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Today we're going to talk about computer tune ups. And no, don't worry, I'm not any kind of techie and I'm not trying to make you one either. But there's lots of things you can do to keep yourself from having to hire techies, because you let your computer just get out of whack on you with simple things you could have done to keep it tuned up. Launch Team - https://www.ScrewTheCommute.com/launchteam Please watch this short trailer to the end and leave a comment - https://www.facebook.com/AmericanEntrepreneurFilm/videos/558575401181955 AI Hacks - https://www.ScrewTheCommute.com/aihacks How to Make your Mac Faster - https://www.youtube.com/watch?v=afod30w7-OE Screw The Commute Podcast Show Notes Episode 1125 How To Automate Your Business - https://screwthecommute.com/automatefree/ Internet Marketing Training Center - https://imtcva.org/ Higher Education Webinar – https://screwthecommute.com/webinars See Tom's Stuff – https://linktr.ee/antionandassociates 00:23 Tom's introduction to Computer Tuneup 02:04 Restart your computer, hard drive space, switch to SSD drive 04:46 Uninstall "bloatware", clear out junk files 08:12 Clean and dust your computer, increase your memory 11:40 System preferences and logged in items Entrepreneurial Resources Mentioned in This Podcast Higher Education Webinar - https://screwthecommute.com/webinars Screw The Commute - https://screwthecommute.com/ Screw The Commute Podcast App - https://screwthecommute.com/app/ Screw The Commute Podcast Producer - https://screwthecommute.com/larryguerrera/ College Ripoff Quiz - https://imtcva.org/quiz Know a young person for our Youth Episode Series? Send an email to Tom! - orders@antion.com Have a Roku box? Find Tom's Public Speaking Channel there! - https://channelstore.roku.com/details/267358/the-public-speaking-channel How To Automate Your Business - https://screwthecommute.com/automatefree/ Internet Marketing Retreat and Joint Venture Program - https://greatinternetmarketingtraining.com/ This is the shopping cart system Tom uses! Kartra - https://screwthecommute.com/kartra/ Copywriting901 - https://copywriting901.com/ Become a Great Podcast Guest - https://screwthecommute.com/greatpodcastguest Training - https://screwthecommute.com/training Disabilities Page - https://imtcva.org/disabilities/ Tom's Patreon Page - https://screwthecommute.com/patreon/ Tom on TikTok - https://tiktok.com/@digitalmultimillionaire/ Email Tom: Tom@ScrewTheCommute.com Internet Marketing Training Center - https://imtcva.org/ Related Episodes Bluetooth Survival Guide - https://screwthecommute.com/1124/ More Entrepreneurial Resources for Home Based Business, Lifestyle Business, Passive Income, Professional Speaking and Online Business I discovered a great new headline / subject line / subheading generator that will actually analyze which headlines and subject lines are best for your market. I negotiated a deal with the developer of this revolutionary and inexpensive software. Oh, and it's good on Mac and PC. Go here: http://jvz1.com/c/41743/183906 The Wordpress Ecourse. Learn how to Make World Class Websites for $20 or less. https://screwthecommute.com/wordpressecourse/
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What happens when you have to shoot a high-stakes, multi-camera video podcast inside a moving vehicle, but your setup window is just a hard two hours?In this episode of The Production Geeks, Mike Sorrentino and Dave Shaw pull back the curtain on the chaotic engineering and logistics behind a recent project wrapped for a major automotive sponsor. When vehicle delivery was delayed on shoot day, the team had to reverse-engineer a complex production workflow on the fly to get everything rigged, power-mapped, and tested before the talent arrived.Mike and Dave break down the exact "prosumer" gear and workflows used to solve this high-pressure bottleneck, including:Windshield Multi-Cam: Using the Blackmagic Cam App on iPhones to capture clean 4K ProRes files directly to external SSDs.The Backseat Brain: Utilizing an ATEM Mini Extreme ISO in the moving backseat to manage synchronized backup streams (and how they handled phone overheating from the midday sun).Mobile Video Village: Clamping a Hollyland Cosmo wireless transmitter to a roof rack to push a real-time multi-view feed up to 1,000 feet away to a chase truck, allowing the client and agency to monitor audio and video live.Exterior Tracking Shots: A review of the Tilta Hydra Alien Mini electronic suction cup mount paired with the DJI Osmo Pocket 3 for smooth 60 MPH shots.Hidden Audio: How our audio tech battled intense road noise using DPA mini-shotgun mics on the sun visors alongside hidden lavaliers.Production isn't about everything going perfectly; it's about having the right contingencies and the right tools to pivot when it counts.We want to troubleshoot your project on a future episode! Connect with us to pitch your production bottlenecks or share your thoughts.Email Us: info@sorrentinomedia.comOur Studios: sorrentinomedia.com | madisonavelive.comBe sure to rate, review, and subscribe on your favorite podcast platform!
Your AI plan can't outrun your data. Adam Marko, life science field CTO at Hammerspace, joins the podcast to unpack the problem almost every biotech, pharma, and biomedical research group runs into: unstructured data that are siloed, fragmented, and scattered across storage systems, sites, and clouds. With host Jessica StLouis, they talk through what “data orchestration” means when building an AI-ready data foundation, infrastructure constraints and the tiered storage patterns that help teams keep AI and HPC workloads moving, and why life sciences are in a uniquely tough spot. Plus, Marko shares a preview of his presentation at Bio-IT World Conference & Expo in Boston. If you care about faster discovery, smoother AI workflows, and fewer manual file moves, subscribe, share this with a colleague, and rate or review so more researchers can find the conversation. Links from this episode: From Data Chaos to Discovery: Building the Data Foundation for AI-Ready Scientific Research Bio-IT World Conference & Expo Bio-IT World BioTeam Hammerspace Bio-IT World's Trends from the Trenches podcast delivers your insider's look at the science, technology, and executive trends driving the life sciences through conversations with industry leaders.
All of this week's episodes of It Could Happen Here put together in one large file. - Fighting Back Against the Surveillance State - Trump’s New Counterterrorism Strategy and the Spectre of Left-Wing Violence - Parasitism with Andrew - The Return of Jim Crow - Executive Disorder: Virginia Redistricting, Renaming the Iran War, TPUSA Event Cancelled by ANTIFA You can now listen to all Cool Zone Media shows, 100% ad-free through the Cooler Zone Media subscription, available exclusively on Apple Podcasts. So, open your Apple Podcasts app, search for “Cooler Zone Media” and subscribe today! http://apple.co/coolerzone Sources/Links: Fighting Back Against the Surveillance State https://www.eff.org/deeplinks/2025/03/meet-rayhunter-new-open-source-tool-eff-detect-cellular-spying https://www.supremecourt.gov/opinions/17pdf/16-402_h315.pdf https://citizenlab.ca/research/analysis-of-penlinks-ad-based-geolocation-surveillance-tech/ https://colonelpanic.tech/ SSD.eff.org Rayhunter.eff.org https://www.open-archive.org/save Trump’s New Counterterrorism Strategy and the Spectre of Left-Wing Violence https://www.whitehouse.gov/wp-content/uploads/2026/05/2026-USCT-Strategy-1.pdf https://trumpwhitehouse.archives.gov/wp-content/uploads/2018/10/NSCT.pdf https://icct.nl/sites/default/files/import/publication/NSC-1v2.pdf https://web.archive.org/web/20210615130908/https://www.whitehouse.gov/wp-content/uploads/2021/06/National-Strategy-for-Countering-Domestic-Terrorism.pdf https://www.fbi.gov/news/speeches-and-testimony/confronting-white-supremacy-examining-the-biden-administrations-counterterrorism-strategy-langan-092921 https://web.archive.org/web/20210615101231/https://www.whitehouse.gov/briefing-room/statements-releases/2021/06/15/fact-sheet-national-strategy-for-countering-domestic-terrorism/ https://www.gao.gov/blog/rising-threat-domestic-terrorism-u.s.-and-federal-efforts-combat-it https://uncoverdc.com/2023/02/08/the-fbi-doubles-down-on-christians-and-white-supremacy-in-2023/ https://angelusnews.com/news/nation/fbi-memo-investigation-update/ https://defendinged.org/press-releases/full-nsba-letter-to-biden-administration-and-department-of-justice-memo/ https://judiciary.house.gov/media/press-releases/us-house-judiciary-republicans-doj-labeled-dozens-of-parents-as-terrorist https://www.justice.gov/archives/ag/file/1170061-0/dl?inline= https://www.fbi.gov/investigate/terrorism Parasitism with Andrew Progress by Samuel Miller McDonald Worshiping Power by Peter Gelderloos The Return of Jim Crow https://www.naacpldf.org/case-issue/louisiana-v-callais/ https://constitution.congress.gov/browse/article-1/section-4/ https://www.scotusblog.com/2026/05/court-gives-immediate-effect-to-voting-rights-act-decision/ https://www.scotusblog.com/2026/04/after-major-voting-rights-ruling-parties-dispute-whether-the-court-should-finalize-decision-imme/ https://www.scotusblog.com/2026/05/court-clears-way-for-alabama-to-use-congressional-map-blocked-by-lower-court-as-racially-discrim/ https://thehill.com/opinion/judiciary/supreme-court/5872963-supreme-court-voting-rights/ https://www.ms.now/opinion/supreme-court-louisiana-callais-black-vote-warning https://www.democracynow.org/2026/5/12/voting_rights_scotus https://slate.com/news-and-politics/2026/05/supreme-court-alabama-voting-sotomayor-dissent-alito.html Executive Disorder: Virginia Redistricting, Renaming the Iran War, TPUSA Event Cancelled by ANTIFA https://www.who.int/emergencies/disease-outbreak-news/item/2026-DON600 https://www.bbc.com/news/articles/cvgzv77ldpdo https://www.calbee.co.jp/en/news/pdf/174-29160.pdf https://www.supremecourt.gov/orders/courtorders/051126zr_apl1.pdf https://x.com/joekent16jan19/status/2052477681036583183?s=20 https://x.com/pastormarkburns/status/2052227145921892710?s=20 ttps://www.newsguardrealitycheck.com/p/30-percent-of-americans-think-at-least-one-trump-assassination-attempt-was-staged https://x.com/i/status/2053865929633661046 https://x.com/diyarkurda/status/2054268681362804860?s=20 https://www.jpost.com/international/article-895828 https://x.com/mb_ghalibaf https://x.com/Reuters/status/2053897929174188187?s=20 https://www.cbsnews.com/news/pakistan-iran-military-aircraft-on-its-airfields-us-mediator-role/ https://www.c6f.navy.mil/Press-Room/News/Article/4482914/a-us-navy-ballistic-missile-submarine-arrived-in-gibraltar-may-10-2026/ https://www.them.us/story/uw-students-protest-turning-point-usa-after-trans-student-homicide https://x.com/MrAndyNgo/status/2054289485303525720 https://x.com/ChloeCole/status/2054365092054286605?s=20 https://www.vacourts.gov/static/opinions/opnscvwp/1260127.pdf https://www.supremecourt.gov/DocketPDF/25/25A1240/408563/20260511151941216_25A%20Application%20for%20Stay.pdf https://www.cnn.com/2026/05/11/politics/virginia-redistricting-us-supreme-court https://newrepublic.com/article/210250/trump-virginia-dems-redistricting-warSee omnystudio.com/listener for privacy information.
