Reflections On Technology Trends, AI Impact, And Memorable Episodes

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

5 hari yang lalu1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

JavaScript Jabber « »
Reflections on Technology Trends, AI Impact, and Memorable Episodes - JSJ 665

sekitar setahun yang lalu 2:05:33

MP3•Beranda episode

AJ - 100 Days of Rejection (Therapy)
AJ - https://www.youtube.com/playlist?list=PLamouX6QxWIuTHuaArIOzdorWoYaF6cU5
AJ - John Sonmez: Eye Contact & Smirking
AJ - John Sonmez: How to Become a Man
AJ - EvalPlus Leaderboard
AJ - Ollama
Charles -Heat
Charles - Heat: Pedal to the Metal
Charles - Hit Refresh by Satya Nadella
Charles - American Icon by Bryce Hoffman
Charles - System76
Charles - Wizard's First Rule (Sword of Truth, Book 1) (Sword of Truth, 1)
Dan - A Man on the Inside (TV Series 2024
Dan - The Best Syria Breakdown You'll Ever Hear - Thomas Small
Dan - Master of the Five Magics

Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

715 episode

#JavaScript #Prog Languages #Programming #Browser #Internet #Web #Framework #Node #Nodejs #Tech #Careers #Business #Podcasting Education #End Devs #Programme #Development #End

JavaScript Jabber

Reflections on Technology Trends, AI Impact, and Memorable Episodes - JSJ 665

JavaScript Jabber

163 subscribers

published sekitar setahun yang lalu

MP3•Beranda episode

AJ - 100 Days of Rejection (Therapy)
AJ - https://www.youtube.com/playlist?list=PLamouX6QxWIuTHuaArIOzdorWoYaF6cU5
AJ - John Sonmez: Eye Contact & Smirking
AJ - John Sonmez: How to Become a Man
AJ - EvalPlus Leaderboard
AJ - Ollama
Charles -Heat
Charles - Heat: Pedal to the Metal
Charles - Hit Refresh by Satya Nadella
Charles - American Icon by Bryce Hoffman
Charles - System76
Charles - Wizard's First Rule (Sword of Truth, Book 1) (Sword of Truth, 1)
Dan - A Man on the Inside (TV Series 2024
Dan - The Best Syria Breakdown You'll Ever Hear - Thomas Small
Dan - Master of the Five Magics

Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

715 episode

#JavaScript #Prog Languages #Programming #Browser #Internet #Web #Framework #Node #Nodejs #Tech #Careers #Business #Podcasting Education #End Devs #Programme #Development #End

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JavaScript Jabber

1
A Guide to AI Models: From Tokenization to Neural Networks with Ishaan Anand - JsJ_669 1:38:06

11 hari yang lalu1:38:06

1:38:06

In this enlightening episode of JavaScript Jabber, hosted by Charles Max Wood and Steve Edwards, panelist AJ O'Neil is joined by guest Ishaan Anand to delve deep into the intricacies of AI and large language models. Ishaan, an expert with over two decades of experience in engineering and product management, shares insights into his innovative implementation of GPT-2, providing a comprehensive breakdown of how transformers work in AI. The discussion covers various aspects of AI, including how models predict the next word, the concept of tokenization, embeddings, and the attention mechanism which is central to transformer architectures. Listen in as they explore practical applications, challenges, and the evolving landscape of AI, with a special emphasis on mentorship and education through Ishaan's unique course offering. Whether you're an AI aficionado or a JavaScript developer eager to expand your knowledge, this episode offers valuable perspectives and learning opportunities. Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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Exploring ReactScan: Aiden Bai's Tool for Identifying React Performance Issues - JsJ 668 1:07:50

