Podcasts about Software

This is a recap of the top 10 posts on Hacker News on March 07, 2026. This podcast was generated by wondercraft.ai (00:30): Tell HN: I'm 60 years old. Claude Code has re-ignited a passionOriginal post: https://news.ycombinator.com/item?id=47282777&utm_source=wondercraft_ai(01:56): LLMs work best when the user defines their acceptance criteria firstOriginal post: https://news.ycombinator.com/item?id=47283337&utm_source=wondercraft_ai(03:23): Uploading Pirated Books via BitTorrent Qualifies as Fair Use, Meta ArguesOriginal post: https://news.ycombinator.com/item?id=47285960&utm_source=wondercraft_ai(04:49): Ki Editor - an editor that operates on the ASTOriginal post: https://news.ycombinator.com/item?id=47286311&utm_source=wondercraft_ai(06:16): UUID package coming to Go standard libraryOriginal post: https://news.ycombinator.com/item?id=47283665&utm_source=wondercraft_ai(07:43): Put the zip code firstOriginal post: https://news.ycombinator.com/item?id=47292485&utm_source=wondercraft_ai(09:09): Effort to prevent government officials from engaging in prediction marketsOriginal post: https://news.ycombinator.com/item?id=47291406&utm_source=wondercraft_ai(10:36): A decade of Docker containersOriginal post: https://news.ycombinator.com/item?id=47289311&utm_source=wondercraft_ai(12:02): CasNumOriginal post: https://news.ycombinator.com/item?id=47291292&utm_source=wondercraft_ai(13:29): Yoghurt delivery women combatting loneliness in JapanOriginal post: https://news.ycombinator.com/item?id=47287344&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

Nou, laat ons even heel eerlijk zijn: ondernemen met neurospicy software is én soms heel leuk én soms gewoon k*t. Sure, it has its perks, maar het hebben van zo'n brein voelt minstens even vaak als een klas kleuters proberen in bedwang terwijl je een pot snoep op tafel zet.Dorien van Turbobreinen vroeg of ik het met haar eens wou hebben over ondernemen met ADHD op de podcast van haar traject Ontlading voor vrouwen met neurodivergentie, et voila... dit is het resultaat. Normaal zijn haar afleveringen enkel voor intern gebruik, maar voor deze ene keer maakte ze graag een uitzondering. In deze aflevering vertel ik over hoe ik Ommetoer startte, welke rol m'n neurodivergentie daarin speelde en hoe ik daarin goed voor mezelf probeer te zorgen. Ben je een neurodivergente ondernemer en wil je daar wel wat meer mee doen? Check dan zeker eens Turbobreinen. Ben je een neurodivergente vrouw en zoek je wat klankbord en input rond het thema? Check dan eens Dorien haar groepstraject 'Ontlading'.

This is a recap of the top 10 posts on Hacker News on March 06, 2026. This podcast was generated by wondercraft.ai (00:30): Global warming has accelerated significantlyOriginal post: https://news.ycombinator.com/item?id=47275088&utm_source=wondercraft_ai(01:57): System76 on Age Verification LawsOriginal post: https://news.ycombinator.com/item?id=47270784&utm_source=wondercraft_ai(03:24): Tech employment now significantly worse than the 2008 or 2020 recessionsOriginal post: https://news.ycombinator.com/item?id=47278426&utm_source=wondercraft_ai(04:51): Where things stand with the Department of WarOriginal post: https://news.ycombinator.com/item?id=47269263&utm_source=wondercraft_ai(06:19): Workers who love ‘synergizing paradigms' might be bad at their jobsOriginal post: https://news.ycombinator.com/item?id=47274676&utm_source=wondercraft_ai(07:46): Hardening Firefox with Anthropic's Red TeamOriginal post: https://news.ycombinator.com/item?id=47273854&utm_source=wondercraft_ai(09:13): US economy unexpectedly sheds 92k jobs in FebruaryOriginal post: https://news.ycombinator.com/item?id=47275035&utm_source=wondercraft_ai(10:41): Tell HN: I'm 60 years old. Claude Code has ignited a passion againOriginal post: https://news.ycombinator.com/item?id=47282777&utm_source=wondercraft_ai(12:08): LibreSprite – open-source pixel art editorOriginal post: https://news.ycombinator.com/item?id=47272799&utm_source=wondercraft_ai(13:35): Plasma Bigscreen – 10-foot interface for KDE plasmaOriginal post: https://news.ycombinator.com/item?id=47282736&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

