Porter lets you package your application artifacts, client tools, configuration and deployment logic together as a versioned bundle that you can distribute, and then install with a single command. Written entirely in Go, we speak to one of the creators about running an open source project, the importance of documentation, and more.
This week on Ship It! Gerhard talks with Ian Miell, author of Docker in Practice as well as Learn Git, Bash, and Terraform the Hard Way. They talk about being comfortable with the uncomfortable, focusing on the tech while keeping a holistic view of the business. Following the money is key. Ian explains this concept really well, and Gerhard feels fairly confident you will be better off if you pay attention. Let us know in the comments!
William Falcon wants AI practitioners to spend more time on model development, and less time on engineering. PyTorch Lightning is a lightweight PyTorch wrapper for high-performance AI research that lets you train on multiple-GPUs, TPUs, CPUs and even in 16-bit precision without changing your code! In this episode, we dig deep into Lightning, how it works, and what it is enabling. William also discusses the Grid AI platform (built on top of PyTorch Lightning). This platform lets you seamlessly train 100s of Machine Learning models on the cloud from your laptop.
Tanner joins Nick to talk about his projects, react-query and react table, and discuss scratching your own itch in a maintainable way with open source.
This episode was recorded live from GopherCon Europe 2021!
Natalie & Mat host three amazing devs who gave talks that showcase using Go in unusual ways: Dr. Joakim Kennedy is tracking Go in malware, Mathilde Raynal is building quantum-resistant cryptography algorithms, and Preslav Rachev is creating digital art.
We hear from our speakers how they got into Go, how they made the choice to use Go for their unusual use case, and how it compares to other languages for their specific needs.
We also chat about conference talks, submissions and public speaking - how to start, good practices, and tips they collected along the way.
Today we’re talking Brett Cannon. Brett is Dev Manager of the Python Extension for VS Code, Python Steering Council Member, and core team member for Python. He recently shared a blog post The social contract of open source, so we invited Brett to join us for Maintainer Week to discuss this topic in detail.
Thank a maintainer on us! We’re printing a limited run t-shirt that’s free for maintainers, and all you gotta do is thank them, today!
This week on Ship It! Gerhard talks with Dave Farley, co-author of Continuous Delivery and the inventor of the Deployment Pipeline. Today, most of us ship code the way we do because 25 years ago, Dave cared enough to drive the change that we now call CI/CD. He is one of the great software engineers: opinionated, perseverant & focused since the heydays of the internet. Dave continues inspiring and teaching us all via his newly launched YouTube channel, courses and recent books. The apprentice finally meets the master 🙇♂️🙇♀️
Adam and Jerod sit down to answer a listener question (Hi, Alex! 👋) about how we podcast. Not how we create podcasts, but how we consume podcasts. Along the way we share an update on our comments feature, discuss the Apple Podcasts rollout debacle (and how it affected us launching Ship It!), and give a few personal recommendations of podcasts we’re listening to.
Chris and Daniel sit down to chat about some exciting new AI developments including wav2vec-u (an unsupervised speech recognition model) and meta-learning (a new book about “How To Learn Deep Learning And Thrive In The Digital World”). Along the way they discuss engineering skills for AI developers and strategies for launching AI initiatives in established companies.
We talk with Ryan about the massive success of Node and how it impacted his life, and how he eventually created Deno and what he’s doing differently this time around. We also talk about The Deno Company and what’s in store for Deno Deploy.
Eric Simons and the StackBlitz team recently announced WebContainers which let you run Node.js natively in your browser! This has BIG implications and leaves us with many BIG questions like: how did they do it, why did they do it, and where does it go from here? Tune in! Keyword: BIG
In the past decade a variety of games have emerged where players need to create an AI to play the game rather than play the game directly. In this episode we speak with the creator of one of those games - Battlesnake. Brad Van Vugt joins us to talk about building a game engine using Go, making programming games easier for beginners to get started with, the long term vision for games like Battlesnake, and more.
This week on Ship It! Gerhard talks with Ben Ford, former Royal Marine and founder of Commando Development, about the OODA loop (observe, orient, decide, act). Shipping is just a small part of it. The OODA loop that you know is probably the wrong one. We explore Mission & Command, Situational Awareness and a few other practices that will help you deal with complexity as you code and ship. As a former Royal Marine Commando, Ben learned these skills the hard way, and then refined them over many years as a software engineer. Check out the diagrams in the show notes - they are a work of art and precision.
Tuhin Srivastava tells Daniel and Chris why BaseTen is the application development toolkit for data scientists. BaseTen’s goal is to make it simple to serve machine learning models, write custom business logic around them, and expose those through API endpoints without configuring any infrastructure.