18 hari yang lalu1:07:50

1:07:50

In this episode of JavaScript Jabber, panelist Dan Shappir sits down with guest Aden Bai to delve into the nuances of React performance. Broadcasting from Tel Aviv, Dan welcomes Aden, who is based in San Francisco, for an insightful discussion on optimizing React apps. Aden, known for his projects Million JS and ReactScan, shares his journey into coding and his focus on enhancing web performance. Together, they explore the intricacies of the virtual DOM, React rendering processes, and the common pitfalls that developers face in managing performance. Aden introduces ReactScan, a tool designed to visualize and troubleshoot performance issues in React applications, making complex profiling accessible to a broader range of developers. The conversation also touches on broader performance metrics like Core Web Vitals and the challenges of maintaining efficiency across various devices and browsers. Whether you're a seasoned developer or new to React, this episode offers valuable insights into creating faster and more efficient web applications. Tune in to learn how you can improve your React project's performance and user experience with tools and techniques from top industry experts. Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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TanStack: A Deep Dive into Server Functions and Routing with Tanner Linsley - JsJ 667 1:29:16

26 hari yang lalu1:29:16

1:29:16

In this episode of JavaScript Jabber, host Steve Edwards is joined by panelists Dan Shappir and AJ O'Neil, along with special guest Tanner Lindsley, to explore the innovative world of TanStack, a collection of open-source libraries designed to enhance web development. Tanner shares insights into the origins and evolution of TanStack, highlighting its journey from simple libraries like React Table to a comprehensive toolkit including TanStack Query, TanStack Virtual, and more. The discussion delves into the nuances of building framework-agnostic tools, the challenges of server-side rendering, and the rise of remote procedure calls (RPCs) as a modern development approach. With intriguing debates on the future of meta frameworks and the role of server components, this episode provides a deep dive into the cutting-edge technologies shaping the development landscape. Whether you're a fan of React, Solid, or just curious about the direction of web frameworks, this conversation offers valuable insights and expert opinions on the current and future state of web development. Tune in to discover how TanStack is influencing the way we build and manage applications in the ever-evolving JavaScript ecosystem. Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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What's New in JavaScript: Latest Language Updates and Features - JSJ 666 1:26:05

6 weeks yang lalu1:26:05

1:26:05

Hey, everyone. Welcome back to another exciting episode of JavaScript Jabber, part of the Top End Devs Network. I'm your host, Charles Max Wood, joined by our amazing panelist, Dan Shappir. In this episode, we dive into the latest developments in the world of JavaScript as we kick off a new year. You might recall we covered this topic about a year and a half ago in episode 590. Today, we're revisiting the updates to see what's progressed and what's newly introduced in the JavaScript standard. Dan Shappir offers his expertise as we explore features that have recently been added to the language. From promise.allSettled, a feature that's been around for about five years but often underutilized, to array method enhancements like .at and Object.hasOwn, there's a ton to unpack. We'll also delve into exciting new library additions like findLast for arrays, efficient array copying methods and improvements in set operations that make JavaScript more powerful and developer-friendly than ever. The episode isn't just about the features that have already landed; we'll also touch on what's in the pipeline with proposals in various stages of development, including exciting concepts like temporal for better date and time handling. Whether you're a JavaScript pro or just keen to stay updated on the latest trends, this discussion is packed with insights to level up your coding game. So, grab your headphones, stay tuned, and let's explore the exciting world of new JavaScript features together! Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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Reflections on Technology Trends, AI Impact, and Memorable Episodes - JSJ 665 2:05:33

8 weeks yang lalu2:05:33

2:05:33

Welcome to another riveting episode of Top End Devs! In today's "Year in Review" special, hosts Charles, AJ, Dan, and Steve Edwards take you on a retrospective journey through their most memorable moments and thought-provoking discussions of the year. From the amusing and insightful exchanges with influential guests like Rich Harris and Kyle Simpson to their deep dives into emerging tech trends like Svelte 5 and AI integration in development, this episode has it all. They also explore Charles's experience transitioning from a Mac to a high-performance System76 machine, Dan's favorite and least favorite tech trends, and AJ's admiration for profitable and customer-focused approaches in the industry. Expect a blend of technical expertise, humor with those beloved dad jokes, and personal reflections that make this podcast uniquely engaging. So, get ready as we reflect on the year's highlights, laugh at the dad jokes that have become fan favorites, and look forward to exciting developments in the tech world with your favorite panelists. Picks AJ - 100 Days of Rejection (Therapy) AJ - https://www.youtube.com/playlist?list=PLamouX6QxWIuTHuaArIOzdorWoYaF6cU5 AJ - John Sonmez: Eye Contact & Smirking AJ - John Sonmez: How to Become a Man AJ - EvalPlus Leaderboard AJ - Ollama Charles - Heat Charles - Heat: Pedal to the Metal Charles - Hit Refresh by Satya Nadella Charles - American Icon by Bryce Hoffman Charles - System76 Charles - Wizard's First Rule (Sword of Truth, Book 1) (Sword of Truth, 1) Dan - A Man on the Inside (TV Series 2024 Dan - The Best Syria Breakdown You'll Ever Hear - Thomas Small Dan - Master of the Five Magics Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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Innovation and Framework Adoption - JSJ 664 1:45:44