You're adding type hints to your Python code, your editor is happy, autocomplete is working great. But then you switch tools and suddenly there are red squiggles everywhere. Who decides what a float annotation actually means? Or whether passing None where an int is expected should be an error? It turns out there's a five-person council dedicated to exactly these questions -- and two brand-new Rust-based type checkers are raising the bar. On this episode, I sit down with three members of the Python Typing Council -- Jelle Zijlstra, Rebecca Chen, and Carl Meyer -- to learn how the type system is governed, where the spec and the type checkers agree and disagree, and get the council's official advice on how much typing is just enough. Episode sponsors Sentry Error Monitoring, Code talkpython26 Agentic AI Course Talk Python Courses Links from the show Guests Carl Meyer: github.com Jelle Zijlstra: jellezijlstra.github.io Rebecca Chen: github.com Typing Council: github.com typing.python.org: typing.python.org details here: github.com ty: docs.astral.sh pyrefly: pyrefly.org conformance test suite project: github.com typeshed: github.com Stub files: mypy.readthedocs.io Pydantic: pydantic.dev Beartype: github.com TOAD AI: github.com PEP 747 – Annotating Type Forms: peps.python.org PEP 724 – Stricter Type Guards: peps.python.org Python Typing Repo (PRs and Issues): github.com Watch this episode on YouTube: youtube.com Episode #539 deep-dive: talkpython.fm/539 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Alex Rampell and Erik Torenberg speak with Mike Cannon-Brookes, cofounder and CEO of Atlassian, about how to make sense of the SaaS selloff, why not all software companies face the same AI-driven risks, and how Atlassian is thinking about the shift from records to processes. They also examine the real design challenge of getting everyday users to trust and benefit from AI agents in enterprise workflows.   Resources: Follow Alex Rampell on X:  https://twitter.com/arampell Follow Erik Torenberg on X:   https://twitter.com/eriktorenberg Follow Mike Cannon-Brookes on X: https://twitter.com/mcannonbrookes Stay Updated:Find a16z on YouTube: YouTubeFind 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.

Join us on the STILL RELEVANT tour: https://simulationtheory.ai/16c0d1db-a8d0-4ac9-bae3-d25074589a80Join Simtheory: https://simtheory.ai

Episode Summary: In this episode of the Solar Maverick Podcast, Benoy Thanjan sits down with Hervé Billet, CEO and co-founder of Sunvoy, the first white-label customer portal and fleet management app built by solar installers for solar installers. Hervé shares his entrepreneurial journey, from helping design Belgium's first solar car to building and selling a solar installation company in the U.S., and now leading Sunvoy. The conversation covers what solar companies need to do to create long-term enterprise value, how branding and systems drive successful exits, and why clean accounting, process, and operational discipline matter if you want to sell a business. Benoy and Hervé also discuss how Sunvoy helps installers improve operations by bringing critical project and O&M data into one place, reducing time spent hunting for information and improving the customer experience. They also explore current solar industry trends, including the shift toward Third Party Ownership (“TPOs”) and leases, rising electricity prices as a driver of solar adoption, technology improvements in solar hardware and storage, and why installer-built software creates a real competitive advantage.   Biographies Benoy Thanjan Benoy Thanjan is the Founder and CEO of Reneu Energy, solar developer and consulting firm, and a strategic advisor to multiple cleantech startups. Over his career, Benoy has developed over 100 MWs of solar projects across the U.S., helped launch the first residential solar tax equity funds at Tesla, and brokered $45 million in Renewable Energy Credits (“REC”) transactions. Prior to founding Reneu Energy, Benoy was the Environmental Commodities Trader in Tesla's Project Finance Group, where he managed one of the largest environmental commodities portfolios. He originated REC trades and co-developed a monetization and hedging strategy with senior leadership to enter the East Coast market. As Vice President at Vanguard Energy Partners, Benoy crafted project finance solutions for commercial-scale solar portfolios. His role at Ridgewood Renewable Power, a private equity fund with 125 MWs of U.S. renewable assets, involved evaluating investment opportunities and maximizing returns. He also played a key role in the sale of the firm's renewable portfolio. Earlier in his career, Benoy worked in Energy Structured Finance at Deloitte & Touche and Financial Advisory Services at Ernst & Young, following an internship on the trading floor at D.E. Shaw & Co., a multi billion dollar hedge fund. Benoy holds an MBA in Finance from Rutgers University and a BS in Finance and Economics from NYU Stern, where he was an Alumni Scholar. Hervé Billet As the CEO of Sunvoy, I'm committed to empowering solar businesses with innovative technology that streamlines operations and enhances customer experience. Sunvoy is the first white-label customer portal and fleet management app, built by solar installers for solar installers. Our platform simplifies the complexities of running a solar business, enabling companies to scale efficiently with seamless integration and effortless results. Sunvoy offers powerful tools to manage solar fleets, automate communication, and deliver an exceptional customer journey, helping companies thrive in an increasingly competitive market. Previously, I served as the CEO of Ipsun Solar, where we revolutionized the residential and commercial solar market by enabling customers to own their power, reduce their utility bills, and add value to their properties through clean, renewable energy. Ipsun Solar, a B-Corporation, was known for its commitment to sustainability, being part of the Amicus and Amicus O&M networks, and serving as a certified Tesla Powerwall installer. Before venturing into the solar industry, I worked at Accenture, where I consulted with Fortune 500 companies, U.S. Federal agencies, and large non-profits. My projects included: Calculating Greenhouse Gas emissions for the U.S. Department of Energy Headquarters. Business development for Accenture's Sustainability Services. Leading digital implementation teams for organizations like Goodwill Industries International. Providing strategic support to global institutions such as the IMF, World Bank, UNICEF, United Nations, and U.S. Department of Labor. At 21, I co-founded my first company, Solar Team, an initiative to showcase the power of solar energy through solar-powered vehicles. This early venture sparked my enduring passion for renewable energy and continues to inspire my work today.   Stay Connected: Benoy Thanjan Email: info@reneuenergy.com  LinkedIn: Benoy Thanjan Website: https://www.reneuenergy.com Website: https://www.solarmaverickpodcast.com/   Hervé Billet Website: https://sunvoy.com/  Linkedin:  https://www.linkedin.com/in/hervebilliet/      Please provide 5 star reviews      If you enjoyed this episode, please rate, review and share the Solar Maverick Podcast so more people can learn how to accelerate the clean energy transition.    Reneu Energy Reneu Energy provides expert consulting across solar and storage project development, financing, energy strategy, and environmental commodities. Our team helps clients originate, structure, and execute opportunities in community solar, C&I, utility-scale, and renewable energy credit markets. Email us at info@reneuenergy.com to learn more.

