summary This episode is a long-form lecture on AI innovation in 2025. We cover a wide range of topics. For more details, see chapters below. Chapters 00:00:00 Intro 00:02:31 What is AI? 00:07:30 Limitations of AI 00:14:29 Solving AI Problems with RAG 00:22:51 Embeddings and Vector Databases Explained 00:31:23 Hybrid Search: Vectors and Keywords (BM25) 00:38:17 Rerankers for Maximum Accuracy 00:43:51 RAG vs. Fine-Tuning 00:54:29 AI Agents 01:13:12 Model Context Protocol (MCP) 01:26:12 How to Get Started 01:34:04 Conclusion Hosted on Acast. See acast.com/privacy for more information.…

42 weeks پیش1:49:35

1:49:35

Links - Codecrafters (sponsor): https://tej.as - Alex: https://www.lichter.io/ - Alex on YouTube: https://www.youtube.com/@TheAlexLichter - Alex on X: https://x.com/TheAlexLichter Summary This episode discusses a conversation with Alexander Lichter, a web engineering consultant and member of the Vue.js and Nuxt community. He shares his journey into content creation, including his YouTube channel and the DejaVue podcast, which he started to fill a gap in advanced Vue.js educational content. The discussion explores why Vue gained popularity, particularly among developers from non-JavaScript backgrounds, and examines Vue's technical architecture, including the transition from Options API to Composition API. Lichter also explains Vue's balanced approach between React's flexibility and Angular's strict structure, making it particularly accessible for developers coming from traditional web development backgrounds. Chapters 00:00:00 Introduction 00:13:20 Reasons for Choosing Vue.js and Comparison with React 00:23:23 Introduction to Setup Function and Async Operations 00:32:38 Limitation of Reactive with Scalar Types 00:44:42 Vue.js maintaining its position through innovation 00:52:56 Focus on Ecosystem and Community Impact 01:02:30 Introduction to React and useState 01:10:33 Introduction to Nuxt Config Directory 01:19:22 Vue Directives and V-Model 01:27:28 Migration Guide and Breaking Changes in Nuxt 4 01:41:05 Data Fetching and Composition API in Vue 01:49:14 Cover and Review Request Hosted on Acast. See acast.com/privacy for more information.…

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