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⬥EPISODE NOTES⬥Modern application development depends on open source packages moving at extraordinary speed. Paul McCarty, Offensive Security Specialist focused on software supply chain threats, explains why that speed has quietly reshaped risk across development pipelines, developer laptops, and CI environments.JavaScript dominates modern software delivery, and the npm registry has become the largest package ecosystem in the world. Millions of packages, thousands of daily updates, and deeply nested dependency chainsഴ് often exceeding a thousand indirect dependencies per application. That scale creates opportunity, not only for innovation, but for adversaries who understand how developers actually build software.This conversation focuses on a shift that security leaders can no longer ignore. Malicious packages are not exploiting accidental coding errors. They are intentionally engineered to steal credentials, exfiltrate secrets, and compromise environments long before traditional security tools see anything wrong. Attacks increasingly begin on developer machines through social engineering and poisoned repositories, then propagate into CI pipelines where access density and sensitive credentials converge.Paul outlines why many existing security approaches fall short. Vulnerability databases were built for mistakes, not hostile code. AppSec teams are overloaded burning down backlogs. Security operations teams rarely receive meaningful telemetry from build systems. The result is a visibility gap where malicious code can run, disappear, and leave organizations unsure what was touched or stolen.The episode also explores why simple advice like “only use vetted packages” fails in practice. Open source ecosystems move too fast for manual approval models, and internal package repositories often collapse under friction. Meanwhile, attackers exploit maintainer accounts, typosquatting domains, and ecosystem trust to reach billions of downstream installations in a single event.This discussion challenges security leaders to rethink how software supply chain risk is defined, detected, and owned. The problem is no longer theoretical, and it no longer lives only in development teams. It sits at the intersection of intellectual property, identity, and delivery velocity, demanding attention from anyone responsible for protecting modern software-driven organizations.⬥GUEST⬥Paul McCarty, NPM Hacker and Software Supply Chain Researcher | On LinkedIn: https://www.linkedin.com/in/mccartypaul/⬥HOST⬥Sean Martin, Co-Founder at ITSPmagazine and Host of Redefining CyberSecurity Podcast | On LinkedIn: https://www.linkedin.com/in/imsmartin/ | Website: https://www.seanmartin.com⬥RESOURCES⬥LinkedIn Post: https://www.linkedin.com/posts/mccartypaul_i-want-to-introduce-you-to-my-latest-project-activity-7396297753196363776-1N-TOpen Source Malware Database: https://opensourcemalware.comOpenSSF Scorecard Project: https://securityscorecards.dev⬥ADDITIONAL INFORMATION⬥✨ More Redefining CyberSecurity Podcast:
Topics covered in this episode: Deprecations via warnings docs PyAtlas: interactive map of the top 10,000 Python packages on PyPI. Buckaroo Extras Joke Watch on YouTube About the show Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Deprecations via warnings Deprecations via warnings don't work for Python libraries Seth Larson How to encourage developers to fix Python warnings for deprecated features Ines Panker Michael #2: docs A collaborative note taking, wiki and documentation platform that scales. Built with Django and React. Made for self hosting Docs is the result of a joint effort led by the French
89% of jobs will be impacted by AI next year. So what does that mean for services firms in 2026? Pete Buer is joined by Chris Barbin and Michelle Swan of Tercera to break down insights from The New Services Playbook—and why "Services as Software" is reshaping everything from pricing models to delivery. They explore why AI isn't an extinction-level event, how firms are taking share with smaller teams and faster delivery, and what it takes to stay trusted in a world where clients demand outcomes, not hours. Plus: Pete digs into fresh data on workforce shifts and why internal alignment around AI is your new leadership challenge. Download the report here! https://tercera.io/ai-era-services-transformation/ Test your commercial intelligence at www.knownwell.com/30days Watch on YouTube: https://youtu.be/Ni_jHHVHoqI
Welcome to the Veterinary Breakroom! Join Alyssa Watson, DVM, as she sits down with Dr. Caleb Frankel, founder and CEO of Instinct, to talk about the launch of Instinct EMR for Primary Care. After years in the trenches of emergency medicine, where every second counts, Dr. Caleb Frankel grew determined to fix the software frustrations holding veterinary teams back. He reflects on insights gained from expanding into general practice, his take on responsible AI in the clinic, and his perspective on where veterinary software is headed in the next five years.Resources:https://instinct.vet/products/instinct-emr-for-primary-care/https://instinct.vet/https://instinct.vet/webinars/instinct-emr-for-primary-care/Contact:podcast@instinct.vetWhere To Find Us:Website: CliniciansBrief.com/PodcastsYouTube: Youtube.com/@clinicians_briefFacebook: Facebook.com/CliniciansBriefLinkedIn: LinkedIn.com/showcase/CliniciansBrief/Instagram: @Clinicians.BriefX: @CliniciansBriefThe Team:Alyssa Watson, DVM - HostBeth Molleson, DVM - HostAlexis Ussery - Producer & Multimedia SpecialistDisclaimer: This podcast recording represents the opinions of Dr. Alyssa Watson and Dr. Beth Molleson. Content is presented for discussion purposes and should not be taken as medical advice. No guarantee is given regarding the accuracy of any statements or opinions made on the podcast.
Send us a textLinking the Travel Industry is a business travel podcast where we review the top travel industry stories that are posted on LinkedIn by LinkedIn members. We curate the top posts and discuss with them with travel industry veterans in a live session with audience members. You can join the live recording session by visiting BusinessTravel360.comYour Hosts are Riaan van Schoor, Ann Cederhall and Aash ShravahStories covered on this podcast episode include:Airbus warning causes global disruptionsAer Lingus is considering closing it's Manchester base.The BTA welcomes the UK government's decision to freeze rail fares in England next year.Two more airlines cease to operate this week:❌ Latvia'a SmartLynx Airlines Ltd❌ Anchorage based New Pacific AirlinesAmerican Express Global Business Travel is exploring the possibility of a sale.The Venezuelan government revokes the operating licenses of six major international airlines.Ryanair shuts down their Prime membership after it costs them more than they earned from it.The most engaged post of the week is by Dennis Schaal about Capital One wanting to acquire the software that Hopper uses to power Capital One Travel, and to then expand their travel offering.Extra StoriesYou can subscribe to this podcast by searching 'BusinessTravel360' on your favorite podcast player or visiting BusinessTravel360.comThis podcast was created, edited and distributed by BusinessTravel360. Be sure to sign up for regular updates at BusinessTravel360.com - Enjoy!Support the show
This is a recap of the top 10 posts on Hacker News on December 14, 2025. This podcast was generated by wondercraft.ai (00:30): Europeans' health data sold to US firm run by ex-Israeli spiesOriginal post: https://news.ycombinator.com/item?id=46262524&utm_source=wondercraft_ai(01:51): Elevated errors across many modelsOriginal post: https://news.ycombinator.com/item?id=46267385&utm_source=wondercraft_ai(03:13): Hashcards: A plain-text spaced repetition systemOriginal post: https://news.ycombinator.com/item?id=46264492&utm_source=wondercraft_ai(04:35): AI and the ironies of automation – Part 2Original post: https://news.ycombinator.com/item?id=46262816&utm_source=wondercraft_ai(05:56): Kimi K2 1T model runs on 2 512GB M3 UltrasOriginal post: https://news.ycombinator.com/item?id=46262734&utm_source=wondercraft_ai(07:18): GraphQL: The enterprise honeymoon is overOriginal post: https://news.ycombinator.com/item?id=46264704&utm_source=wondercraft_ai(08:40): Ask HN: What Are You Working On? (December 2025)Original post: https://news.ycombinator.com/item?id=46264491&utm_source=wondercraft_ai(10:01): Shai-Hulud compromised a dev machine and raided GitHub org access: a post-mortemOriginal post: https://news.ycombinator.com/item?id=46262021&utm_source=wondercraft_ai(11:23): Claude CLI deleted my home directory and wiped my MacOriginal post: https://news.ycombinator.com/item?id=46268222&utm_source=wondercraft_ai(12:45): 2002: Last.fm and Audioscrobbler Herald the Social WebOriginal post: https://news.ycombinator.com/item?id=46266875&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai
Ukrainske og amerikanske delegerede forhandlede om fred i Berlin. Danmarks største landinspektørfirma har brugt en russisk kode i sin populære software. Nobelprismodtager i advarer mod den kurs Trumps kurs for USA. Jamie Dimon støtter Fed-favorit. Eksperter i advarsel om digital manipulation. Vært: Johanne Fischer (Johanne.fischer@borsen.dk)