This is a recap of the top 10 posts on Hacker News on March 05, 2026. This podcast was generated by wondercraft.ai (00:30): Wikipedia was in read-only mode following mass admin account compromiseOriginal post: https://news.ycombinator.com/item?id=47263323&utm_source=wondercraft_ai(01:58): Google Workspace CLIOriginal post: https://news.ycombinator.com/item?id=47255881&utm_source=wondercraft_ai(03:26): Judge orders government to begin refunding more than $130B in tariffsOriginal post: https://news.ycombinator.com/item?id=47261688&utm_source=wondercraft_ai(04:54): GPT-5.4Original post: https://news.ycombinator.com/item?id=47265045&utm_source=wondercraft_ai(06:23): The L in "LLM" Stands for LyingOriginal post: https://news.ycombinator.com/item?id=47257394&utm_source=wondercraft_ai(07:51): No right to relicense this projectOriginal post: https://news.ycombinator.com/item?id=47259177&utm_source=wondercraft_ai(09:19): Pentagon formally labels Anthropic supply-chain riskOriginal post: https://news.ycombinator.com/item?id=47266084&utm_source=wondercraft_ai(10:48): Good software knows when to stopOriginal post: https://news.ycombinator.com/item?id=47261561&utm_source=wondercraft_ai(12:16): Relicensing with AI-Assisted RewriteOriginal post: https://news.ycombinator.com/item?id=47257803&utm_source=wondercraft_ai(13:44): A GitHub Issue Title Compromised 4k Developer MachinesOriginal post: https://news.ycombinator.com/item?id=47263595&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

Send a textGuest Zoltan Karpati explains scan-to-fit, AI landmarking, and XR training while sharing a personal pet prosthetics story and a unified roadmap.• replacing clear checks with real flexible interfaces for truer diagnostics• extending second diagnostic wear to validate cushioning and relief• controlling variables by avoiding returns to the old socket• dialing fit with adjustable sockets and reduced manual labor• scan-to-fit workflows with phone-based scanning and AI landmarks• exporting to 3D printing or CNC with white-label options• spatial reality training screens for classroom-friendly 3D design• product roadmap for insoles, AFOs, and order management system• personal story powering pet prosthetic developmentSpecial thanks to Advanced 3D for sponsoring this episode.Support the show

ITPM Flash provides insight into what professional traders are thinking about in the markets RIGHT NOW!   Markets may look calm at the index level, but beneath the surface the stock market environment is becoming increasingly chaotic.   In this episode of ITPM Flash, Edward Shek looks at the growing dispersion across equities as capital rotates out of technology stocks and into other sectors. Hedge funds and long-only managers have been selling US equities at the fastest pace since last year's tariff shock, with much of that money leaving tech while some flows into cyclicals, treasuries and international markets.   At the same time, the debate around AI disruption continues to intensify. Software stocks have already suffered significant damage, and research from companies like Anthropic is raising serious questions about the long-term impact of AI on professional industries including finance, consulting, law and accounting.   Yet while the market debates the future of software, another opportunity may be emerging elsewhere.   Ed outlines the case for Roku (ROKU) — a streaming platform business that monetises user engagement through advertising, subscriptions and content distribution. The company sells low-margin streaming devices to build its ecosystem, but the real value lies in its platform economics and advertising inventory.   With around 90 million active accounts and users streaming more than four hours per day on average, Roku may be approaching the point where platform scale begins to drive meaningful operational leverage and earnings growth.   In a market defined by uncertainty, sector rotation and stock dispersion, trade opportunities increasingly come from individual stock ideas rather than broad index direction.   Enjoy the Chaos.

