#81: Overview of AI development with LangChain with Matt Carey

Real World Serverless with theburningmonk

תוכן מסופק על ידי Yan Cui. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Yan Cui או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

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Richard (Kudo) Couto: The Hidden Horror Behind a Billion-Dollar Brand 42:18

לפני 16 ימים42:18

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42:18

“I used to be the largest dairy consumer on the planet. I used to eat so much dairy and meat. The more that I looked into the dairy industry, the more that I saw that it was the singular, most inhumane industry on the planet, that we've all been lied to, including myself, for years. I always believed that the picture on the milk carton, the cow standing next to her calf in the green field with the red barn in the back was true. It’s certainly the complete opposite.” – Richard (Kudo) Couto Richard (Kudo) Couto is the founder of Animal Recovery Mission (ARM), an organization solely dedicated to investigating extreme animal cruelty cases. ARM has led high-risk undercover operations that have resulted in the shutdown of illegal slaughterhouses, animal fighting rings, and horse meat trafficking networks. Recently, they released a damning investigation into two industrial dairy farms outside of Phoenix, Arizona supplying milk to Coca-Cola’s Fairlife brand. What they uncovered was systemic animal abuse, environmental violations, and a devastating betrayal of consumer trust. While Fairlife markets its products as being sourced "humanely," ARM’s footage tells a very different story—one of suffering, abuse, and corporate complicity. Despite the evidence, this story has been largely ignored by mainstream media—likely due to Coca-Cola’s massive influence and advertising dollars.…

לפני שנתיים 1:01:39

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In this episode, I spoke with Matt Carey, who's a senior engineer at Aleios, a premium AWS consultant that focuses on serverless technologies.
The focus of our conversation was LangChain, Matt explained what it is and demoed some AI applications that he has developed with LangChain. Such as the popular Quivr app and Code Review GPT. If you want to see the demos in their full glory, then please go to YouTube and watch the episode here.
We talked about some common challenges with AI development, such as testing, and how Matt and his team have developed a novel approach for dealing with the non-deterministic nature of these applications.
Links from the episode:
* Quivr
* Code Review GPT
* LangChain docs
* PrivateGPT
* Theodo's OrionTools
* Blog on testing Gen AI applications
* GenAI days events
You can find Matt on X as @mattzcarey and his LinkedIn profile here. You can also learn more about Aleios and their work at https://www.aleios.com.
For more stories about real-world use of serverless technologies, please subscribe to the channel and follow me on X as @theburningmonk.
And if you're hungry for more insights, best practices, and invaluable tips on building serverless apps, make sure to subscribe to our free newsletter and elevate your serverless game! https://theburningmonk.com/subscribe
Opening theme song:
Cheery Monday by Kevin MacLeod
Link: https://incompetech.filmmusic.io/song/3495-cheery-monday
License: http://creativecommons.org/licenses/by/4.0

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#Tech #Yan Cui

#81: Overview of AI development with LangChain with Matt Carey

Real World Serverless with theburningmonk

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1
#116: AI Agents, MCP and the problems with AI benchmarks | ft. Matt Carey 48:08

לפני 27 ימים48:08

48:08

In this episode, I spoke with Matt Carey, founding AI engineer at StackOne, founder of AI Demo Days and member of the OpenUK AI Advisory Board. Everyone needs a friend who works in AI to help them filter the AI news and get the signals from the noise. Matt is that friend for me! We discussed AI agents, MCP, and the challenges of AI benchmarks, which help explain the disconnect between the benchmark results and the anecdotal experiences of AI users, such as myself. Links from the episode: Google's whitepaper on AI agents Anthropic Building Effective AI Agents Simon Willison on X Thorsten Ball's Joy & Curiosity newsletter AI Demo Days MCP has a prompt injection problem Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#115: Introducing LocalStack v4! 1:03:55

לפני 6 weeks1:03:55

1:03:55

In this episode, I spoke with Waldemar Hummer, founder and CTO of LocalStack. We discussed what's new in the latest version of LocalStack and highlighted some of the most interesting additions. One particular highlight for me is the ability to visualise and troubleshoot event-driven architectures end-to-end and quickly identify problems such as missing IAM permission. Lots of exciting new features in LocalStack v4! This episode include a live demo of LocalStack v4. To get the most from the demo, please watch the episode on YouTube here . Links from the episode: My conversation with Waldemar after LocalStack v3 LocalStack v4 announcement My blog post on when to use Step Functions vs running everything in Lambda Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#114: Best practices for building a multi-tenant system with Khawaja Shams 48:24