This week is all about Maintainer Week — it’s a week long event starting June 7th for open source maintainers to gather, share, and be celebrated. We’re joined by Josh Simmons (Ecosystem Strategy Lead at Tidelift & President of Open Source Initiative) and Kara Sowles (Senior Open Source Program Manager at GitHub). Of course we love open source maintainers, that’s why we’re so excited about Maintainer Week and making it an annual thing. Today we talk through all the details of this event, what we can expect for this year and the years to come.
Brian LeRoux has been building the web long enough to see many ways we produce HTML come in and go out of fashion. On this episode, he joins Amal & Nick to discuss the past, present, and potential future of rendering patterns on the web. SSR, ISR, & DSR (oh my!)
This week on Ship It! Gerhard talks with Alex Koutmos about Elixir observability using PromEx. Why do we need to understand how our setup behaves? What is PromEx and where does PromEx fit in changelog.com?
Bonus! Tune in to our LIVE Friday evening deploy 😱 of Erlang 24 for changelog.com. Check the show notes for a link on YouTube. 🍿
This week on Ship It! Gerhard is joined by Constance Caramanolis, Principal Engineer at Splunk and former maintainer of Envoy Proxy, and Stephen Augustus, Head of Open Source at Cisco & self-proclaimed Caesar of Systems. Constance and Stephen are the KubeCon + CloudNativeCon co-chairs. Join us to find out what happens before and after KubeCon gets shipped.
Welcome to Ship It! This is a new show from Changelog about shipping software - and all the details, challenges, and problems that surface. Changelog SRE Gerhard Lazu is taking us on a journey into the world of shipping code, infrastructure, ops, and the people making it happen.
Shipping is near and dear to every developers’ heart. We do it every day. It’s the essential first step. You have to ship it to share your ideas with the world. New episodes ship weekly.
In this episode, we will talk about building for Blockchain in Go. We are joined by two of the co-founders of Prysmatic Labs (a company behind the upgrades to the Ethereum network). Raul Jordan and Preston Van Loon tell Angelica how they started the company, as well as what it’s like to build technical infrastructure for the Ethereum blockchain using Go.
Today we’re sharing a special crossover episode from The Changelog podcast here on Practical AI. Recently, Daniel Whitenack joined Jerod Santo to talk with José Valim, Elixir creator, about Numerical Elixir. This is José’s newest project that’s bringing Elixir into the world of machine learning. They discuss why José chose this as his next direction, the team’s layered approach, influences and collaborators on this effort, and their awesome collaborative notebook that’s built on Phoenix LiveView.
This week we’re talking about the latest infrastructure updates we’ve made for 2021. We’re joined by Gerhard Lazu, our resident SRE here at Changelog, talking about the improvements we’ve made to 10x our speed and be 100% available. We also mention the new podcast we’ve launched, hosted by Gerhard. Stick around the last half of the show for more details.
This week Emma and Adam are joined by Una Kravets to discuss difficult parts of CSS.
Tools and frameworks that aim to boost developer productivity are always worth a closer look, but we don’t often consider the trade-offs for whichever we settle on. In this episode, we discuss the questions one should be asking when evaluating developer productivity tools and frameworks in the Go ecosystem in particular.
Joining us to discuss is André Eriksson, the creator of Encore, a backend framework that aims to make development and deployment as productive as it can be.
90% of AI / ML applications never make it to market, because fine tuning models for maximum performance across disparate ML software solutions and hardware backends requires a ton of manual labor and is cost-prohibitive. Luis Ceze and his team created Apache TVM at the University of Washington, then left founded OctoML to bring the project to market.
This week we’re talking about open source on Mars. Martin Woodward (Senior Director of Developer Relations at GitHub) joins us to talk about the new Mars badge GitHub introduced. This collaboration between GitHub and NASA confirmed nearly 12,000 people contributed code, documentation, graphic design, and more to the open source software that made Ingenuity’s launch possible. Today’s show is a celebration of this human achievement and the impact of open source on space exploration as we know it.
In this episode we talk with Daniel and Steve about their experience with event-driven systems and shed some light on what they are and who they might be for. We explore topics like the complexity of setting up an event-driven system, the need to embrace eventual consistency, useful tools for building event-driven systems, and more.
To say that Jeff Adams is a trailblazer when it comes to speech technology is an understatement. Along with many other notable accomplishments, his team at Amazon developed the Echo, Dash, and Fire TV changing our perception of how we could interact with devices in our home. Jeff now leads Cobalt Speech and Language, and he was kind enough to join us for a discussion about human computer interaction, multimodal AI tasks, the history of language modeling, and AI for social good.
This week Elixir creator José Valim joins Jerod and Practical AI’s Daniel Whitenack to discuss Numerical Elixir, his new project that’s bringing Elixir into the world of machine learning. We discuss why José chose this as his next direction, the team’s layered approach, influences and collaborators on this effort, and their awesome collaborative notebook project that’s built on Phoenix LiveView.