On this special segment of The Full Ratchet, the following Investors are featured: Medha Agarwal of Defy Jim Tananbaum of Foresite Capital David Cohen of Techstars We asked guests to discuss the most visionary founder that they've worked with and what makes them so special. The host of The Full Ratchet is Nick Moran of New Stack Ventures, a venture capital firm committed to investing in founders outside of the Bay Area. We're proud to partner with Ramp, the modern finance automation platform. Book a demo and get $150—no strings attached.   Want to keep up to date with The Full Ratchet? Follow us on social. You can learn more about New Stack Ventures by visiting our LinkedIn and Twitter.

Carl Quintanilla, David Faber, and Sara Eisen broke down recent labor data - and what it could portend for a big Jobs report tomorrow - before Citi's U.S. Equity Strategist weighed in, and the team got breaking news on Iran. Software stocks staging a big rebound in the early trade as investors work through AI disruption fears - and the CEO of Salesforce pushes back on the 'SAASpocalypse'... Why he says the technology is a good thing for his company, and workers this hour - along with new comments from OpenAI CEO Sam Altman, live at Morgan Stanley's TMT conference.  Plus: Paramount Skydance Chairman & CEO David Ellison joined the team live from Los Angeles - in his first interview since prevailing in the battle for Warner Brothers Discovery... Hear his take on key hurdles ahead, why they paid top dollar to beat Netflix, and more.  Squawk on the Street Disclaimer Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

https://rhr.tv/stream U.S. Government Contractor Arrested for Stealing $46M from U.S. Marshals Service — https://x.com/fbidirectorkash/status/2029574256959389933 Polymarket Prediction Market: Next Supreme Leader of Iran — https://polymarket.com/event/who-will-be-next-supreme-leader-of-iran-515 X Sharing User Data with Israel via Au10tix Verification — https://x.com/isfjmocha/status/2028407560382841305 GrapheneOS Partners with Motorola for Privacy-Focused Devices — https://primal.net/e/nevent1qqsykcl7urukyh4g3s56rhlwthmyu66ggm9zr9q2sunjengtnug5geqx7ww3f STRIKE Now Available in NY, Rolls Out Line of Credit Product Bitwise Donates $233K to Bitcoin Open-Source Developers — https://x.com/bitwise/status/2029245847620530531 Gabon | Government Suspends Social Media Access Nationwide Last week, officials in Gabon suspended access to social media platforms indefinitely. To justify the suspension, the country's telecommunications agency said it observed “content that undermines human dignity, the country's institutions, and national security” on digital platforms, but independent voices condemned the action as an obvious crackdown on dissent. Users of TikTok and Meta's platforms, including Facebook and WhatsApp, reported widespread disruptions beginning Wednesday, Feb. 18, which have widely disrupted people's ability to communicate. Freedom tech like Bitchat, which provides offline messaging capabilities, and Nostr, a protocol for decentralized, censorship-resistant communication, will continue to play important roles in preserving speech, expression, and communication as authoritarian regimes increasingly restrict internet freedom. FinancialFreedomReport.org Stealth: Private Bitcoin Wallet Privacy Auditor Tool — https://x.com/brenorb/status/2028897371749269890 Cake Wallet Launches Lightning Network Integration — https://x.com/cakewallet/status/2028531059160182943 Tailrelay: Simplified Start9 Access via Tailscale — https://primal.net/e/nevent1qqs9wqhks48fhvxz7j4ngl9mxgsqyempy7g2ywl4kn4km79shzuqulgsn4j65 YakiHonne Update: Scheduled Notes and New Features — https://primal.net/e/nevent1qqsruj5rf9s6rqpzdvpsyc2end2jtn3hyqe8s8ggwld3pmn397r63nqm3p3rn Wisp: New Android Nostr Client in Beta — https://primal.net/e/nevent1qqsddm6payrqvnultvp6n7ck69jwax74e3f7y3278qnhutdu33amxpc5rm3ze A Unified Command-Line Tool for All Google Workspace APIs, Built for Humans and AI Agents — https://github.com/googleworkspace/cli OpenClaw Surpasses React in GitHub Stars — https://x.com/openclaw/status/2028347703621464481 AI Agents Prefer Bitcoin: Research on Monetary Preferences — https://moneyforai.org 3:54 - Iran 14:24 - Dashboard 16:04 - More Iran 42:29 - Daghita 45:34 - Au10tix 47:54 - Moto Graphene 51:24 - Zaps 54:19 - Strike NY 1:00:54 - Bitwise 1:05:14 - HRF Story of the Week 1:08:09 - Stealth wallet 1:12:39 - Chamath fud 1:19:29 - Software updates 1:36:54 - BPI AI money test 1:44:24 - Macro talk Shoutout to our sponsors: Coinkite https://coinkite.com/ Strike https://strike.me/ Stakwork https://stakwork.ai/ 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/