לפני 9 weeks48:24

48:24

In this episode, I spoke with Khawaja Shams, co-founder of Momento, about cell-based architectures and how it allows Momento to scale to millions of transactions per second (TPS) while maintaining a healthy blast radius within their multi-tenant system. Links from the episode: Momento Khawaja on X Khawaja on LinkedIn Believe In Serverless community Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

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#113: Why you need Knowledge Graphs for your AI chatbot | ft. Aniket Mitra 45:13

לפני 14 weeks45:13

45:13

In this episode, I spoke with Aniket Mitra, founder of CW, to learn more about knowledge graphs and how they are making a comeback in the era of AI and LLMs. Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

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#112: Better Developer Experience for Event-Driven Architectures | ft. Alex Bouchard, co-founder of Hookdeck 59:18

לפני 15 weeks59:18

59:18

In this episode, I spoke with Alex Bouchard, co-founder and CTO of Hookdeck, to learn more about Hookdeck and how it differs from Amazon EventBridge. This episode contains a live demo of Hookdeck, for the best viewing experience, please watch the recording on YouTube here . Alex gave me a demo of Hookdeck, which has some nice features for addressing common developer experience problems with EventBridge. For example: Deliver events to local targets Audit history of event deliveries Issues page of failed event deliveries Replay failed events Links from the episode: Check out Hookdeck Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

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#111 - EventCatalog Revolutionizes Governance in Event-Driven Architectures | ft. David Boyne 51:00

לפני 17 weeks51:00

51:00

In this episode, I spoke with David Boyne, the creator of EventCatalog, to learn more about the most common challenges with Event-Driven Architectures and how EventCatalog can solve the governance problem - how events are versioned, schema'd, discovered and tested. This episode includes a short demo of EventCatalog, if you want to see the demo in action, then check out the video version on YouTube here . Links from the episode: EventCatalog Winglang Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

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#109: Building serverless apps in PHP with Bref | ft Matthieu Napoli 55:56

לפני 29 weeks55:56

55:56

Thank you to Momento for supporting this episode. Momento's real-time data platform empowers developers to build innovative products faster and more reliably than ever before. Visit gomomento.co/theburningmonk for more information. In this episode, I spoke with Matthieu Napoli about the Bref framework for developing serverless applications in PHP - how it works, why PHP and how it compares with Laravel Vapor. This episode includes a short demo of Bref, if you want to see the demo in action, then check out the video version on YouTube here . Links from the episode: Bref framework Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

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#108: Lambda on Rust with James Eastham 1:02:02

לפני 34 weeks1:02:02

1:02:02

Thank you to Hookdeck for sponsoring this episode. If you're looking to level-up your event-driven architecture, then check out their serverless event gateway at hookdeck.com/theburningmonk and help support this channel. James Eastham is a developer advocate at Datadog and co-author of "Crafting Lambda Functions in Rust". In this episode, we dive into writing Lambda functions in Rust and why you should invest in learning Rust. Links from the episode: NSA whitepaper on memory safety Julian Wood’s Lambda internals talk at re:Invent 2022 Jame's YouTube channel Crafting Lambda Functions in Rust Ep106 on middy with Luciano Mammino Ep97 on LLRT (the superfast JavaScript runtime for Lambda) Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.…

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#107: How to Have a Successful Cloud Career in 2024 | ft. Andrew Brown 52:33

לפני 37 weeks52:33

52:33

Thank you to Momento for supporting this episode. Momento's real-time data platform empowers developers to build innovative products faster and more reliably than ever before. Visit gomomento.co/theburningmonk for more information. I spoke with Andrew Brown, renowned educator in the cloud space, to get his take on how cloud learners can break into the cloud and forge a successful career. Links from the episode: Andrew's paid courses Andrew's free courses Andrew's AWS examples Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#106: Rust with Lambda, easy-mode Rust & future of Middy | ft. Luciano Mammino 45:51

