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Latest Episodes:

Design philosophy (Go Time #172) Mar 25, 2021

Show notes

In this insight-filled episode, Bill Kennedy joins Johnny and Kris to discuss best practices around the design of software in Go. Bill talks through scenarios, lessons learned, and pitfalls to avoid in both architecture and coding of Go projects.

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Code-ish by Heroku – A podcast from the team at Heroku, exploring code, technology, tools, tips, and the life of the developer. Check out episode 101 for a deep dive with Cornelia Davis (CTO of Weaveworks) on cloud native, cloud native patterns, and what is really means to be a cloud native application. Subscribe on Apple Podcasts and Spotify.
Equinix Metal - Proximity – Take your infrastructure further, faster. On March 3rd, join Equinix Metal for their first technical user conference called Proximity. It’s a “follow-the-sun” day of live-streamed technical demonstrations showcasing Equinix Metal’s partners and ecosystem. Visit metal.equinix.com/proximity
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:

Bill Kennedy – Twitter, GitHub, Website
Johnny Boursiquot – Twitter, GitHub, Website
Kris Brandow – Twitter, GitHub

Show Notes:

Many of the design philosophies discussed during the show are encapsulated in this repo.

Something missing or broken? PRs welcome!

Big breaches (and how to avoid them) (Changelog Interviews #432) Mar 24, 2021

Show notes

This week we’re talking about big security breaches with Neil Daswani, renowned security expert, best-selling author, and Co-Director of Stanford University’s Advanced CyberSecurity Program. His book, Big Breaches: Cybersecurity Lessons for Everyone helped to guide this conversation. We cover the six common key causes (aka vectors) that lead to breaches, which of these causes are exploited most often, recent breaches such as the Equifax breach (2017), the Capital One breach (2019), and the more recent Solarwinds breach (2020).

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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.
Retool – Retool makes it super simple to build back-office apps in hours, not days. The tool is is built by engineers, explicitly for engineers. Learn more and try it for free at retool.com/changelog
Render – Get $100 in free credit to give Render a try! Plus they’re going to assign a world-class engineer to your account to provide guidance and answer any questions. Render is built for modern applications and offers everything you need out-of-the-box — one-click scaling, zero-downtime deploys, built-in SSL, private networking, managed databases, secrets and config management, persistent block storage, and Infrastructure-as-Code. Send an email to changelog@render.com to get your free credits.
Grafana Cloud – Grafana Cloud is our dashboard of choice – Grafana is the open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

Featuring:

Neil Daswani – Twitter, LinkedIn, Website
Adam Stacoviak – Mastodon, Twitter, GitHub, LinkedIn, Website
Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Show Notes:

Something missing or broken? PRs welcome!

Recommender systems and high-frequency trading (Practical AI #126) Mar 23, 2021

Show notes

David Sweet, author of “Tuning Up: From A/B testing to Bayesian optimization”, introduces Dan and Chris to system tuning, and takes them from A/B testing to response surface methodology, contextual bandit, and finally bayesian optimization. Along the way, we get fascinating insights into recommender systems and high-frequency trading!

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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:

David Sweet – Twitter, LinkedIn
Chris Benson – Twitter, GitHub, LinkedIn, Website
Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

Books

“Experimentation for Engineers” by David Sweet
- Tuning Up | GitHub
- Manning 40% discount code: podpracticalAI19

Something missing or broken? PRs welcome!

10 a11y mistakes to avoid (JS Party #167) Mar 19, 2021

Show notes

Spotify’s Tryggvi Gylfason joins Emma & Nick to discuss common accessibility mistakes and tips for avoiding them!

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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.
DevDiscuss – An original podcast by team behind dev.to — hosted by DEV co-founders Ben Halpern and Jess Lee. The podcast brings on notable industry guests to discuss trends and timeless software topics to help developers succeed within their teams and grow.
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.