In this interview, we talk to Armando Fox about his experience in teaching software engineering at scale. We also cover other topics such as the use of Artificial Intelligence (LLMs) in education and his experience with musical theater.Armando Fox's website: https://www.armandofox.com/Fronteiras da Engenharia de Software website: https://fronteirases.github.io/
This is a recap of the top 10 posts on Hacker News on December 13, 2025. This podcast was generated by wondercraft.ai (00:30): Apple has locked my Apple ID, and I have no recourse. A plea for helpOriginal post: https://news.ycombinator.com/item?id=46252114&utm_source=wondercraft_ai(01:50): VPN location claims don't match real traffic exitsOriginal post: https://news.ycombinator.com/item?id=46257339&utm_source=wondercraft_ai(03:10): Ask HN: How can I get better at using AI for programming?Original post: https://news.ycombinator.com/item?id=46255285&utm_source=wondercraft_ai(04:31): Google removes Sci-Hub domains from U.S. search results due to dated court orderOriginal post: https://news.ycombinator.com/item?id=46251684&utm_source=wondercraft_ai(05:51): I tried Gleam for Advent of CodeOriginal post: https://news.ycombinator.com/item?id=46255991&utm_source=wondercraft_ai(07:11): Computer animator and Amiga fanatic Dick van Dyke turns 100Original post: https://news.ycombinator.com/item?id=46252993&utm_source=wondercraft_ai(08:32): 1300 Still Images from the Animated Films of Hayao Miyazaki's Studio Ghibli (2023)Original post: https://news.ycombinator.com/item?id=46251582&utm_source=wondercraft_ai(09:52): Why Twilio Segment moved from microservices back to a monolithOriginal post: https://news.ycombinator.com/item?id=46257714&utm_source=wondercraft_ai(11:13): YouTube's CEO limits his kids' social media use – other tech bosses do the sameOriginal post: https://news.ycombinator.com/item?id=46253985&utm_source=wondercraft_ai(12:33): LG TV's new software update installed MS Copilot, which cannot be deletedOriginal post: https://news.ycombinator.com/item?id=46255335&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai
Our annual AMA! Join us, ask us questions. ==== Special Thanks to Our Patrons! ==== https://thelinuxcast.org/patrons/ ===== Follow us
fWotD Episode 3145: Commander Keen in Invasion of the Vorticons Welcome to featured Wiki of the Day, your daily dose of knowledge from Wikipedia's finest articles.The featured article for Sunday, 14 December 2025, is Commander Keen in Invasion of the Vorticons.Commander Keen in Invasion of the Vorticons is a three-part episodic side-scrolling platform video game developed by Ideas from the Deep (a precursor to id Software) and published by Apogee Software in 1990 for MS-DOS. It is the first set of episodes of the Commander Keen series. The game follows the titular Commander Keen, an eight-year-old child genius, as he retrieves the stolen parts of his spaceship from the cities of Mars, prevents a recently arrived alien mothership from destroying landmarks on Earth, and hunts down the leader of the aliens, the Grand Intellect, on the alien home planet. The three episodes feature Keen running, jumping, and shooting through various levels while opposed by aliens, robots, and other hazards.In September 1990, John Carmack, while working at programming studio Softdisk, developed a way to implement smooth side-scrolling in video games on IBM-compatible personal computers (PCs), which at the time was the province of video game consoles or more game-focused home computers like the Commodore 64. Carmack and his coworkers John Romero and Tom Hall, along with Jay Wilbur and Lane Roathe, developed a demo of a PC version of Super Mario Bros. 3, but failed to convince Nintendo to invest in a PC port of their game. Soon afterwards, however, they were approached by Scott Miller of Apogee Software to develop an original game to be published through the Apogee shareware model. Hall designed the three-part game, John Carmack and Romero programmed it, Wilbur managed the team, and artist Adrian Carmack helped later in development. The team worked continuously for almost three months on the game, working late into the night at the office at Softdisk and taking their work computers to John Carmack's home to continue developing it.Released by Apogee in December 1990, the trilogy of episodes was an immediate success. Apogee, whose monthly sales had been around US$7,000, made US$30,000 on Commander Keen alone in the first two weeks and US$60,000 per month by June. The first royalty check convinced the development team, then known as Ideas from the Deep, to quit their jobs at Softdisk. The team founded id Software shortly thereafter and went on to produce another four episodes of the Commander Keen series over the next year. The trilogy was lauded by reviewers due to the graphical achievement and humorous style, and id Software went on to develop other successful games, including Wolfenstein 3D (1992) and Doom (1993). The Vorticons trilogy has been released as part of several collections by id and Apogee since its first release, and has been sold for modern computers through Steam since 2007.This recording reflects the Wikipedia text as of 00:42 UTC on Sunday, 14 December 2025.For the full current version of the article, see Commander Keen in Invasion of the Vorticons on Wikipedia.This podcast uses content from Wikipedia under the Creative Commons Attribution-ShareAlike License.Visit our archives at wikioftheday.com and subscribe to stay updated on new episodes.Follow us on Bluesky at @wikioftheday.com.Also check out Curmudgeon's Corner, a current events podcast.Until next time, I'm standard Ivy.
In der dritten und letzten Podcast-Folge mit Michael Jost, dem ehemaligen Chefstrategen des Volkswagen-Konzerns und Gründer von eD-TEC, ging es um die Zukunft der Mobilität – auf der Straße und auf dem Wasser. Wir sprachen darüber, wie sich Besitz, Nutzung und Emotion im Wandel der Branche neu sortieren und warum Markenidentität dabei weiterhin eine zentrale Rolle spielt. Michael betonte, dass das Auto auch in Zukunft mehr bleiben wird als ein reines Fortbewegungsmittel. „Autos sind Antworten auf die Sehnsüchte der Menschen – sie stehen für Identität und Emotion, nicht nur für Funktionalität.“ Der Wandel hin zu flexiblen Nutzungsmodellen wie Pay-per-Use oder Abo-Tarifen sei zwar unausweichlich, doch dürfe dabei die emotionale Bindung zur Marke nicht verloren gehen. Die Zukunft liege für ihn in intelligenten Kombinationen aus Eigentum und Nutzung – mit modularen, tarifbasierten Angeboten, ähnlich wie wir sie bereits vom Smartphone kennen. Ein weiterer Schwerpunkt war die Rolle der Software. Hier zeigte sich Jost realistisch, aber optimistisch: Die europäische Autoindustrie habe Nachholbedarf, müsse aber ihre Architekturen konsolidieren, um langfristig wettbewerbsfähig zu bleiben. „Software ist einfach gesagt und schwer gemacht“, fasste er treffend zusammen. Der Weg hin zu einheitlichen, skalierbaren Systemen sei zwar schmerzhaft, aber notwendig, um die Digitalisierung des Autos wirklich zu meistern. Besonders spannend war Michaels Blick auf den nächsten Transformationsschritt – weg von der Straße, hin aufs Wasser. Mit eD-TEC arbeitet er an der Elektrifizierung des maritimen Bereichs. Sein Ziel: „Electrify the ocean.“ Gemeinsam mit einem internationalen Team hat er ein eigenes Antriebssystem für Hochleistungsboote entwickelt, das durch Effizienz und technologische Raffinesse überzeugt. Der eigens patentierte „Surface Piercing Drive“ ermöglicht hohe Geschwindigkeiten bei vergleichsweise geringem Energieverbrauch. Das erste Boot, ein rund acht Meter langes Performance-RIB mit zwei 200-kW-Motoren, soll bei 30 Knoten lediglich 100 kW Leistung benötigen – genug, um mit einer 100-kWh-Batterie rund eine Stunde vollelektrisch zu fahren. Doch eD-TEC steht für mehr als Technik. Michael verbindet seine maritime Vision mit einem ganzheitlichen Ansatz. In Kroatien entsteht aktuell die erste grid-free Villa – energieautark durch Solaranlage und Batteriespeicher. „Wenn ich ein Haus CO₂-neutral betreiben kann, warum sollte das auf dem Wasser nicht auch funktionieren?“ fragte er rhetorisch. Sein Ziel ist es, eine kleine, aber inspirierende Bewegung anzustoßen, die zeigt, dass nachhaltige Mobilität auch im Luxussegment funktionieren kann. Dabei sieht er die Parallelen zwischen Auto- und Bootsbranche klar: Während Autos in Zyklen von wenigen Jahren gewechselt werden, behalten viele ihr Boot jahrzehntelang. Transformation brauche hier also mehr Geduld – und Pioniergeist. Jost positioniert sich mit eD-TEC bewusst in einer Nische oberhalb von Porsche, um Innovation und Exklusivität zu vereinen. „Wir wollen kein Bootsbauer sein, sondern ein Technologielieferant für die maritime Industrie,“ erklärt er. Am Ende unseres Gesprächs spürte man, dass Michael Jost nicht nur Visionär, sondern auch Realist ist. Seine Projekte zeigen, wie tiefgreifend Mobilität gedacht werden kann – jenseits von Antrieben, hin zu Erlebnissen und Systemen, die Energie, Technik und Emotion verbinden. Nun aber genug der Vorrede – tauchen wir ein in die dritte und letzte Folge mit Michael Jost, in der es um nichts Geringeres geht als die Zukunft der Mobilität auf Straße und Meer.