China sets its lowest economic growth target since the 1991, but AIE's Derek Scissors says it's actually on the "high end of reality." The hiring bifurcation between blue- and white-collar jobs.  Plus, stocks under pressure as oil prices keep climbing, but software names buck the downtrend. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines ZFS vs BTRFS Architects features and stability RHEL on ZFS Root: An Unholy Experiment News Roundup Slackware on Encrypted ZFS Root. https://tumfatig.net/2026/slackware-on-encrypted-zfs-root/ OpenIndiana Is Porting Solaris' IPS Package Management To Rust FreeBSD Jail Memory Metrics Tcl: The Most Underrated, But The Most Productive Programming Language How to Setup WireGuard on OpenBSD: The Ultimate Self-Hosted VPN Guide (2026) 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 Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv Join us and other BSD Fans in our BSD Now Telegram channel

Alicia and Dan spin the Wheel of Rants and land on a topic that hits close to home: constant software changes. From QuickBooks' modern reports rollout to Microsoft quietly burying features inside Copilot, they unpack why unexpected changes feel so disorienting, even when the updates are improvements. The conversation broadens into AI's growing impact on the entire software industry and what it means for accountants trying to stay on top of tools that won't stop moving.SponsorsUNC - https://uqb.promo/unc(00:00) - Wheel of Rants Setup (01:24) - Topic Software Changes (02:14) - Why Change Frustrates Pros (04:15) - Staying Current With Updates (06:16) - AI Shifting Software UI (11:42) - Industry Wake Up Call (16:06) - Stability Versus Innovation (20:04) - Modern Reports Reliability (24:24) - Apple Liquid Glass Woes (26:39) - Adapting To New Ecosystems (29:04) - Wrap Up And Takeaways (29:32) - What Dan And Alicia Are Doing (31:05) - Final Thanks And Sign Off LINKSAlicia's current classes: Payroll Perfection Bundles (t QBO Payroll classes - 1099s, Running Payroll, Payroll Compliance, Payroll Forms, and QB Time): http://royl.ws/payroll-perfection?affiliate=5393907  Tricky Situations: http://royl.ws/QBOtricks?affiliate=5393907 Next-level Accrual Accounting: http://royl.ws/NextLevelAccounting?affiliate=5393907  10 Best Practices in QBO: http://royl.ws/QBO-Best-Practices?affiliate=5393907  QBO Hacks (Tips & Tricks) http://royl.ws/QBOHacks?affiliate=5393907 Dan's LinksSchoolofbookkeeping YouTube: https://snip.ly/SOBYT Free Live Workshop Wednesdays: https://www.schoolofbookkeeping.com/workshop-wednesdayWe 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 

Patrick McKenzie (patio11) deconstructs the "original sin" of payments: building a global financial substrate on shared secrets that were distributed promiscuously to function. He examines the multi-decade game of Whack-a-Mole played by the industry to balance the "optimal amount of fraud" against the catastrophic conversion hit of high-friction security. From the physical failure of terminal buttons to the smartphone finally solving the lifecycle problem of cryptographic tokens, Patrick explores the technical and social reasons why we've moved from "something you know" to the "continuity of access" provided by the device in your pocket.–Full transcript available here: www.complexsystemspodcast.com/secondary-auth/–Presenting Sponsors: Mercury & GranolaIf you have more interesting hobbies than managing your money, Mercury Personal is built for you. It allows you to automate movement between accounts—allocating paychecks and tax prep the moment they hit—with a sensible permissions model for partners or accountants. It works the way tech people expect banking to work. Go to mercury.com/personal to experience banking built by the same folks Patrick trusts for his business. If meetings consistently leave you with hazy action items and lost context, Granola handles the transcription so you can actually participate and gives you searchable notes afterward. Try it free at granola.ai/complexsystems with code COMPLEXSYSTEMS–Links:Emily Sands on Complex Systems: https://www.complexsystemspodcast.com/episodes/the-past-present-and-future-of-ai-with-stripe/ –Timestamps:(00:00) Intro(01:32) Publishing the shared secret… again(03:39) Manufacturing shared secrets at scale(07:51) Something you own, take one(10:10) Sponsors: Mercury | Granola(13:48) Something you own, take two(18:26) Something you own, take three(21:24) One other semi-successful method: positive pay(24:45) Wrap

