Vectorizing Your Databases With Steve Pousty Fork Around And Find Out podcast

58:05

Angie gives us a crash course on Model Context Protocol (MCP) and how you can get started using it with goose. We also talk about other projects Angie's worked on at Block and what drives her to keep learning new things in tech. Links Angie's website: https://angiejones.tech Goose https://github.com/block/goose Angie's Modern Day Mashups talk https://www.youtube.com/watch?v=jZbXq5qu55U…

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Motivated to Learn with Adriana Villela 1:14:19

11 days ago1:14:19

1:14:19

After 25 years in tech it’s hard not to coast. Adriana has come from writing word docs for the ops team to deploy software, through Devops, and now has a focus on OTel and Kubernetes. How do we get more people from 100 to 400 levels and why is there no content in between? And why we need junior engineers to make our senior engineers better. Links Bluefin wallpapers https://github.com/ublue-os/packages/tree/main/packages/bluefin/wallpapers Justin’s talk with balloons and a spreadsheet https://www.youtube.com/watch?v=A0mWGaBawR8 Adriana on Bluesky https://bsky.app/profile/adrianamvillela.bsky.social…

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Recovering from Disaster with Seth Eliot 1:02:13

18 days ago1:02:13

1:02:13

Disaster recovery is more than automation and infrastructure. There's a lot that goes into your services and some of those things can't be defined as code or automated. When was the last time you restored your database from a backup? How do you use least privileged access when your region changes and how do you even know you're having a disaster. Seth has a lot of experience and a ton of good insights in this episode. Links Seth’s Linktree https://linktr.ee/setheliot arpio https://arpio.io/services/ EKS Auto example repo https://community.aws/content/2sV2SNSoVeq23OvlyHN2eS6lJfa/amazon-eks-auto-mode-enabled-build-your-super-powered-cluster Disaster recovery white paper https://docs.aws.amazon.com/whitepapers/latest/disaster-recovery-workloads-on-aws/disaster-recovery-workloads-on-aws.html Disaster recovery blog series https://aws.amazon.com/blogs/architecture/tag/disaster-recovery-series/ Ship it! with Pete Naylor https://changelog.com/shipit/127 Engineering Resilient Systems on AWS by Jennifer Moran https://www.amazon.com/Engineering-Resilient-Systems-AWS-Resilience/dp/1098162420 Four Things Everyone Should Know About Resilience https://community.aws/content/2duX45O6vKOE7cmmXQ9Nj3tO3bL/should-know-resilience…

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Building a Datacenter with Jake Cooper 1:03:41

25 days ago1:03:41

1:03:41

Railway wanted to build a better cloud so they started on Google Cloud and ended up building datacenters. Through the burden of success, they figured out there was a lot of things they had to learn and build themselves if they wanted to offer the best cloud experience they could. Jake tells us how they accomplished the move in 9 months, why the built their own orchestrator, and what they’re working on next. Check out Railway at https://railway.com/ and their blog at https://blog.railway.com. Specifically read the post discussed in this episode. https://blog.railway.com/p/data-center-build-part-one…

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Staying Curious with Scott Hanselman 42:16

5 weeks ago42:16

42:16

You can't grow in technology without learning new things. But sometimes those new things are actually old things. We talk with Scott about a wide range of interests about software, video games, 3D printing, and food. If you want to know why junior engineers are important for your teams you need to listen. Highlights (0:00) What makes good engineers? (12:00) Vibe coding (19:00) Doom scrolling with intention (24:00) Making vs buying (26:00) Praising hard work (30:00) Loss of empathy Links Scott's website: https://www.hanselman.com/ Hanselminutes Podcast: https://hanselminutes.com/ Scott and Mark Learn to... Podcast: https://www.youtube.com/playlist?list=PL0M0zPgJ3HSf4XZvYgZPUXgSrfzBN26pf…

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Vectorizing Your Databases with Steve Pousty 1:14:10