If you purchased an iPhone between June 2024 and March 2025, you could receive a payment from the $250 million settlement over Apple's intelligence features on iPhones! Apple could be using Intel chips again in future Apple products. More Mac mini and Mac Studio models are no longer available on the Apple Store. And Apple is now requiring verification for education discounts. US Supreme Court declines to pause order holding Apple in contempt in Epic Games lawsuit. iPhone users could get up to $95 per device as Apple reaches $250M settlement over Siri delays Apple reportedly has a deal to use Intel-made chips again. Intel's stock jumped 13% today over Apple chip manufacturing report Additional Mac mini and Mac Studio models cut from the Apple Store website as AI data centers strain available RAM, SSD supplies Apple requires verification for education discounts, ENDS discounts for k-12 unless you're homeschooled. Tim Cook among CEOs confirmed for President Trump's China trip. More refunds possible for Apple as Trump's 10% global tariffs found illegal too. Apple releases tvOS 26.5, HomePod 26.5, and visionOS 26.5. Apple to make design changes in macOS 27 to address Tahoe quirks. Here's how I finally got Google's uninvited 4GB AI model off my Mac. macOS 27 threatens to bury Time Capsule, FOSS brings a shovel. Apple kicks off new run of A18 Pro chips as MacBook Neo demand exceeds expectations. Not dead yet: Apple Vision still has a future. visionOS 27 will bring these new Vision Pro upgrades. The $1 Steve Jobs coin. Google denies copying Apple's Liquid Glass design for Android. You can purchase Apple's Mac Pro wheels kit for $699. Picks of the Week Leo's Pick: whatcable Christina's Pick: Obsidian's Plugin Site Andy's Pick: Snapseed Photo Editor Jason's Picks: Indigo & Gnome Hosts: Leo Laporte, Andy Ihnatko, Jason Snell, and Christina Warren Download or subscribe to MacBreak Weekly at https://twit.tv/shows/macbreak-weekly. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: zocdoc.com/macbreak scribe.how/macbreak
If you purchased an iPhone between June 2024 and March 2025, you could receive a payment from the $250 million settlement over Apple's intelligence features on iPhones! Apple could be using Intel chips again in future Apple products. More Mac mini and Mac Studio models are no longer available on the Apple Store. And Apple is now requiring verification for education discounts. US Supreme Court declines to pause order holding Apple in contempt in Epic Games lawsuit. iPhone users could get up to $95 per device as Apple reaches $250M settlement over Siri delays Apple reportedly has a deal to use Intel-made chips again. Intel's stock jumped 13% today over Apple chip manufacturing report Additional Mac mini and Mac Studio models cut from the Apple Store website as AI data centers strain available RAM, SSD supplies Apple requires verification for education discounts, ENDS discounts for k-12 unless you're homeschooled. Tim Cook among CEOs confirmed for President Trump's China trip. More refunds possible for Apple as Trump's 10% global tariffs found illegal too. Apple releases tvOS 26.5, HomePod 26.5, and visionOS 26.5. Apple to make design changes in macOS 27 to address Tahoe quirks. Here's how I finally got Google's uninvited 4GB AI model off my Mac. macOS 27 threatens to bury Time Capsule, FOSS brings a shovel. Apple kicks off new run of A18 Pro chips as MacBook Neo demand exceeds expectations. Not dead yet: Apple Vision still has a future. visionOS 27 will bring these new Vision Pro upgrades. The $1 Steve Jobs coin. Google denies copying Apple's Liquid Glass design for Android. You can purchase Apple's Mac Pro wheels kit for $699. Picks of the Week Leo's Pick: whatcable Christina's Pick: Obsidian's Plugin Site Andy's Pick: Snapseed Photo Editor Jason's Picks: Indigo & Gnome Hosts: Leo Laporte, Andy Ihnatko, Jason Snell, and Christina Warren Download or subscribe to MacBreak Weekly at https://twit.tv/shows/macbreak-weekly. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: zocdoc.com/macbreak scribe.how/macbreak
If you purchased an iPhone between June 2024 and March 2025, you could receive a payment from the $250 million settlement over Apple's intelligence features on iPhones! Apple could be using Intel chips again in future Apple products. More Mac mini and Mac Studio models are no longer available on the Apple Store. And Apple is now requiring verification for education discounts. US Supreme Court declines to pause order holding Apple in contempt in Epic Games lawsuit. iPhone users could get up to $95 per device as Apple reaches $250M settlement over Siri delays Apple reportedly has a deal to use Intel-made chips again. Intel's stock jumped 13% today over Apple chip manufacturing report Additional Mac mini and Mac Studio models cut from the Apple Store website as AI data centers strain available RAM, SSD supplies Apple requires verification for education discounts, ENDS discounts for k-12 unless you're homeschooled. Tim Cook among CEOs confirmed for President Trump's China trip. More refunds possible for Apple as Trump's 10% global tariffs found illegal too. Apple releases tvOS 26.5, HomePod 26.5, and visionOS 26.5. Apple to make design changes in macOS 27 to address Tahoe quirks. Here's how I finally got Google's uninvited 4GB AI model off my Mac. macOS 27 threatens to bury Time Capsule, FOSS brings a shovel. Apple kicks off new run of A18 Pro chips as MacBook Neo demand exceeds expectations. Not dead yet: Apple Vision still has a future. visionOS 27 will bring these new Vision Pro upgrades. The $1 Steve Jobs coin. Google denies copying Apple's Liquid Glass design for Android. You can purchase Apple's Mac Pro wheels kit for $699. Picks of the Week Leo's Pick: whatcable Christina's Pick: Obsidian's Plugin Site Andy's Pick: Snapseed Photo Editor Jason's Picks: Indigo & Gnome Hosts: Leo Laporte, Andy Ihnatko, Jason Snell, and Christina Warren Download or subscribe to MacBreak Weekly at https://twit.tv/shows/macbreak-weekly. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: zocdoc.com/macbreak scribe.how/macbreak
If you purchased an iPhone between June 2024 and March 2025, you could receive a payment from the $250 million settlement over Apple's intelligence features on iPhones! Apple could be using Intel chips again in future Apple products. More Mac mini and Mac Studio models are no longer available on the Apple Store. And Apple is now requiring verification for education discounts. US Supreme Court declines to pause order holding Apple in contempt in Epic Games lawsuit. iPhone users could get up to $95 per device as Apple reaches $250M settlement over Siri delays Apple reportedly has a deal to use Intel-made chips again. Intel's stock jumped 13% today over Apple chip manufacturing report Additional Mac mini and Mac Studio models cut from the Apple Store website as AI data centers strain available RAM, SSD supplies Apple requires verification for education discounts, ENDS discounts for k-12 unless you're homeschooled. Tim Cook among CEOs confirmed for President Trump's China trip. More refunds possible for Apple as Trump's 10% global tariffs found illegal too. Apple releases tvOS 26.5, HomePod 26.5, and visionOS 26.5. Apple to make design changes in macOS 27 to address Tahoe quirks. Here's how I finally got Google's uninvited 4GB AI model off my Mac. macOS 27 threatens to bury Time Capsule, FOSS brings a shovel. Apple kicks off new run of A18 Pro chips as MacBook Neo demand exceeds expectations. Not dead yet: Apple Vision still has a future. visionOS 27 will bring these new Vision Pro upgrades. The $1 Steve Jobs coin. Google denies copying Apple's Liquid Glass design for Android. You can purchase Apple's Mac Pro wheels kit for $699. Picks of the Week Leo's Pick: whatcable Christina's Pick: Obsidian's Plugin Site Andy's Pick: Snapseed Photo Editor Jason's Picks: Indigo & Gnome Hosts: Leo Laporte, Andy Ihnatko, Jason Snell, and Christina Warren Download or subscribe to MacBreak Weekly at https://twit.tv/shows/macbreak-weekly. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: zocdoc.com/macbreak scribe.how/macbreak
If you purchased an iPhone between June 2024 and March 2025, you could receive a payment from the $250 million settlement over Apple's intelligence features on iPhones! Apple could be using Intel chips again in future Apple products. More Mac mini and Mac Studio models are no longer available on the Apple Store. And Apple is now requiring verification for education discounts. US Supreme Court declines to pause order holding Apple in contempt in Epic Games lawsuit. iPhone users could get up to $95 per device as Apple reaches $250M settlement over Siri delays Apple reportedly has a deal to use Intel-made chips again. Intel's stock jumped 13% today over Apple chip manufacturing report Additional Mac mini and Mac Studio models cut from the Apple Store website as AI data centers strain available RAM, SSD supplies Apple requires verification for education discounts, ENDS discounts for k-12 unless you're homeschooled. Tim Cook among CEOs confirmed for President Trump's China trip. More refunds possible for Apple as Trump's 10% global tariffs found illegal too. Apple releases tvOS 26.5, HomePod 26.5, and visionOS 26.5. Apple to make design changes in macOS 27 to address Tahoe quirks. Here's how I finally got Google's uninvited 4GB AI model off my Mac. macOS 27 threatens to bury Time Capsule, FOSS brings a shovel. Apple kicks off new run of A18 Pro chips as MacBook Neo demand exceeds expectations. Not dead yet: Apple Vision still has a future. visionOS 27 will bring these new Vision Pro upgrades. The $1 Steve Jobs coin. Google denies copying Apple's Liquid Glass design for Android. You can purchase Apple's Mac Pro wheels kit for $699. Picks of the Week Leo's Pick: whatcable Christina's Pick: Obsidian's Plugin Site Andy's Pick: Snapseed Photo Editor Jason's Picks: Indigo & Gnome Hosts: Leo Laporte, Andy Ihnatko, Jason Snell, and Christina Warren Download or subscribe to MacBreak Weekly at https://twit.tv/shows/macbreak-weekly. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: zocdoc.com/macbreak scribe.how/macbreak
If you purchased an iPhone between June 2024 and March 2025, you could receive a payment from the $250 million settlement over Apple's intelligence features on iPhones! Apple could be using Intel chips again in future Apple products. More Mac mini and Mac Studio models are no longer available on the Apple Store. And Apple is now requiring verification for education discounts. US Supreme Court declines to pause order holding Apple in contempt in Epic Games lawsuit. iPhone users could get up to $95 per device as Apple reaches $250M settlement over Siri delays Apple reportedly has a deal to use Intel-made chips again. Intel's stock jumped 13% today over Apple chip manufacturing report Additional Mac mini and Mac Studio models cut from the Apple Store website as AI data centers strain available RAM, SSD supplies Apple requires verification for education discounts, ENDS discounts for k-12 unless you're homeschooled. Tim Cook among CEOs confirmed for President Trump's China trip. More refunds possible for Apple as Trump's 10% global tariffs found illegal too. Apple releases tvOS 26.5, HomePod 26.5, and visionOS 26.5. Apple to make design changes in macOS 27 to address Tahoe quirks. Here's how I finally got Google's uninvited 4GB AI model off my Mac. macOS 27 threatens to bury Time Capsule, FOSS brings a shovel. Apple kicks off new run of A18 Pro chips as MacBook Neo demand exceeds expectations. Not dead yet: Apple Vision still has a future. visionOS 27 will bring these new Vision Pro upgrades. The $1 Steve Jobs coin. Google denies copying Apple's Liquid Glass design for Android. You can purchase Apple's Mac Pro wheels kit for $699. Picks of the Week Leo's Pick: whatcable Christina's Pick: Obsidian's Plugin Site Andy's Pick: Snapseed Photo Editor Jason's Picks: Indigo & Gnome Hosts: Leo Laporte, Andy Ihnatko, Jason Snell, and Christina Warren Download or subscribe to MacBreak Weekly at https://twit.tv/shows/macbreak-weekly. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: zocdoc.com/macbreak scribe.how/macbreak
Episode 298: This week's TechTime episode starts with a cautionary tale: one innocent click on a “totally legit” AI site turns into a malware parade featuring the Beagle backdoor. We break down how a fake Claude page practically begs you to download doom, and why “but it was a Google ad!” is not a legal defense. Then we pivot into the psychology of the OnlyFans boom, where relevance, identity, and questionable career advice collide. Mike the Psychologist weighs in with just enough sass to make you rethink every influencer bio you've ever read.From there, we tackle scam apps people want to believe in, including fake stalking tools with millions of installs—because apparently, common sense is optional. We also cover the Taiwan rail hack, proving once again that outdated radio systems and high‑speed trains are a terrible combo. Add in SSD buying tips that save you from slow‑drive regret, plus a quick Archie Rose single‑malt thumbs‑up. By the end, you'll laugh, you'll learn, and you'll definitely double‑check every download button you see. Tune in to TechTime Radio—where the future is now, the stories matter, and all with a little whiskey on the side.-- Full Episode Details:One bad click can turn “trying a new AI tool” into a full-blown Windows security incident. We walk through a fake Claude AI website that looks real, funnels you into a single download button, and drops a malware chain that ends with the Beagle backdoor. We break down the red flags, what to look for on your PC, and why “it was an ad on Google” is never a safety guarantee.Then we zoom out to the weird intersection of technology and human behavior. We talk about the OnlyFans wave as a modern relevance machine, and why platforms that sell intimacy also reshape identity, privacy, and credibility. From there, we pivot to the upside of AI assistants as a practical Swiss Army knife for daily life, including using prompts to map out a disk cleanup strategy and reduce dependency on random utility apps, while still keeping strict guardrails and verification.Finally, we hit the scams people want to believe, like fake “stalking” apps with millions of installs, and the infrastructure risks we should never tolerate, like high-speed rail systems running on outdated radio security. We cap it with a quick SSD buying tip that can save you from performance disappointment: TLC vs QLC NAND matters more than flashy peak speeds. Add a thumbs-up Archie Rose single malt tasting, and you've got a full hour of breaches, behavior, and better tech choices.Subscribe, share Tech TimeRadio with a friend, and leave a review so more people can find the show.Support the show
Chudák pan Špidla, dalo by se říci. Podle všeho slušný člověk s pravověrným, levicovým smýšlením, někdejší předseda ČSSD i premiér, totiž musel poslední roky dost trpět, když ze Sněmovny vypadlou stranu nenapadlo po dvou letech zkoprnělosti nic lepšího než změnit název. Všechny díly podcastu Názory a argumenty můžete pohodlně poslouchat v mobilní aplikaci mujRozhlas pro Android a iOS nebo na webu mujRozhlas.cz.
El link de la noticia del borrado del agente https://www.eldebate.com/tecnologia/20260505/nueve-segundos-terror-asi-destruyo-ia-toda-informacion-compania-tecnologica_413792.htmlEl link del SSD... https://amzn.to/42Jr1gP
This episode of The Circuit features Jeremy Werner, SVP and GM of Micron's Core Data Center Business Unit, discussing the transformative impact of AI on the memory and storage industry. Werner explains that the industry has shifted from a traditional cyclical model to a period of sustainable growth, driven by the unique demands of AI training and inference. He highlights the emergence of a "memory wall" in inference, where massive amounts of high-speed memory and storage are required to manage expanding context windows and avoid redundant recomputation. The conversation also covers Micron's efforts to innovate across the memory hierarchy—including HBM4 and ultra-high-capacity SSDs—to solve the data center's critical bottlenecks of power and physical space.
Seagate just reported its best free cash flow in a decade. EPS is up 115% year over year. Revenue grew 44%. Management is calling it a structural shift — the idea that nearline hard disk drives have permanently broken out of their long secular decline thanks to AI data center demand.The numbers are real. The demand from hyperscalers is real. The Mozaic 4 platform shipping at 40-plus terabytes per device is real, and the Mozaic 5 roadmap targeting over 50 terabytes in late 2027 is genuinely impressive. When AI inference needs to recall vast quantities of stored data almost instantaneously, nearline HDDs are exactly the right tool, and Seagate is the dominant supplier. The $1.1 trillion in remaining performance obligations that cloud providers have committed to accelerated compute infrastructure means there is a multi-year demand runway here that is not in dispute.What is in dispute is whether calling this a structural shift — rather than a very powerful cyclical upswing driven by a once-in-a-generation CapEx surge — is accurate. Hard disk drive technology is mature. NAND flash and SSDs will continue taking market share over a long enough time horizon. And Seagate, for all its current dominance, is still a price-taker in a commodity memory market. The party is real. The question is how long it lasts and what you do while it's happening.In this excerpt from a Semi Insider live Q&A session, CSI works through every layer of Seagate's Q3 FY2026 results and close with something genuinely useful for investors: a three-part framework for handling a commodity stock that is over-earning in a cycle without knowing exactly when it ends.What we cover:— Seagate Q3 FY2026: $3.1B revenue (+44% YoY), 47% gross margin, EPS +115%— Best free cash flow in a decade: $953M and the operating leverage story— Q4 FY2026 guidance: $3.45B revenue (+41% YoY), EPS of $5 (+123% YoY)— The structural shift thesis: what management is claiming and what history says— Nearline HDD explained: why AI inference changed the demand equation— Mozaic 4 shipping now, Mozaic 5 roadmap to late 2027— Data center revenue: $2.5B of $3.1B total — hyperscaler dependency— The $1.1T cloud RPO and Seagate's multi-year runway— Reverse DCF: 56% EPS growth over three years — what it implies at $687— Three frameworks for handling an over-earning commodity stock— The 2028 risk: debt paydown, shareholder returns, and the inevitable washoutMembers of Semi Insider get the full live session including extended Q&A and the complete research. Join at chipstockinvestor.com
Ostré výroky a provokace Motoristů už začínají vadit i premiérovi Andreji Babišovi, který je vyzval ke změně stylu. Zatím ale bez odezvy, šéf nejmenší vládní strany Petr Macinka o víkendu naopak přitvrdil. Kam situace v koalici povede?Hostem Ptám se já byl poslanec Martin Kolovratník (ANO). Motoristé si podle premiéra Andreje Babiše (ANO) dosud zřejmě neuvědomili, že jsou ve vládních funkcích a neměli by komunikovat tak, jak byli zvyklí dříve. Šéf kabinetu to prohlásil v sobotním diskuzním pořadu na Nově.Babiš konkrétně reagoval zejména na komunikaci vládního zmocněnce pro Green Deal Filipa Turka (Motoristé). Ten v uplynulých dnech opět čelil kritice veřejnosti, tentokrát kvůli výrokům o „parazitech“ a „postupné deratizaci“ na adresu úředníků. Za svá slova se později omluvil. Podle premiéra jsou ale takové výroky nepřípustné a očekává, že Turek pochopí, že takové vystupování vládě škodí. „Vyslal jsem jasný signál a doufejme, že je natolik inteligentní, že to pochopí,“ dodal.Vládní koalice podle Babiše navzdory provokacím Motoristů v mediálním prostoru funguje dobře. Dokonce lépe než ta minulá, kdy hnutí ANO spolupracovalo s bývalou ČSSD.Šéf Motoristů a ministr zahraničí Petr Macinka nicméně hned druhý den v debatě na Primě prohlásil, že nezamýšlí měnit své vystupování, protože se vidí jako autentický člověk. Své kritiky označil za méněcenné. Jak poslancům hnutí ANO líbí chovánní koaličních partnerů z Motoristů? Jak hodnotí změny, které pro veřejnoprávní média chystá ministr kultury Klempíř? A jak vláda ufinancuje plánované dopravní stavby?--Podcast Ptám se já. Rozhovory s lidmi, kteří mají vliv, odpovědnost, informace.Sledujte na Seznam Zprávách, poslouchejte na Podcasty.cz a ve všech podcastových aplikacích.Archiv všech dílů najdete tady. Své postřehy, připomínky nebo tipy nám pište prostřednictvím sociálních sítí pod hashtagem #ptamseja nebo na e-mail: audio@sz.cz.