DescriptionIn this episode, Dave "CAC" Kellogg and Ray "Growth" Rike go point-counterpoint on two high-profile articles making waves across Wall Street and Silicon Valley: Citrini's provocative February 2025 report, The 2028 Global Intelligence Crisis, and Citadel's rebuttal, The 2026 Global Intelligence Crisis.Dave and Ray unpack whether AI is truly triggering an unprecedented economic collapse or whether Citrini's dark simulation is, as one economist put it, just "a scary bedtime story." They dig into the SaaS private credit contagion theory, the historic parallels of labor displacement, the role of government regulation, and why this particular AI scare hits closer to home than any previous tech disruption. As always, the brothers bring the receipts, including nearly 20 sources and 20 hours of research - so you don't have to.Full Episode Summary:Dave Kellogg and Ray Rike open by framing the episode as a tale of two AI futures: Citrini's alarming speculative simulation versus Citadel's data-driven rebuttal.The Citrini Case (Bear Case): Published February 22nd, Citrini's report simulates a scenario in which rapid AI agent adoption triggers a global intelligence crisis by mid-2028 featuring 10.2% unemployment and a 38% drop in the S&P 500. The report argues AI is categorically different from prior technology waves because it displaces cognitive workers, who represent roughly 75% of U.S. labor income.Citrini further warns that SaaS, already accounting for 23% - 25% of the $3 trillion U.S. private credit market could become the chip in the windshield that cracks the broader financial system, with ripple effects into insurance and the broader economy. Dave and Ray note that Citrini's word choices ran 3.4-to-1 negative, and flag that the firm may hold short positions — characterizing the piece as well-crafted "bear porn."The Citadel Rebuttal (Bull Case): Two days later, Citadel, a $65B AUM asset manager with 35 years of credibility responded with a data-driven defense. Software engineering jobs are up since January 2024, AI CapEx is 2% of GDP and AI-adjacent commodity pricing is up 65%. Citadel argues AI follows historical S-curve adoption patterns, that "recursive capability doesn't equal recursive adoption," and that technology has always complemented rather than replaced labor - pointing to Microsoft Office as a historical analogue.Dave and Ray's Take: Both hosts find Citadel more credible, but acknowledge real displacement risks ahead. Their key insight: the reason this particular AI scare is generating 10x more fear than past labor disruptions (auto workers, telephone operators, elevator operators) is that this time it's us — white-collar knowledge workers facing displacement. Ray adds that blue-collar jobs (truck drivers, Uber drivers, warehouse workers) face equal or greater long-term risk from AI plus robotics, but those disruptions don't generate the same visceral fear in the media and investor class. Both agree the timing of adoption is the biggest unknown. Long-term, history favors the Citadel view. Short-term, the transition could be painful.On Government Response: Dave and Ray agree that political and regulatory intervention is inevitable if unemployment spikes materially, whether through labor protections, AI regulation, or fiscal stimulus.On Economists' Reactions: Real economists, including Noah Smith (Noahpinion) and Wharton's Jeremy Siegel, largely dismissed the Citrini piece, wi Siegel arguing that productivity gains generate new income and demand, Smith calling it a "scary bedtime story." Dave's takeaway for operators: let the Metrics Brothers do the 20 hours of reading so you don't have to.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

This is a recap of the top 10 posts on Hacker News on March 04, 2026. This podcast was generated by wondercraft.ai (00:30): MacBook NeoOriginal post: https://news.ycombinator.com/item?id=47247645&utm_source=wondercraft_ai(01:56): Motorola GrapheneOS devices will be bootloader unlockable/relockableOriginal post: https://news.ycombinator.com/item?id=47241551&utm_source=wondercraft_ai(03:22): Nobody gets promoted for simplicityOriginal post: https://news.ycombinator.com/item?id=47246110&utm_source=wondercraft_ai(04:48): Something is afoot in the land of QwenOriginal post: https://news.ycombinator.com/item?id=47249343&utm_source=wondercraft_ai(06:15): An interactive map of Flock CamsOriginal post: https://news.ycombinator.com/item?id=47252049&utm_source=wondercraft_ai(07:41): Agentic Engineering PatternsOriginal post: https://news.ycombinator.com/item?id=47243272&utm_source=wondercraft_ai(09:07): Building a new FlashOriginal post: https://news.ycombinator.com/item?id=47253177&utm_source=wondercraft_ai(10:34): TikTok will not introduce end-to-end encryption, saying it makes users less safeOriginal post: https://news.ycombinator.com/item?id=47241817&utm_source=wondercraft_ai(12:00): Dario Amodei calls OpenAI's messaging around military deal ‘straight up lies'Original post: https://news.ycombinator.com/item?id=47255662&utm_source=wondercraft_ai(13:26): Government grant-funded research should not be published in for-profit journalsOriginal post: https://news.ycombinator.com/item?id=47248341&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