6 weeks ago1:14:10

1:14:10

What exactly is an LLM doing and why do you need to learn so many new terms? Steve Pousty is here to explain that most of those new terms are things you already know. It’s not new technology, it’s new words to describe technologies applied in a new field. We have a wild, ADHD roller coaster looping through embeddings, vectors, RAG, and LLMs. Make sure to keep your hands and arms inside the pod for this one. Chapters (0:00) Intro (9:00) Embeddings (19:00) Graph DB vs Vector DB (21:00) Vector Algebra (36:00) Open Source (41:00) Vector databases (51:00) What is RAG? (58:00) What is an LLM doing? (1:08:00) Dating advice Links • 🦋Steve on Bluesky https://bsky.app/profile/thesteve0.bsky.social • ▶️ Steve on YouTube https://www.youtube.com/@thesteve0 • 📍Voxel 51 https://voxel51.com/ • 🎮 Vector algebra game https://neal.fun/infinite-craft/ • 📘The Alignment Problem https://www.amazon.com/Alignment-Problem-Machine-Learning-Values/dp/0393635821 • 🎥 Mitchells vs The Machines https://www.netflix.com/title/81399614 • 📀 MNIST dataset https://en.wikipedia.org/wiki/MNIST_database • 📝 What ChatGPT is not https://blog.techravenconsulting.com/what-chatgpt-is-not/ • 📝 Why I am excited about ChatGPT https://blog.techravenconsulting.com/why-i-am-excited-about-chatgpt/…

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Testing Your Performance with Ada Lundhe 1:13:22

7 weeks ago1:13:22

1:13:22

How Rachel Ray’s crawler lead to Ada developing a new performance testing framework, hyperscale. This leads to a great conversation about the benefits of rust, modern python package managers, and why MySpace went out of business. The importance of connecting what you’re building to business value and understanding every line of code has a cost. Show Highlights (0:00) Intro (8:00) Rachel Ray crawler (15:00) Performance testing (20:00) Moving in to tech (31:00) Hyperscale and uv (39:00) Does memory safety matter? (43:00) Datavant (54:00) Connecting performance to business (1:02:00) Spicy takes Links Referenced Performance testing tools: https://locust.io/ https://k6.io/ https://github.com/hyper-light/hyperscale Modern Python packaging: https://github.com/astral-sh/uv FAFO starter pack: https://go.bsky.app/LqoyyNq Sponsor FAFO at https://fafo.fm/sponsor…

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Getting to Know Kafka with Elad Eldor 56:36

8 weeks ago56:36

56:36

Is running Kafka on-prem different than running it in the cloud? You’ll find out from Elad Eldor’s years of experience running, tuning, and troubleshooting Kafka in production environments. Elad didn’t set out to learn Kafka, but he kept asking questions and was given the opportunity to dive deep into system performance. He not only knows what all the columns of iostat mean, he knows what his customers want. Make sure to subscribe to this topic on all your consumers. Show Highlights (0:00) Intro (9:30) Why do people use Kafka (15:00) Learning cloud vs on-prem (18:30) Kafka vs Linux troubleshooting (27:00) scaling clusters (38:00) How to get started Links Referenced Elad’s book: Kafka Troubleshooting in Production https://www.amazon.com/Kafka-Troubleshooting-Production-Stabilizing-premises-ebook/dp/B0CJ4FSGMD Systems Performance book by Brendan Gregg https://www.brendangregg.com/blog/2020-07-15/systems-performance-2nd-edition.html Kafka: The Definitive Guide book by Neha Narkhede https://www.amazon.com/Kafka-Definitive-Real-Time-Stream-Processing/dp/1491936169 Sponsor https://www.softwaredefinedtalk.com Sponsor FAFO at https://fafo.fm/sponsor…

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FAFO Live with Sam Rose 51:56

9 weeks ago51:56

51:56

Sam is back with us for a live episode where we discuss important questions such as “is coffee is good?”, “are people on the Internet good writers?”, and “is content creation consistency actually important?” We also share links about turning your hand writing into a font and hacking McDonald’s delivery app. Finally, we wrap up with a new game FAANG GANG. Chapters (0:00) Intro (9:00) Codifying your handwriting (10:30) I’m loving it (27:00) Consistency in content (39:00) FAANG gang game Links Shared Codifying your Handwriting https://www.amygoodchild.com/blog/cursive-handwriting-in-javascript I’m lovin’ it https://eaton-works.com/2024/12/19/mcdelivery-india-hack/ Sponsor VocalCat: https://fafo.fm/vocalcat Sponsor the FAFO Podcast! https://fafo.fm/sponsor…