Stovky lidí protestovaly proti blížícímu se sjezdu sudetských Němců v Brně. Tamní zastupitelé neuspěli s návrhem, aby se Jihomoravský kraj od akce distancoval, naopak primátorka Markéta Vaňková (ODS) ji podpořila. „Nevnímám to jako kulturní akci. Je to politické gesto finančně podpořené bavorskou vládou,“ říká v Pro a proti bývalý hejtman Michal Hašek (dříve ČSSD). „Spolek nezpochybňuje nic z historické minulosti a jasně přiznává vinu,“ namítá Pavel Bělobrádek (KDU-ČSL).Všechny díly podcastu Pro a proti můžete pohodlně poslouchat v mobilní aplikaci mujRozhlas pro Android a iOS nebo na webu mujRozhlas.cz.
Alan Perry is joined by Terry Sirup of Priority 1 Computers to cover the latest in tech, including new scam alerts - fake virus pop-ups, job offer texts, and subscription renewal scams, the first Canadian “SMS blaster” fraud case, Microsoft account security issues, travel tech warnings - Europe's new EES delays and carry-on size changes, rising SSD and RAM prices, telecom updates, and more.
Jon Westfall and I kicked off episode 607 with the news that Tim Cook is stepping down as Apple's CEO to become Chairman, with John Ternus taking the helm this September. We speculated that his leadership might usher in a full "Neo" ecosystem—budget-friendly iPads and iPhones—that could finally bring the cost of a complete Apple setup under $1,500 for students. Jon is already leaning into this student-centric future by using NotebookLM to "chunk" his 75-minute lectures into digestible videos and activities, a strategy that is saving him hours of summer prep. I spent some time on a "mini rant" about the state of budget Android tablets; while you can find great hardware for under $150, these devices almost never receive security or OS updates, effectively making them disposable e-waste. On the infrastructure side, the "router apocalypse" continues as the FCC's ban on foreign-made hardware looms, though Amazon Eero recently secured an exemption through October 2027. To prepare for a post-exemption world, I'm preparing to experiment with OpenWrt on an old travel router. We wrapped up with a look at the startling 2026 price hikes for storage—where a SSD drive that cost $350 last year is now nearly $1,000—and a discussion of encouraging maker culture for young people. We debated whether encouraging preteens to use 3D printers and AI coding tools like Codex is better than traditional hobbies, reflecting on the Heathkits and "dangerous" chemistry sets of my own youth.
Whoops! How did this get missed?! Is 12vHPWR really that bad? Why aren't you mad enough about DDR and SSD pricing?! Nvidia is BUYING ... well it's not HP. All that "Don't track me bro" stuff is for naught, Sony sells you less and you'll buy it, and Linux stops being able to be loaded on just about anything. You cannot wait for the segment on Ethernet cables, I know. All that and more!0:00 Intro0:35 Patreon2:10 Food with Josh3:57 Yes, DDR5 and SSD prices are still insane7:30 NVIDIA is not buying Dell or HP9:40 Also, NVIDIA warranty payments up 1000 percent in 202512:23 NVIDIA N1 engineering board leak14:15 Desktop CPU sales tank for some strange reason17:19 Sorry, you are still being tracked21:24 Sony Bravia TVs losing some OTA functionality23:13 Copper Clad Aluminum27:57 Linux drops 486 support!30:20 MacBook Neo almost sold out34:12 (In)Security Corner44:50 Gaming Quick Hits48:50 Picks of the Week1:02:58 Outro ★ Support this podcast on Patreon ★
This weeks episode is brought to you by ADATA and their SD820 External Solid State Drive: https://thinkcomputers.org/SD820This week on the podcast we talk about our two latest YouTube videos which include a CPU cooler review and a video about the best portable SSDs out there! We also discuss both the RTX 3060 and Ryzen 7 5800X3D coming back, the HUDIMM memory standard, some retro PC cases, and much more!
Send us Fan MailAI didn't just make deepfakes easier. It made targeted sexual abuse scalable. I open with a Wired-reported reality that's hitting schools worldwide: AI tools that can generate fake nude images from ordinary photos, spread through bots and subscription services, and leave students and families dealing with humiliation, harassment, and real trauma. If you're a cybersecurity professional, this is a moment where your skills can protect your community, not just your company.I walk through concrete ways to help: offering free threat briefings to school districts, helping draft acceptable use and AI governance policies, adding mandatory reporting language, and building age-appropriate deepfake awareness training for staff and students. If you're in threat intelligence, you can document and report active infrastructure. If you're in GRC or vendor risk, you can push synthetic media controls and stronger AI governance. I also talk about incident response basics for schools: evidence collection, platform takedowns, and tabletop exercises that prepare teams for a fast-moving crisis.Then we pivot into CISSP exam prep with practical questions tied to today's threats. We break down quantitative risk assessment (ALE, SLE, ARO) and how cost of mitigation drives the right response. We hit GDPR Article 22 and AI transparency, post-quantum cryptography for long-term retention, SSD sanitisation aligned to NIST 800-88 using cryptographic erasure, and zero trust in 5G edge networks using software-defined perimeter controls for least privilege IoT communications.Subscribe for weekly CISSP training, share this with someone who works with schools, and leave a review so more defenders can find it.Gain exclusive access to 360 FREE CISSP Practice Questions at FreeCISSPQuestions.com and have them delivered directly to your inbox! Don't miss this valuable opportunity to strengthen your CISSP exam preparation and boost your chances of certification success. Join now and start your journey toward CISSP mastery today!
Phobias, RAM and SSDs, ChatGPT to CarPlay, Stories from the trenches, Listener email
Hey everyone, welcome to the Alan Smithee Podcast! There's been a lot going on for the gang to discuss. Open AI's shock decision to discontinue Sora just weeks after Disney's multi-billion-dollar investment, Apple's recent acquisition of Motion VFX, the soaring prices and scarcity of SSD drives and much, much more. And as always, there are some really cool things to get excited about! Show NotesApple discontinues the Mac Pro with no plans for future hardware: https://9to5mac.com/2026/03/26/apple-discontinues-the-mac-pro/Apple acquires MotionVFX: https://www.provideocoalition.com/apple-acquires-motionvfx/Resilio was acquired by Nasuni https://www.nasuni.com/nasuni-acquires-resilio/Foundry acquired Griptape https://www.foundry.com/news-and-awards/foundry-acquires-griptape-aiFrom the DOJ: Adobe Agrees to $150 Million Settlement and Injunction to Resolve Alleged Violations of the Restore Online Shoppers' Confidence Act: https://www.provideocoalition.com/from-the-doj-adobe-agrees-to-150-million-settlement-and-injunction-to-resolve-alleged-violations-of-the-restore-online-shoppers-confidence-act/Adobe UK consumer protection enforcement case: https://www.gov.uk/cma-cases/adobe-consumer-protection-enforcement-caseOpenAI shutters short-form video app Sora as company reels in costs: https://www.cnbc.com/amp/2026/03/24/openai-shutters-short-form-video-app-sora-as-company-reels-in-costs.htmlDisney's Sora Disaster Shows AI Will Not Revolutionize Hollywood: https://www.404media.co/disneys-openai-sora-disaster-shows-ai-will-not-save-hollywood/And more: https://www.theverge.com/ai-artificial-intelligence/902368/openai-sora-dead-ai-video-generation-competitionOne Cool Thing:Katie: Multimedia from Wagner to Virtual Reality (Randall Packer and Ken Jordan) https://www.amazon.com/Multimedia-Wagner-Virtual-Reality-Expanded/dp/0393323757https://archive.org/details/multimediafromwa00kenjMichael: https://voicebox.sh/ and https://github.com/nikopueringer/CorridorKeyScott: https://www.careportal.org/
Send us Fan MailWe catch up on travel, gear, and day-to-day life, then zoom out into how rising prices are changing what feels “normal” to buy. From Barcelona expectations to PS5 hikes and PC part shortages, we talk about what still feels worth it and what's getting out of reach. • long-haul flight comfort as the real travel upgrade • Barcelona as a big city reality check • Atlanta airport stress and why layovers matter • buying a local SIM card to avoid daily carrier fees • duty-free finds and bringing back alcohol legally • carry-on packing strategy and crossbody anti-pickpocket setup • starting a garden, replacing furniture, scheduling Network+ • spotting a fake Stanley site and verifying links • gas prices rising and the appeal of EV charging • RAM, SSD, and GPU prices driven by supply and AI demand • PS5 and PS5 Pro price hikes and what it means for gamers • Steam Deck, Steam Machine rumors, and cloud gaming tradeoffs • convention ticket prices climbing and how that changes attendance • learning conversational Spanish before traveling to Colombia make sure to follow us on all of our socials and everything like that. https://www.carolinaotakus.com/
Jensen says it's not AI Slop and you're wrong. Intel has some value in the CPU space again! Plus Big Battlemage did come, but you won't get one, and ARM is now making their own chips! Plus hackers gotta be hacking - cars this time, gamers are moving away from Windows in droves, and Microsoft hates that one trick which makes your SSDs run too fast. All this and so much more!Timestamps:0:00 Intro01:06 Patreon04:00 Core Ultra Plus16:09 Big Battlemage arrives - as a datacenter GPU20:16 Arm makes first data center chip26:36 NVIDIA says DLSS 5 is not AI slop30:45 FCC banning future routers not made in USA36:46 Everything is fine, all web traffic will be bots anyway38:42 Self-driving cars, autonomous robots need 300GB of RAM41:17 Microsoft offers hope to Windows 11 users...52:53 ...though your NVMe speeds can't be too high 54:50 (In)Security Corner1:09:04 Gaming Quick Hits1:15:17 Picks of the Week1:25:19 Outro ★ Support this podcast on Patreon ★
Ep 280 Apple Reduces Chinese App Store Fees Without the EU Drama - TidBITS Family Sharing in iOS 26.4 No Longer Forces Adults to Share a Payment Method Introducing Apple Business — a new all-in-one platform for businesses of all sizes iOS 26.4 is Out! - What's New? “This Is Not The Computer For You” · Sam Henri Gold …It also ran the premiere project with over 2000 clips from a fairly standard external SSD far better than a Windows 11 pc with 32GB of ram, Intel Core Ultra 9 and super fast flash storage. How on earth is this possible. The M5 Max MacBook Pro is faster at GPU Blender renders than a Nvidia 5090 laptop that costs 3x as much as the MacBook Pro. So that's interesting. Apple Studio Display XDR Maloprodajne cene DE ⇥ RS: €1700 ⇥ €2130 €3500 ⇥ €4380 Apple Announces AirPods Max 2 With H2 Chip and More Apple discontinues the Mac Pro with no plans for future hardware - 9to5Mac Apple hosts 50th anniversary celebrations around the world Computer History Museum Panel Celebrates Apple at 50 - TidBITS Apple's oldest dream Apple Developer: WWDC26 How Apple became Apple: The definitive oral history of the company's earliest days Quiche Browser — Beautifully customizable web browser Audio Trimmer: Cut, Trim & Convert Audio Files Free Online TurboQuant: Redefining AI efficiency with extreme compression Johnson–Lindenstrauss lemma TurboQuant in plain English Zahvalnice Snimano 27.3.2026. Uvodna muzika by Vladimir Tošić, stari sajt je ovde. Logotip by Aleksandra Ilić. Artwork epizode by Saša Montiljo, njegov kutak na Devianartu
Back in the podcast booth this week! Enjoy the DLSS takes, noticing that SSD vendors are having a great year, there are some actual good news on Copilot, and fake ram kits are a thing, AMD has CPU refresh rumors, and a Windows "degraded" security state is coming soon!0:00 Intro00:37 Patreon01:41 Food with Josh03:01 DLSS 517:18 Intel Arrow Lake refresh20:36 AMD Ryzen refresh rumor21:31 NVIDIA dGPU market share dominance23:52 GTC in spaaaaace29:03 SSD vendors had an amazing quarter for some reason32:02 Some good news for Copilot 365 victims36:09 Antec and Noctua collaborate on a case37:46 Impress your friends with TWO sticks of DDR539:06 MSI plans more DDR4 motherboards40:33 Podcast sponsor - Zapier42:12 (In)Security Corner55:42 Gaming Quick Hits1:03:32 Picks of the Week1:13:03 Outro ★ Support this podcast on Patreon ★
• La WWDC 2026 se celebrará del 8 al 12 de junio en un formato principalmente online, con un evento presencial especial en Apple Park el primer día. Lo más relevante será la presentación de las nuevas versiones de software (iOS 27, macOS 27, etc.) y una integración mucho más profunda de la inteligencia artificial en todo su ecosistema. El evento es gratuito para desarrolladores y servirá para marcar la hoja de ruta tecnológica de la compañía para el próximo año. --------------------------------------------------------------------------------------- • Apple ha subido drásticamente los precios de sus discos externos debido a la crisis de suministros causada por la inteligencia artificial. La masiva demanda de chips para infraestructuras de IA ha disparado los costes de fabricación de memorias RAM y SSD. Por ejemplo, algunas unidades de 4TB han duplicado su precio, superando los 1,000 $ en tiendas oficiales. Este problema afecta a todo el sector, dificultando también la disponibilidad de stock para los consumidores. Se prevé que esta situación de precios altos y escasez no se solucione a corto plazo. --------------------------------------------------------------------------------------- #Apple #WWDC26 #iOS20 #InteligenciaArtificial #TechNews #AppleIntelligence #iPhone #StorageCrisis #Innovation #FutureTech --------------------------------------------------------------------------------------- //Enlaces: https://amzn.eu/d/04ghr40l https://por4.es/ https://seoxan.es --------------------------------------------------------------------------------------- https://seoxan.es/crear_pedido_hosting Codigo Cupon "APPLE" --------------------------------------------------------------------------------------- PATROCINADO POR SEOXAN Optimización SEO profesional para tu negocio https://seoxan.es https://uptime.urtix.es --------------------------------------------------------------------------------------- PARTICIPA EN DIRECTO Deja tu opinión en los comentarios, haz preguntas y sé parte de la charla más importante sobre el futuro del iPad y del ecosistema Apple. ¡Tu voz cuenta! --------------------------------------------------------------------------------------- ¿TE GUSTÓ EL EPISODIO? ✨ Dale LIKE SUSCRÍBETE y activa la campanita para no perderte nada COMENTA COMPARTE con tus amigos applelianos --------------------------------------------------------------------------------------- SÍGUENOS EN TODAS NUESTRAS PLATAFORMAS: YouTube: https://www.youtube.com/@Applelianos Telegram: https://t.me/+Jm8IE4n3xtI2Zjdk X (Twitter): https://x.com/ApplelianosPod Facebook: https://www.facebook.com/applelianos Apple Podcasts: https://apple.co/39QoPbO ---------------------------------------------------------------------------------------
We've got a blockbuster Episode 802! From legal wars to next-gen hardware leaks, the Infendo crew breaks it all down: ?? Nintendo vs. The USA? Nintendo is reportedly suing over tariffs—we discuss the implications for your wallet. ? Switch 2 "Handheld Boost" Mode: New updates suggest original Switch games will look and run better than ever on the successor. ? Pokémon Pokopia takes over: 2.2 million units in 4 days? We look at the latest phenomenon from The Pokémon Company. ? UI Upgrades: Nintendo adds friend notes and improved gamechat streaming. ? Change the System: – Justin clears Metal Gear Solid, chains Overdrive in Xenoblade X, and shares his massive RayNeo Air 4 Pro / 8Bitdo haul. – Brandon checks out Romeo is a Dead Man and gets nerdy with 3D-printed SSD cases and Retro Pi. – Eugene dives into Overwatch, Imposter Factory, and Resident Evil.