9 weeks yang lalu1:45:44

1:45:44

In this episode, Charles, AJ, and Dan explore the intricacies of team dynamics, technological choices, and the challenges of web development with our distinguished panel. Joining them is a very special guest, the legendary Uncle Bob Martin. They delve into team collaboration and decision-making, with Uncle Bob emphasizing the importance of reasonable debates and team buy-in when it comes to mental models and project directives. Dan discusses how, in startups, the initial developer often ends up making key decisions. They also touch on technological choices, including the complications of inheriting decisions from previous team members and the ever-topical debate on relational databases influenced by marketing pressures. Uncle Bob shares his seasoned insights into React Framework inconsistencies and the philosophy behind state-driven design. They tackle the separation of business logic from frameworks to maintain purity and independence in code. There's also a lively discussion about starting with functional prototypes, and the influence of Apple’s focus on UI on their success. Additionally, they explore Uncle Bob’s controversial stance on web frameworks, the dynamics of framework adoption, and the role of technical decisions in hiring. There are fascinating comparisons between framework popularity and historical tech stories, including the evolution of Apple’s innovations and the contributions from Xerox PARC. Finally, as they wrap up, they have insightful pick recommendations from the panelists, covering everything from the NBA season and engaging TV series to board games and book recommendations—a little something for everyone. Join them for an enlightening journey through the nuances of modern development practices, historical tech anecdotes, and personal insights from some of the industry's top minds. This episode promises to be a treasure trove of knowledge and experience for any developer. Let's get started! Socials LinkedIn: Robert Martin Picks AJ - How to Start a Startup - A course Y Combinator taught at Stanford Charles - MLEM: Space Agency | Board Game Dan - NBA Season Dan - The Day of the Jackal (TV Series 2024 Uncle Bob - 'The Cloud Fugitive' | David Heinemeier Hansson | NTK # 001 Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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Revolutionizing API Syntax and Schema Management with Jazz Framework - JSJ 663 1:25:44

10 weeks yang lalu1:25:44

1:25:44

In today's episode, Charles and AJ are joined by Anselm Eickhoff, a trailblazing full-stack software engineer. Anselm delves into the world of "Local First" software development and the innovative tool he’s developed, "Jazz." They explore how Jazz leverages schema information for type inference and runtime validation, enabling real-time collaboration and seamless offline functionality. They dive into the simplifications brought by Jazz's API changes, the flexibility offered through open protocols, and the local-first approach using CRDTs. They also tackle Jazz’s impressive backend infrastructure and its shift to direct disk storage, along with insights into the challenges and emerging support structures faced by early adopters. Anselm shares real-world applications, advanced analytics capabilities, and the future outlook for Jazz, emphasizing performance, resilience, and data privacy. Plus, stay tuned for a lighthearted detour into board games and TV recommendations, as well as updates on Charles’ AI Dev Boot Camp and exciting developments on the Top End Devs platform. This episode is packed with cutting-edge insights and practical advice for developers looking to integrate advanced real-time features and streamline their app development processes. Socials LinkedIn: Anselm Eickhoff Picks AJ - Dune 2-Film Collection (Blu-Ray + Digital) Charles - Imperial Miners | Board Game Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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Painting Roses, Eating Marshmallows and Network Protocols - JSJ 662 1:33:10