Talk Python To Me - Python conversations for passionate developers
For years, building interactive widgets in Python notebooks meant wrestling with toolchains, platform quirks, and a mountain of JavaScript machinery. Most developers took one look and backed away slowly. Trevor Manz decided that barrier did not need to exist. His idea was simple: give Python users just enough JavaScript to unlock the web's interactivity, without dragging along the rest of the web ecosystem. That idea became anywidget, and it is quickly becoming the quiet connective tissue of modern interactive computing. Today we dig into how it works, why it has taken off, and how it might change the way we explore data. Episode sponsors Seer: AI Debugging, Code TALKPYTHON PyCharm, code STRONGER PYTHON Talk Python Courses Links from the show Trevor on GitHub: github.com anywidget GitHub: github.com Trevor's SciPy 2024 Talk: www.youtube.com Marimo GitHub: github.com Myst (Markdown docs): mystmd.org Altair: altair-viz.github.io DuckDB: duckdb.org Mosaic: uwdata.github.io ipywidgets: ipywidgets.readthedocs.io Tension between Web and Data Sci Graphic: blobs.talkpython.fm Quak: github.com Walk through building a widget: anywidget.dev Widget Gallery: anywidget.dev Video: How do I anywidget?: www.youtube.com PyCharm + PSF Fundraiser: pycharm-psf-2025 code STRONGER PYTHON Watch this episode on YouTube: youtube.com Episode #530 deep-dive: talkpython.fm/530 Episode transcripts: talkpython.fm Theme Song: Developer Rap
- gridless jua kali miners https://x.com/gridlesscompute/status/1996481192376533218 - bitcoin after hours https://x.com/ericbalchunas/status/1998424357232922883 - India | NPCI Confirms CBDC is Live With Spending Controls The National Payments Corporation of India (NPCI) confirmed that India's digital rupee CBDC is live with partner banks and is being used by the state for subsidy payments. At India Blockchain Week, an NPCI consultant shared that the digital rupee can be restricted for specific purposes, approved merchants, and particular locations. For example, recent transfers of the programmable CBDC for farmers and livestock owners limited purchases to “approved inputs” with geographic tagging enabled. The CBDC is compatible with India's state-run payment system, known as Unified Payment Interface (UPI), enabling users to pay with the digital rupee by scanning existing UPI QR codes. FinancialFreedomReport.org - boss challenge https://bosschallenge.xyz - rawbit https://x.com/rawbit_io/status/1996554245412196553 - ZEUS v0.12.0-beta1 https://primal.net/e/nevent1qqst6gxa5elzzkknaj3f30q8f433xypq6d2g6vjmgh8lgfcg383954sqj25yh - Hash-based Signature Schemes for Bitcoin https://eprint.iacr.org/2025/2203.pdf - farcaster pivot https://primal.net/e/nevent1qqspvqykcqmy45gpewyaryuhuw2zf52uvs3k443p7pea4vgvgm5pqtggjzqsq - australia digital id https://primal.net/e/nevent1qqsgerh7qyrnjf7v7c9mkxeeh57480mun5qs447uyal45g9ss33t5cg4zhnef - new us border rules https://primal.net/e/nevent1qqsvscew4zw5hnygmr2tqhgwe8vgv5cjlfelhqx0tgplwypztuq8frq85sqsz + https://public-inspection.federalregister.gov/2025-22461.pdf - ai glasses face recognition https://x.com/pascal_bornet/status/1997215380423495938 - carvana, $cvna https://finance.yahoo.com/quote/CVNA/ 0:00 - Opening riff 7:00 - Dashboard 16:15 - Gridless 21:10 - Bitcoin AfterDark 33:10 - HRF Story of the Week 40:00 - Boosts 49:35 - Aussie surveillance 55:10 - Software updates 1:20:25 - Border rules 1:27:40 - AI glasses 1:31:10 - Carvana 1:32:00 - Bitcoin Products leak Shoutout to our sponsors: Coinkite https://coinkite.com/ Stakwork https://stakwork.ai/ Obscura https://obscura.net/ Salt of the Earth https://drinksote.com/rhr Follow Marty Bent: Twitter https://twitter.com/martybent Nostr https://primal.net/marty Newsletter https://tftc.io/martys-bent/ Podcast https://tftc.io/podcasts/ Follow Odell: Nostr https://primal.net/odell Newsletter https://discreetlog.com/ Podcast https://citadeldispatch.com/
Gin is a very bad software library by Efron LichtBun SQL injection via error messagesModernizing Reddit's Comment Backend Infrastructure by Katie ShannonInterview with Erik St. Martin & Johnny BoursiquotGopherCon ★ Support this podcast on Patreon ★
This is a recap of the top 10 posts on Hacker News on December 12, 2025. This podcast was generated by wondercraft.ai (00:30): Nokia N900 NecromancyOriginal post: https://news.ycombinator.com/item?id=46239177&utm_source=wondercraft_ai(01:51): Google de-indexed Bear Blog and I don't know whyOriginal post: https://news.ycombinator.com/item?id=46239752&utm_source=wondercraft_ai(03:12): Epic celebrates "the end of the Apple Tax" after court win in iOS payments caseOriginal post: https://news.ycombinator.com/item?id=46245398&utm_source=wondercraft_ai(04:34): SQLite JSON at full index speed using generated columnsOriginal post: https://news.ycombinator.com/item?id=46243904&utm_source=wondercraft_ai(05:55): macOS 26.2 enables fast AI clusters with RDMA over ThunderboltOriginal post: https://news.ycombinator.com/item?id=46248644&utm_source=wondercraft_ai(07:16): The Tor Project is switching to RustOriginal post: https://news.ycombinator.com/item?id=46243543&utm_source=wondercraft_ai(08:38): CRISPR fungus: Protein-packed, sustainable, and tastes like meatOriginal post: https://news.ycombinator.com/item?id=46239629&utm_source=wondercraft_ai(09:59): Koralm RailwayOriginal post: https://news.ycombinator.com/item?id=46242871&utm_source=wondercraft_ai(11:20): Id Software devs form "wall-to-wall" unionOriginal post: https://news.ycombinator.com/item?id=46246845&utm_source=wondercraft_ai(12:42): The tiniest yet real telescope I've builtOriginal post: https://news.ycombinator.com/item?id=46241763&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai
Join Simtheory: https://simtheory.aiGPT-5.2 is here and... it's not great. In this episode, we put OpenAI's latest model through its paces and discover it can't even identify a convicted serial killer when the text literally says "serial killer." We compare it head-to-head with Claude Opus and Gemini 3 Pro (spoiler: they win). Plus, we reflect on the "Year of Agents" that wasn't, why your barber switched to Grok, Disney's billion-dollar investment to use Mickey Mouse in Sora, and why Mustafa Suleyman should probably be fired. Also featuring: the GPT-5.2 diss track where the model brags about capabilities it doesn't have.CHAPTERS:00:00 Intro - GPT-5.2 Drops + Details01:25 First Impressions: Verbose, Overhyped, Vibe-Tuned02:52 OpenAI's Rushed Response to Gemini 303:24 Tool Calling Problems & Agentic Failures04:14 Why Anthropic's Models Just Work Better06:31 The Barber Test: Real Users Are Switching to Grok10:00 The Ivan Milat Vision Test (Serial Killer Edition)17:04 Year of Agents Retrospective: What Went Wrong25:28 The Path to True Agentic Workflows31:22 GPT-5.2 Diss Track (Yes, Really)43:43 Why We're Still Optimistic About AI50:29 Google Bringing Ads to Gemini in 202654:46 Disney Pays $1B to Use Mickey Mouse in Sora56:57 LOL of the Week: Mustafa Suleyman's Sad Tweets1:00:35 Outro & Full GPT-5.2 Diss TrackThanks for listening. Like & Sub. xoxox
This is a recap of the top 10 posts on Hacker News on December 11, 2025. This podcast was generated by wondercraft.ai (00:30): GPT-5.2Original post: https://news.ycombinator.com/item?id=46234788&utm_source=wondercraft_ai(01:52): Patterns.devOriginal post: https://news.ycombinator.com/item?id=46226483&utm_source=wondercraft_ai(03:14): iPhone Typos? It's Not Just You – The iOS Keyboard Is Broken [video]Original post: https://news.ycombinator.com/item?id=46232528&utm_source=wondercraft_ai(04:36): Meta shuts down global accounts linked to abortion advice and queer contentOriginal post: https://news.ycombinator.com/item?id=46230072&utm_source=wondercraft_ai(05:59): UK House of Lords attempting to ban use of VPNs by anyone under 16Original post: https://news.ycombinator.com/item?id=46236738&utm_source=wondercraft_ai(07:21): French supermarket's Christmas advert is worldwide hit (without AI) [video]Original post: https://news.ycombinator.com/item?id=46231187&utm_source=wondercraft_ai(08:43): Craft software that makes people feel somethingOriginal post: https://news.ycombinator.com/item?id=46231274&utm_source=wondercraft_ai(10:05): Rivian Unveils Custom Silicon, R2 Lidar Roadmap, and Universal Hands FreeOriginal post: https://news.ycombinator.com/item?id=46234920&utm_source=wondercraft_ai(11:28): Litestream VFSOriginal post: https://news.ycombinator.com/item?id=46234710&utm_source=wondercraft_ai(12:50): Denial of service and source code exposure in React Server ComponentsOriginal post: https://news.ycombinator.com/item?id=46236924&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai
Looking to fund your startup? If you're new to the process, fundraising can be difficult to navigate. Not only are there a myriad of ways to go about it, but it can be hard to tell whether the tips, tricks, and advice floating around are based on any evidence at all.[This week, I'm turning the mic over to my friends at The Startup Podcast. featuring Carta's head of insights on what you need to know about today's fundraising environment and how AI is affecting valuations, equity, and how companies grow. Here's how they describe this episode...]So, what is the truth?And what are the actual, data-backed insights that can help you choose the best method of fundraising for your own business?Enter: Peter Walker.As Head of Insights at Carta, he has access to, and industry knowledge about, the vast sets of funding data that will help you cut through the noise. Today, he joins Chris and Yaniv in discussing the real data behind startup funding trends in 2025 and the key takeaways you can apply to your own startups.In this episode, you will:Discover why Silicon Valley valuations often hurt founders more than they helpUnderstand how AI startups now account for nearly half of all venture funding, and what that means for non-AI foundersLearn how lean AI-driven teams are reshaping early-stage hiring, with Series A companies shrinking from 25 employees to just 15See why most founders misunderstand SAFE notesExplore why 70% of startup employees never exercise their equityUncover the reasons behind why nearly 40% of startups lose a co-founder within seven yearsGet clarity on founder vesting, equity splits, and why a six-year vesting schedule may protect your company better than fourReframe your goals as a founder: why chasing “life-changing money” isn't the right reason to start a company---Featured voices:Peter Walker - Head of Insights at CartaYaniv Bernstein - Co-host of The Startup PodcastChris Saad - Co-host of The Startup PodcastMe (Dan Blumberg) — I'm the host of CRAFTED. and the founder of Modern Product Minds. HMU if you want to build something great. I love building from zero to one.---And if you please…TAKE THE SURVEY: It'll just take five minutes and I'll give $100 to the charity of choice for one lucky respondentShare with a friend! Word of mouth is by far the most powerful way for podcasts to growSubscribe to the CRAFTED. newsletter at crafted.fmShare your feedback! I'm experimenting with new episode formats and would love your honest feedback on this and other episodes. Email me: dan@modernproductminds.com or DM me on LinkedInSponsor the show? I'm actively speaking to potential sponsors for 2026 episodes. Drop me a line and let's talk.Get psyched!… There are some big updates to this show coming soon!