Featuring:

Tryggvi Gylfason – Twitter, GitHub
Emma Bostian – Twitter, GitHub, LinkedIn
Nick Nisi – Mastodon, Twitter, GitHub, Website

Show Notes:

Something missing or broken? PRs welcome!

go:embed (Go Time #171) Mar 18, 2021

Show notes

Carl (Director of Technology for Spotlight PA) and Wayne (Principal Engineer at GoDaddy) join Mat and Mark to talk about the new go:embed feature in Go 1.16. They discuss how and when to use it, common gotchas to watch out for, and some rather meaty unpopular opinions thrown in for good measure.

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Changelog++ members save 4 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

Code-ish by Heroku – A podcast from the team at Heroku, exploring code, technology, tools, tips, and the life of the developer. Check out episode 101 for a deep dive with Cornelia Davis (CTO of Weaveworks) on cloud native, cloud native patterns, and what is really means to be a cloud native application. Subscribe on Apple Podcasts and Spotify.
Equinix Metal - Proximity – Take your infrastructure further, faster. On March 3rd, join Equinix Metal for their first technical user conference called Proximity. It’s a “follow-the-sun” day of live-streamed technical demonstrations showcasing Equinix Metal’s partners and ecosystem. Visit metal.equinix.com/proximity
Retool – Retool makes it super simple to build back-office apps in hours, not days. The tool is is built by engineers, explicitly for engineers. Learn more and try it for free at retool.com/changelog

Featuring:

Carl Johnson – Mastodon, Twitter, GitHub, Website
Wayne Ashley Berry – Twitter, GitHub, Website
Mat Ryer – Twitter, GitHub, LinkedIn, Website
Mark Bates – Twitter, GitHub, Website

Show Notes:

Read the official reference documentation on golang.org
Carl also wrote about How to Use //go:embed
And learn more about its design in this Draft design video with Russ Cox

Something missing or broken? PRs welcome!

Leading a non-profit unicorn (Changelog Interviews #431) Mar 16, 2021

Show notes

This week we’re talking about the future of freeCodeCamp with Quincy Larson and what it’s taken to build it into the non-profit unicorn that it is. They’re expanding their Python section into a full-blown data science curriculum and they’ve launched a $150,000 fundraiser to make it happen with 100% dollar-for-dollar matching up to the first $150,000 thanks to Darrell Silver.

As you may know, we’re big fans of Quincy and the work being done at freeCodeCamp, so if you want to back their efforts as well, learn more and donate.

Join the discussion

Changelog++ members get a bonus 1 minute at the end of this episode and zero ads. Join today!

Sponsors:

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.
LaunchDarkly – Test in production! 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.
Render – Get $100 in free credit to give Render a try! Plus they’re going to assign a world-class engineer to your account to provide guidance and answer any questions. Render is built for modern applications and offers everything you need out-of-the-box — one-click scaling, zero-downtime deploys, built-in SSL, private networking, managed databases, secrets and config management, persistent block storage, and Infrastructure-as-Code. Send an email to changelog@render.com to get your free credits.
Grafana Cloud – Grafana Cloud is our dashboard of choice – Grafana is the open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

Featuring:

Quincy Larson – Twitter, GitHub, Website
Adam Stacoviak – Mastodon, Twitter, GitHub, LinkedIn, Website
Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Show Notes:

Something missing or broken? PRs welcome!

JS Danger: CSS-Tricks Edition (JS Party #166) Mar 12, 2021

Show notes

The wonderful folks behind CSS-Tricks (maybe you’ve heard of it?) face off in our much beloved don’t-call-it-jeopardy game show. Can you out smart our intrepid contestants?

Play along while you listen (or watch). It’s JS Danger time, y’all!

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Sponsors:

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.
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.
DevDiscuss – An original podcast by team behind dev.to — hosted by DEV co-founders Ben Halpern and Jess Lee. The podcast brings on notable industry guests to discuss trends and timeless software topics to help developers succeed within their teams and grow.

Featuring:

Chris Coyier – Twitter, GitHub, Website
Sarah Drasner – Twitter, GitHub, Website
Geoff Graham – Twitter, Website
Miriam Suzanne – Twitter, Website
Jerod Santo – Mastodon, Twitter, GitHub, LinkedIn

Show Notes:

Past episodes of JS Danger:

Something missing or broken? PRs welcome!