如果你的NAS硬盘恰好坏在2026年的春天,那这可能是一场价值数千元的“事故”。本期节目,我们从朱峰老师那块“坏得不是时候”的10T硬盘聊起,带你直击这场堪比黄金涨势的存储硬件大通胀。为什么短短一周内,同样的移动硬盘价格能翻三倍?为什么连录音间里随处可见的SD卡都成了被“洗劫”的硬通货?这不是一次普通的市场波动,而是一场由AI大基建引发的“结构性抢劫”。当三星、海力士和美光这“御三家”纷纷调转船头,把珍贵的产能塞进AI服务器的HBM内存时,留给普通消费者的只剩下涨价和断货。我们会一起复盘历史上几次著名的内存大震荡,从99年的台湾地震到Note7爆炸引发的“涨价联盟”,看透存储行业的周期宿命。面对摩尔定律失效、硬件变理财产品的荒诞现状,普通人该如何通过云端平替、品牌溢价规避和“冷存储”策略,在这场寒冬里守住自己的数字资产。【
We welcome back Chad Kenney, VP Product Management, to explore the new definition of "Enterprise-ready" in data infrastructure. We discuss how reliability and uptime are more critical than ever, with downtime costs frequently exceeding $300,000 per hour for a majority of companies according to a recent survey. Kenney notes that while hardware fails less often today, the major causes of downtime—namely security issues and human error—still persist, accounting for a large portion of outages. Our discussion pivots to how Everpure addresses this by simplifying architecture to reduce points of failure by using proprietary data devices instead of traditional SSDs. The new standard for enterprise readiness requires a system built on first principles with a software-centric view of resilience. We then explore how a key differentiator for modern enterprise-ready infrastructure is proactive support, which Everpure has always delivered through extensive telemetry and "fingerprints" that predict issues before they cause an outage. Our predictive technology is so effective that 70% to 75% of support calls are for problems that have not yet occurred. Architecturally, simplicity is critical, including the use of stateless controllers, which eliminates complex manual data management during upgrades, and limited error paths. Furthermore, our software-first mentality abstracts complexity, such as automatic management of RAID groups, to deliver autonomous systems. This frees storage administrators to become strategists and simultaneously reduces the potential for human error, enhancing overall system resiliency. We also dive into cyber resiliency, performance, and the future of data management driven by AI. Everpure builds layered cyber protection through capabilities like SafeMode, native encryption, and partner integrations. This approach prioritizes near-instantaneous recovery from local snapshots, which is faster than recovering from backups. Looking forward, Enterprise-ready means a unified platform (the Enterprise Data Cloud) where diverse workloads, including AI inference processing, can run simultaneously with consistency, enabling "data as a supply chain". This vision is achieved through the API-first and Fusion-enabled platform, ensuring that new feature functionality is immediately available for automation, all while maintaining the simplicity and continuous innovation provided by Evergreen. To learn more, visit: https://www.purestorage.com/platform.html Check out the new Pure Storage digital customer community to join the conversation with peers and Pure experts: https://purecommunity.purestorage.com/ 00:00 Intro and Welcome 02:15 Chadd's update on 2026 at Everpure 06:11 Stat of the Episode on Downtime 08:58 Proactive Support 12:32: Component Count Relative to Uptime 17:30: The Meaning Behind 6 9's 23:28 Designing for Cyber Resilience 26:35 Consistent Performance for Tier 1 Apps 29:55 API First and Fusion First
We each spent the week on our own projects, breaking then fixing things. Now we're back to compare progress, and a few lessons learned.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:
In this week's episode of Hands-On Tech, Mikah walks David through how to troubleshoot and set up a dual-boot system with Windows 10 and Windows 11 on separate SSDs. Don't forget to send in your questions for Mikah to answer during the show! hot@twit.tv Host: Mikah Sargent Download or subscribe to Hands-On Tech at https://twit.tv/shows/hands-on-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord. Sponsor: Melissa.com/twit
In this week's episode of Hands-On Tech, Mikah walks David through how to troubleshoot and set up a dual-boot system with Windows 10 and Windows 11 on separate SSDs. Don't forget to send in your questions for Mikah to answer during the show! hot@twit.tv Host: Mikah Sargent Download or subscribe to Hands-On Tech at https://twit.tv/shows/hands-on-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord. Sponsor: Melissa.com/twit
In this week's episode of Hands-On Tech, Mikah walks David through how to troubleshoot and set up a dual-boot system with Windows 10 and Windows 11 on separate SSDs. Don't forget to send in your questions for Mikah to answer during the show! hot@twit.tv Host: Mikah Sargent Download or subscribe to Hands-On Tech at https://twit.tv/shows/hands-on-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord. Sponsor: Melissa.com/twit
In this week's episode of Hands-On Tech, Mikah walks David through how to troubleshoot and set up a dual-boot system with Windows 10 and Windows 11 on separate SSDs. Don't forget to send in your questions for Mikah to answer during the show! hot@twit.tv Host: Mikah Sargent Download or subscribe to Hands-On Tech at https://twit.tv/shows/hands-on-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord. Sponsor: Melissa.com/twit
In this week's episode of Hands-On Tech, Mikah walks David through how to troubleshoot and set up a dual-boot system with Windows 10 and Windows 11 on separate SSDs. Don't forget to send in your questions for Mikah to answer during the show! hot@twit.tv Host: Mikah Sargent Download or subscribe to Hands-On Tech at https://twit.tv/shows/hands-on-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord. Sponsor: Melissa.com/twit
In this week's episode of Hands-On Tech, Mikah walks David through how to troubleshoot and set up a dual-boot system with Windows 10 and Windows 11 on separate SSDs. Don't forget to send in your questions for Mikah to answer during the show! hot@twit.tv Host: Mikah Sargent Download or subscribe to Hands-On Tech at https://twit.tv/shows/hands-on-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord. Sponsor: Melissa.com/twit
En este episodio del iSenaCode Live, analizamos algunas de las noticias tecnológicas más interesantes del momento y lo que significan para el futuro del ecosistema Apple y la inteligencia artificial.Comenzamos hablando de los siete nuevos productos que Apple ha lanzado recientemente y las primeras impresiones que están dejando en la industria. También comentamos el impacto del nuevo MacBook Neo, que según algunos ejecutivos del sector PC está causando auténtico “shock” por su propuesta, aunque también analizamos las críticas sobre la velocidad de su SSD frente a los MacBook Pro.Entramos después en uno de los rumores más intrigantes del momento: el iPhone plegable. Comentamos por qué Apple habría rechazado un diseño tipo concha y las filtraciones que apuntan a un iPhone Fold con multitarea al estilo iPad, algo que podría cambiar completamente la forma en la que usamos el iPhone.También repasamos novedades del ecosistema Sonos, con nuevos altavoces compatibles con AirPlay 2, y debatimos sobre cómo encajan en un setup Apple moderno.En la parte de inteligencia artificial, analizamos varias noticias importantes: el nuevo GPT-5.4 y su avance hacia agentes autónomos, la sorprendente demanda de Anthropic contra el Departamento de Defensa, y las polémicas sobre las gafas de IA de Meta y el tratamiento de datos sensibles.“La mejor forma de predecir el futuro es construirlo.” — Alan Kay
Turbopuffer came out of a reading app.In 2022, Simon was helping his friends at Readwise scale their infra for a highly requested feature: article recommendations and semantic search. Readwise was paying ~$5k/month for their relational database and vector search would cost ~$20k/month making the feature too expensive to ship. In 2023 after mulling over the problem from Readwise, Simon decided he wanted to “build a search engine” which became Turbopuffer.We discuss:• Simon's path: Denmark → Shopify infra for nearly a decade → “angel engineering” across startups like Readwise, Replicate, and Causal → turbopuffer almost accidentally becoming a company • The Readwise origin story: building an early recommendation engine right after the ChatGPT moment, seeing it work, then realizing it would cost ~$30k/month for a company spending ~$5k/month total on infra and getting obsessed with fixing that cost structure • Why turbopuffer is “a search engine for unstructured data”: Simon's belief that models can learn to reason, but can't compress the world's knowledge into a few terabytes of weights, so they need to connect to systems that hold truth in full fidelity • The three ingredients for building a great database company: a new workload, a new storage architecture, and the ability to eventually support every query plan customers will want on their data • The architecture bet behind turbopuffer: going all in on object storage and NVMe, avoiding a traditional consensus layer, and building around the cloud primitives that only became possible in the last few years • Why Simon hated operating Elasticsearch at Shopify: years of painful on-call experience shaped his obsession with simplicity, performance, and eliminating state spread across multiple systems • The Cursor story: launching turbopuffer as a scrappy side project, getting an email from Cursor the next day, flying out after a 4am call, and helping cut Cursor's costs by 95% while fixing their per-user economics • The Notion story: buying dark fiber, tuning TCP windows, and eating cross-cloud costs because Simon refused to compromise on architecture just to close a deal faster • Why AI changes the build-vs-buy equation: it's less about whether a company can build search infra internally, and more about whether they have time especially if an external team can feel like an extension of their own • Why RAG isn't dead: coding companies still rely heavily on search, and Simon sees hybrid retrieval semantic, text, regex, SQL-style patterns becoming more important, not less • How agentic workloads are changing search: the old pattern was one retrieval call up front; the new pattern is one agent firing many parallel queries at once, turning search into a highly concurrent tool call • Why turbopuffer is reducing query pricing: agentic systems are dramatically increasing query volume, and Simon expects retrieval infra to adapt to huge bursts of concurrent search rather than a small number of carefully chosen calls • The philosophy of “playing with open cards”: Simon's habit of being radically honest with investors, including telling Lachy Groom he'd return the money if turbopuffer didn't hit PMF by year-end • The “P99 engineer”: Simon's framework for building a talent-dense company, rejecting by default unless someone on the team feels strongly enough to fight for the candidate —Simon Hørup Eskildsen• LinkedIn: https://www.linkedin.com/in/sirupsen• X: https://x.com/Sirupsen• https://sirupsen.com/aboutturbopuffer• https://turbopuffer.com/Full Video PodTimestamps00:00:00 The PMF promise to Lachy Groom00:00:25 Intro and Simon's background00:02:19 What turbopuffer actually is00:06:26 Shopify, Elasticsearch, and the pain behind the company00:10:07 The Readwise experiment that sparked turbopuffer00:12:00 The insight Simon couldn't stop thinking about00:17:00 S3 consistency, NVMe, and the architecture bet00:20:12 The Notion story: latency, dark fiber, and conviction00:25:03 Build vs. buy in the age of AI00:26:00 The Cursor story: early launch to breakout customer00:29:00 Why code search still matters00:32:00 Search in the age of agents00:34:22 Pricing turbopuffer in the AI era00:38:17 Why Simon chose Lachy Groom00:41:28 Becoming a founder on purpose00:44:00 The “P99 engineer” philosophy00:49:30 Bending software to your will00:51:13 The future of turbopuffer00:57:05 Simon's tea obsession00:59:03 Tea kits, X Live, and P99 LiveTranscriptSimon Hørup Eskildsen: I don't think I've said this publicly before, but I just called Lockey and was like, local Lockie. Like if this doesn't have PMF by the end of the year, like we'll just like return all the money to you. But it's just like, I don't really, we, Justine and I don't wanna work on this unless it's really working.So we want to give it the best shot this year and like we're really gonna go for it. We're gonna hire a bunch of people. We're just gonna be honest with everyone. Like when I don't know how to play a game, I just play with open cards. Lockey was the only person that didn't, that didn't freak out. He was like, I've never heard anyone say that before.Alessio: Hey everyone, welcome to the Leading Space podcast. This is Celesio Pando, Colonel Laz, and I'm joined by Swix, editor of Leading Space.swyx: Hello. Hello, uh, we're still, uh, recording in the Ker studio for the first time. Very excited. And today we are joined by Simon Eski. Of Turbo Farer welcome.Simon Hørup Eskildsen: Thank you so much for having me.swyx: Turbo Farer has like really gone on a huge tear, and I, I do have to mention that like you're one of, you're not my newest member of the Danish AHU Mafia, where like there's a lot of legendary programmers that have come out of it, like, uh, beyond Trotro, Rasmus, lado Berg and the V eight team and, and Google Maps team.Uh, you're mostly a Canadian now, but isn't that interesting? There's so many, so much like strong Danish presence.Simon Hørup Eskildsen: Yeah, I was writing a post, um, not that long ago about sort of the influences. So I grew up in Denmark, right? I left, I left when, when I was 18 to go to Canada to, to work at Shopify. Um, and so I, like, I've, I would still say that I feel more Danish than, than Canadian.This is also the weird accent. I can't say th because it, this is like, I don't, you know, my wife is also Canadian, um, and I think. I think like one of the things in, in Denmark is just like, there's just such a ruthless pragmatism and there's also a big focus on just aesthetics. Like, they're like very, people really care about like where, what things look like.Um, and like Canada has a lot of attributes, US has, has a lot of attributes, but I think there's been lots of the great things to carry. I don't know what's in the water in Ahu though. Um, and I don't know that I could be considered part of the Mafi mafia quite yet, uh, compared to the phenomenal individuals we just mentioned.Barra OV is also, uh, Danish Canadian. Okay. Yeah. I don't know where he lives now, but, and he's the PHP.swyx: Yeah. And obviously Toby German, but moved to Canada as well. Yes. Like this is like import that, uh, that, that is an interesting, um, talent move.Alessio: I think. I would love to get from you. Definition of Turbo puffer, because I think you could be a Vector db, which is maybe a bad word now in some circles, you could be a search engine.It's like, let, let's just start there and then we'll maybe run through the history of how you got to this point.Simon Hørup Eskildsen: For sure. Yeah. So Turbo Puffer is at this point in time, a search engine, right? We do full text search and we do vector search, and that's really what we're specialized in. If you're trying to do much more than that, like then this might not be the right place yet, but Turbo Buffer is all about search.The other way that I think about it is that we can take all of the world's knowledge, all of the exabytes and exabytes of data that there is, and we can use those tokens to train a model, but we can't compress all of that into a few terabytes of weights, right? Compress into a few terabytes of weights, how to reason with the world, how to make sense of the knowledge.But we have to somehow connect it to something externally that actually holds that like in full fidelity and truth. Um, and that's the thing that we intend to become. Right? That's like a very holier than now kind of phrasing, right? But being the search engine for unstructured, unstructured data is the focus of turbo puffer at this point in time.Alessio: And let's break down. So people might say, well, didn't Elasticsearch already do this? And then some other people might say, is this search on my data, is this like closer to rag than to like a xr, like a public search thing? Like how, how do you segment like the different types of search?Simon Hørup Eskildsen: The way that I generally think about this is like, there's a lot of database companies and I think if you wanna build a really big database company, sort of, you need a couple of ingredients to be in the air.We don't, which only happens roughly every 15 years. You need a new workload. You basically need the ambition that every single company on earth is gonna have data in your database. Multiple times you look at a company like Oracle, right? You will, like, I don't think you can find a company on earth with a digital presence that it not, doesn't somehow have some data in an Oracle database.Right? And I think at this point, that's also true for Snowflake and Databricks, right? 