Spoor's computer vision software can help wind farms, and other industries, track bird populations and migration patterns. Learn more about your ad choices. Visit podcastchoices.com/adchoices
Reselling software gives you many of the benefits of a software business, without the upfront development cost. That means you can enjoy recurring revenue, selling one product to multiple customers, and strong profit margins by white labeling a software tool that already exists. These benefits are what attract many people to starting a SaaS, or software as a service, but you may not need to go through the trouble. After all, there may already be a tool that solves the same problem. Could you become a software reseller instead of a software creator? To help me learn more about reselling software (also known as white labeling), I connected with Chris Lollini. Chris is a self-described “recovering engineer” who started a marketing agency as a side hustle 9 years ago. That agency evolved into a multi-6-figure white labeling operation called Reputation Igniter. The business helps other small businesses earn more positive reviews for their work. And while Chris definitely invested the time in growing his network and roster of monthly customers, it now takes him just 5-10 hours a week to run. Tune in to The Side Hustle Show interview to hear: how Chris got the idea to start white labeling SaaS products how he identified his customer's pain points and provided a SaaS solution the methods he uses to add value and create healthy profit margins Big thanks to my brother Chris for the intro! Full Show Notes: Reselling Software: Don't Start a SaaS — White Label Someone Else's Instead New to the Show? Get your personalized money-making playlist here! Sponsors: Indeed – Start hiring NOW with a $75 sponsored job credit to upgrade your job post! Quo (formerly OpenPhone) — Get 20% off of your first 6 months! Shopify — Sign up for a $1 per month trial! About The Side Hustle Show This is the entrepreneurship podcast you can actually apply! The award-winning small business show covers the best side hustles and side hustle ideas. We share how to start a business and make money online and offline, including online business, side gigs, freelancing, marketing, sales funnels, investing, and much more. Join 100,000+ listeners and get legit business ideas and passive income strategies straight to your earbuds. No BS, just actionable tips on how to start and grow your side hustle. Hosted by Nick Loper of Side Hustle Nation.
FreeBSD 15 release, moving from OpenBSD to FreeBSD, ZFS Boot Environments explained, and more... NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines Welcome to the world FreeBSD 15.0-RELEASE Announcement (https://www.freebsd.org/releases/15.0R/announce/) and Release Notes (https://www.freebsd.org/releases/15.0R/relnotes/) We're (now) moving from OpenBSD to FreeBSD for Firewalls (https://utcc.utoronto.ca/~cks/space/blog/sysadmin/OpenBSDToFreeBSDMove) - Submitted by listener Gary News Roundup ZFS Boot Environments Explained (https://vermaden.wordpress.com/2025/11/25/zfs-boot-environments-explained/) Why I (still) love Linux (https://it-notes.dragas.net/2025/11/24/why-i-still-love-linux/) rocinante - A configuration management tool by the BastilleBSD team (https://github.com/BastilleBSD/rocinante) A Grown-up ZFS Data Corruption Bug (https://github.com/oxidecomputer/oxide-and-friends/blob/master/2025_11_24.md) and YouTube (https://www.youtube.com/watch?v=srKYxF66A0c) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Claudio - A Silent Reflection (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/641/feedback/Claudio%20-%20Reflection.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)
Alicia opens the floor to dozens of ProAdvisors, bookkeepers, and accounting professionals who answered one question at recent conferences: "If I could say one thing to Intuit, it would be..." From concerns about constant software changes and beta testing on live users, to fears about being abandoned as Intuit shifts focus to mid-market and AI, these unfiltered voices reveal the growing tension between a company chasing innovation and the community that built its foundation. The feedback ranges from gratitude to frustration, but one message comes through clearly: the ProAdvisors who made QuickBooks an industry leader are feeling left behind.SponsorsDigits - https://uqb.promo/digits(00:00) - Introduction and Overview (00:20) - Conference Recap and Key Questions (01:07) - Personal Reflections and Gratitude (02:15) - Addressing Criticism and Misconceptions (04:58) - Feedback from the Community (05:38) - AI and Future Features (09:21) - Concerns About Software Stability (11:00) - Call for Stability and Consistency (12:38) - Viral Facebook Rant (24:14) - ProAdvisors' Plea to Intuit (29:19) - Positive Feedback and Gratitude (32:52) - Upcoming Classes and Conclusion Alicia's upcoming classes: Running Reports in QBO, Dec 15: http://royl.ws/Reports?affiliate=5393907, Sponsored by Finatical's Flash Reports (https://finaticalsoftware.com/?utm_campaign=24527397-Royalwise&utm_source=royalwise)Advanced Reporting, Dec 16: royl.ws/advanced-reports?affiliate=5393907, Sponsored by Finatical's Flash Reports (https://finaticalsoftware.com/?utm_campaign=24527397-Royalwise&utm_source=royalwise)We want to hear from you!Send your questions and comments to us at unofficialquickbookspodcast@gmail.com.Join our LinkedIn community at https://www.linkedin.com/groups/14630719/Visit our YouTube Channel at https://www.youtube.com/@UnofficialQuickBooksPodcast?sub_confirmation=1 Sign up to Earmark to earn free CPE for listening to this podcasthttps://www.earmark.app/onboarding
In this episode, Patrick McKenzie (patio11) walks through how perpetual futures work, from funding rates to liquidations to the surprise of automatic deleveraging. Perps are the dominant trading mechanism in crypto (6-8X larger than spot volume) and exist primarily to let exchanges and market makers run casinos more capital-efficiently. He explains why this intellectually interesting innovation probably won't escape crypto, despite what crypto enthusiasts might expect.–Full transcript available here: www.complexsystemspodcast.com/understanding-perpetual-futures/–Sponsor: Framer is a design and publishing platform that collapses the toolchain between wireframes and production-ready websites. Design, iterate, and publish in one workspace. Start free at framer.com/design with code COMPLEXSYSTEMS for a free month of Framer Pro.–Links:Bits about Money, Perpetual futures, explained www.bitsaboutmoney.com/archive/perpetual-futures-explained/ –Timestamps:(00:00) Intro(02:36) Beginning with the problem(06:49) Perps predate crypto but found a home there(08:19) Multiple settlements a day(10:30) Convergence in prices via the basis trade(13:44) Sponsor: Framer(15:11) Leverage and liquidations(18:46) We have altered the terms of your unregulated futures investment contract(21:50) An aside about liquidations(25:14) Will crypto successfully "export" perps
In this no-holds-barred episode of The Fleet Success Show, RTA's VP of Product & Consulting, Marc Canton, is joined by the Fleet Whisperer himself, Steve Saltzgiver, to dissect one of the biggest mistakes fleets make: trying to manage fleet operations through non-fleet systems like ERPs, EAMs, or telematics platforms with maintenance add-ons.Steve shares battle-tested stories from his decades of hands-on fleet leadership, where multi-million dollar companies wasted years and millions trying to shoehorn fleet into systems never meant for it. The two dive deep into the problems with using generic asset systems—and explain exactly why FMIS (Fleet Management Information Systems) like RTA are built to drive wrench time, reduce downtime, and give you clean, reliable data.Whether you're being forced into an ERP, trying to justify an FMIS to leadership, or want real-world ammo to make your case, this episode is your go-to resource. ✅ Key TakeawaysERPs and EAMs are not built for fleet: From 40-click work orders to missing fleet-specific features like VRMS codes and SRT tracking, they cause inefficiency, data loss, and user frustration.FMIS platforms deliver immediate ROI: Purpose-built systems dramatically reduce clicks, improve reporting accuracy, and streamline daily shop workflows.Fleet data needs fleet-first systems: Granular cost tracking, downtime reporting, and shop scheduling require systems designed for mobile assets, not static ones.Politics often drive bad decisions: Leadership's desire for system consolidation often ignores the operational needs of the fleet.Don't go it alone: Independent third-party evaluations can help justify the move to an FMIS.
