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May 4, 2021 • 43min

Generating "hunches" using smart home data 🏠 (Practical AI #132)

Smart home data is complicated. There are all kinds of devices, and they are in many different combinations, geographies, configurations, etc. This complicated data situation is further exacerbated during a pandemic when time series data seems to be filled with anomalies. Evan Welbourne joins us to discuss how Amazon is synthesizing this disparate data into functionality for the next generation of smart homes. He discusses the challenges of working with smart home technology, and he describes how they developed their latest feature called “hunches.” Join the discussionChangelog++ members get a bonus 1 minute at the end of this episode and zero ads. Join today!Sponsors:O'Reilly Media – Learn by doing — Python, data, AI, machine learning, Kubernetes, Docker, and more. Just open your browser and dive in. Learn more and keep your teams’ skills sharp at oreilly.com/changelog Changelog++ – You love our content and you want to take it to the next level by showing your support. We’ll take you closer to the metal with no ads, extended episodes, outtakes, bonus content, a deep discount in our merch store (soon), and more to come. Let’s do this! Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com. Featuring:Evan Welbourne – LinkedIn, XChris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: Video about hunches Amazon’s Alexa can now act on its own hunches to turn off lights and more What Are Alexa Hunches? Something missing or broken? PRs welcome!
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Apr 30, 2021 • 48min

Blasting off with Apollo 🚀 (JS Party #173)

KBall, Amal, and Feross are joined by special guest Jenn Creighton to talk about all things Apollo. How does Apollo fit into the GraphQL ecosystem, what’s the next big thing, and when would you choose to use it? Join the discussionChangelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!Sponsors:O'Reilly Media – Learn by doing — Python, data, AI, machine learning, Kubernetes, Docker, and more. Just open your browser and dive in. Learn more and keep your teams’ skills sharp at oreilly.com/changelog Raygun – With Raygun Error and Performance Monitoring you have all the information you need at your fingertips to quickly find and fix errors and performance issues across your tech stack down to the line of code. Get started with a free 14-day trial, head to raygun.com and join thousands of customer-centric software teams who use Raygun every day. Sentry – Build better software, faster with Sentry’s application monitoring platform. Diagnose, fix, and optimize the performance of your code. Cut your time on error resolution from hours to minutes. Use the code PARTYTIME and get the team plan free for three months. Featuring:Jenn Creighton – XKevin Ball – Website, GitHub, LinkedIn, XAmal Hussein – GitHub, XFeross Aboukhadijeh – Website, GitHub, XShow Notes: Single Threaded podcast by Jenn Creighton Apollo GraphQL Fragments Apollo Federation GraphQL Foundation hey JS buds, i know lots of you have had some “moments” Something missing or broken? PRs welcome!
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Apr 29, 2021 • 1h 11min

Building startups with Go (Go Time #177)

Startups are all about iterating quickly, building MVPs, and finding that elusive product market fit, so how does Go fit into that picture? Is Go a good choice for startups, or is it exclusively for the larger corporations? In this episode Jon is joined by four startup founders to learn about their experience building a startup with Go. Join the discussionChangelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!Sponsors:O'Reilly Media – Learn by doing — Python, data, AI, machine learning, Kubernetes, Docker, and more. Just open your browser and dive in. Learn more and keep your teams’ skills sharp at oreilly.com/changelog Linode – Get $100 in free credit to get started on Linode – Linode is our cloud of choice and the home of Changelog.com. Head to linode.com/changelog OR text CHANGELOG to 474747 to get instant access to that $100 in free credit. Sourcegraph – Sourcegraph is universal code search for every developer and team. Easily search across all the code that matters to you and your organization: find example code, explore and read code, debug issues, and more. Head to info.sourcegraph.com/changelog and click the button “Try Sourcegraph now” to get started. Featuring:Ramiro Berrelleza – GitHub, LinkedIn, Mastodon, XSimon White – LinkedIn, XJosh Curl – XWojciech Adam Koszek – Website, XJon Calhoun – Website, GitHub, XShow Notes: Segmed - W. Adam Koszek’s startup with a focus on high-quality, anonymous medical data. Rebank - Simon White’s startup that aims to automate your business banking. Okteto - Ramiro Berrelleza’s startup that provides a Kubernetes development platform to improve developer productivity. Hightouch - Josh Curl’s startup that syncs customer data across the tools your business uses. Something missing or broken? PRs welcome!
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Apr 27, 2021 • 53min

Mapping the world (Practical AI #131)

