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Practical AI Practical AI #219

Capabilities of LLMs 🤯

Large Language Model (LLM) capabilities have reached new heights and are nothing short of mind-blowing! However, with so many advancements happening at once, it can be overwhelming to keep up with all the latest developments. To help us navigate through this complex terrain, we’ve invited Raj - one of the most adept at explaining State-of-the-Art (SOTA) AI in practical terms - to join us on the podcast.

Raj discusses several intriguing topics such as in-context learning, reasoning, LLM options, and related tooling. But that’s not all! We also hear from Raj about the rapidly growing data science and AI community on TikTok.

Changelog Interviews Changelog Interviews #513

The story of Heroku

This week on The Changelog we’re joined by Adam Wiggins, co-founder and former CTO of Heroku, for an exclusive trip down Heroku memory lane. Adam and Jerod are both tremendous fans of Heroku and believe (to this day) they represent the apex in developer experience for delivering code to production.

We talk through the beginnings of Heroku, the v1 most people have forgotten about, the era of web hosting back in 2008-2010, the serendipity of Silicon Vally in those days, pitching to Y Combinator, the makings of git push heroku, the Heroku style and name, the sale of Heroku to Salesforce, potential regrets — and we tee up part 2 coming next week with Adam going beyond Heroku and the story of Muse.

Ship It! Ship It! #77

Seven shipping principles

15 years ago, Gerhard discovered magic in the form of Ruby on Rails. It was intuitive and it just worked. That is the context in which Gerhard fell in love with infrastructure and operations.

Today, for special episode 77, we start at Seven Shipping Principles, and, in the true spirit of Ship It, we’ll see what happens next.

Our guest is David Heinemeier Hansson, creator of Ruby on Rails, co-founder of Basecamp & HEY, and a lot more - check out dhh.dk.

JS Party JS Party #244

The spicy React debate show 🌶️

We’re back with another spicy YepNope debate! This time, Amelia and KBall are arguing that there’s real value to (continue) using React in 2022, while Amal and special guest (and author of the post which stemmed the whole debate) Josh Collinsworth argue that React’s time leading innovation has passed. Of course, the stance each panelist is taking is assigned ahead of time. Is that how they really feel? Tune in and find out!

Go Time Go Time #240

What's new in Go 1.19

Go 1.18 was a major release where we saw the introduction of generics into the language as well as other notables such as fuzzing and workspaces. With Go 1.19 slated to come out next month, one has to wonder what’s next. Are we in store to be blown away by new and major features like we saw in 1.18? Not exactly but there are still lots of improvements to be on the lookout for.

Joining Mat & Johnny to touch on some of the most interesting ones is Carl Johnson, himself a contributor to the 1.19 release.

Changelog Interviews Changelog Interviews #479

Principles for hiring engineers

This week we’re joined by Jacob Kaplan-Moss and we’re talking about his extensive writing on work sample tests. These tests are an exercise, a simulation, or a small slice of real day-to-day work that candidates will perform as part of their job. Over the years, as an engineering leader, Jacob has become a practicing expert in effectively hiring engineers — today he shares a wealth of knowledge on the subject.

Ship It! Ship It! #31

Is Kubernetes a platform?

Tammer Saleh, founder of SuperOrbital and former VP of Engineering at Pivotal, is joining Gerhard to talk about table tennis, remote work, and challenges that teams have with K8s.

Some years ago, both Tammer & Gerhard used to work in the same London office on CloudFoundry, and nowadays they are both into Kubernetes. Tammer and the SuperOrbital team are deeply experienced in this topic, and they help teams at companies like Bloomberg, Shopify, and federal U.S. agencies tackle hard Kubernetes and DevOps problems through engineering and training.

Why do companies need Kubernetes in the first place? Which are the right reasons for choosing it? Is Kubernetes a platform? Gerhard’s favourite: we are doing Kubernetes wrong, but it works better than when we were doing it right, so what’s up with that? This last one was a lot of fun, and we left the entire minute of laughter in at your request. Enjoy!

Ship It! Ship It! #16

Optimize for smoothness not speed

This week Gerhard is joined by Justin Searls, Test Double co-founder and CTO. Also a 🐞 magnet. They talk about how to deal with the pressure of shipping faster, why you should optimize for smoothness not speed, and why focusing on consistency is key. Understanding the real why behind what you do is also important. There’s a lot more to it, as its a nuanced and complex discussion, and well worth your time.

Expect a decade of learnings compressed into one hour, as well as disagreements on some ops and infrastructure topics — all good fun. In the show notes, you will find Gerhard’s favorite conference talks Justin gave a few years back.

Backstage Backstage #17

Consuming podcasts like PB&J

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.

Changelog Interviews Changelog Interviews #443

Exploring Deno Land 🦕

This week we’re joined by Ryan Dahl, Node.js creator, and now the creator of Deno - a simple, modern and secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust.

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.

Practical AI Practical AI #106

Learning about (Deep) Learning

In anticipation of the upcoming NVIDIA GPU Technology Conference (GTC), Will Ramey joins Daniel and Chris to talk about education for artificial intelligence practitioners, and specifically the role that the NVIDIA Deep Learning Institute plays in the industry. Will’s insights from long experience are shaping how we all stay on top of AI, so don’t miss this ‘must learn’ episode.

Founders Talk Founders Talk #70

Leading GitLab to $100M ARR

Sid Sijbrandij is the Co-founder and CEO of GitLab — an all-remote company and complete DevOps platform. As a company, they have their eyes set on taking the company public to IPO and they’re very outspoken about their culture, open handbook, and how they work as an all-remote company. We talk through where Sid came from, the early days of GitLab, why IPO vs a private sale (like GitHub), what it means to put “family and friends first, work second,” how we should view work, and his biggest fear — the company failing.

Changelog Interviews Changelog Interviews #386

Engineer to manager and back again

Lauren Tan joined us to talk about her blog post titled “Does it spark joy?” In this post Lauren shared the news of her resignation as an engineering manager at Netflix to return to being a software engineer. We examine the career trajectory of a software engineer and the seemingly inevitable draw to management for continued career growth. The idea of understanding “What are you optimizing for?” and whether or not what you’re doing truly brings you joy.

Changelog Interviews Changelog Interviews #340

All things text mode

We’re talking all things text mode with Lucas da Costa — we logged his post “How I’m still not using GUIs in 2019” a guide focused on making the terminal your IDE. We talked through his Terminal starter pack which includes: neovim, tmux, iterm2, and zsh by way of oh-my-zsh, his rules for learning vim, the awesomeness of CLI’s, and the pros and cons of graphical and plain text editors.

Founders Talk Founders Talk #61

Isaac Schlueter on building npm and hiring a CEO

With JavaScript in every corner of software development and npm in every corner right along with it, the rise of npm can be drawn as a hockey stick up and to the right with Isaac Schlueter at the top grinning ear to ear. After reading their recent announcement to hire a CEO, I knew it was time to talk one-on-one with Isaac about building npm and the journey of hiring his successor.

Practical AI Practical AI #24

So you have an AI model, now what?

Fully Connected – a series where Chris and Daniel keep you up to date with everything that’s happening in the AI community.

This week we discuss all things inference, which involves utilizing an already trained AI model and integrating it into the software stack. First, we focus on some new hardware from Amazon for inference and NVIDIA’s open sourcing of TensorRT for GPU-optimized inference. Then we talk about performing inference at the edge and in the browser with things like the recently announced ONNX JS.

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