This is a recap of the top 10 posts on Hacker News on December 10, 2025. This podcast was generated by wondercraft.ai (00:30): Size of LifeOriginal post: https://news.ycombinator.com/item?id=46219346&utm_source=wondercraft_ai(01:52): Rust in the kernel is no longer experimentalOriginal post: https://news.ycombinator.com/item?id=46213585&utm_source=wondercraft_ai(03:15): Valve: HDMI Forum Continues to Block HDMI 2.1 for LinuxOriginal post: https://news.ycombinator.com/item?id=46220488&utm_source=wondercraft_ai(04:37): Israel used Palantir technologies in pager attack in LebanonOriginal post: https://news.ycombinator.com/item?id=46218640&utm_source=wondercraft_ai(06:00): In New York City, congestion pricing leads to marked drop in pollutionOriginal post: https://news.ycombinator.com/item?id=46218725&utm_source=wondercraft_ai(07:23): Auto-grading decade-old Hacker News discussions with hindsightOriginal post: https://news.ycombinator.com/item?id=46220540&utm_source=wondercraft_ai(08:45): Getting a Gemini API key is an exercise in frustrationOriginal post: https://news.ycombinator.com/item?id=46223311&utm_source=wondercraft_ai(10:08): DeepSeek uses banned Nvidia chips for AI model, report saysOriginal post: https://news.ycombinator.com/item?id=46219853&utm_source=wondercraft_ai(11:31): Revisiting "Let's Build a Compiler"Original post: https://news.ycombinator.com/item?id=46214693&utm_source=wondercraft_ai(12:53): I got an Nvidia GH200 server for €7.5k on Reddit and converted it to a desktopOriginal post: https://news.ycombinator.com/item?id=46222237&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai
Steven Fabre is the Co-founder and CEO of Liveblocks.Liveblocks builds ready-made AI copilots and collaboration for your product, and Steven is one of my smartest friends on how people are actually using AI on a day-to-day basis.We talk about what most people get wrong when trying to build AI-native software, how to treat it as more than just a copilot that sits on top of your product, and what he's learned about how large enterprises are actually buying and using AI right now.We also talk through Liveblocks journey of evolving from real-time human collaboration components into one that also incorporates AI, what he's learned going from a designer to a CEO, and how he rebuilt the company after his co-founder stepped away.Thank you to Numeral for supporting this episode. It's the end-to-end platform for sales tax and compliance. Try it here: https://www.numeral.comTimestamps:(2:17) Liveblocks: Infrastructure for people + AI(6:08) Wrong ways to add AI to software(8:05) Why humans and AI must collaborate(12:35) How AI will change software UI(18:58) AI search optimization(26:20) How to get #1 on Product Hunt(32:33) Liveblocks 1.0 to 3.0 evolution(36:40) Why collaboration software is so hard(38:38) How customers use Liveblocks(42:36) Hiring a coach to get better at sales(47:07) Steven's biggest enterprise sales mistakes(50:28) How AI changes GTM and funding milestones(57:57) Going from a designer to a CEO(1:01:06) How Liveblocks first started(1:04:56) Importance of design in company building(1:06:51) Learning to become a CEO(1:12:29) When his co-founder left 5 years in(1:15:49) Becoming stronger hiring a new Head of Engineering(1:22:10) Remote culture: what doesn't work(1:24:08) Remote culture: what does work(1:26:47) Importance of autonomy on remote teams(1:28:05) Most underrated basketball players(1:33:38) ACL injury that kickstarted his first businessReferencedLiveblocks: https://liveblocks.io/Careers at Liveblocks: https://join.team/liveblocksFollow StevenTwitter: https://x.com/stevenfabreLinkedIn: https://www.linkedin.com/in/steven-fabre-5510bb38Follow TurnerTwitter: https://twitter.com/TurnerNovakLinkedIn: https://www.linkedin.com/in/turnernovakSubscribe to my newsletter to get every episode + the transcript in your inbox every week: https://www.thespl.it/
Welcome back to the Alt Goes Mainstream podcast.Today's episode dives into the nuances of enterprise software and how to build a scaled specialist alternative asset manager.We sat down in Vista's NYC office with David Breach, Vista's President and Chief Operating Officer.David sits on Vista's Executive Committee, the firm's governing and decision-making body for matters affecting its overall management and strategic direction as well as the firm's Private Equity Management and Vista's Private Equity Funds' Investment Committees. David is also the Co-CEO of VistaOne, Vista's evergreen private equity vehicle, and serves on the Investment Committee and Board of Directors. He also sits on the boards of Vista portfolio companies Jamf, Solera, and Stats Perform.David, who has been instrumental in helping the firm chart its growth path to over $100B in AUM, joined Vista in 2014 after as a career as a Partner at law firm Kirkland & Ellis, where his practice focused on the representation of private equity funds in all aspects of their business. David was a member of K&E's 15-person global executive management committee and a founding partner of its San Francisco office.David and I had a fascinating and thought-provoking conversation about private markets and Vista's evolution as a firm: How and why Vista has become a “scaled specialist.”The journey from $13B in AUM to $100B.The opportunity in enterprise software investing and how enterprise software is an expanding market opportunity.The reason why Vista decided to build out a dedicated wealth solutions business.How firms can differentiate in the wealth channel.How firms can be measured and thoughtful with how they build evergreen solutions.The opportunity for large companies to adopt GenAI for cost-savings and revenue generation.The skills that might be valuable in the age of AI.Thanks David for coming on the show to share your wisdom and expertise in private markets.Show Notes00:00 Introduction to our Sponsor, Ultimus01:59 Welcome to the Alt Goes Mainstream Podcast02:07 Introducing David Breach03:30 David Breach's Career Journey05:22 Transition to Vista Equity Partners06:03 Joining Vista and Initial Impressions06:30 Vista's Vision and Growth09:03 Operational Excellence at Vista10:35 Investment Strategy and Alignment13:27 Scaling Vista's Operations16:44 Building Vista's Wealth Business17:04 Vista's Core Values and DNA19:29 Strategic Decisions in Wealth Management20:19 Educating on the Wealth Space20:46 Modeling and Investment Decisions21:42 Hiring and Team Building22:07 Balancing Opportunity and Capacity22:29 Evaluating Firm's Commitment23:47 Institutional Investors' Concerns24:48 Addressing Investor Concerns25:22 Industry Trends in Private Markets26:16 The Growth of Private Software Companies28:46 The Resilience of Software Businesses29:36 Diversification in Software Investments30:33 The Role of Generative AI in Software32:54 Operational Improvements with GenAI33:32 Product Enhancements with GenAI33:49 Agentification of Software34:51 Financial Impact of AI on Software Companies36:41 GenAI in Middle Market Companies37:25 Vista's Edge in GenAI38:27 CEO Perspectives on GenAI39:04 Encouraging AI Adoption in Companies42:37 The Human Element in the Age of AI43:26 Preparing Teams for AI Integration45:37 Advising Wealth Managers on GenAI48:26 Vista's Vision for the Future49:49 Building a Software Investing Factory50:42 Excitement for the FutureEditing and post-production work for this episode was provided by The Podcast Consultant.A word from AGM podcast sponsor, Ultimus Fund SolutionsThis episode of Alt Goes Mainstream is brought to you by Ultimus Fund Solutions, a leading full-service fund administrator for asset managers in private and public markets. As private markets continue to move into the mainstream, the industry requires infrastructure solutions that help funds and investors keep pace. In an increasingly sophisticated financial marketplace, investment managers must navigate a growing array of challenges: elaborate fund structures, specialized strategies, evolving compliance requirements, a growing need for sophisticated reporting, and intensifying demands for transparency.To assist with these challenging opportunities, more and more fund sponsors and asset managers are turning to Ultimus, a leading service provider that blends high tech and high touch in unique and customized fund administration and middle office solutions for a diverse and growing universe of over 450 clients and 1,800 funds, representing $500 billion assets under administration, all handled by a team of over 1,000 professionals. Ultimus offers a wide range of capabilities across registered funds, private funds and public plans, as well as outsourced middle office services. Delivering operational excellence, Ultimus helps firms manage the ever-changing regulatory environment while meeting the needs of their institutional and retail investors. Ultimus provides comprehensive operational support and fund governance services to help managers successfully launch retail alternative products.Visit www.ultimusfundsolutions.com to learn more about Ultimus' technology enhanced services and solutions or contact Ultimus Executive Vice President of Business Development Gary Harris on email at gharris@ultimusfundsolutions.com.We thank Ultimus for their support of alts going mainstream.