Ro Gupta from CARMERA teaches Daniel and Chris all about road intelligence. CARMERA maintains the maps that move the world, from HD maps for automated driving to consumer maps for human navigation. Join the discussionChangelog++ members get a bonus 1 minute at the end of this episode and zero ads. Join today!Sponsors:O'Reilly Media – Learn by doing — Python, data, AI, machine learning, Kubernetes, Docker, and more. Just open your browser and dive in. Learn more and keep your teams’ skills sharp at oreilly.com/changelog RudderStack – Smart customer data pipeline made for developers. RudderStack is the smart customer data pipeline. Connect your whole customer data stack. Warehouse-first, open source Segment alternative. Changelog++ – You love our content and you want to take it to the next level by showing your support. We’ll take you closer to the metal with no ads, extended episodes, outtakes, bonus content, a deep discount in our merch store (soon), and more to come. Let’s do this! Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com. Featuring:Ro Gupta – Website, XChris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: CARMERA The Mapping Hierarchy of Needs Mapping Change When It Matters Most CARMERA and Toyota Demonstrate Further Progress on Urban and Highway Mapping in Japan and the US The Mapping Singularity Is Near Something missing or broken? PRs welcome!
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Apr 27, 2021 • 1h 21min

Let's mint some NFTs (Changelog Interviews #438)

This week we’re talking about NFTs — that’s right, non-fungible tokens and we’re joined by Mikeal Rogers, who’s leading all things InterPlanetary Linked Data at Protocol Labs. We go down the NFT rabbit hole on a very technical level and we come out the other side with clarity and a compelling use of NFTs. Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors:Sourcegraph – Sourcegraph is universal code search for every developer and team. Easily search across all the code that matters to you and your organization: find example code, explore and read code, debug issues, and more. Head to info.sourcegraph.com/changelog and click the button “Try Sourcegraph now” to get started. LaunchDarkly – Ship fast. Rest easy. Deploy code at any time, even if a feature isn’t ready to be released to your users. Wrap code in feature flags to get the safety to test new features and infrastructure in prod without impacting the wrong end users. CloudZero – For software-driven companies focused on growing margins, CloudZero is the only cloud cost intelligence platform that puts engineering in control by connecting technical decisions to business results. Visit cloudzero.com/changelog to get started. Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com. Featuring:Mikeal Rogers – GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow Notes: Non-fungible token NFTs on SNL NFTs, explained Palm, A New NFT Ecosystem and Studio for Creators Filecoin - A decentralized storage network for humanity’s most important information Heart Shaped Me from Carly Chaikin NFT.storage Magic Link Something missing or broken? PRs welcome!
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Apr 23, 2021 • 56min

Sweet setups for easier dev (JS Party #172)

The gang talks about thier favorite software and hardware as developers. Brian Douglas joins to share his unique and open GitHub Actions flow. Join the discussionChangelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!Sponsors:O'Reilly Media – Learn by doing — Python, data, AI, machine learning, Kubernetes, Docker, and more. Just open your browser and dive in. Learn more and keep your teams’ skills sharp at oreilly.com/changelog Square – Develop on the platform that sellers trust! Use API Explorer to interact with, test, or play with your applications in Square. You can build, view, and send HTTP requests that call Square APIs with API Explorer. Get started with Square, check out the API Explorer, or the API Explorer docs. Sentry – Build better software, faster with Sentry’s application monitoring platform. Diagnose, fix, and optimize the performance of your code. Cut your time on error resolution from hours to minutes. Use the code PARTYTIME and get the team plan free for three months. Featuring:Brian Douglas – Website, GitHub, XNick Nisi – Website, GitHub, Bluesky, Mastodon, XKevin Ball – Website, GitHub, LinkedIn, XShow Notes:Software Macvim Vim VSCode Neovim coc.nvim Fortran Nick’s Dotfiles tmux GitHub Codespaces Docker Personalize Codespaces for your account VSCode Live Share iTerm2 Base16 Kitty vim-devicons Productivity Software Roam Research Zettelkasten Calendly Obsidian Jamstack Radio Dropbox Paper Notion Brian’s Github Github Actions GitHub GraphQL API OneGraph Relay OmniFocus GTD Hardware Spectacle Moom LG 38UC99-W Easy Window Resize - Chrome Extension RDM Elgato HD60 OBS Studio Apple Magic Keyboard Keychron K3 Magicforce Mechanical Keyboard Aplpe Magic Mouse Magic Trackpad Kettlebells Canon EOS M200 Camera Sigma 16 Lens Aazon Basics Premium Single Monitor Stand Something missing or broken? PRs welcome!
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Apr 22, 2021 • 1h 7min

TCP & UDP (Go Time #176)