11 weeks yang lalu1:33:10

1:33:10

Welcome to another insightful episode of the JavaScript Jabber podcast, hosted by Charles alongside our expert panelists Dan and AJ. Today, they are thrilled to be joined by Avishai Ish-Shalom a seasoned technologist with an eye for challenging conventions in the tech world. In this episode, Avishai takes us through fascinating discussions comparing industrial food products to technological abstractions, including his unique perspective on the “marshmallow effect” and the evolving complexities of virtualization. They delve into the challenges of backward compatibility in modern tech, using real-world parallels like AWS virtual storage options, and discuss the impact of technologies like Docker and cloud services on our understanding of underlying infrastructures. Charles shares his upgrade journey from an aging Mac laptop to a powerful System76 desktop for AI tasks, reflecting the changing demands on development environments. Listen in as they explore the nuances of binary vs. textual protocols, the importance of future-proofing legacy systems, and Avishai's compelling arguments in his articles "Don't Paint the Roses" and "The Marshmallow Effect." Plus, they discuss Avishai's career evolution and the intellectual challenges faced by today’s engineers in the rapidly advancing tech landscape. Whether you’re a casual listener or a tech enthusiast, this episode promises to offer valuable insights and thought-provoking discussions. Stay tuned! Socials LinkedIn: Avishai Ish-Shalom Picks AJ - Deku Deals Avishai - marimo | a next-generation Python notebook Charles - Challengers! Beach Cup | Board Game Dan - The Penguin (TV Mini Series 2024) Dan - Bluesky Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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Structuring Node.js Applications Part 2: Dependency Management, Package Managers, Proper API Usage, etc.- JSJ 661 1:22:16

12 weeks yang lalu1:22:16

1:22:16

This is the second part of the deep dive into the essential practices and principles for successful Node.js development. Our esteemed guests, Michael Dawson, James Snell, Matteo Collina, and Natalia Venditto, bring their extensive expertise to the table, discussing key topics like how to manage dependencies in a Node.js project. Socials LinkedIn: James Snell LinkedIn: Michael Dawson LinkedIn: Matteo Collina LinkedIn: Natalia Venditto Picks Charles - Gnome Hollow | Board Game Charles - Reacher (TV Series 2022 Michael - MakerWorld: Download Free 3D Printing Models Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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TypeScript Success: Integration, Type Checking, and Generics - JSJ 660 1:20:36

13 weeks yang lalu1:20:36

1:20:36

In this episode, Dan sits down with TypeScript expert Matt Pocock to dive deep into the world of TypeScript migration, learning curves, and developer challenges. They explore why having a TypeScript "wizard" is crucial for teams transitioning from JavaScript and how TypeScript's integration with development environments like Visual Studio Code has been a game changer. Dan and Matt discuss the importance of real-time typechecking, the community's role in TypeScript's success, and practical strategies for migrating large codebases to TypeScript. You'll hear about Matt's journey from drama school to becoming a DevRel expert, his contributions to the XState library, and his philosophy of type-driven development. Together, they highlight TypeScript's advantages, such as enhanced code reliability and the nuanced benefits of explicit vs. inferred types. Whether you're a seasoned developer or just starting with TypeScript, this episode offers valuable insights and actionable advice to help you harness the full power of static typing in your projects. Tune in for a fascinating discussion that underscores the value of "boring" code, the need for continual learning, and the ongoing evolution of software development practices. Stay with us as we unravel the intricacies of TypeScript and share practical tips to elevate your coding journey. Socials LinkedIn: Matt Pocock Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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React and Beyond: The Importance of Learning DOM APIs - JSJ 659 1:23:29

14 weeks yang lalu1:23:29

1:23:29

In today's episode, Charles, AJ and Steve are joined by guests Corey Brown for a rich discussion on the importance of understanding foundational concepts in software development. They explore the balance between leveraging high-level frameworks like React and the necessity of grasping the underlying technologies to troubleshoot effectively and build robust applications. They emphasize the value of comprehending core language features to write better software and solve problems efficiently. Corey reflects on the passion within the software development community and the hidden costs of over-relying on third-party dependencies like the infamous "left pad" incident.As the conversation unfolds, they debate whether sticking to frameworks or delving into deeper technologies leads to long-term success. They share practical insights on the benefits of reading source code, continuously learning, and the significance of core platform APIs. Additionally, the episode includes light-hearted "picks" from the panelists, including humorous resources and personal anecdotes. Join them as they dissect these critical perspectives and share valuable advice for both novice and seasoned developers alike. Let's get started! Picks AJ - Grug Brain AJ - Creeds of Craftsmanship AJ - AJQuery v3.0.3 Cory - Palm Paradise #206 Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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New Horizons in Web Development with Danny Moerkerke - JSJ 658 1:27:34