The stealthy startup plans to use a network of satellites to harvest sunlight and send it to Earth using infrared lasers. A new software option could make it possible to see the approximate location of some of Nvidia's AI chips. Learn more about your ad choices. Visit podcastchoices.com/adchoices
רן ואיתי מדברים על DLP (Data Loss Prevention) וכיצד ניתן לשלב טכנולוגיות AI ו-Machine Learning כדי לשפר את ההגנה על מידע רגיש בארגונים. איתי משתף את ניסיונו בחברת Mind, מסביר על האתגרים וההזדמנויות בתחום הסייבר סקיוריטי, ומדבר על תהליך הפיתוח והאימון של מודלים שונים. בפרק זה נדונה השפעת ה-AI על תהליכי פרודקשן, היתרונות של NVIDIA Triton בניהול מודלים שונים, שיפור ביצועים עם מודלים שונים, תהליכי סריקה ו-classification, ניהול תהליכים בזמן אמת, אתגרים בניהול משאבים, שימוש בטכנולוגיות לניהול תהליכים וזיהוי סוגי מסמכים שונים. כמו כן, הוצגה החברה Mind והזדמנויות הגיוס שלה.נקודות מפתח:DLP היא תוכנית קריטית במניעת דליפת מידע רגיש.AI יכול לשפר את יכולות ה-DLP בצורה משמעותית.האתגרים בתחום הסייבר סקיוריטי הולכים ומתרבים עם הזמן.החלטות טכנולוגיות צריכות להתבסס על צרכי הלקוח והסביבה.אימון מודלים הוא תהליך מתמשך שדורש פידבק מתמיד.שימוש בכלים קיימים יכול לחסוך זמן ומשאבים.הבנת סוגי המידע הרגיש היא קריטית לפיתוח פתרונות DLP.הבחירה בין AI in-house לבין צד שלישי היא קריטית.הכנת דאטה איכותי היא שלב חשוב בפיתוח מודלים.היכולת של מודלים קטנים לזהות מידע רגיש יכולה להיות גבוהה. עשינו מחקר גדול על איך עושים AI בפרודקשן.בחרנו להריץ את המודלים מעל NVIDIA Triton.Triton יודע להריץ סוגים שונים של מודלים.היתרון של Triton הוא ניהול מודלים שונים בסביבת פרודקשן.הוספנו שכבה של מודל RNN לשיפור הביצועים.יש לנו תהליכים של סריקה בריל טיים.האתגרים שלנו כוללים ניהול משאבים בצורה יעילה.השתמשנו בטכנולוגיות לניהול תהליכים כמו Temporal.השתמשנו בוקטור סימילריטי לזיהוי סוגי מסמכים.זמנים:00:00 היכרות עם איתי ו-Mind02:00 מה זה DLP ולמה זה חשוב?04:43 אתגרים והזדמנויות ב-DLP עם AI07:18 החלטות טכנולוגיות: AI in-house מול צד שלישי10:18 מודלים של AI: איך לבחור ולפרוס?12:13 תהליך הפיתוח והאימון של מודלים19:05 סקל ויעילות: איך זה עובד בפועל?19:24 הבנת עולם ה-AI בפרודקשן21:28 היתרונות של NVIDIA Triton23:02 שיפור ביצועים עם מודלים שונים25:54 תהליכי סריקה ו-classification28:29 ניהול תהליכים בזמן אמת30:39 אתגרים בניהול משאבים31:59 שימוש בטכנולוגיות לניהול תהליכים35:08 זיהוי סוגי מסמכים שונים36:54 הזדמנויות גיוס בחברת Mind[קישור לקובץ mp3] האזנה נעימה!
This is a recap of the top 10 posts on Hacker News on December 09, 2025. This podcast was generated by wondercraft.ai (00:30): Show HN: Gemini Pro 3 hallucinates the HN front page 10 years from nowOriginal post: https://news.ycombinator.com/item?id=46205632&utm_source=wondercraft_ai(01:52): Ask HN: Should "I asked $AI, and it said" replies be forbidden in HN guidelines?Original post: https://news.ycombinator.com/item?id=46206457&utm_source=wondercraft_ai(03:15): 10 Years of Let's EncryptOriginal post: https://news.ycombinator.com/item?id=46208962&utm_source=wondercraft_ai(04:38): Horses: AI progress is steady. Human equivalence is suddenOriginal post: https://news.ycombinator.com/item?id=46199723&utm_source=wondercraft_ai(06:01): Mistral releases Devstral2 and Mistral Vibe CLIOriginal post: https://news.ycombinator.com/item?id=46205437&utm_source=wondercraft_ai(07:24): Handsdown one of the coolest 3D websitesOriginal post: https://news.ycombinator.com/item?id=46206531&utm_source=wondercraft_ai(08:46): PeerTube is recognized as a digital public good by Digital Public Goods AllianceOriginal post: https://news.ycombinator.com/item?id=46207464&utm_source=wondercraft_ai(10:09): Pebble Index 01 – External memory for your brainOriginal post: https://news.ycombinator.com/item?id=46205661&utm_source=wondercraft_ai(11:32): If you're going to vibe code, why not do it in C?Original post: https://news.ycombinator.com/item?id=46207505&utm_source=wondercraft_ai(12:55): The universal weight subspace hypothesisOriginal post: https://news.ycombinator.com/item?id=46199623&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai
26,000 people are being told that their computers are infected with a software stealing their sensitive information. The National Cyber Security Centre took the unusual step of sending emails to all addresses identified as having the malware today. It says Lumma Stealer is typically found on devices using Microsoft Windows operating systems. The latest attack is no surprise to a cyber security expert, who says cyber criminals aren't slowing down. Aura Information Security general manager Patrick Sharp spoke to Lisa Owen.
Chris, Ade and Jeremiah explore the ways new technology can help you make fantastic photos.
In this episode of Bonfire Conversations, host I down with Hugo Martin, the acclaimed Game Director behind*DOOM (2016), DOOM Eternal, and DOOM: The Dark Ages. Together, we explore the creative evolution of the modern DOOM trilogy, the philosophy behind making something truly “badass,” and the design decisions that shaped one of the most influential first-person shooter franchises in history.Hugo shares stories from his childhood, his early journey into game development, and the breakthrough moments that brought him to id Software. He explains how he tests ideas, builds emotional impact through gameplay, reinvents DOOM's identity with each entry, and pushes combat design into bold new territory. They also discuss the legacy of DOOM as it reaches its 32-year milestone, the challenges of carrying a cultural icon forward, and the creative risks behind The Dark Ages.The conversation ends with the “Penny for Your Thoughts” segment, where Hugo answers personal and imaginative questions about creativity, habits, favorite films, top games, dream directors for a DOOM movie, and more.Bonfire Conversations is available on YouTube and all major podcast platforms. Subscribe for more in-depth conversations with the most influential voices in entertainment, games, and pop culture.Chapters:00:00 Intro & The "Badass" Philosophy02:04 Childhood & 80s Pop Culture04:51 The Birth of Gaming: Atari to Nintendo06:44 The Journey to Game Development07:05 Early Art Training & Illustration09:02 Pratt Institute & Concept Art10:44 Art Center Degree Decision12:42 Freelancing (Wizards of the Coast, MTV)14:38 Overcoming Imposter Syndrome16:44 First Big Break: Naughty Dog18:43 From Pacific Rim to ID Software19:01 The Philosophy of "Luck"19:47 The Creative Process: Research & The Teapot Story28:15 How to Design "Badass"29:11 Inspiration for the Doom Slayer37:10 The One Rule: Make Them Feel Something40:53 The Theme of Doom: The Dark Ages41:58 The Brilliant Idea Hugo Abandoned47:02 Reading vs. Audiobooks48:20 Dream Director for a DOOM Movie59:39 Conclusion#hugomartin #doom #gamedevelopment
This show has been flagged as Clean by the host. Today I will list and talk briefly about software related to photography that I have installed on my computer. DigiKam https://www.digikam.org/ RawTherapee https://rawtherapee.com/ GIMP https://www.gimp.org/ Rapid Photo Downloader https://damonlynch.net/rapid/index.html PIX https://github.com/linuxmint/pix VueScan https://www.hamrick.com/ Entangle https://entangle-photo.org/ DisplayCAL https://displaycal.net/ DarkTable https://www.darktable.org/ Provide feedback on this episode.
Meet the operating system behind the global box office. We’re with Stuart Dickinson, CEO of Vista Group, a Kiwi software provider serving almost half the world’s major movie theatre chains. Stuart explains how Vista handles over $15 billion USD in transactions annually, with the shift from simple coke and popcorn sales to luxury dining and beverage service. Hear about Vista's transformation to a higher-margin Software as a Service (SaaS) subscription model and the associated risks and opportunities. Find out about the real impact of streaming, why a theatrical release is still good for a film’s bottom line, and why theaters love horror movies. Plus, the financial metrics retail investors should watch to track Vista’s ongoing transformation. Plus, Stuart explains his confidence in the future of the cinema experience—even in the Netflix age. For more or to watch on YouTube—check out http://linktr.ee/sharedlunchShared Lunch is brought to you by Sharesies Australia Limited (ABN 94 648 811 830; AFSL 529893) in Australia and Sharesies Limited (NZ) in New Zealand. It is not financial advice. Information provided is general only and current at the time it’s provided, and does not take into account your objectives, financial situation and needs. We do not provide recommendations and you should always read the disclosure documents available from the product issuer before making a financial decision. Our disclosure documents and terms and conditions—including a Target Market Determination and IDPS Guide for Sharesies Australian customers—can be found on our relevant Australian or NZ website. Investing involves risk. You might lose the money you start with. If you require financial advice, you should consider speaking with a qualified financial advisor. Past performance is not a guarantee of future performance. Appearance on Shared Lunch is not an endorsement by Sharesies of the views of the presenters, guests, or the entities they represent. Their views are their own.See omnystudio.com/listener for privacy information.