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Animating the Stack with Sam Rose 1:14:00

10 weeks ago1:14:00

1:14:00

This episode is stacked with information. You could even say “full stacked.” Sam has built and run some large scale systems as a SRE at Google, now building backend services at Budibase, and he spends his free time teaching others how systems work at understandable scale. We dive into what makes Google SRE different from other companies, what it’s like to be a parent, and how Sam got started with building animations for his blog. Don’t forget to visit and check out the easter eggs he’s hidden throughout. Show Highlights 0:00 - Intro 2:00 - Sam’s background 6:00 - How Google did SRE 15:00 - Importance of docs 19:00 - The problems with Java 26:00 - Budibase 32:00 - Borg vs Kubernetes 39:00 - Building animations 46:00 - Being a better teacher 56:00 - Art in the age of AI 1:00:00 - What’s next Links Referenced SRE book https://sre.google/books/ Sam’s Blog https://samwho.dev/ Budibase - https://budibase.com/ Bartosz Ciechanowski’s website - https://ciechanow.ski/ Life Animated book - https://www.amazon.com/Life-Animated-Sidekicks-Heroes-Autism/dp/1484741234 Andy Matuschak’s website - https://andymatuschak.org/ Southern California Linux Expo (SCaLE) - https://www.socallinuxexpo.org/scale/22x Sponsor The sponsor for this week is YOU! Please share and rate this episode! https://fafo.fm/sponsor…

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Predicting Bluesky’s Scale with Jaz 1:05:57

11 weeks ago1:05:57

1:05:57

Bluesky has been on a roller coaster of growth for over a year. From the early days of figuring out a new distributed social protocol—AT protocol—to actually building it and inviting 30 million of their closest friends. Not only has the site gone through tremendous growth, the team has been optimizing, re-architecting, and adding features the entire time. Jaz is a software engineer focused on the infrastructure at Bluesky, and they share how they achieved exponential growth without exponential costs. We cover some of the key components of the protocol and how that affects the architecture. There’s some amazing advice from the trenches we know you’ll enjoy. Show Highlights (0:00) Intro (5:00) Jaz’s background (12:30) Bluesky Infrastructure (17:00) Predicting the future (20:00) What is a PDS? (22:30) Relay and firehose (26:00) Work queues (30:00) Scaling physical servers (37:00) How do you handle incidents? (41:00) Where’s Kubernetes? (43:30) How video changes (45:00) Data locality (46:30) Hardware decisions (53:00) What bad decisions? (57:00) Launching video (1:00:00) What’s next? About Jaz Jaz is a software engineer who learned from on-the-job experience. They have a background with hardware which makes them better with software. If they’re not drinking Monster they’re building a single purpose database, or maybe they’re doing both. Jaz went from building with AT protocol to building AT protocol in a matter of months. They also have an impressive collection of plushies and power tools. Sponsor the FAFO Podcast! http://fafo.fm/sponsor…

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Making Smart Infrastructure Decisions with Lauren Long 45:28

12 weeks ago45:28

45:28

Today we find out how building a product at Big Tech can be very different than a startup. Lauren Long has done both. Building parts of Firebase and eventually taking the things she learned to build Ampersand. We discuss what Ampersand is and go into detail about what the back end looks like. We even drop some hot takes about serverless and Kubernetes. We think you’ll love it! Show Highlights (0:00) Intro (1:00) What is Ampersand? (3:00) What is the backend? (4:00) What is Lauren’s background (6:00) How are people using it? (10:00) How is Temporal used? (14:00) How to keep APIs in check (21:00) What did you learn? (24:00) What has broken? (26:00) Why use Kubernetes? (32:00) What have customers done? (38:00) What’s next? About Lauren Long Lauren Long is the CTO and co-founder of Ampersand, an API integration and workflow engine for enterprises to integrate their data with hundreds of applications. Lauren co-founded Ampersand after working at Google on their serverless products and saw a need for a different kind of integration for customers. She’s a developer with a great intuition on how to build reliable and scalable systems. Sponsor the FAFO Podcast! http://fafo.fm/sponsor…