Talkin' 'bout code generation (Go Time #170) Mar 11, 2021

Show notes

O.G. Brian Ketelsen joins the panel to discuss code generation; programs that write programs. They also discuss IDLs, DSLs, overusing language features, generics, and more.

Also Brian plays his guitar. 🤘

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Sponsors:

Teleport – Quickly access any resource anywhere using a Unified Access Plane that consolidates access controls and auditing across all environments - infrastructure, applications, and data. Try Teleport today in the cloud, self-hosted, or open source at goteleport.com
LaunchDarkly – Test in production! 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.
Equinix Metal - Proximity – Take your infrastructure further, faster. On March 3rd, join Equinix Metal for their first technical user conference called Proximity. It’s a “follow-the-sun” day of live-streamed technical demonstrations showcasing Equinix Metal’s partners and ecosystem. Visit metal.equinix.com/proximity

Featuring:

Brian Ketelsen – Twitter, GitHub
Mat Ryer – Twitter, GitHub, LinkedIn, Website
Jon Calhoun – Twitter, GitHub, Website
Kris Brandow – Twitter, GitHub

Show Notes:

The panel dig deep on code generation in Go. Touching on the new go:embed feature in Go 1.16.

They also discuss IDLs (interface description language) and DSLs (domain specific languages) and the part they play in code generation.

Brian talks about how we’re all guilty of overusing language features, like channels (see Go channels are bad and you should feel bad for an example).

The panel refers to https://litestream.io/ at one point, as an example of a closed-open-source project, and you can read more about on the Litestream GitHub page.

Something missing or broken? PRs welcome!

Deep learning technology for drug discovery (Practical AI #125) Mar 09, 2021

Show notes

Our Slack community wanted to hear about AI-driven drug discovery, and we listened. Abraham Heifets from Atomwise joins us for a fascinating deep dive into the intersection of deep learning models and molecule binding. He describes how these methods work and how they are beginning to help create drugs for “undruggable” diseases!

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Changelog++ members save 4 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
Code-ish by Heroku – A podcast from the team at Heroku, exploring code, technology, tools, tips, and the life of the developer. Check out episode 98 and episode 99 for insights on the ethical and technical sides of deep fakes. Subscribe on Apple Podcasts and Spotify.
The Brave Browser – Browse the web up to 8x faster than Chrome and Safari, block ads and trackers by default, and reward your favorite creators with the built-in Basic Attention Token. Download Brave for free and give tipping a try right here on changelog.com.

Featuring:

Abe Heifets – Twitter
Chris Benson – Twitter, GitHub, LinkedIn, Website
Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

Atomwise
Atomwise Receives a $2.3M Grant to Develop New Therapies for Drug Resistant Malaria and Tuberculosis
Atomwise Partners with Global Research Teams to Pursue Broad-Spectrum Treatments Against COVID-19 and Future Coronavirus Outbreaks
World robotic soccer
Philadelphia chromosome
Alphafold
Canavan disease example:
- Paper: “Discovery of Novel Inhibitors of a Critical Brain Enzyme Using a Homology Model and a Deep Convolutional Neural Network”
AtomNet: A Deep Convolutional Neural Network for Bioactivity Prediction in Structure-based Drug Discovery
[“Memorizing yesterday’s stock price” example](Most Ligand-Based Classification Benchmarks Reward Memorization Rather than Generalization)

Something missing or broken? PRs welcome!

Who let the docs out? (JS Party #165) Mar 05, 2021

Show notes

The week we talk about the new Open Web Docs initiative and the future of MDN.

Join the discussion

Changelog++ members save 5 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

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.
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.
DevDiscuss – An original podcast by team behind dev.to — hosted by DEV co-founders Ben Halpern and Jess Lee. The podcast brings on notable industry guests to discuss trends and timeless software topics to help developers succeed within their teams and grow.

Featuring:

Florian Scholz – Twitter, GitHub, LinkedIn, Website
Will Bamberg –
Nick Nisi – Mastodon, Twitter, GitHub, Website
Kevin Ball – Twitter, GitHub, LinkedIn, Website

Show Notes:

Something missing or broken? PRs welcome!

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