Deep-dive into DeepSeek (Practical AI #302)

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1
The War and Treaty Are Getting Carried Away 46:55

منذ 6 أيام46:55

التشغيل لاحقا

قوائم

إعجاب

احب

46:55

The War and Treaty’s Michael and Tanya Trotter grew up in Cleveland, Ohio, and Washington, DC, respectively, but both have family roots in the South. They also grew up in the musical traditions of their churches – Tanya in the Black Baptist Church and Michael in the Seventh Day Adventist Church – where they learned the power of song to move people. After becoming a father at a very young age, Michael eventually joined the armed forces and served in Iraq and Germany, where he took up songwriting as a way of dealing with his experiences there. Meanwhile Tanya embarked on a singing and acting career after a breakthrough appearance in Sister Act 2 alongside Whoopi Goldberg and Lauryn Hill. Now, after a long and sometimes traumatic journey, Michael and Tanya are married, touring, winning all sorts of awards, and set to release their fifth album together, and their fourth as The War and Treaty. Sid talks to Michael and Tanya about the new record, Plus One , as well as their collaboration with Miranda Lambert, what it was like to record at FAME studios in Muscle Shoals, and how they’re blending country, soul, gospel, and R&B. Learn more about your ad choices. Visit podcastchoices.com/adchoices…

منذ عام واحد 50:49

MP3•منزل الحلقة

There is crazy hype and a lot of confusion related to DeepSeek’s latest model DeepSeek R1. The products provided by DeepSeek (their version of a ChatGPT-like app) has exploded in popularity. However, ties to China have raised privacy and geopolitical concerns. In this episode, Chris and Daniel cut through the hype to talk about the model, privacy implications, running DeepSeek models securely, and what this signals for open models in 2025.

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Featuring:

Chris Benson – Website, GitHub, LinkedIn, X
Daniel Whitenack – Website, GitHub, X

Show Notes:

Something missing or broken? PRs welcome!

فصول

1. Welcome to Practical AI (00:00:00)

2. Fully connected (00:00:44)

3. DeepSeek R1 (00:02:51)

4. "Some Chinese startup" (00:05:43)

5. Using it (00:08:18)

6. Sponsor: Notion (00:15:40)

http://notion.com/changelog

7. Security (00:17:56)

8. Not all DeepSeek code (00:25:16)

9. Reservations (00:27:29)

10. Bias (00:28:36)

11. Sponsor: Domo (00:31:43)

https://ai.domo.com

12. Technicalities (00:33:04)

13. Creative training (00:38:49)

14. Distilled versions (00:40:47)

15. The real impact (00:43:38)

16. Outro (00:49:33)

2239 حلقات

#Changelog #Open Source #Oss #Software #Development #Changelog Media #Tech #Hackers

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Deep-dive into DeepSeek (Practical AI #302)

Changelog Master Feed

22 subscribers

published منذ عام واحد

MP3•منزل الحلقة

Join the discussion

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

Sponsors:

Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play. It’s a workspace designed not just for making progress, but getting inspired. Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs.
Domo – The AI and data products platform. Strengthen your entire data journey with Domo’s AI and data products.

Featuring:

Chris Benson – Website, GitHub, LinkedIn, X
Daniel Whitenack – Website, GitHub, X

Show Notes:

Something missing or broken? PRs welcome!

فصول

1. Welcome to Practical AI (00:00:00)

2. Fully connected (00:00:44)

3. DeepSeek R1 (00:02:51)

4. "Some Chinese startup" (00:05:43)

5. Using it (00:08:18)

6. Sponsor: Notion (00:15:40)

http://notion.com/changelog

7. Security (00:17:56)

8. Not all DeepSeek code (00:25:16)

9. Reservations (00:27:29)

10. Bias (00:28:36)

11. Sponsor: Domo (00:31:43)

https://ai.domo.com

12. Technicalities (00:33:04)

13. Creative training (00:38:49)

14. Distilled versions (00:40:47)

15. The real impact (00:43:38)

16. Outro (00:49:33)

2239 حلقات

#Changelog #Open Source #Oss #Software #Development #Changelog Media #Tech #Hackers