15 years later it's, or even more than that, there's not a company on earth that doesn't, in. Or directly is consuming Snowflake or, or Databricks or any of the big analytics databases. Um, and I think we're in that kind of moment now, right?I don't think you're gonna find a company over the next few years that doesn't directly or indirectly, um, have all their data available for, for search and connect it to ai. So you need that new workload, like you need something to be happening where there's a new workload that causes that to happen, and that new workload is connecting very large amounts of data to ai.The second thing you need. The second condition to build a big database company is that you need some new underlying change in the storage architecture that is not possible from the databases that have come before you. If you look at Snowflake and Databricks, right, commoditized, like massive fleet of HDDs, like that was not possible in it.It just wasn't in the air in the nineties, right? So you just didn't, we just didn't build these systems. S3 and and and so on was not around. And I think the architecture that is now possible that wasn't possible 15 years ago is to go all in on NVME SSDs. It requires a particular type of architecture for the database that.It's difficult to retrofit onto the databases that are already there, including the ones you just mentioned. The second thing is to go all in on OIC storage, more so than we could have done 15 years ago. Like we don't have a consensus layer, we don't really have anything. In fact, you could turn off all the servers that Turbo Buffer has, and we would not lose any data because we have all completely all in on OIC storage.And this means that our architecture is just so simple. So that's the second condition, right? First being a new workload. That means that every company on earth, either indirectly or directly, is using your database. Second being, there's some new storage architecture. That means that the, the companies that have come before you can do what you're doing.I think the third thing you need to do to build a big database company is that over time you have to implement more or less every Cory plan on the data. What that means is that you. You can't just get stuck in, like, this is the one thing that a database does. It has to be ever evolving because when someone has data in the database, they over time expect to be able to ask it more or less every question.So you have to do that to get the storage architecture to the limit of what, what it's capable of. Those are the three conditions.swyx: I just wanted to get a little bit of like the motivation, right? Like, so you left Shopify, you're like principal, engineer, infra guy. Um, you also head of kernel labs, uh, inside of Shopify, right?And then you consulted for read wise and that it kind of gave you that, that idea. I just wanted you to tell that story. Um, maybe I, you've told it before, but, uh, just introduce the, the. People to like the, the new workload, the sort of aha moment for turbo PufferSimon Hørup Eskildsen: For sure. So yeah, I spent almost a decade at Shopify.I was on the infrastructure team, um, from the fairly, fairly early days around 2013. Um, at the time it felt like it was growing so quickly and everything, all the metrics were, you know, doubling year on year compared to the, what companies are contending with today. It's very cute in growth. I feel like lot some companies are seeing that month over month.Um, of course. Shopify compound has been compounding for a very long time now, but I spent a decade doing that and the majority of that was just make sure the site is up today and make sure it's up a year from now. And a lot of that was really just the, um, you know, uh, the Kardashians would drive very, very large amounts of, of data to, to uh, to Shopify as they were rotating through all the merch and building out their businesses.And we just needed to make sure we could handle that. Right. And sometimes these were events, a million requests per second. And so, you know, we, we had our own data centers back in the day and we were moving to the cloud and there was so much sharding work and all of that that we were doing. So I spent a decade just scaling databases ‘cause that's fundamentally what's the most difficult thing to scale about these sites.The database that was the most difficult for me to scale during that time, and that was the most aggravating to be on call for, was elastic search. It was very, very difficult to deal with. And I saw a lot of projects that were just being held back in their ambition by using it.swyx: And I mean, self-hosted.Self-hosted. ‘causeSimon Hørup Eskildsen: it's, yeah, and it commercial, this is like 2015, right? So it's like a very particular vintage. Right. It's probably better at a lot of these things now. Um, it was difficult to contend with and I'm just like, I just think about it. It's an inverted index. It should be good at these kinds of queries and do all of this.And it was, we, we often couldn't get it to do exactly what we needed to do or basically get lucine to do, like expose lucine raw to, to, to what we needed to do. Um, so that was like. Just something that we did on the side and just panic scaled when we needed to, but not a particular focus of mine. So I left, and when I left, I, um, wasn't sure exactly what I wanted to do.I mean, it spent like a decade inside of the same company. I'd like grown up there. I started working there when I was 18.swyx: You only do Rails?Simon Hørup Eskildsen: Yeah. I mean, yeah. Rails. And he's a Rails guy. Uh, love Rails. So good. Um,Alessio: we all wish we could still work in Rails.swyx: I know know. I know, but some, I tried learning Ruby.It's just too much, like too many options to do the same thing. It's, that's my, I I know there's a, there's a way to do it.Simon Hørup Eskildsen: I love it. I don't know that I would use it now, like given cloud code and, and, and cursor and everything, but, um, um, but still it, like if I'm just sitting down and writing a teal code, that's how I think.But anyway, I left and I wasn't, I talked to a couple companies and I was like, I don't. I need to see a little bit more of the world here to know what I'm gonna like focus on next. Um, and so what I decided is like I was gonna, I called it like angel engineering, where I just hopped around in my friend's companies in three months increments and just helped them out with something.Right. And, and just vested a bit of equity and solved some interesting infrastructure problem. So I worked with a bunch of companies at the time, um, read Wise was one of them. Replicate was one of them. Um, causal, I dunno if you've tried this, it's like a, it's a spreadsheet engine Yeah. Where you can do distribution.They sold recently. Yeah. Um, we've been, we used that in fp and a at, um, at Turbo Puffer. Um, so a bunch of companies like this and it was super fun. And so we're the Chachi bt moment happened, I was with. With read Wise for a stint, we were preparing for the reader launch, right? Which is where you, you cue articles and read them later.And I was just getting their Postgres up to snuff, like, which basically boils down to tuning, auto vacuum. So I was doing that and then this happened and we were like, oh, maybe we should build a little recommendation engine and some features to try to hook in the lms. They were not that good yet, but it was clear there was something there.And so I built a small recommendation engine just, okay, let's take the articles that you've recently read, right? Like embed all the articles and then do recommendations. It was good enough that when I ran it on one of the co-founders of Rey's, like I found out that I got articles about, about having a child.I'm like, oh my God, I didn't, I, I didn't know that, that they were having a child. I wasn't sure what to do with that information, but the recommendation engine was good enough that it was suggesting articles, um, about that. And so there was, there was recommendations and uh, it actually worked really well.But this was a company that was spending maybe five grand a month in total on all their infrastructure and. When I did the napkin math on running the embeddings of all the articles, putting them into a vector index, putting it in prod, it's gonna be like 30 grand a month. That just wasn't tenable. Right?Like Read Wise is a proudly bootstrapped company and it's paying 30 grand for infrastructure for one feature versus five. It just wasn't tenable. So sort of in the bucket of this is useful, it's pretty good, but let us, let's return to it when the costs come down.swyx: Did you say it grows by feature? So for five to 30 is by the number of, like, what's the, what's the Scaling factor scale?It scales by the number of articles that you embed.Simon Hørup Eskildsen: It does, but what I meant by that is like five grand for like all of the other, like the Heroku, dinos, Postgres, like all the other, and this then storage is 30. Yeah. And then like 30 grand for one feature. Right. Which is like, what other articles are related to this one.Um, so it was just too much right to, to power everything. Their budget would've been maybe a few thousand dollars, which still would've been a lot. And so we put it in a bucket of, okay, we're gonna do that later. We'll wait, we will wait for the cost to come down. And that haunted me. I couldn't stop thinking about it.I was like, okay, there's clearly some latent demand here. If the cost had been a 10th, we would've shipped it and. This was really the only data point that I had. Right. I didn't, I, I didn't, I didn't go out and talk to anyone else. It was just so I started reading Right. I couldn't, I couldn't help myself.Like I didn't know what like a vector index is. I, I generally barely do about how to generate the vectors. There was a lot of hype about, this is a early 2023. There was a lot of hype about vector databases. There were raising a lot of money and it's like, I really didn't know anything about it. It's like, you know, trying these little models, fine tuning them.Like I was just trying to get sort of a lay of the land. So I just sat down. I have this. A GitHub repository called Napkin Math. And on napkin math, there's just, um, rows of like, oh, this is how much bandwidth. Like this is how many, you know, you can do 25 gigabytes per second on average to dram. You can do, you know, five gigabytes per second of rights to an SSD, blah blah.All of these numbers, right? And S3, how many you could do per, how much bandwidth can you drive per connection? I was just sitting down, I was like, why hasn't anyone build a database where you just put everything on O storage and then you puff it into NVME when you use the data and you puff it into dram if you're, if you're querying it alive, it's just like, this seems fairly obvious and you, the only real downside to that is that if you go all in on o storage, every right will take a couple hundred milliseconds of latency, but from there it's really all upside, right?You do the first go, it takes half a second. And it sort of occurred to me as like, well. The architecture is really good for that. It's really good for AB storage, it's really good for nvm ESSD. It's, well, you just couldn't have done that 10 years ago. Back to what we were talking about before. You really have to build a database where you have as few round trips as possible, right?This is how CPUs work today. It's how NVM E SSDs work. It's how as, um, as three works that you want to have a very large amount of outstanding requests, right? Like basically go to S3, do like that thousand requests to ask for data in one round trip. Wait for that. Get that, like, make a new decision. Do it again, and try to do that maybe a maximum of three times.But no databases were designed that way within NVME as is ds. You can drive like within, you know, within a very low multiple of DRAM bandwidth if you use it that way. And same with S3, right? You can fully max out the network card, which generally is not maxed out. You get very, like, very, very good bandwidth.And, but no one had built a database like that. So I was like, okay, well can't you just, you know, take all the vectors right? And plot them in the proverbial coordinate system. Get the clusters, put a file on S3 called clusters, do json, and then put another file for every cluster, you know, cluster one, do js O cluster two, do js ON you know that like it's two round trips, right?So you get the clusters, you find the closest clusters, and then you download the cluster files like the, the closest end. And you could do this in two round trips.swyx: You were nearest neighbors locally.Simon Hørup Eskildsen: Yes. Yes. And then, and you would build this, this file, right? It's just like ultra simplistic, but it's not a far shot from what the first version of Turbo Buffer was.Why hasn't anyone done thatAlessio: in that moment? From a workload perspective, you're thinking this is gonna be like a read heavy thing because they're doing recommend. Like is the fact that like writes are so expensive now? Oh, with ai you're actually not writing that much.Simon Hørup Eskildsen: At that point I hadn't really thought too much about, well no actually it was always clear to me that there was gonna be a lot of rights because at Shopify, the search clusters were doing, you know, I don't know, tens or hundreds of crew QPS, right?‘cause you just have to have a human sit and type in. But we did, you know, I don't know how many updates there were per second. I'm sure it was in the millions, right into the cluster. So I always knew there was like a 10 to 100 ratio on the read write. In the read wise use case. It's, um, even, even in the read wise use case, there'd probably be a lot fewer reads than writes, right?There's just a lot of churn on the amount of stuff that was going through versus the amount of queries. Um, I wasn't thinking too much about that. I was mostly just thinking about what's the fundamentally cheapest way to build a database in the cloud today using the primitives that you have available.And this is it, right? You just, now you have one machine and you know, let's say you have a terabyte of data in S3, you paid the $200 a month for that, and then maybe five to 10% of that data and needs to be an NV ME SSDs and less than that in dram. Well. You're paying very, very little to inflate the data.swyx: By the way, when you say no one else has done that, uh, would you consider Neon, uh, to be on a similar path in terms of being sort of S3 first and, uh, separating the compute and storage?Simon Hørup Eskildsen: Yeah, I think what I meant with that is, uh, just build a completely new database. I don't know if we were the first, like it was very much, it was, I mean, I, I hadn't, I just looked at the napkin math and was like, this seems really obvious.So I'm sure like a hundred people came up with it at the same time. Like the light bulb and every invention ever. Right. It was just in the air. I think Neon Neon was, was first to it. And they're trying, they're retrofitted onto Postgres, right? And then they built this whole architecture where you have, you have it in memory and then you sort of.You know, m map back to S3. And I think that was very novel at the time to do it for, for all LTP, but I hadn't seen a database that was truly all in, right. Not retrofitting it. The database felt built purely for this no consensus layer. Even using compare and swap on optic storage to do consensus. I hadn't seen anyone go that all in.And I, I mean, there, there, I'm sure there was someone that did that before us. I don't know. I was just looking at the napkin mathswyx: and, and when you say consensus layer, uh, are you strongly relying on S3 Strong consistency? You are. Okay.SoSimon Hørup Eskildsen: that is your consensus layer. It, it is the consistency layer. And I think also, like, this is something that most people don't realize, but S3 only became consistent in December of 2020.swyx: I remember this coming out during COVID and like people were like, oh, like, it was like, uh, it was just like a free upgrade.Simon Hørup Eskildsen: Yeah.swyx: They were just, they just announced it. We saw consistency guys and like, okay, cool.Simon Hørup Eskildsen: And I'm sure that they just, they probably had it in prod for a while and they're just like, it's done right.And people were like, okay, cool. But. That's a big moment, right? Like nv, ME SSDs, were also not in the cloud until around 2017, right? So you just sort of had like 2017 nv, ME SSDs, and people were like, okay, cool. There's like one skew that does this, whatever, right? Takes a few years. And then the second thing is like S3 becomes consistent in 2020.So now it means you don't have to have this like big foundation DB or like zookeeper or whatever sitting there contending with the keys, which is how. You know, that's what Snowflake and others have do so muchswyx: for goneSimon Hørup Eskildsen: Exactly. Just gone. Right? And so just push to the, you know, whatever, how many hundreds of people they have working on S3 solved and then compare and swap was not in S3 at this point in time,swyx: by the way.Uh, I don't know what that is, so maybe you wanna explain. Yes. Yeah.Simon Hørup Eskildsen: Yes. So, um, what Compare and swap is, is basically, you can imagine that if you have a database, it might be really nice to have a file called metadata json. And metadata JSON could say things like, Hey, these keys are here and this file means that, and there's lots of metadata that you have to operate in the database, right?But that's the simplest way to do it. So now you have might, you might have a lot of servers that wanna change the metadata. They might have written a file and want the metadata to contain that file. But you have a hundred nodes that are trying to contend with this metadata that JSON well, what compare and Swap allows you to do is basically just you download the file, you make the modifications, and then you write it only if it hasn't changed.While you did the modification and if not you retry. Right? Should just have this retry loops. Now you can imagine if you have a hundred nodes doing that, it's gonna be really slow, but it will converge over time. That primitive was not available in S3. It wasn't available in S3 until late 2024, but it was available in GCP.The real story of this is certainly not that I sat down and like bake brained it. I was like, okay, we're gonna start on GCS S3 is gonna get it later. Like it was really not that we started, we got really lucky, like we started on GCP and we started on GCP because tur um, Shopify ran on GCP. And so that was the platform I was most available with.Right. Um, and I knew the Canadian team there ‘cause I'd worked with them at Shopify and so it was natural for us to start there. And so when we started building the database, we're like, oh yeah, we have to build a, we really thought we had to build a consensus layer, like have a zookeeper or something to do this.But then we discovered the compare and swap. It's like, oh, we can kick the can. Like we'll just do metadata r json and just, it's fine. It's probably fine. Um, and we just kept kicking the can until we had very, very strong conviction in the idea. Um, and then we kind of just hinged the company on the fact that S3 probably was gonna get this, it started getting really painful in like mid 2024.