Hovat, a trusted name in food packaging solutions, recently transformed its production and stock control systems by implementing modern MRP software. “When I joined, they used software developed in the 70s. It was originally used to record stock for the Vietnam War,” says Head of Finance, Colin Britton. You can learn more in this episode or read about it on our blog For more information about the MRPeasy software, visit our website: mrpeasy.com
Originally published on the a16z Infra podcast. We're resurfacing it here for our main feed audience.AI coding is already actively changing how software gets built.a16z Infra Partners Yoko Li and Guido Appenzeller break down how "agents with environments" are changing the dev loop; why repos and PRs may need new abstractions; and where ROI is showing up first. We also cover token economics for engineering teams, the emerging agent toolbox, and founder opportunities when you treat agents as users, not just tools. Resources:Follow Yoko on X: https://x.com/stuffyokodrawsFollow Guido on X: https://x.com/appenz Stay Updated:If you enjoyed this episode, be sure to like, subscribe, and share with your friends!Find a16z on X: https://x.com/a16zFind a16z on LinkedIn: https://www.linkedin.com/company/a16zListen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYXListen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711Follow our host: https://x.com/eriktorenbergPlease note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see http://a16z.com/disclosures Stay Updated:Find a16z on XFind a16z on LinkedInListen to the a16z Show on SpotifyListen to the a16z Show on Apple PodcastsFollow our host: https://twitter.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
Modern software relies heavily on open source dependencies, often pulling in thousands of packages maintained by developers all over the world. This accelerates innovation but also creates serious supply chain risks as attackers increasingly compromise popular libraries to spread malware at scale. Feross Aboukhadijeh is the founder and CEO of Socket which is a security The post Blocking Software Supply Chain Attacks with Feross Aboukhadijeh appeared first on Software Engineering Daily.
Topics covered in this episode: PEP 798: Unpacking in Comprehensions Pandas 3.0.0rc0 typos A couple testing topics Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Training The Complete pytest Course Patreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: PEP 798: Unpacking in Comprehensions After careful deliberation, the Python Steering Council is pleased to accept PEP 798 – Unpacking in Comprehensions. Examples [*it for it in its] # list with the concatenation of iterables in 'its' {*it for it in its} # set with the union of iterables in 'its' {**d for d in dicts} # dict with the combination of dicts in 'dicts' (*it for it in its) # generator of the concatenation of iterables in 'its' Also: The Steering Council is happy to unanimously accept “PEP 810, Explicit lazy imports” Brian #2: Pandas 3.0.0rc0 Pandas 3.0.0 will be released soon, and we're on Release candidate 0 Here's What's new in Pands 3.0.0 Dedicated string data type by default Inferred by default for string data (instead of object dtype) The str dtype can only hold strings (or missing values), in contrast to object dtype. (setitem with non string fails) The missing value sentinel is always NaN (np.nan) and follows the same missing value semantics as the other default dtypes. Copy-on-Write The result of any indexing operation (subsetting a DataFrame or Series in any way, i.e. including accessing a DataFrame column as a Series) or any method returning a new DataFrame or Series, always behaves as if it were a copy in terms of user API. As a consequence, if you want to modify an object (DataFrame or Series), the only way to do this is to directly modify that object itself. pd.col syntax can now be used in DataFrame.assign() and DataFrame.loc() You can now do this: df.assign(c = pd.col('a') + pd.col('b')) New Deprecation Policy Plus more - Michael #3: typos You've heard about codespell … what about typos? VSCode extension and OpenVSX extension. From Sky Kasko: Like codespell, typos checks for known misspellings instead of only allowing words from a dictionary. But typos has some extra features I really appreciate, like finding spelling mistakes inside snake_case or camelCase words. For example, if you have the line: *connecton_string = "sqlite:///my.db"* codespell won't find the misspelling, but typos will. It gave me the output: *error: `connecton` should be `connection`, `connector` ╭▸ ./main.py:1:1 │1 │ connecton_string = "sqlite:///my.db" ╰╴━━━━━━━━━* But the main advantage for me is that typos has an LSP that supports editor integrations like a VS Code extension. As far as I can tell, codespell doesn't support editor integration. (Note that the popular Code Spell Checker VS Code extension is an unrelated project that uses a traditional dictionary approach.) For more on the differences between codespell and typos, here's a comparison table I found in the typos repo: https://github.com/crate-ci/typos/blob/master/docs/comparison.md By the way, though it's not mentioned in the installation instructions, typos is published on PyPI and can be installed with uv tool install typos, for example. That said, I don't bother installing it, I just use the VS Code extension and run it as a pre-commit hook. (By the way, I'm using prek instead of pre-commit now; thanks for the tip on episode #448!) It looks like typos also publishes a GitHub action, though I haven't used it. Brian #4: A couple testing topics slowlify suggested by Brian Skinn Simulate slow, overloaded, or resource-constrained machines to reproduce CI failures and hunt flaky tests. Requires Linux with cgroups v2 Why your mock breaks later Ned Badthelder Ned's taught us before to “Mock where the object is used, not where it's defined.” To be more explicit, but probably more confusing to mock-newbies, “don't mock things that get imported, mock the object in the file it got imported to.” See? That's probably worse. Anyway, read Ned's post. If my project myproduct has user.py that uses the system builtin open() and we want to patch it: DONT DO THIS: @patch("builtins.open") This patches open() for the whole system DO THIS: @patch("myproduct.user.open") This patches open() for just the user.py file, which is what we want Apparently this issue is common and is mucking up using coverage.py Extras Brian: The Rise and Rise of FastAPI - mini documentary “Building on Lean” chapter of LeanTDD is out The next chapter I'm working on is “Finding Waste in TDD” Notes to delete before end of show: I'm not on track for an end of year completion of the first pass, so pushing goal to 1/31/26 As requested by a reader, I'm releasing both the full-so-far versions and most-recent-chapter Michael: My Vanishing Gradient's episode is out Django 6 is out Joke: tabloid - A minimal programming language inspired by clickbait headlines
Hoje o papo é sobre o GitHub Spec Kit! Neste episódio, mergulhamos na nova ferramenta do GitHub que vem dando o que falar quando o assunto é documentação e desenvolvimento. Vem ver quem participou desse papo: André David, o host que fala de tecnologias que estão por todas as partes Yago Oliveira, Coordenador de Conteúdo Técnico na Alura Bruno Germano, Dev Rel na Azion Mayumi Shingaki, Tech Lead no Banco Itaú
Author of No BS Strategy, Alex M H Smith, rejoined me on Ditching Hourly to help define a very important word that few business people understand correctly.Chapters(00:00) - Introduction and Welcome (00:11) - Guest Introduction: Alex Smith (01:30) - Understanding Business Strategy (02:02) - The Misunderstood Concept of Value (04:15) - Creating Value in Business (07:55) - Innovating Beyond Traditional Value (13:01) - Practical Examples and Market Research (18:14) - Unique Value Proposition (29:23) - Understanding Differentiation in Business (29:56) - The Importance of Unique Positioning (30:36) - Consulting Strategies and Unique Differences (31:32) - Examples of Effective Differentiation (33:23) - The Role of Specialization in Strategy (38:30) - Embracing Weaknesses for Strategic Advantage (40:53) - Balancing Specialization and Market Reach (41:51) - The Pitfalls of Over-Niching (48:28) - Rooting in Recognizable Categories (53:20) - Conclusion and Resources Guest LinksAlex's free resources » https://basicarts.org/welcome/Alex's book » https://basicarts.org/book/Alex's mailing list » https://basicarts.org/articles/Alex's LinkedIn » https://www.linkedin.com/in/alex-m-h-smith/ ----Do you have questions about how to improve your business? Things like:Value pricing your work instead of billing for your time?Positioning yourself as the go-to person in your space?Productizing your services so you never have to have another awkward sales call or spend hours writing another custom proposal?Book a one-on-one coaching call with me and get answers to these questions and others in the time it takes to get ready for work in the morning.Best of all, you're covered by my 100% satisfaction guarantee. If at the end of the call, you don't feel like it was worth it, just say the word, and I'll refund your purchase in full.To book your one-on-one coaching call, go to: https://jonathanstark.com/callI hope to see you there!
This is a recap of the top 10 posts on Hacker News on December 08, 2025. This podcast was generated by wondercraft.ai (00:30): The fuck off contact pageOriginal post: https://news.ycombinator.com/item?id=46189994&utm_source=wondercraft_ai(01:52): GitHub Actions has a package manager, and it might be the worstOriginal post: https://news.ycombinator.com/item?id=46189692&utm_source=wondercraft_ai(03:14): Microsoft has a problem: lack of demand for its AI productsOriginal post: https://news.ycombinator.com/item?id=46194615&utm_source=wondercraft_ai(04:37): IBM to acquire ConfluentOriginal post: https://news.ycombinator.com/item?id=46192130&utm_source=wondercraft_ai(05:59): Icons in Menus Everywhere – Send HelpOriginal post: https://news.ycombinator.com/item?id=46196688&utm_source=wondercraft_ai(07:21): Jepsen: NATS 2.12.1Original post: https://news.ycombinator.com/item?id=46196105&utm_source=wondercraft_ai(08:44): Microsoft increases Office 365 and Microsoft 365 license pricesOriginal post: https://news.ycombinator.com/item?id=46192186&utm_source=wondercraft_ai(10:06): NVIDIA frenemy relation with OpenAI and OracleOriginal post: https://news.ycombinator.com/item?id=46196076&utm_source=wondercraft_ai(11:28): Strong earthquake hits northern Japan, tsunami warning issuedOriginal post: https://news.ycombinator.com/item?id=46192846&utm_source=wondercraft_ai(12:51): Paramount launches hostile bid for Warner BrosOriginal post: https://news.ycombinator.com/item?id=46192459&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai
The National Cyber Security Centre says the malware, known as Lumma Stealer, is designed to steal sensitive information including email address and passwords.