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FAFO Live with Crystal Preston-Watson 53:37

13 weeks ago53:37

53:37

Fork it! We’ll do it live! Well, sort of... In case you missed it last week, we’re running back our FAFO Livestream with Crystal Preston-Watson from this past Friday . Instead of prying into specifics about Crystal’s career, we’re chatting about recent tech news, the dire state of American tech literacy, and WTF WTA stands for! You can expect shows like these on the last Friday of every month, and we hope to see you there! Show Highlights (0:00) Intro (0:36) Tremolo sponsor read (1:56) Welcome to FAFO Live! (3:07) Is the AI Bubble bursting (8:17) The vibes at the TikTok security party (19:01) True Crime and Tech Literacy 101 (31:12) Tremolo sponsor read (34:01) Crystal plays WTA- What’s the Acronym? (50:06) What you can expect from more FAFO Live Shows (51:39) Where you can get some FAFO swag and find more from the show About Crystal Preston-Watson Crystal is an accessibility engineer and analyst. She believes accessibility is a civic and human right, and she is passionate about building accessible and inclusive applications for everyone. Links Referenced “The AI Bubble is Bursting”: https://matduggan.com/the-ai-bubble-is-bursting/ "ex-prosecutor here in Denver": https://arstechnica.com/tech-policy/2025/01/dirty-deeds-in-denver-ex-prosecutor-faked-texts-destroyed-devices-to-frame-colleague/ Bad licenses repo: https://github.com/ErikMcClure/bad-licenses FAFOFM merch store: http://fafo.fm/store Sponsor Tremolo: http://fafo.fm/tremolo Sponsor the FAFO Podcast! http://fafo.fm/sponsor…

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Making Tech More Accessible with Crystal Preston-Watson 1:03:08

14 weeks ago1:03:08

1:03:08

If technology serves everybody, then everyone deserves access to a seat at the table. No one better embodies this sentiment than Crystal Preston-Watson. She’s a Senior Digital Accessibility Analyst with Salesforce, and she brings an unrivaled passion for making tech available for anyone to use. On this episode of FAFO, we’re unpacking why her mission is so vital, and the previous career that made Crystal realize the disabled community needs a voice to advocate for them. Crystal goes into why it’s okay to turn personal struggles into triumphs for others, ARIA as a vital resource, and the issues with pushing GenAI tools onto accessibility tools. You’ll also get to hear why Autumn loves Crystal’s presence on the internet, but especially Crystal’s blog (which is a great read if you love serious topics sprinkled with a good laugh). Show Highlights (0:00) Intro (0:29) Tremolo sponsor read (1:51) Introducing Crystal through the power of numeronym (5:43) Crystal's journey to accessibility and software (10:01) How Crystal’s background in tech led her directly to tech (15:30) Using additional tools to help solve problems (18:31) The power of lifting other people up through your own personal struggles (21:53) The importance of the right to repair and accessibility in the disability community (27:58) Rapid evolutions in accessibility, vulnerability, and security (33:57) Tremolo sponsor read (34:55) Changes Crystal has seen in accessibility (39:04) Why ARIA is important to accessibility (43:17) Can open source provide a voice for accessibility advocates? (45:52) Audio accessibility tools and their many functions (48:22) Who's better for accessibility: Apple or Android? (51:42) GenAI's impact (or lack thereof) on accessibility (57:33) Why Autumn loves Crystal's social media presence (59:50) Where you can find more from Crystal (1:01:04) Crystal's advice for making security more accessible About Crystal Preston-Watson Crystal is an accessibility engineer and analyst. She believes accessibility is a civic and human right, and she is passionate about building accessible and inclusive applications for everyone. Links Referenced Crystal’s Bluesky: https://bsky.app/profile/scopicengineer.bsky.social Crystal’s website: https://crystalprestonwatson.com/ Crystal’s blog: https://a11ysavvy.com/ Sponsor Tremolo: http://fafo.fm/tremolo Sponsor the FAFO Podcast! http://fafo.fm/sponsor…

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Making the World a More Secure Place with Yasmin Abdi 48:31