‘cause we were closing deals with, um, um, notion actually that was running in AWS and we're like, trust us. You, you really want us to run this in GCP? And they're like, no, I don't know about that. Like, we're running everything in AWS and the latency across the cloud were so big and we had so much conviction that we bought like, you know, dark fiber between the AWS regions in, in Oregon, like in the InterExchange and GCP is like, we've never seen a startup like do like, what's going on here?And we're just like, no, we don't wanna do this. We were tuning like TCP windows, like everything to get the latency down ‘cause we had so high conviction in not doing like a, a metadata layer on S3. So those were the three conditions, right? Compare and swap. To do metadata, which wasn't in S3 until late 2024 S3 being consistent, which didn't happen until December, 2020.Uh, 2020. And then NVMe ssd, which didn't end in the cloud until 2017.swyx: I mean, in some ways, like a very big like cloud success story that like you were able to like, uh, put this all together, but also doing things like doing, uh, bind our favor. That that actually is something I've never heard.Simon Hørup Eskildsen: I mean, it's very common when you're a big company, right?You're like connecting your own like data center or whatever. But it's like, it was uniquely just a pain with notion because the, um, the org, like most of the, like if you're buying in Ashburn, Virginia, right? Like US East, the Google, like the GCP and, and AWS data centers are like within a millisecond on, on each other, on the public exchanges.But in Oregon uniquely, the GCP data center sits like a couple hundred kilometers, like east of Portland and the AWS region sits in Portland, but the network exchange they go through is through Seattle. So it's like a full, like 14 milliseconds or something like that. And so anyway, yeah. It's, it's, so we were like, okay, we can't, we have to go through an exchange in Portland.Yeah. Andswyx: you'd rather do this than like run your zookeeper and likeSimon Hørup Eskildsen: Yes. Way rather. It doesn't have state, I don't want state and two systems. Um, and I think all that is just informed by Justine, my co-founder and I had just been on call for so long. And the worst outages are the ones where you have state in multiple places that's not syncing up.So it really came from, from a a, like just a, a very pure source of pain, of just imagining what we would be Okay. Being woken up at 3:00 AM about and having something in zookeeper was not one of them.swyx: You, you're talking to like a notion or something. Do they care or do they just, theySimon Hørup Eskildsen: just, they care about latency.swyx: They latency cost. That's it.Simon Hørup Eskildsen: They just cared about latency. Right. And we just absorbed the cost. We're just like, we have high conviction in this. At some point we can move them to AWS. Right. And so we just, we, we'll buy the fiber, it doesn't matter. Right. Um, and it's like $5,000. Usually when you buy fiber, you buy like multiple lines.And we're like, we can only afford one, but we will just test it that when it goes over the public internet, it's like super smooth. And so we did a lot of, anyway, it's, yeah, it was, that's cool.Alessio: You can imagine talking to the GCP rep and it's like, no, we're gonna buy, because we know we're gonna turn, we're gonna turn from you guys and go to AWS in like six months.But in the meantime we'll do this. It'sSimon Hørup Eskildsen: a, I mean, like they, you know, this workload still runs on GCP for what it's worth. Right? ‘cause it's so, it was just, it was so reliable. So it was never about moving off GCP, it was just about honesty. It was just about giving notion the latency that they deserved.Right. Um, and we didn't want ‘em to have to care about any of this. We also, they were like, oh, egress is gonna be bad. It was like, okay, screw it. Like we're just gonna like vvc, VPC peer with you and AWS we'll eat the cost. Yeah. Whatever needs to be done.Alessio: And what were the actual workloads? Because I think when you think about ai, it's like 14 milliseconds.It's like really doesn't really matter in the scheme of like a model generation.Simon Hørup Eskildsen: Yeah. We were told the latency, right. That we had to beat. Oh, right. So, so we're just looking at the traces. Right. And then sort of like hand draw, like, you know, kind of like looking at the trace and then thinking what are the other extensions of the trace?Right. And there's a lot more to it because it's also when you have, if you have 14 versus seven milliseconds, right. You can fit in another round trip. So we had to tune TCP to try to send as much data in every round trip, prewarm all the connections. And there was, there's a lot of things that compound from having these kinds of round trips, but in the grand scheme it was just like, well, we have to beat the latency of whatever we're up against.swyx: Which is like they, I mean, notion is a database company. They could have done this themselves. They, they do lots of database engineering themselves. How do you even get in the door? Like Yeah, just like talk through that kind of.Simon Hørup Eskildsen: Last time I was in San Francisco, I was talking to one of the engineers actually, who, who was one of our champions, um, at, AT Notion.And they were, they were just trying to make sure that the, you know, per user cost matched the economics that they needed. You know, Uhhuh like, it's like the way I think about, it's like I have to earn a return on whatever the clouds charge me and then my customers have to earn a return on that. And it's like very simple, right?And so there has to be gross margin all the way up and that's how you build the product. And so then our customers have to make the right set of trade off the turbo Puffer makes, and if they're happy with that, that's great.swyx: Do you feel like you're competing with build internally versus buy or buy versus buy?Simon Hørup Eskildsen: Yeah, so, sorry, this was all to build up to your question. So one of the notion engineers told me that they'd sat and probably on a napkin, like drawn out like, why hasn't anyone built this? And then they saw terrible. It was like, well, it literally that. So, and I think AI has also changed the buy versus build equation in terms of, it's not really about can we build it, it's about do we have time to build it?I think they like, I think they felt like, okay, if this is a team that can do that and they, they feel enough like an extension of our team, well then we can go a lot faster, which would be very, very good for them. And I mean, they put us through the, through the test, right? Like we had some very, very long nights to to, to do that POC.And they were really our biggest, our second big customer off the cursor, which also was a lot of late nights. Right.swyx: Yeah. That, I mean, should we go into that story? The, the, the sort of Chris's story, like a lot, um, they credit you a lot for. Working very closely with them. So I just wanna hear, I've heard this, uh, story from Sole's point of view, but like, I'm curious what, what it looks like from your side.Simon Hørup Eskildsen: I actually haven't heard it from Sole's point of view, so maybe you can now cross reference it. The way that I remember it was that, um, the day after we launched, which was just, you know, I'd worked the whole summer on, on the first version. Justine wasn't part of it yet. ‘cause I just, I didn't tell anyone that summer that I was working on this.I was just locked in on building it because it's very easy otherwise to confuse talking about something to actually doing it. And so I was just like, I'm not gonna do that. I'm just gonna do the thing. I launched it and at this point turbo puffer is like a rust binary running on a single eight core machine in a T Marks instance.And me deploying it was like looking at the request log and then like command seeing it or like control seeing it to just like, okay, there's no request. Let's upgrade the binary. Like it was like literally the, the, the, the scrappiest thing. You could imagine it was on purpose because just like at Shopify, we did that all the time.Like, we like move, like we ran things in tux all the time to begin with. Before something had like, at least the inkling of PMF, it was like, okay, is anyone gonna hear about this? Um, and one of the cursor co-founders Arvid reached out and he just, you know, the, the cursor team are like all I-O-I-I-M-O like, um, contenders, right?So they just speak in bullet points and, and facts. It was like this amazing email exchange just of, this is how many QPS we have, this is what we're paying, this is where we're going, blah, blah, blah. And so we're just conversing in bullet points. And I tried to get a call with them a few times, but they were, so, they were like really writing the PMF bowl here, just like late 2023.And one time Swally emails me at like five. What was it like 4:00 AM Pacific time saying like, Hey, are you open for a call now? And I'm on the East coast and I, it was like 7:00 AM I was like, yeah, great, sure, whatever. Um, and we just started talking and something. Then I didn't know anything about sales.It was something that just comp compelled me. I have to go see this team. Like, there's something here. So I, I went to San Francisco and I went to their office and the way that I remember it is that Postgres was down when I showed up at the office. Did SW tell you this? No. Okay. So Postgres was down and so it's like they were distracting with that.And I was trying my best to see if I could, if I could help in any way. Like I knew a little bit about databases back to tuning, auto vacuum. It was like, I think you have to tune out a vacuum. Um, and so we, we talked about that and then, um, that evening just talked about like what would it look like, what would it look like to work with us?And I just said. Look like we're all in, like we will just do what we'll do whatever, whatever you tell us, right? They migrated everything over the next like week or two, and we reduced their cost by 95%, which I think like kind of fixed their per user economics. Um, and it solved a lot of other things. And we were just, Justine, this is also when I asked Justine to come on as my co-founder, she was the best engineer, um, that I ever worked with at Shopify.She lived two blocks away and we were just, okay, we're just gonna get this done. Um, and we did, and so we helped them migrate and we just worked like hell over the next like month or two to make sure that we were never an issue. And that was, that was the cursor story. Yeah.swyx: And, and is code a different workload than normal text?I, I don't know. Is is it just text? Is it the same thing?Simon Hørup Eskildsen: Yeah, so cursor's workload is basically, they, um, they will embed the entire code base, right? So they, they will like chunk it up in whatever they would, they do. They have their own embedding model, um, which they've been public about. Um, and they find that on, on, on their evals.It. There's one of their evals where it's like a 25% improvement on a very particular workload. They have a bunch of blog posts about it. Um, I think it works best on larger code basis, but they've trained their own embedding model to do this. Um, and so you'll see it if you use the cursor agent, it will do searches.And they've also been public around, um, how they've, I think they post trained their model to be very good at semantic search as well. Um, and that's, that's how they use it. And so it's very good at, like, can you find me on the code that's similar to this, or code that does this? And just in, in this queries, they also use GR to supplement it.swyx: Yeah.Simon Hørup Eskildsen: Um, of courseswyx: it's been a big topic of discussion like, is rag dead because gr you know,Simon Hørup Eskildsen: and I mean like, I just, we, we see lots of demand from the coding company to ethicsswyx: search in every part. Yes.Simon Hørup Eskildsen: Uh, we, we, we see demand. And so, I mean, I'm. I like case studies. I don't like, like just doing like thought pieces on this is where it's going.And like trying to be all macroeconomic about ai, that's has turned out to be a giant waste of time because no one can really predict any of this. So I just collect case studies and I mean, cursor has done a great job talking about what they're doing and I hope some of the other coding labs that use Turbo Puffer will do the same.Um, but it does seem to make a difference for particular queries. Um, I mean we can also do text, we can also do RegX, but I should also say that cursors like security posture into Tur Puffer is exceptional, right? They have their own embedding model, which makes it very difficult to reverse engineer. They obfuscate the file paths.They like you. It's very difficult to learn anything about a code base by looking at it. And the other thing they do too is that for their customers, they encrypt it with their encryption keys in turbo puffer's bucket. Um, so it's, it's, it's really, really well designed.swyx: And so this is like extra stuff they did to work with you because you are not part of Cursor.Exactly like, and this is just best practice when working in any database, not just you guys. Okay. Yeah, that makes sense. Yeah. I think for me, like the, the, the learning is kind of like you, like all workloads are hybrid. Like, you know, uh, like you, you want the semantic, you want the text, you want the RegX, you want sql.I dunno. Um, but like, it's silly to like be all in on like one particularly query pattern.Simon Hørup Eskildsen: I think, like I really like the way that, um, um, that swally at cursor talks about it, which is, um, I'm gonna butcher it here. Um, and you know, I'm a, I'm a database scalability person. I'm not a, I, I dunno anything about training models other than, um, what the internet tells me and what.The way he describes is that this is just like cash compute, right? It's like you have a point in time where you're looking at some particular context and focused on some chunk and you say, this is the layer of the neural net at this point in time. That seems fundamentally really useful to do cash compute like that.And, um, how the value of that will change over time. I'm, I'm not sure, but there seems to be a lot of value in that.Alessio: Maybe talk a bit about the evolution of the workload, because even like search, like maybe two years ago it was like one search at the start of like an LLM query to build the context. Now you have a gentech search, however you wanna call it, where like the model is both writing and changing the code and it's searching it again later.Yeah. What are maybe some of the new types of workloads or like changes you've had to make to your architecture for it?Simon Hørup Eskildsen: I think you're right. When I think of rag, I think of, Hey, there's an 8,000 token, uh, context window and you better make it count. Um, and search was a way to do that now. Everything is moving towards the, just let the agent do its thing.Right? And so back to the thing before, right? The LLM is very good at reasoning with the data, and so we're just the tool call, right? And that's increasingly what we see our customers doing. Um, what we're seeing more demand from, from our customers now is to do a lot of concurrency, right? Like Notion does a ridiculous amount of queries in every round trip just because they can't.And I'm also now, when I use the cursor agent, I also see them doing more concurrency than I've ever seen before. So a bit similar to how we designed a database to drive as much concurrency in every round trip as possible. That's also what the agents are doing. So that's new. It means just an enormous amount of queries all at once to the dataset while it's warm in as few turns as possible.swyx: Can I clarify one thing on that?Simon Hørup Eskildsen: Yes.swyx: Is it, are they batching multiple users or one user is driving multiple,Simon Hørup Eskildsen: one user driving multiple, one agent driving.swyx: It's parallel searching a bunch of things.Simon Hørup Eskildsen: Exactly.swyx: Yeah. Yeah, exactly. So yeah, the clinician also did, did this for the fast context thing, like eight parallel at once.Simon Hørup Eskildsen: Yes.swyx: And, and like an interesting problem is, well, how do you make sure you have enough diversity so you're not making the the same request eight times?Simon Hørup