كل الحلقات

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1
Friendly Feud: JS Party Edition (Changelog & Friends #83) 1:12:34

منذ يومين1:12:34

1:12:34

Our award-winning JS Party game show is back with a new name, a new channel, and the same ol’ survey-response-guessing fun! The JS Party crew join us to see who knows y’all best. Survey says! Join the discussion Changelog++ members save 9 minutes on this episode because they made the ads disappear. Join today! Sponsors: Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates. Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool…Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo. Featuring: Nick Nisi – Website , GitHub , Mastodon , X Amal Hussein – GitHub , X Kevin Ball – Website , GitHub , LinkedIn , X Christopher Hiller – Website , GitHub , Mastodon , X Amy Dutton – GitHub , X Adam Stacoviak – Website , GitHub , LinkedIn , Mastodon , X Jerod Santo – GitHub , LinkedIn , Mastodon , X Show Notes: More dev game shows! Something missing or broken? PRs welcome!…

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Antirez returns to Redis! (Changelog Interviews #631) 1:33:59

منذ 3 أيام1:33:59

1:33:59

Antirez has returned to Redis! Yes, Salvatore Sanfilippo (aka Antirez), the creator of Redis has returned to Redis and he joined us to share the backstory on Redis, what’s going on with the tech and the company, the possible (likely) move back to open source via the AGPL license, the new possibilities of AI and vector embeddings in Redis, and some good ’ol LLM inference discussions. Join the discussion Changelog++ members get a bonus 5 minutes at the end of this episode and zero ads. Join today! Sponsors: Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates. Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool…Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo. Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes. Featuring: Salvatore Sanfilippo – Website , GitHub , X Adam Stacoviak – Website , GitHub , LinkedIn , Mastodon , X Jerod Santo – GitHub , LinkedIn , Mastodon , X Show Notes: Deep Seek on Ollama Claude Sonnet 3.7 is out! - We are destroying software Something missing or broken? PRs welcome!…

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1
JavaScript fatigue strikes back (Changelog News #134) 8:29

منذ 6 أيام8:29

8:29

Allen Pike on the JavaScript ecosystem after a decade away, Lars Wirzenius was there at the birth of Linux, Piotr Migdał archives things in Markdown, Jacob Stopak is gamifying Git with Devlands & Juan Diego Rodríguez runs down how CSS functions (will) work. View the newsletter Join the discussion Changelog++ members save 1 minute on this episode because they made the ads disappear. Join today! Sponsors: Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates. Featuring: Jerod Santo – GitHub , LinkedIn , Mastodon , X…

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Kaizen! Pipely goes BAM (Changelog & Friends #82) 1:58:41

منذ 9 أيام1:58:41

1:58:41

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1
Building for application developers (Changelog Interviews #630) 1:52:33

منذ 10 أيام1:52:33

1:52:33

Anurag Goel, Founder/CEO of Render, joins Adam to discuss what they’re doing to solve cloud problems for application developers. They just raised $80M they don’t even need and they’re poised to solve boring problems like object storage, and less boring things like building for the AI era. Join the discussion Changelog++ members get a bonus 4 minutes at the end of this episode and zero ads. Join today! Sponsors: Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool…Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog Sentry – Use the code CHANGELOG when you sign up to get $100 off the team plan . Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo. Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes. Featuring: Anurag Goel – LinkedIn , X Adam Stacoviak – Website , GitHub , LinkedIn , Mastodon , X Show Notes: $80M to reimagine the cloud for the AI era Changelog Interviews #621: Building the developer cloud with Kurt Mackey (CEO of Fly) Something missing or broken? PRs welcome!…

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AI killed the tech interview. Now what? (Changelog News #133) 6:23

منذ 13 يومًا6:23

6:23

Kane Narraway thinks through the radical change AI tools have brought to the technical interview process, Rhys Kentish built an app that makes him touch grass, Microsoft announced their progress on quantum computing, Chris Horsley learns about software estimations by yak shaving a washing machine install & Andreas Gohr built StumbleUpon for the IndieWeb. View the newsletter Join the discussion Changelog++ members support our work, get closer to the metal, and make the ads disappear. Join today! Sponsors: Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool…Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog Featuring: Jerod Santo – GitHub , LinkedIn , Mastodon , X…