In this episode, Christian Lund, Co-Founder of Templafy, reveals how the company built an AI-powered instruction and orchestration layer that helps over 800 enterprise customers — including KPMG, IKEA, and BDO — generate millions of compliant, on-brand business documents 100x faster. Christian shares why the real defensibility in AI isn't the model itself, but the mid-layer that tells the model exactly what to do. Christian breaks down how Templafy turns a simple 8-word user prompt into a 30-page AI instruction book, how their orchestration layer ensures consistent, high-quality outputs across millions of documents, and why enterprises that tried to build AI solutions internally ended up coming back to purpose-built tools. He also shares his honest take on whether AI is a force for good, what skills knowledge workers need to survive, and what he's teaching his three kids about working in an AI-first world. Key Topics Covered - How Templafy's AI instruction layer turns 8-word prompts into 30-page agent briefs - Why the orchestration mid-layer between users and AI models is the most defensible position in enterprise tech - How a Big Four accounting firm became Templafy's very first customer - The transition from rules-based automation to AI-first document generation with agents - Why enterprises took surprisingly long to move from AI toys to enterprise-grade tools - How Templafy integrates with Microsoft 365, Salesforce, and Copilot without getting swallowed by the SaaSpocalypse - The only 2 skills knowledge workers need to stay relevant: setting direction and validating output - Why brand and thought leadership are more important than ever for SaaS companies in 2026 - How BDO Canada saved $1.65 million in one year using Templafy's document automation - Christian's investor perspective on VC moonshots vs. real businesses that generate EBITDA **Episode Timestamps** 00:00 - Introduction and what problem Templafy solves 02:01 - The origin story: from consultants with no product to enterprise SaaS 04:18 - Why finance, law, and pharma became the core customer segment 05:41 - How a Big Four firm became the first customer during the cloud transition 09:02 - What makes a company good at adopting new technology 11:00 - How Templafy sits on top of Microsoft 365, Salesforce, and Copilot 11:37 - Surviving the SaaSpocalypse and finding the new world order 17:08 - Growth in the AI era and why enterprise demand took longer than expected 21:16 - Inside the boardroom: where Templafy fits in the AI landscape 23:31 - The recipe vs. cookbook analogy: how instruction books power AI agents 28:38 - How to become defensible when every company has the same AI models 31:58 - Why humans are more important than ever in enterprise sales 35:11 - The only 2 skills left for knowledge workers 35:52 - Educating children in the age of AI 40:01 - Christian's journey from CEO to CPO to CMO to co-founder 41:17 - Why brand and trust are hyper important in 2026 45:11 - B2B vs. B2C: Templafy's enterprise focus and how it compares to Gamma 49:21 - Christian evaluates the podcast's business model as an investor 54:57 - Is AI a force for good? Christian's honest answer 57:32 - Why do you do what you do? Christian's Socials: LinkedIn — https://www.linkedin.com/in/christianlundcph/ Partner Links Book Enterprise Training — https://www.upscaile.com/ Subscribe to our free newsletter — https://www.theaireport.ai/subscribe-theaireport-youtube

O queimadense Julio se interessou por tecnologia apenas durante o curso técnico de eletrônica, mas isso lhe fez escolher engenharia de controle de automação como curso superior. Ainda na faculdade, teve a oportunidade de estagiar em Portugal, antes de voltar ao Brasil e passar a trabalhar na Huawei, o que lhe rendeu uma passagem pela China.Novamente de volta ao Brasil e, graças ao incentivo de um ex-colega de Portugal, Julio foi buscar oportunidades no exterior, e acabou indo parar na Polônia. De lá, passou a trabalhar em uma consultoria, antes de ser contratado pela empresa com a qual ele já lidava. Depois de um tempo, Julio resolveu buscar novos ares, e acabou indo para a Alemanha, em um trabalho que envolvia muitas viagens à Índia. Foi aí que surgiu a oportunidade de passar seis meses na Índia, onde ele se encontra atualmente.Neste episódio, ele compartilha seu curioso cotidiano e os muitos ajustes de se trabalhar na terra onde sim, as coisas são apimentadas de verdade..Fabrício Carraro, o seu viajante poliglotaJulio Chagas, Gerente de Softwares Embarcados em Coimbatore, ÍndiaLinks:LinkedIn do JulioCarreiras Alura: Explore as carreiras por meio de um caminho estruturado, com prática, profundidade e orientação para você sair do zero e conquistar domínio real em uma habilidade.TechGuide.sh, um mapeamento das principais tecnologias demandadas pelo mercado para diferentes carreiras, com nossas sugestões e opiniões.#7DaysOfCode: Coloque em prática os seus conhecimentos de programação em desafios diários e gratuitos. Acesse https://7daysofcode.io/Ouvintes do podcast Dev Sem Fronteiras têm 10% de desconto em todos os planos da Alura Língua. Basta ir a https://www.aluralingua.com.br/promocao/devsemfronteiras/e começar a aprender inglês e espanhol hoje mesmo! Produção e conteúdo:Alura Língua Cursos online de Idiomas – https://www.aluralingua.com.br/Alura Cursos online de Tecnologia – https://www.alura.com.br/Edição e sonorização: Rede Gigahertz de Podcasts