לפני 39 weeks45:51

45:51

Thank you to Hookdeck for sponsoring this episode. If you're looking to level-up your event-driven architecture, then check out their serverless event gateway at hookdeck.com/theburningmonk and help support this channel. AWS Serverless Hero Luciano Mammino shares the history of Middy, the popular middleware engine for AWS Lambda functions; why he's sold on writing Lambda functions in Rust and why you should too! Links from the episode: AWS Bites channel Middy How to sponsor Middy Crafting Lambda Functions in Rust Easy mode Rust Using Node.js ES modules and top-level await in AWS Lambda Using Middy with Typescript Ep97 on LLRT (the superfast JavaScript runtime for Lambda) Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#105: The inception story of Cognito & secret to succeeding at AWS | ft. David Behroozi 1:14:51

לפני 42 weeks1:14:51

1:14:51

Thank you to Momento for supporting this episode. Momento's real-time data platform empowers developers to build innovative products faster and more reliably than ever before. Visit gomomento.co/theburningmonk for more information. David Behroozi, a 15-year Amazon veteran, tells us the inception story of Amazon Cognito and the cheat code for succeeding at AWS. He also gave us a demo of Speedrun, his latest project since leaving Amazon. It turns your GitHub markdown into executable blocks of code that remember your context (e.g. AWS account and region) so your runbook can be executed right from the markdown. I recommend watching the episode on YouTube so you can see the full demo: https://youtu.be/nhWYlzb8mSA Links from the episode: David's LinkedIn profile David's Twitter profile Learn more about Speedrun David's blog How to Securely let Frontend Apps to Directly Access AWS services Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#104: Baseline, is this new serverless development framework better than Amplify? 57:49

לפני 43 weeks57:49

57:49

Thank you to Hookdeck for sponsoring this episode. If you're looking to level-up your event-driven architecture, then check out their serverless event gateway at hookdeck.com/theburningmonk and help support this podcast. Thomas Nixon, CTO of Baseline, shares stories from the trenches about the challenges of adopting serverless technologies. He gave us a demo of Baseline.js, a new serverless development framework that captures the many hard-learned lessons his team has made in the last six years. Think Amplify, but you own the source code and can easily customize things to suit your needs. I recommend watching the episode on YouTube so you can see the full demo: https://www.youtube.com/watch?v=a6r8M8E_5n4 Links from the episode: Getting started with Baseline.js Baseline's Github repo Thomas' LinkedIn profile Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#103 - Community building, being an enable, is serverless dead? ft. Allen Helton 1:00:27

לפני 45 weeks1:00:27

1:00:27

Thank you to Hookdeck for sponsoring this episode. Please check them out and help support this podcast. Allen Helton on being an enabler, building communities, and is serverless dead? Links from the episode: Help Olivia's Fight Against Leukemia! Believe In Serverless community Ready, Set, Cloud! Momento, serverless cache Ep102: Peek behind the curtains of the AWS Heroes & Community Builders programmes, ft. Farrah Campbell Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#102: Building AWS communities with Farrah Campbell 44:05

לפני 1 year44:05

44:05

Take a peek behind the AWS Heroes and Community Builders programmes with Farrah Campbell, who was a former AWS hero turned AWS employee. Nowadays, Farrah heads up both the AWS Heroes and Community Builders programmes. Links from the episode: How to become an AWS hero by Danielle Heberling S3 no longer charges for unauthorized requests AWS Heroes directory AWS Community Builders directory Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#101: Faster serverless APIs with Brian LeRoux 1:00:19

לפני 1 year1:00:19

1:00:19

In this episode, I spoke with Brian LeRoux, co-founder of begin.com and creator of the Architect framework . Brian is also an AWS Serverless Hero and is currently working on enhance.dev , an HTML-first full-stack web framework. In a wide-ranging conversation, we discussed: the Architect framework Lambdalith vs. Single-purpose functions Building a faster AWS SDK (aws-lite) Web components Functionless WASM Infra from code frameworks such as Ampt Links from the episode: AWS Lite SDK Architect framework Begin Enhance framework The LocalStack episode The LLRT episode Ampt by Jeremy Daly My serverless testing course Opening theme song: Cheery Monday by Kevin MacLeod Link: https://incompetech.filmmusic.io/song/3495-cheery-monday License: http://creativecommons.org/licenses/by/4.0…

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#81: Overview of AI development with LangChain with Matt Carey