Eskildsen: And I think like that's probably also where the hybrid comes in, where. That's another way to diversify. It's a completely different way to, to do the search.That's a big change, right? So before it was really just like one call and then, you know, the LLM took however many seconds to return, but now we just see an enormous amount of queries. So the, um, we just see more queries. So we've like tried to reduce query, we've reduced query pricing. Um, this is probably the first time actually I'm saying that, but the query pricing is being reduced, like five x.Um, and we'll probably try to reduce it even more to accommodate some of these workloads of just doing very large amounts of queries. Um, that's one thing that's changed. I think the right, the right ratio is still very high, right? Like there's still a, an enormous amount of rights per read, but we're starting probably to see that change if people really lean into this pattern.Alessio: Can we talk a little bit about the pricing? I'm curious, uh, because traditionally a database would charge on storage, but now you have the token generation that is so expensive, where like the actual. Value of like a good search query is like much higher because they're like saving inference time down the line.How do you structure that as like, what are people receptive to on the other side too?Simon Hørup Eskildsen: Yeah. I, the, the turbo puffer pricing in the beginning was just very simple. The pricing on these on for search engines before Turbo Puffer was very server full, right? It was like, here's the vm, here's the per hour cost, right?Great. And I just sat down with like a piece of paper and said like, if Turbo Puffer was like really good, this is probably what it would cost with a little bit of margin. And that was the first pricing of Turbo Puffer. And I just like sat down and I was like, okay, like this is like probably the storage amp, but whenever on a piece of paper I, it was vibe pricing.It was very vibe price, and I got it wrong. Oh. Um, well I didn't get it wrong, but like Turbo Puffer wasn't at the first principle pricing, right? So when Cursor came on Turbo Puffer, it was like. Like, I didn't know any VCs. I didn't know, like I was just like, I don't know, I didn't know anything about raising money or anything like that.I just saw that my GCP bill was, was high, was a lot higher than the cursor bill. So Justine and I was just like, well, we have to optimize it. Um, and I mean, to the chagrin now of, of it, of, of the VCs, it now means that we're profitable because we've had so much pricing pressure in the beginning. Because it was running on my credit card and Justine and I had spent like, like tens of thousands of dollars on like compute bills and like spinning off the company and like very like, like bad Canadian lawyers and like things like to like get all of this done because we just like, we didn't know.Right. If you're like steeped in San Francisco, you're just like, you just know. Okay. Like you go out, raise a pre-seed round. I, I never heard a word pre-seed at this point in time.swyx: When you had Cursor, you had Notion you, you had no funding.Simon Hørup Eskildsen: Um, with Cursor we had no funding. Yeah. Um, by the time we had Notion Locke was, Locke was here.Yeah. So it was really just, we vibe priced it 100% from first Principles, but it wasn't, it, it was not performing at first principles, so we just did everything we could to optimize it in the beginning for that, so that at least we could have like a 5% margin or something. So I wasn't freaking out because Cursor's bill was also going like this as they were growing.And so my liability and my credit limit was like actively like calling my bank. It was like, I need a bigger credit. Like it was, yeah. Anyway, that was the beginning. Yeah. But the pricing was, yeah, like storage rights and query. Right. And the, the pricing we have today is basically just that pricing with duct tape and spit to try to approach like, you know, like a, as a margin on the physical underlying hardware.And we're doing this year, you're gonna see more and more pricing changes from us. Yeah.swyx: And like is how much does stuff like VVC peering matter because you're working in AWS land where egress is charged and all that, you know.Simon Hørup Eskildsen: We probably don't like, we have like an enterprise plan that just has like a base fee because we haven't had time to figure out SKU pricing for all of this.Um, but I mean, yeah, you can run turbo puffer either in SaaS, right? That's what Cursor does. You can run it in a single tenant cluster. So it's just you. That's what Notion does. And then you can run it in, in, in BYOC where everything is inside the customer's VPC, that's what an for example, philanthropic does.swyx: What I'm hearing is that this is probably the best CRO job for somebody who can come in and,Simon Hørup Eskildsen: I mean,swyx: help you with this.Simon Hørup Eskildsen: Um, like Turbo Puffer hired, like, I don't know what, what number this was, but we had a full-time CFO as like the 12th hire or something at Turbo Puffer, um, I think I hear are a lot of comp.I don't know how they do it. Like they have a hundred employees and not a CFO. It's like having a CFO is like a runningswyx: business man. Like, you know,Simon Hørup Eskildsen: it's so good. Yeah, like money Mike, like he just, you know, just handles the money and a lot of the business stuff and so he came in and just hopped with a lot of the operational side of the business.So like C-O-O-C-F-O, like somewhere in between.swyx: Just as quick mention of Lucky, just ‘cause I'm curious, I've met Lock and like, he's obviously a very good investor and now on physical intelligence, um, I call it generalist super angel, right? He invests in everything. Um, and I always wonder like, you know, is there something appealing about focusing on developer tooling, focusing on databases, going like, I've invested for 10 years in databases versus being like a lock where he can maybe like connect you to all the customers that you need.Simon Hørup Eskildsen: This is an excellent question. No, no one's asked me this. Um, why lockey? Because. There was a couple of people that we were talking to at the time and when we were raising, we were almost a little, we were like a bit distressed because one of our, one of our peers had just launched something that was very similar to Turbo Puffer.And someone just gave me the advice at the time of just choose the person where you just feel like you can just pick up the phone and not prepare anything. And just be completely honest, and I don't think I've said this publicly before, but I just called Lockey and was like local Lockie. Like if this doesn't have PMF by the end of the year, like we'll just like return all the money to you.But it's just like, I don't really, we, Justine and I don't wanna work on this unless it's really working. So we want to give it the best shot this year and like we're really gonna go for it. We're gonna hire a bunch of people and we're just gonna be honest with everyone. Like when I don't know how to play a game, I just play with open cards and.Lockey was the only person that didn't, that didn't freak out. He was like, I've never heard anyone say that before. As I said, I didn't even know what a seed or pre-seed round was like before, probably even at this time. So I was just like very honest with him. And I asked him like, Lockie, have you ever have, have you ever invested in database company?He was just like, no. And at the time I was like, am I dumb? Like, but I think there was something that just like really drew me to Lockie. He is so authentic, so honest, like, and there was something just like, I just felt like I could just play like, just say everything openly. And that was, that was, I think that that was like a perfect match at the time, and, and, and honestly still is.He was just like, okay, that's great. This is like the most honest, ridiculous thing I've ever heard anyone say to me. But like that, like that, whyswyx: is this ridiculous? Say competitor launch, this may not work out. It wasSimon Hørup Eskildsen: more just like. If this doesn't work out, I'm gonna close up shop by the end of the mo the year, right?Like it was, I don't know, maybe it's common. I, I don't know. He told me it was uncommon. I don't know. Um, that's why we chose him and he'd been phenomenal. The other people were talking at the, at the time were database experts. Like they, you know, knew a lot about databases and Locke didn't, this turned out to be a phenomenal asset.Right. I like Justine and I know a lot about databases. The people that we hire know a lot about databases. What we needed was just someone who didn't know a lot about databases, didn't pretend to know a lot about databases, and just wanted to help us with candidates and customers. And he did. Yeah. And I have a list, right, of the investors that I have a relationship with, and Lockey has just performed excellent in the number of sub bullets of what we can attribute back to him.Just absolutely incredible. And when people talk about like no ego and just the best thing for the founder, I like, I don't think that anyone, like even my lawyer is like, yeah, Lockey is like the most friendly person you will find.swyx: Okay. This is my most glow recommendation I've ever heard.Alessio: He deserves it.He's very special.swyx: Yeah. Yeah. Yeah. Okay. Amazing.Alessio: Since you mentioned candidates, maybe we can talk about team building, you know, like, especially in sf, it feels like it's just easier to start a company than to join a company. Uh, I'm curious your experience, especially not being n SF full-time and doing something that is maybe, you know, a very low level of detail and technical detail.Simon Hørup Eskildsen: Yeah. So joining versus starting, I never thought that I would be a founder. I would start with it, like Turbo Puffer started as a blog post, and then it became a project and then sort of almost accidentally became a company. And now it feels like it's, it's like becoming a bigger company. That was never the intention.The intentions were very pure. It's just like, why hasn't anyone done this? And it's like, I wanna be the, like, I wanna be the first person to do it. I think some founders have this, like, I could never work for anyone else. I, I really don't feel that way. Like, it's just like, I wanna see this happen. And I wanna see it happen with some people that I really enjoy working with and I wanna have fun doing it and this, this, this has all felt very natural on that, on that sense.So it was never a like join versus versus versus found. It was just dis found me at the right moment.Alessio: Well I think there's an argument for, you should have joined Cursor, right? So I'm curious like how you evaluate it. Okay, I should actually go raise money and make this a company versus like, this is like a company that is like growing like crazy.It's like an interesting technical problem. I should just build it within Cursor and then they don't have to encrypt all this stuff. They don't have to obfuscate things. Like was that on your mind at all orSimon Hørup Eskildsen: before taking the, the small check from Lockie, I did have like a hard like look at myself in the mirror of like, okay, do I really want to do this?And because if I take the money, I really have to do it right. And so the way I almost think about it's like you kind of need to ha like you kind of need to be like fucked up enough to want to go all the way. And that was the conversation where I was like, okay, this is gonna be part of my life's journey to build this company and do it in the best way that I possibly can't.Because if I ask people to join me, ask people to get on the cap table, then I have an ultimate responsibility to give it everything. And I don't, I think some people, it doesn't occur to me that everyone takes it that seriously. And maybe I take it too seriously, I don't know. But that was like a very intentional moment.And so then it was very clear like, okay, I'm gonna do this and I'm gonna give it everything.Alessio: A lot of people don't take it this seriously. But,swyx: uh, let's talk about, you have this concept of the P 99 engineer. Uh, people are 10 x saying, everyone's saying, you know, uh, maybe engineers are out of a job. I don't know.But you definitely see a P 99 engineer, and I just want you to talk about it.Simon Hørup Eskildsen: Yeah, so the P 99 engineer was just a term that we started using internally to talk about candidates and talk about how we wanted to build the company. And you know, like everyone else is, like we want a talent dense company.And I think that's almost become trite at this point. What I credit the cursor founders a lot with is that they just arrived there from first principles of like, we just need a talent dense, um, talent dense team. And I think I've seen some teams that weren't talent dense and like seemed a counterfactual run, which if you've run in been in a large company, you will just see that like it's just logically will happen at a large company.Um, and so that was super important to me and Justine and it's very difficult to maintain. And so we just needed, we needed wording for it. And so I have a document called Traits of the P 99 Engineer, and it's a bullet point list. And I look at that list after every single interview that I do, and in every single recap that we do and every recap we end with.End with, um, some version of I'm gonna reject this candidate completely regardless of what the discourse was, because I wanna see people fight for this person because the default should not be, we're gonna hire this person. The default should be, we're definitely not hiring this person. And you know, if everyone was like, ah, maybe throw a punch, then this is not the right.swyx: Do, do you operate, like if there's one cha there must have at least one champion who's like, yes, I will put my career on, on, on the line for this. You know,Simon Hørup Eskildsen: I think career on the line,swyx: maybe a chair, butSimon Hørup Eskildsen: yeah. You know, like, um, I would say so someone needs to like, have both fists up and be like, I'd fight.Right? Yeah. Yeah. And if one person said, then, okay, let's do it. Right?swyx: Yeah.Simon Hørup Eskildsen: Um. It doesn't have to be absolutely everyone. Right? And like the interviews are always the sign that you're checking for different attributes. And if someone is like knocking it outta the park in every single attribute, that's, that's fairly rare.Um, but that's really important. And so the traits of the P 99 engineer, there's lots of them. There's also the traits of the p like triple nine engineer and the quadruple nine engineer. This is like, it's a long list.swyx: Okay.Simon Hørup Eskildsen: Um, I'll give you some samples, right. Of what we, what we look for. I think that the P 99 engineer has some history of having bent, like their trajectory or something to their will.Right? Some moment where it was just, they just, you know, made the computer do what it needed to do. There's something like that, and it will, it will occur to have them at some point in their career. And, uh. Hopefully multiple times. Right.swyx: Gimme an example of one of your engineers that like,Simon Hørup Eskildsen: I'll give an eng.Uh, so we, we, we launched this thing called A and NV three. Um, we could, we're also, we're working on V four and V five right now, but a and NV three can search a hundred billion vectors with a P 50 of around 40 milliseconds and a p 99 of 200 milliseconds. Um, maybe other people have done this, I'm sure Google and others have done this, but, uh, we haven't seen anyone, um, at least not in like a public consumable SaaS that can do this.And that was an engineer, the chief architect of Turbo Puffer, Nathan, um, who more or less just bent this, the software was not capable of this and he just made it capable for a very particular workload in like a, you know, six to eight week period with the help of a lot of the team. Right. It's been, been, there's numerous of examples of that, like at, at turbo puff, but that's like really bending the software and X 86 to your will.It was incredible to watch. Um. You wanna see some moments like that?swyx: Isn't that triple nine?Simon Hørup Eskildsen: Um, I think Nathan, what's calledAlessio: group nine, that was only nine. I feel like this is too high forSimon Hørup Eskildsen: Nathan. Nathan is, uh, Nathan is like, yeah, there's a lot of nines. Okay. After that p So I think that's one trait. I think another trait is that, uh, the P 99 spends a lot of time looking at maps.Generally it's their preferred ux. They just love looking at maps. You ever seen someone who just like, sits on their phone and just like, scrolls around on a map? Or did you not look at maps A lot? You guys don't look atswyx: maps? I guess I'm not feeling there. I don't know, butSimon Hørup Eskildsen: you just dis What about trains?Do you like trains?swyx: Uh, I mean they, not enough. Okay. This is just like weapon nice. Autism is what I call it. Like, like,Simon Hørup Eskildsen: um, I love looking at maps, like, it's like my preferred UX and just like I, you know, I likeswyx: lotsAlessio: of, of like random places, soswyx: like,youswyx: know.Alessio: Yes. Okay. There you go. So instead of like random places, like how do you explore the maps?Simon Hørup Eskildsen: No, it's, it's just a joke.swyx: It's autism laugh. It's like you are just obsessed by something and you like studying a thing.Simon Hørup Eskildsen: The origin of this was that at some point I read an interview with some IOI gold medalistswyx: Uhhuh,Simon Hørup Eskildsen: and it's like, what do you do in your spare time? I was just like, I like looking at maps.I was like, I feel so seen. Like, I just like love, like swirling out. I was like, oh, Canada is so big. Where's Baffin Island? I don't know. I love it. Yeah. Um, anyway, so the traits of P 99, P 99 is obsessive, right? Like, there's just like, you'll, you'll find traits of that we do an interview at, at, at, at turbo puffer or like multiple interviews that just try to screen for some of these things.Um, so. There's lots of others, but these are the kinds of traits that we look for.swyx: I'll tell you, uh, some people listen for like some of my dere stuff. Uh, I do think about derel as maps. Um, you draw a map for people, uh, maps show you the, uh, what is commonly agreed to be the geographical features of what a boundary is.And it shows also shows you what is not doing. And I, I think a lot of like developer tools, companies try to tell you they can do everything, but like, let's, let's be real. Like you, your, your three landmarks are here, everyone comes here, then here, then here, and you draw a map and, and then you draw a journey through the map.And like that. To me, that's what developer relations looks like. So I do think about things that way.Simon Hørup Eskildsen: I think the P 99 thinks in offs, right? The P 99 is very clear about, you know, hey, turbo puffer, you can't run a high transaction workload on turbo puffer, right? It's like the right latency is a hundred milliseconds.That's a clear trade off. I think the P 99 is very good at articulating the trade offs in every decision. Um. Which is exactly what the map is in your case, right?swyx: Uh, yeah, yeah. My, my, my world. My world.Alessio: How, how do you reconcile some of these things when you're saying you bend the will the computer versus like the trade