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GenAI hot takes and bad use cases (Practical AI #304) 30:38

منذ 13 يومًا30:38

30:38

It seems like all we hear about are the great use cases for GenAI, but where should you NOT be using the technology? On this episode Chris and Daniel share their hot takes and bad use cases. Some may surprise you! Join the discussion Changelog++ members save 3 minutes on this episode because they made the ads disappear. Join today! Sponsors: Domo – The AI and data products platform. Strengthen your entire data journey with Domo’s AI and data products. Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes. Featuring: Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Show Notes: Something missing or broken? PRs welcome!…

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Change my mind (Changelog & Friends #81) 1:56:32

منذ 16 يومًا1:56:32

1:56:32

Jerod and Adam use Chris Kiehl’s post on development topics he’s changed his mind on (over the last 10 years) as a proxy for discussion on dev things they HAVE and HAVE NOT changed their minds on. Join the discussion Changelog++ members save 9 minutes on this episode because they made the ads disappear. Join today! Sponsors: Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool…Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates. Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo. Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes. Featuring: Jerod Santo – GitHub , LinkedIn , Mastodon , X Adam Stacoviak – Website , GitHub , LinkedIn , Mastodon , X Show Notes: Software development topics I’ve changed my mind on after 10 years in the industry File over app — Steph Ango ssh - How can I set customise settings for htop? - Unix & Linux Stack Exchange Amy Hoy Something missing or broken? PRs welcome!…

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Programming with LLMs (Changelog Interviews #629) 1:31:22

منذ 18 يومًا1:31:22

1:31:22

For the past year, David Crawshaw has intentionally sought ways to use LLMs while programming, in order to learn about them. He now regularly use LLMs while working and considers their benefits a net-positive on his productivity. David wrote down his experience, which we found both practical and insightful. Hopefully you will too! Join the discussion Changelog++ members get a bonus 11 minutes at the end of this episode and zero ads. Join today! Sponsors: Retool – The low-code platform for developers to build internal tools — Some of the best teams out there trust Retool…Brex, Coinbase, Plaid, Doordash, LegalGenius, Amazon, Allbirds, Peloton, and so many more – the developers at these teams trust Retool as the platform to build their internal tools. Try it free at retool.com/changelog Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates. Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo. Featuring: David Crawshaw – Website , GitHub , Bluesky , X Adam Stacoviak – Website , GitHub , LinkedIn , Mastodon , X Jerod Santo – GitHub , LinkedIn , Mastodon , X Show Notes: How I program with LLMs sketch.dev merde.ai: ai-fixed merge conflicts How Tailscale’s free plan stays free Something missing or broken? PRs welcome!…

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AI is stifling tech adoption (Changelog News #132) 8:06

منذ 20 يومًا8:06

8:06

Declan Chidlow proposes that AI is stifling tech adoption, Ariel Salminen shares 17 pieces of advice she’s learned about leading successful product teams, Benj Edwards tells the story of WikiTok, the React team sunsets Create React App & Ruben Schade says boring tech is mature, not old. View the newsletter Join the discussion Changelog++ members support our work, get closer to the metal, and make the ads disappear. Join today! Sponsors: Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo. Featuring: Jerod Santo – GitHub , LinkedIn , Mastodon , X…

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Discovering discovery coding (Changelog & Friends #80) 1:53:56

منذ 23 يومًا1:53:56

1:53:56

Fire up a REPL, grab your favorite Stephen King novel, and hold on to the seat of your pants! Jimmy Miller returns to reveal why, at least for some of us, discovery coding is where it’s at. Join the discussion Changelog++ members save 9 minutes on this episode because they made the ads disappear. Join today! Sponsors: Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo. Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates. Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play. It’s a workspace designed not just for making progress, but getting inspired. Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs. Featuring: Jimmy Miller – Website , GitHub , X Jerod Santo – GitHub , LinkedIn , Mastodon , X Adam Stacoviak – Website , GitHub , LinkedIn , Mastodon , X Show Notes: That time Secret Service busted in Jimmy Miller’s door for hacking Blinkist Amazon.com: Tools Of Titans The best, worst codebase (Changelog Interviews #609) Discovery Coding Thinking outside the box of code (Changelog Interviews #552) Something missing or broken? PRs welcome!…