15 weeks ago48:31

48:31

Data and security breaches are a dime a dozen nowadays, and despite their frequency, they’re still just as dangerous. That’s where Yasmin Abdi, the CEO of noHack, comes in. Despite her relatively short career, she’s already worked for some of the giants of the tech industry like Google and Snapchat. Along with Justin and Autumn, Yasmin breaks down real-world security challenges and solutions, a firsthand view into managing role-based access, phishing simulations for employee training, and the delicate balance between security and usability. Show Highlights (0:00) Intro (0:32) Tremolo sponsor read (2:04) How Yasmin built noHack (3:15) Breaking down Yasmin's impressive resume (4:17) What sparked Yasmin's interest in security? (7:54) Yasmin's biggest challenge since starting noHack (11:05) How Zero Trust has evolved over the past decade (12:34) Balancing usability and security (15:43) The problems with role-based access and how Yasmin's work addresses it (19:31) Phishing schemes and AI's role in the future of security (23:14) Tremolo sponsor read (24:13) Yasmin's efforts to educate organizations on the dangers of phishing and poor security (29:31) "Security theater" and the lack of serious education (34:20) How to get people to take security seriously (39:37) Yasmin's opinions on third-party scanning vendors (43:17) How Yasmin would have handled the CrowdStrike attack (46:52) Where you can find more from Yasmin About Yasmin Abdi Yasmin Abdi is the CEO and Founder of noHack, a cybersecurity company focused on delivering high-impact solutions for public and private (startups, & SMB) clients. Yasmin’s expertise spans enterprise security, secure software development, vulnerability and risk management, threat detection and intelligence, security assurance and education, and privacy best practices. Yasmin has also shared her knowledge at major industry platforms (featured on Forbes, Cisco, Voice of America) and has established herself as a leading voice in the cybersecurity space. Before launching noHack, Yasmin led global security and privacy initiatives at tech giants like Google, Meta, and Snap. With over seven years of experience, she played a pivotal role as a founding member of Meemo, an AI-powered social finance app later acquired by Coinbase for $95M. Links Referenced Yasmin’s LinkedIn: https://www.linkedin.com/in/yasminyabdi/ Yasmin’s Instagram: https://www.instagram.com/yazabdi/?hl=en Sponsor Tremolo: http://fafo.fm/tremolo Sponsor the FAFO Podcast! http://fafo.fm/sponsor…

Fork Around And Find Out

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An Oral History of the Kubernetes Revolution with Brian Grant 1:04:18

16 weeks ago1:04:18

1:04:18

Kubernetes isn’t just a platform—it’s a revolution. On this episode of Fork Around and Find Out , Justin and Autumn sit down with Kubernetes co-creator Brian Grant to explore the origins of this game-changing technology. From Google’s internal tooling to the cloud-native juggernaut it is today, Brian takes us behind the scenes of Kubernetes’ evolution, including its roots in Borg and the creation of CNCF. Brian also opens up about his fascinating career, from debugging GPUs at PeakStream to improving Google’s threading systems. Along the way, he shares his candid thoughts on Terraform, GitOps, and the future of infrastructure management. We’re talking insider stories, tech critiques, and the cyclical nature of trends like AI—all packed into one unmissable episode. Brian is a visionary who’s shaped the cloud-native ecosystem as we know it. We can’t wait for you to hear his story and insights! Show Highlights (0:00) Intro (0:31) Tremolo Security sponsor read (2:42) Brian’s background (6:20) What it’s like working on something great but it not being the right time (9:17) How Brian’s work from the 2000s is still important today (11:16) Why Brian said ‘yes’ to Google after previously turning them down (12:59) The history of the FDIV bug (16:49) What Brian was doing when his old company was bought by Google (20:51) How Brian’s education helped him get started down this path (23:47) Brian’s jump from Borg to Kubernetes (32:27) The effect Kubernetes has had on the landscape of infrastructure and applications (35:48) Tremolo Security sponsor read (36:47) Times Brian has been frustrated at how people use Kubernetes (41:05) The patterns Brian notices thanks to his years in the tech industry (48:04) What Brian expects to see next as manual actions to make providers work to make a comeback (54:58) Reflecting on Brian’s serendipitous journey through the tech world (1:02:18) Where you can find more from Brian About Brian Grant Brian Grant is the CTO and co-founder of ConfigHub, pioneering a new approach to provisioning, deploying, and operating cloud applications and infrastructure. As the original lead architect of Kubernetes, Brian created its declarative configuration model (KRM) and tools like kubectl apply and kustomize. With over 30 years in high-performance and distributed computing, he’s held pivotal roles, including tech lead for Google’s Borg platform and founder of the Omega R&D project. A Kubernetes Steering Committee and CNCF Technical Oversight Committee member, Brian also boasts 15+ patents and a Ph.D. in Computer Science, shaping the future of cloud and computing innovation. Links Referenced LinkedIn: https://www.linkedin.com/in/bgrant0607/ Twitter: https://x.com/bgrant0607 BlueSky: https://bsky.app/profile/bgrant0607.bsky.social Medium: https://medium.com/@bgrant0607 Hachyderm: https://hachyderm.io/@bgrant0607 Sponsor Tremolo: http://fafo.fm/tremolo Sponsor the FAFO Podcast! http://fafo.fm/sponsor…