This week, we discuss why a "unified streaming stack" is not the same as combining two streaming services, despite media reports that HBO Max and Paramount+ will merge into a single DTC service shortly. As we break down the latest details of the proposed Paramount and WBD deal, we speculate on the layoff impact across both companies, as Paramount tells bankers it expects to see billions in cost savings while telling employees the savings target will be realized mostly through non-personnel means.We also cover the launch of F1 on Apple TV, Versant Media's full-year 2025 earnings, Sling TV losing 167,000 subs in Q4, NBCU not planning to publish Super Bowl viewership numbers for Peacock/digital, and YouTube in talks to stream four more live NFL games. Finally, we detail that, due to rising costs for servers, RAM, SSDs, and energy, Akamai has notified customers and partners of upcoming surcharges and contract renewal adjustments.Podcast produced by Security Halt Media
On this week's episode of The MacRumors Show, we discuss Apple's concentrated week of announcements that saw the introduction of 10 new products.The most significant announcement of the week was the MacBook Neo, an all-new entry-level Apple laptop that starts at $599. The MacBook Neo is designed to compete with lower-cost Windows laptops and Chromebooks, while expanding the Mac lineup with a substantially more affordable option.Unlike every other Apple silicon Mac, the MacBook Neo is powered by the A18 Pro chip originally developed for the iPhone 16 Pro, making it the first Mac to use an iPhone-class processor instead of an M-series chip. The machine features a rounded, colorful design available in Silver, Indigo, Blush, and Citrus finishes, with matching keyboards and wallpapers that give it a more playful appearance than Apple's existing notebooks. At 2.7 pounds, it weighs the same as a MacBook Air.It offers a 13-inch Liquid Retina display with uniform, iPad-style bezels rather than a notch, a Magic Keyboard, a mechanical trackpad, two USB-C ports, 8GB of memory, a headphone jack, a 1080p camera, dual mics, dual speakers with Spatial Audio, and a battery life rated for up to 16 hours.Apple also updated several existing devices with modest specification improvements. The iPhone 17e retains the same design and price as the iPhone 16e but adds the A19 chip, MagSafe support, Apple's second-generation C1X modem, and 256GB of base storage.The 11- and 13-inch iPad Air gained the M4 chip, 12GB of RAM, Wi-Fi 7 support via Apple's N1 wireless chip, and the same C1X modem in cellular models. Meanwhile, the 13- and 15-inch MacBook Air were upgraded with the M5 chip and a higher base storage capacity of 512GB, though the removal of the 256GB option increased the starting price to $1,099.At the high end of the Mac lineup, Apple refreshed the 14-inch and 16-inch MacBook Pro models with the new M5 Pro and M5 Max chips, introducing a "Fusion Architecture" that bonds two 3nmdies together into a single processor. These models also gained faster SSD speeds, higher base storage, and Wi-Fi 7 and Bluetooth 6 via the N1 chip. Battery life increased slightly across the lineup, while GPU cores now include dedicated Neural Accelerators intended to improve AI workloads.Apple also expanded its display lineup with a new Studio Display XDR model, replacing the Pro Display XDR. The new model offers a 27-inch 5K mini-LED panel with up to a 120Hz refresh rate, HDR brightness up to 2,000 nits, and Thunderbolt 5 connectivity. The standard Studio Display was updated at the same time with two Thunderbolt 5 ports, improved speakers, and a camera that now supports Desk View, but retains its 60Hz panel and 600-nit brightness.All of the newly announced devices became available to pre-order on Wednesday, March 4, with the entire lineup scheduled to launch and begin arriving to customers on Wednesday, March 11.Get the right life insurance for you, for less, and save more than fifty percent at https://www.selectquote.com/macrumors00:00 - Intro01:17 - iPhone 17e06:42 - M4 iPad Air08:46 - M5 MacBook Air11:53 - Sponsor: SelectQuote13:40 - MacBook Pro: M5 Pro and M5 Max Overview21:30 - Studio Display25:58 - Studio Display XDR38:05 - Introducing the MacBook Neo
Matt demands we roast his home screen, Niléane drops some knowledge on SSDs, and (almost) everyone has fun with Pokémon. This week's Cozy Zone, we played Geoguesser, and it has a better ending than we could have even scripted. Want more from the gang? Cozy Zone is a bonus podcast every Monday where we let loose on all sorts of fun topics. You can get cozy with the Comfort Zone crew for just $5/month or $50/year, which not only makes the bonus episodes possible, but supports Comfort Zone, too. How would you have done our challenges? How would you answer the question at the end of the show? Let us know! Things discussed Swipe to type on the Mac Sharge USB-C cable BILRESA Ikea buttons Follow the Hosts Chris on YouTube Matt on Birchtree Niléane on Mastodon Comfort Zone on Mastodon Comfort Zone on Bluesky
Apple presenta la nueva Studio Display XDR, un monitor profesional 5K Mini LED de 27 pulgadas que mejora en brillo, frecuencia y prestaciones… pero recorta tamaño respecto a la Pro Display XDR de 32 pulgadas, y va a contracorriente de un mercado que empuja hacia pantallas cada vez más grandes. El MacBook Air estrena chip M5 y se pone todavía más serio: CPU de 10 núcleos, salto grande en rendimiento de IA y SSD el doble de rápida que en el modelo anterior. El diseño no cambia, pero ahora parte de 512 GB de almacenamiento y puede llegar hasta 4 TB, con Wi‑Fi 7 y Bluetooth 6 de serie. A cambio, sube el precio: el modelo de 13 pulgadas arranca en 1.199 euros y el de 15 en 1.499, consolidándose como el portátil ligero ‘para casi todo' dentro del catálogo de Apple.” #StudioDisplayXDR #Apple #MacStudio #ProDisplayXDR #Monitor5K #MiniLED #EdiciónDeVídeo #FotografíaProfesional #SetupMac #AppleFan #MacBookAirM5 #MacBookAir #AppleM5 #Mac2026 #AppleMac #AppleEspañol #ReviewMacBook #PodcastTecnología #PortátilApple #AppleFans https://seoxan.es/crear_pedido_hosting Codigo Cupon "APPLE" PATROCINADO POR SEOXAN Optimización SEO profesional para tu negocio https://seoxan.es https://uptime.urtix.es PARTICIPA EN DIRECTO Deja tu opinión en los comentarios, haz preguntas y sé parte de la charla más importante sobre el futuro del iPad y del ecosistema Apple. ¡Tu voz cuenta! ¿TE GUSTÓ EL EPISODIO? ✨ Dale LIKE SUSCRÍBETE y activa la campanita para no perderte nada COMENTA COMPARTE con tus amigos applelianos SÍGUENOS EN TODAS NUESTRAS PLATAFORMAS: YouTube: https://www.youtube.com/@Applelianos Telegram: https://t.me/+Jm8IE4n3xtI2Zjdk X (Twitter): https://x.com/ApplelianosPod Facebook: https://www.facebook.com/applelianos Apple Podcasts: https://apple.co/39QoPbO
Enterprise IT spending is projected to reach $4.5 trillion by 2026, but this growth is concentrated in software, cloud services, and AI infrastructure for large organizations, according to HG Insights and Omdia research cited by Dave Sobel. The system integration market is positioned to approach $950 billion in 2025, with enterprises working with an average of 6.3 technology partners. A substantial surge in AI-optimized server sales, as reflected in Dell Technologies' reported 342% year-over-year increase in revenue for those systems, is reshaping supply chains and vendor dynamics, leading to shortages of DRAM, SSDs, and hard drives. Underlying this development are volatile component costs. DRAM prices have doubled quarter over quarter, and both Micron Technologies and Western Digital have indicated they are sold out for 2026. HP reports that RAM now constitutes 35% of new PC materials costs, up dramatically from 18% the previous quarter. Such cost shifts are creating downstream risks for managed service providers (MSPs) with fixed-price agreements, as the economic assumptions underpinning many contracts—stable hardware prices and predictable cloud costs—no longer hold. The episode also highlights an increase in application sprawl and a widening gap between IT budgets and other operational costs. A Torii report shows large enterprises use over 2,191 applications on average, with more than 61% bypassing formal IT approvals, resulting in unmanaged security and compliance exposure. Additionally, 80% of small businesses report rising energy costs that directly compete with IT budget allocations. Industry analysis from Jefferies and Boston Consulting Group signals that AI and automation are not viewed uniformly as productivity boosters and may compress revenue models in both Indian and domestic IT services sectors. The practical implication for MSPs is the urgent need to audit and reprice contracts related to hardware procurement and refresh cycles, clearly documenting and communicating current cost realities with clients. Dave Sobel stresses reframing device lifecycle extensions as a security risk rather than a cost-saving measure and warns against selling clients on speculative AI market projections. The advice is to focus on specific, scoped use cases and to structure agreements that accurately reflect volatility in component costs and the operational burden of application sprawl, ensuring financial and legal accountability as the IT services landscape evolves. 00:00 $4.96T IT Spend Surge Bypasses SMBs as AI Infrastructure Captures Enterprise Budgets 03:58 Dell's $43B AI Server Backlog Triggers DRAM Shortage, Repricing Downstream Hardware 05:52 AI Shrinks IT Services Revenue Model; MSPs Face Contested Implementation Role This is the Business of Tech. Supported by:
The prices of digital storage are set to climb this year because AI is eating up all the available inventory. And modern photography is entirely dependent on storage, whether it's the SD cards that store the captured images, the internal solid-state memory that stores data on your computer, or the external SSDs and traditional hard drives that keep your archive of photos. Hosts: Jeff Carlson: website, Jeff's photos, Jeff on Instagram, Jeff on Glass, Jeff on Mastodon, Jeff on Bluesky Kirk McElhearn: website, Kirk's photos, Kirk on Instagram, Kirk on Glass, Kirk on Mastodon, Kirk on Bluesky Show Notes: (View show notes with images at PhotoActive.co) Rate and Review the PhotoActive Podcast! Western Digital is out of hard drives, because Ai (of course) Take Control of Your Digital Storage Subscribe to the PhotoActive podcast newsletter at the bottom of any page at the PhotoActive web site to be notified of new episodes and be eligible for occasional giveaways. If you've already subscribed, you're automatically entered. If you like the show, please subscribe in iTunes/Apple Podcasts or your favorite podcast app, and please rate the podcast. And don't forget to join the PhotoActive Facebook group to discuss the podcast, share your photos, and more. Disclosure: Sometimes we use affiliate links for products, in which we receive small commissions to help support PhotoActive.
Episode #590: Rumors are swirling in the gaming world that Sony may push back the launch of the PlayStation 6 as far out as 2028 or even 2029, thanks to emerging global chip shortages and rising memory prices that are reshaping next-gen console timelines. Reports from outlets like Bloomberg and market insiders suggest AI-driven demand for critical components like RAM and SSDs is forcing manufacturers to rethink hardware release schedules, and the PS6 could be one of the biggest casualties of this shift.Who are the XoneBros?We are your exclusive Xbox Series X & Game Pass weekly podcast. We are more than just a podcast though, we are a positive gaming and Xbox community. We are a group of friends who love gaming, comics, fantasizing about superpowers, and making lame jokes.We strive to bring you news, informative discussion, and rocking good times on a weekly basis all while discussing the world that is Xbox. We are the brothers you never had and the sisters you always wanted... we are the XoneBros. If you are looking for a positive gaming environment, you are always welcome here!Support Us On YouTubeJoin our DiscordX1TheGamer Daily Xbox News MrMcspicey Know Your Game
February 17, 2026Have you had your dose of The Daily MoJo today? Download the APP HERE"The Smell Of Napalm! | The Daily MoJo Ep:021726"The content covers a range of topics from geopolitical issues like Taiwan's role in US-China relations to personal anecdotes about aging and media nostalgia. It discusses Ghislaine Maxwell's legal troubles, technical challenges with SSDs, and societal perceptions of mental health and identity. The dialogue blends humor with serious commentary, reflecting on personal experiences and broader societal narratives.Phil Bell's Morning Update - Where's the tariff talk?: HEREAllThingsTrains.comAllThingsTrainsPhil on X: HEREDan Andros - host of The QuickStart Podcast and Managing Editor at CBN.com - Makes an excellent point about the drawbacks of ChatGPT.FaithwireCBN NewsYouTubeOur affiliate partners:EMP Shield - Figuring out the odds of a devastating EMP attack on the United States is impossible, but as with any disaster, the chances are NOT ZERO, and could happen any day. This decade has proven that the weird and unexpected is right around the corner. Be prepared - protect your home, vehicle, even your generator - with EMP Shield. You'll save money and protect what's important at the same time!ProtectMyMoJo.com Be prepared! Not scared. Need some Ivermection? Some Hydroxychloroquine? Don't have a doctor who fancies your crazy ideas? We have good news - Dr. Stella Immanuel has teamed up with The Daily MoJo to keep you healthy and happy all year long! Not only can she provide you with those necessary prophylactics, but StellasMoJo.com has plenty of other things to keep you and your body in tip-top shape. Use Promo Code: DailyMoJo to save $$Take care of your body - it's the only one you'll get and it's your temple! We've partnered with Sugar Creek Goods to help you care for yourself in an all-natural way. And in this case, "all natural" doesn't mean it doesn't work! Save 15% on your order with promo code "DailyMojo" at SmellMyMoJo.comCBD is almost everywhere you look these days, so the answer isn't so much where can you get it, it's more about - where can you get the CBD products that actually work!? Certainly, NOT at the gas station! Patriots Relief says it all in the name, and you can save an incredible 40% with the promo code "DailyMojo" at GetMoJoCBD.com!Romika Designs is an awesome American small business that specializes in creating laser-engraved gifts and awards for you, your family, and your employees. Want something special for someone special? Find exactly what you want at MoJoLaserPros.com There have been a lot of imitators, but there's only OG – American Pride Roasters Coffee. It was first and remains the best roaster of fine coffee beans from around the world. You like coffee? You'll love American Pride – from the heart of the heartland – Des Moines, Iowa. AmericanPrideRoasters.com Find great deals on American-made products at MoJoMyPillow.com. Mike Lindell – a true patriot in our eyes – puts his money where his mouth (and products) is/are. Find tremendous deals at MoJoMyPillow.com – Promo Code: MoJo50 Life gets messy – sometimes really messy. Be ready for the next mess with survival food and tools from My Patriot Supply. A 25 year shelf life and fantastic variety are just the beginning of the long list of reasons to get your emergency rations at PrepareWithMoJo50.comStay ConnectedWATCH The Daily Mojo LIVE 7-9a CT: www.TheDailyMojo.com Rumble: HEREOr just LISTEN:The Daily MoJo ChannelBecome a supporter of this podcast: https://www.spreaker.com/podcast/the-daily-mojo-with-brad-staggs--3085897/support.