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Tool calling and agents (Practical AI #303) 45:02

منذ 24 يومًا45:02

45:02

It seems like everyone is uses the term “agent” differently these days. In this episode, Chris and Daniel dig into the details of tool calling and its connection to agents. They help clarify how LLMs can “talk to” and “interact with” other systems like databases, APIs, web apps, etc. Along the way they share related learning resources. Join the discussion Changelog++ members save 4 minutes on this episode because they made the ads disappear. Join today! Sponsors: Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play. It’s a workspace designed not just for making progress, but getting inspired. Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs. Featuring: Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Show Notes: smolagents Hugging Face agents course Something missing or broken? PRs welcome!…

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One last party (JS Party #350) 1:15:53

منذ 24 يومًا1:15:53

1:15:53

Jerod is joined by KBall, Nick & Amy to throw one last JS Party! We review last year’s predictions, discuss the state of the web dev world, opine on coding AIs (of course) & divulge what comes next for the JS Party crew. Thank you for partying with us all these years! 💚 Join the discussion Changelog++ members save 8 minutes on this episode because they made the ads disappear. Join today! Sponsors: Jam.dev – One click bug reports developers love — Never explain another bug report again. Jam auto-captures all the info engineers need to debug and repro. Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes. WorkOS – AuthKit offers 1,000,000 monthly active users (MAU) free — The world’s best login box, powered by WorkOS + Radix. Learn more and get started at WorkOS.com and AuthKit.com Featuring: Jerod Santo – GitHub , LinkedIn , Mastodon , X Kevin Ball – Website , GitHub , LinkedIn , X Nick Nisi – Website , GitHub , Mastodon , X Amy Dutton – GitHub , X Show Notes: The Dysfunctonal Developer Changelog & Friends Something missing or broken? PRs welcome!…

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Fostering open source culture (Changelog Interviews #628) 1:24:13

منذ 25 يومًا1:24:13

1:24:13

Arun Gupta is back, this time with his latest book in hand titled “Fostering Open Source Culture” to share his wisdom and experiences of fostering open source culture. BTW you can use the code OSCULTURE20 to get 20% off (both print and e-book). Use this link and enjoy. Join the discussion Changelog++ members save 8 minutes on this episode because they made the ads disappear. Join today! Sponsors: Temporal – Build invincible applications. Manage failures, network outages, flaky endpoints, long-running processes and more, ensuring your workflows never fail. Register for Replay in London, March 3-5 to break free from the status quo. Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates. Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play. It’s a workspace designed not just for making progress, but getting inspired. Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs. Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes. Featuring: Arun Gupta – Website , GitHub , LinkedIn , X Adam Stacoviak – Website , GitHub , LinkedIn , Mastodon , X Jerod Santo – GitHub , LinkedIn , Mastodon , X Show Notes: Book announcement Buy the book - save 20% using code OSCULTURE20 Something missing or broken? PRs welcome!…

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Tech is supposed to make our lives easier (Changelog News #131) 8:25

منذ 27 يومًا8:25

8:25

Bill Maher excoriates the software industry for making our lives more difficult, two professors from the University of Washington put together a curriculum to help us manage life in the ChatGPT world, Daniel Delaney thinks deeply on chat as a dev tool UI, Benedict Evans explores our assumptions that computers be ‘correct’ & the Thoughtbot team writes up six cases when not to refactor. View the newsletter Join the discussion Changelog++ members support our work, get closer to the metal, and make the ads disappear. Join today! Sponsors: Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights. Augment provides relevant, contextualized code right in your IDE or Slack. It transforms scattered knowledge into code or answers, eliminating time spent searching docs or interrupting teammates. Featuring: Jerod Santo – GitHub , LinkedIn , Mastodon , X…

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