Fork Around And Find Out

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Remaining Authentic in Retirement with Kelsey Hightower 1:31:45

17 weeks ago1:31:45

1:31:45

Retirement is about the journey, not the destination. For Kelsey Hightower, it’s been an epic journey. On our debut episode of the Fork Around and Find Out Podcast (and much to Autumn’s elation), Kelsey joins us to run down his illustrious career that spans a quarter of a century. Known for authenticity, Kelsey was on the frontlines of Kubernetes advocacy in the tool’s humble beginnings. Because of his time at Google, we get the inside scoop on why the company seems to enjoy killing off some of its most popular products. You’ll also hear his thoughts on why curiosity is essential to tech and why the industry needs to embrace problem solvers. We also get into the absurd state of the world, the moments that caused Kelsey to finally quit Twitter, and why he’s happy to embrace Bluesky. Kelsey is not just someone who cares. He’s a genuine human being who’s invested in the future of the industry. We can’t wait for you to check out this conversation, because we know you’ll love it! Show Highlights (0:00) Intro (0:37) Tremolo sponsor read (1:56) Introducing Kelsey Hightower (3:04) Reflecting on how Kelsey's 25-year tech journey shaped what he's been up to recently (9:15) Why you shouldn't be surprised when someone like Google kills off a product (14:46) How Kelsey built up his trust in the tech community through his honesty (16:31) Having the financial privilege to be able to say "no" (22:57) Is the churn and burn nature of the tech industry going to hurt innovation (29:19) Advising NFL stars Larry Fitzgerald and Kelvin Beachum on their tech investments (38:28) Figuring out how to make tech more sustainable by treating it like a relay race (42:36) Autumn’s appreciation for the Kubernetes community (44:16) How you can help sponsor the FAFO Podcast (45:17) Kelsey’s theory around the strong Kubernetes community (47:26) The future of the relationship between corporations and open-source (51:33) Kelsey's adventures in circuitry, doing electrical work on his home, and why that kind of curiosity is vital to learning new skills in tech (59:11) Is tech starting to abandon problem solvers? (1:03:41) Creating solutions for problems that don't exist (1:08:49) The absurd state of the world, social media, and how Kelsey helped lead the tech migration to Bluesky (1:19:40) The power and the positive impact you can have with a large online presence (1:30:29) Where you can find more from Kelsey About Kelsey Hightower Kelsey Hightower has worn every hat possible throughout his career in tech, and enjoys leadership roles focused on making things happen and shipping software. Kelsey is a strong open source advocate focused on building simple tools that make people smile. When he is not slinging Go code, you can catch him giving technical workshops covering everything from programming to system administration. Links Referenced Kelsey’s Github: https://github.com/kelseyhightower Kelsey’s Bluesky: https://bsky.app/profile/kelseyhightower.com Sponsor Tremolo: http://fafo.fm/tremolo Sponsor the FAFO Podcast! http://fafo.fm/sponsor…

Fork Around And Find Out

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Welcome to Fork Around and Find Out! 0:57

20 weeks ago0:57