15 weeks yang lalu1:27:34

1:27:34

In today's jam-packed episode, Charles, AJ, and Dan, along with special guest Danny Moerkerke, a seasoned freelance JavaScript web developer from Amsterdam. They dive deep into the fascinating world of web development, focusing on the capabilities and future of Progressive Web Apps (PWAs), comparing them to native apps, and discussing the technical intricacies involved. AJ shares his latest project on passkeys and the challenges of transitioning clients, while Dan gives us a glimpse into his social media habits and movie recommendations. Danny enlightens us with his experiences at IKEA and his passion for web components, PWAs, and crucial APIs like the Wake Lock and Background Sync. They explore the complex interplay between service workers, caching for offline functionality, and the barriers to widespread PWA adoption, particularly on iOS. Plus, they dive into practical applications of these technologies, from gaming to improving podcast accessibility for offline listening. So, tune in as they unravel the technical hurdles, share insightful demos, and debate the future of web and native app development. It's an episode packed with knowledge, practical advice, and a bit of fun along the way! Socials LinkedIn: Danny Moerkerke Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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Structuring Node.js Applications: Event Loop, Metrics, and Efficient Processing Techniques 1:44:32

16 weeks yang lalu1:44:32

1:44:32

In this episode, they dive deep into the essential practices and principles for successful Node.js development. AJ and Dan are joined by special guests Michael Dawson, James Snell, and Matteo Collina. They bring a wealth of expertise and experience to the table, discussing key topics like experimental tech with existing web standards, managing updates with LTS releases, and the fundamental pillars of Node.js, including the critical concept of "not blocking the event loop." They explore the consequences of blocking the event loop, real-world insights into performance issues, and the importance of efficient task handling. They also share their wisdom on utilizing multi-threading, scaling applications, best practices for dependency management, and the significance of regular updates to maintain security and performance. Additionally, they touch on some fascinating side discussions, such as AI's role in coding, the evolution of package management, and the importance of intentional coding practices. There's even a bit of personal insight with recommendations for exciting Netflix series and real-world anecdotes about Node.js conferences and testing frameworks. Join them as they unravel these topics and more, guiding you through advanced Node.js Socials LinkedIn: James Snell LinkedIn: Michael Dawson LinkedIn: Matteo Collina Links The Nine Node Pillars: 9 Principles for Doing Node.js Right in Enterprise Environments The Nine Node Pillars | 9 principles for doing Node.js right in enterprise environments - YouTube Picks Dan - Monsters: The Lyle and Erik Menendez Story Dan - The WordPress drama explained Michael - bee-agent-framework James - NodeConf EU Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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Stimulus and Turbo in Web Development - JSJ 656 1:26:58

17 weeks yang lalu1:26:58

1:26:58

Dive into the dynamic world of JavaScript frameworks with this week's episode of JavaScript Jabber! Join Charles, AJ, Dan and Steve as they explore Hotwire, Stimulus, and Turbo—tools that are transforming how developers build fast, responsive web applications. They discover the evolution from Turbo Links to Turbo Drive, learn how these technologies enhance page rendering speeds by updating only changed elements, and understand their seamless integration in Rails applications. The discussion also touches on practical implementations using Turbo frames and streams for efficient DOM manipulation. Additionally, they dive into the benefits of partial page updates for improved performance and talk about the insights into integrating Stimulus for fine-grained control over client-side interactions. They also explore the parallels between modern frameworks like React or Angular with traditional approaches. Tune in to uncover how you can leverage these tools to optimize your development workflow! Socials LinkedIn: Charles Wood Picks AJ - The Fall Guy 4k + Extended Cut AJ - Passkeys Demo Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support .…

JavaScript Jabber

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Understanding, Confidence, and Humility in Web development - JSJ 655 1:19:44

18 weeks yang lalu1:19:44

1:19:44

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