Ian and Aaron discuss all things AI this week - from Claude Max to pairing Gemini with Claude to why people want to code but they don't want to sell and so much more. Plus Aaron's secret soccer past and why the game (of getting a job) isn't fair.Sponsored by Bento, Flare, Ittybit, tldraw, OG Kit, Tighten, and NusiiInterested in sponsoring Mostly Technical? Head to https://mostlytechnical.com/sponsor to learn more.(00:00) - OD on AI (09:40) - Product vs Distribution (15:29) - Alcove (21:21) - What's Ian Building With AI? (27:18) - Using Claude With Gemini? (37:38) - Google or ChatGPT? (46:51) - Old Puritan Aaron (58:21) - The Game Is Unfair (01:03:20) - What's New With Database School? (01:07:13) - Sportsball! Links:Claude MaxAaron's tweet about a design tool he builtAlcoveLaravel Wrapped 2025Radix ColorsAmpCodeRabbitPrimeagen - 1 year, no jobHassan Nazari
In this mind-bending episode of SaaS Fuel, Jeff Mains chats with Darren Milne, co-founder and CEO of VividQ, about the future of holographic displays and how true 3D experiences will revolutionize everything from automotive HUDs to the way we watch TV, work, and interact with AI. Darren Milne unpacks his journey from academia to entrepreneurship, describes the defining moment when he saw a real hologram for the first time, and outlines how his team is making science fiction a reality—including progress toward room-scale “holodecks.” Along the way, you'll learn practical lessons about bridging science and commercialization, building successful licensing models, scaling with partnerships, and staying grounded while pursuing world-changing innovation.Key Takeaways00:00 "Holographic AI Revolution"05:15 From Academia to Business Shift14:08 "Holographic Display Business Strategy"19:31 Automotive HUDs: Future-Ready Adaptability24:48 "VR Nausea Explained by Science"29:41 Building-Sized Holograms Revolution32:57 "Creating Our Own Category"42:25 "Software-Driven Hardware Control"47:05 "Challenges of Licensing Innovation"51:59 "Rethinking Growth and Investment"56:05 "Epic Holographic Display Project"01:02:20 "Insights, AI Growth, and Holodecks"Tweetable Quotes“Sometimes, in the pursuit of knowledge, you need a lot more money—and the way to get that is to create things people want to buy.” — Darren Milne“The cars are all different, but with holography, the HUD doesn't have to be. Software solves what used to take an assembly line.” — Darren Milne “Every time I show a real hologram demo, people still ask if it's fake. Once you see it, everything changes.” — Darren Milne“You don't need to build all the hardware to win big—sometimes licensing your tech brings more scale and staying power.” — Darren Milne“If money were no object, I'd build the holodeck—an entire room of interactive holograms for training, gaming, everything.” — Darren Milne“We thought building-sized holograms required new tech, but turns out we could do it with off-the-shelf laptop screens…and a lot of them.” — Darren Milne SaaS Leadership LessonsEmbrace Mindset ShiftsMoving from academia to entrepreneurship means valuing impact as much as knowledge. Sometimes, making ideas real requires leaving comfort zones.Specialize, Then DelegateYou can't be both the chief researcher and the chief executive for long. Recognize your strengths and trust your team to handle complementary roles.Validate with Partners, Not Just ProductEarly commercial traction can come from licensing and partnerships, especially when full-scale manufacturing or hardware isn't feasible.Solve for ROI, Not Just CoolnessCustomers may love new tech, but recurring revenue comes from solving their biggest, most overlooked pain (e.g., HUD manufacturing savings).Don't Hire for Vanity, Hire for NecessityRapid hiring because “everyone else is scaling” can lead to layoffs and wasted resources if the technology isn't ready for mass adoption.Stay Resilient & HonestLong sales cycles and the need to “build the category” require grit. When mistakes happen (such as premature scaling), own them, learn, and course correct.Guest Resourceshttps://www.vividq.com/https://www.linkedin.com/in/darran-milne/Episode SponsorThe Captain's KeysSmall Fish, Big Pond – https://smallfishbigpond.com/ Use the promo code...
In this episode of Thought Behind Things, we sit down with Shane and Adnan, founders of Software Finder — a global marketplace for buying and selling software, like an OLX for software buyers.With 350+ employees across 4 countries and more than 250,000 targeted monthly visitors, Software Finder has quietly become one of Pakistan's most successful B2B platforms without hype, foreign celebrity founders, or Silicon Valley experience.In This Episode:The story of building Software FinderWhy couples building startups must sacrifice comfortDecline of SEO traffic and the rise of AI searchScaling 350+ employees and 250 digital marketersThe future of software marketplaces & enterprise SaaS buyingAnd what Pakistan needs to succeed in a post-AI worldThis episode is a first-hand look into Pakistan's fastest-growing SaaS marketplace, its digital marketing engine, and how AI is reshaping search, discovery, and software buying forever.Socials:TBT's Instagram: https://www.instagram.com/thoughtbehindthings/TBT's TikTok: https://www.tiktok.com/@tbtbymuzamilTBT's Facebook: https://www.facebook.com/thoughtbehindthingsTBT Clips: https://www.youtube.com/@tbtpodcastclipsMuzamil's Instagram: https://www.instagram.com/muzamilhasan/Muzamil's LinkedIn: https://www.linkedin.com/in/muzamilhasan/Shane's LinkedIn: https://www.linkedin.com/in/shane-elahi-22a46835/Adnan's LinkedIn: linkedin.com/in/adnan-malikEndeavor's LinkedIn: https://www.linkedin.com/company/endeavor-pakistanCredits:Executive Producer: Syed Muzamil Hasan ZaidiAssociate Producer: Saad ShehryarPublisher: Talha ShaikhEditor: Jawad Sajid
GFA 478. Mike Michelini interviews Danan Coleman on a yacht in Phuket about 2026 e-commerce trends, breakthrough software tools, AI automation, and TikTok Shop's rise. The post Yacht Version: Future Trends & Software in E-Commerce with Danan Coleman appeared first on Global From Asia.
Elon Musk has declared war on the EU because of a small fine. Netflix really wants to buy WB, but Paramount might weasel in with a counter offer. Meta has delayed their AR glasses another year. The iPhone Air continues to flop. And we have to chat about this cute new tablet in my office! Let's get our tech week started right! -- Show Notes and Links https://somegadgetguy.com/b/4Zu Support Talking Tech with SomeGadgetGuy by contributing to their tip jar: https://tips.pinecast.com/jar/talking-tech-with-somegadgetgu Find out more at https://talking-tech-with-somegadgetgu.pinecast.co This podcast is powered by Pinecast. Try Pinecast for free, forever, no credit card required. If you decide to upgrade, use coupon code r-c117ce for 40% off for 4 months, and support Talking Tech with SomeGadgetGuy.
This episode tackles the complex challenge of applying the hardware-centric clauses of ISO 13485 to Software as a Medical Device (SaMD). Adnan Ashfaq, founder of Simply Medica, joins Etienne Nichols to dissect how traditional standards intended for physical manufacturing must be creatively interpreted for the virtual world of software development, where apps update weekly and cloud-based systems evolve in real-time. The conversation zeroes in on the often-muddy areas of production and service provision (Clause 7.5), emphasizing that these clauses are far from non-applicable, requiring a "virtual manufacturing space" mindset.A significant focus is placed on the Software of Unknown Provenance (SOUP), treating these building blocks as purchased components that require robust supplier evaluation and validation, bridging Clause 7.5 (production) with Clause 7.4 (purchasing). The discussion extends to crucial concepts like the Software Bill of Materials (SBoM), the complexity of Agile vs. Waterfall approaches within the standard's framework, and the essential role of the new FDA Computer Software Assurance (CSA) guidance in risk assessment.Beyond production, the experts explore the application of resource management (Clause 6), specifically addressing infrastructure, contamination control (malware/ransomware), and the critical need for a well-documented Design Transfer to Production (Clause 7.3.8) evidenced by a complete software release package, including all 62304 requirements. The episode provides actionable insights for quality and compliance professionals struggling to maintain speed and innovation while strictly adhering to regulatory requirements.Key Timestamps01:45 - The changing landscape: Why traditional MedTech rules struggle with modern software updates.03:50 - Historical context of ISO 13485 and its non-distinction between hardware/software.05:05 - Starting Point: Clause 7.5 (Production and Service Provision) and the "Virtual Manufacturing Space" concept.06:20 - Unpacking Software of Unknown Provenance (SOUP) and its link to Clause 7.4 (Purchasing).08:35 - The necessity of validating the development environment (GitHub/GitLab) and building blocks.11:10 - Applying Clause 4.1.6 (Software Validation) to SOUP items and master validation plans.12:20 - Applicable vs. Non-Applicable Clauses: Sterilization/Cleanliness vs. Installation.13:55 - Clause 4.2.3 (Medical Device File) for SaMD: E-labels, UDI, System Architecture, and SBoM.16:30 - Cybersecurity controls and the manufacturer's responsibility for identifying state-of-the-art standards.17:35 - Defining "Production" for continuously updating software and managing significant vs. non-significant changes.20:15 - Clash of Standards: Agile development, ISO 13485, and the missing documentation for version control risk assessment.21:30 - Clause 6.3 & 6.4 (Resource & Work Environment): Looking at data security, access controls, and contamination (malware/ransomware).24:45 - Clause 7.3.8 (Design Transfer to Production): The need for a formal software release package and the importance of the Software Design Trace Matrix.26:00 - The 16 essential documents needed to meet IEC 62304 requirements.27:10 - Production controls when the user influences the outcome (customizable features,...