The internet wouldn’t exist as we know it if it weren’t for TCP and UDP, yet many developers don’t quite understand the technology powering the web. In this episode we talk with Adam Woodbeck, author of Network Programming with Go, to learn about TCP and UDP; what they are, how they work, and how one can experiment with tools like Wireshark and Go to learn more. Join the discussionChangelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!Sponsors:O'Reilly Media – Learn by doing — Python, data, AI, machine learning, Kubernetes, Docker, and more. Just open your browser and dive in. Learn more and keep your teams’ skills sharp at oreilly.com/changelog Linode – Get $100 in free credit to get started on Linode – Linode is our cloud of choice and the home of Changelog.com. Head to linode.com/changelog OR text CHANGELOG to 474747 to get instant access to that $100 in free credit. Sourcegraph – Sourcegraph is universal code search for every developer and team. Easily search across all the code that matters to you and your organization: find example code, explore and read code, debug issues, and more. Head to info.sourcegraph.com/changelog and click the button “Try Sourcegraph now” to get started. Featuring:Adam Woodbeck – Website, GitHub, LinkedIn, XJon Calhoun – Website, GitHub, XKris Brandow – GitHub, XShow Notes:Enter to win one of two FREE physical copies of Adam’s book! All you have to do is: Follow @GoTimeFM on Twitter RT this tweet announcing the episode Reply on that thread stating why you’re interested We’ll announce winners at the end of the month. ✊ Network Programming with Go - Adam’s book that goes into even more details about TCP, UDP, coding examples in Go, and more on network programming. net package - Go’s net package is a great place to start if you want to write code using TCP or UDP directly. net.Conn interface - The net.Conn interface is mentioned on the episode and is worth checking out inside the net package. Wireshark - A great tool for examining internet traffic on your computer and learning more about TCP and UDP. google/gopacket - A package by Google for packet decoding. Something missing or broken? PRs welcome!
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Apr 20, 2021 • 53min

Data science for intuitive user experiences (Practical AI #130)

Nhung Ho joins Daniel and Chris to discuss how data science creates insights into financial operations and economic conditions. They delve into topics ranging from predictive forecasting to aid small businesses, to learning about the economic fallout from the COVID-19 Pandemic. Join the discussionChangelog++ members get a bonus 1 minute at the end of this episode and zero ads. Join today!Sponsors:O'Reilly Media – Learn by doing — Python, data, AI, machine learning, Kubernetes, Docker, and more. Just open your browser and dive in. Learn more and keep your teams’ skills sharp at oreilly.com/changelog RudderStack – Smart customer data pipeline made for developers. RudderStack is the smart customer data pipeline. Connect your whole customer data stack. Warehouse-first, open source Segment alternative. Changelog++ – You love our content and you want to take it to the next level by showing your support. We’ll take you closer to the metal with no ads, extended episodes, outtakes, bonus content, a deep discount in our merch store (soon), and more to come. Let’s do this! Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com. Featuring:Nhung Ho – Website, LinkedIn, XChris Benson – Website, GitHub, LinkedIn, XDaniel Whitenack – Website, GitHub, XShow Notes: Intuit Website Intuit Blog | Nhung Ho, Director of Data Science Intuit Blog | How AI Can Help Build Resiliency for Small Businesses in a Global Economic Crisis Something missing or broken? PRs welcome!
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Apr 20, 2021 • 56min

Into the Nix ecosystem (Changelog Interviews #437)

This week we’re talking about Nix with Domen Kožar. The Nix ecosystem is a DevOps toolkit that takes a unique approach to package management and system configuration. Nix helps you make reproducible, declarative, and reliable systems. Domen is writing the Nix ecosystem guide at nix.dev and today he takes us on a deep dive on all things Nix. Join the discussionChangelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!Sponsors:Sourcegraph – Sourcegraph is universal code search for every developer and team. Easily search across all the code that matters to you and your organization: find example code, explore and read code, debug issues, and more. Head to info.sourcegraph.com/changelog and click the button “Try Sourcegraph now” to get started. O'Reilly Media – Learn by doing — Python, data, AI, machine learning, Kubernetes, Docker, and more. Just open your browser and dive in. Learn more and keep your teams’ skills sharp at oreilly.com/changelog CloudZero – For software-driven companies focused on growing margins, CloudZero is the only cloud cost intelligence platform that puts engineering in control by connecting technical decisions to business results. Visit cloudzero.com/changelog to get started. Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com. Featuring:Domen Kožar – GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow Notes: NixOS.org Nix Manual Nix Pills Nix shorts - A collection of short notes about Nix, down to what is immediately needed for users. nix.dev - The Nix ecosystem guide NixOS Weekly newsletter The Changelog #237: Reproducible builds and secure software with Chris Lamb NixOS on ARM - for example, if you want to try it out on a Raspberry Pi Something missing or broken? PRs welcome!
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Apr 16, 2021 • 47min

Let us know in the comments (Backstage #16)

Jerod and Adam share their thoughts on Clubhouse, Twitter Spaces, et al, then discuss the value and weight of hosting commentary onsite vs on Twitter, Slack, etc. Let us know what you think in the comments. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Featuring:Adam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – GitHub, LinkedIn, Mastodon, XShow Notes: two kinds of dumb Cornell Law School on 230 EFF on 230 Something missing or broken? PRs welcome!

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