In this episode of The KE Report, host Cory Fleck sits down with Joel Elconin, co-host of the Pre-Market Prep Show and founder of the Stock Trader Network, to dissect a market that appears to be losing its footing. With the major averages showing signs of a "gradual top," Joel provides a candid, sobering assessment of the macroeconomic and geopolitical forces currently rattling investors. Key Discussion Points: Loss of Market Momentum: Why the choppy action in the S&P 500 and Dow suggests a waning appetite for risk among investors in early 2026. Geopolitical Catalysts and Inflation: The direct link between global conflict, surging oil prices, and the fading hope for near-term rate cuts. The Nvidia Reality Check: Analyzing the "false breakout" in NVDA and what it means when a market leader beats earnings but still trades lower. The Berkshire Signal: Why BRK.B is accumulating record cash and selling off bank holdings instead of seeking new acquisitions. Software vs. Hardware: A look at the resilience in software names like MSFT, CRM, and ORCL as a potential "flight to quality" amidst hardware volatility. Precious Metals Outlook: Assessing whether gold (GLD) and silver (SLV) are hitting "blow-off tops" or remains a viable safe haven during international instability.   Click here to visit Joel's PreMarket Prep website - https://www.premarketprep.com/ Click here to visit the Stock Trader Network - https://www.stocktradernetwork.com/   Stocks Mentioned: S&P 500 (SPY), Nvidia (NVDA), Berkshire Hathaway (BRK.B), Bank of America (BAC), Microsoft (MSFT), Salesforce (CRM), Oracle (ORCL), Exxon Mobil (XOM), Apple (AAPL), Alphabet (GOOGL), Amazon (AMZN), Meta (META), Tesla (TSLA), Gold (GLD), Silver (SLV).   ------------------ For more market commentary & interview summaries, subscribe to our Substacks:  The KE Report: https://kereport.substack.com/  Shad's resource market commentary: https://excelsiorprosperity.substack.com/ Investment disclaimer: This content is for informational and educational purposes only and does not constitute investment advice, an offer, or a solicitation to buy or sell any security or investment product. Investing in equities, commodities, really everything involves risk, including the possible loss of principal. Do your own research and consult a licensed financial advisor before making any investment decisions. Guests and hosts may own shares in companies mentioned.

Good day ladies and gentlemen, this is IRC news, and I am Joy Stephen, an authorized Canadian Immigration practitioner bringing out this Canada Work Permit application data specific to LMIA work permits or employer driven work permits or LMIA exempt work permits for multiple years based on your country of Citizenship. I am coming to you from the Polinsys studios in Cambridge, OntarioNova Scotia issued work permits between 2015 and 2024 for Software engineers and designers under the former 4 digit NOC code 2173, currently referred to as NOC 21231.A senior Immigration counsel may use this data to strategize an SAPR program for clients. More details about SAPR can be found at https://ircnews.ca/sapr. Details including DATA table can be seen at https://polinsys.co/dIf you have an interest in gaining assistance with Work Permits based on your country of Citizenship, or should you require guidance post-selection, we extend a warm invitation to connect with us via https://myar.me/c. We strongly recommend attending our complimentary Zoom resource meetings conducted every Thursday. We kindly request you to carefully review the available resources. Subsequently, should any queries arise, our team of Canadian Authorized Representatives is readily available to address your concerns during the weekly AR's Q&A session held on Fridays. You can find the details for both these meetings at https://myar.me/zoom. Our dedicated team is committed to providing you with professional assistance in navigating the immigration process. Additionally, IRCNews offers valuable insights on selecting a qualified representative to advocate on your behalf with the Canadian Federal or Provincial governments, accessible at https://ircnews.ca/consultant.Support the show

Stocks jumping across the board as investors digested the latest developments out of the Middle East. The groups leading the charge, and the oil spike impact on equities, rates, and currencies. Plus software stocks are looking to make a comeback this week, as the group looks to rebound from its recent sell-off. Salesforce CEO Marc Benioff joins Fast Money for an exclusive interview on how he's navigating the tech trouble. Fast Money Disclaimer   Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

The Mag 7 underperforming recently, but Rosenblatt Securities sees better days ahead. Box CEO Aaron Levie says AI agents will be the biggest users of software in the future. Plus, the Korean Kospi was the best performing stock market in the world last year, but posted its worst day ever amid concerns over the Iran conflict. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

On this episode of For Mac Eyes Only: Join Mike, Eric, Darren and Special Guest Jeff Gamet as they delve into the world of network-wide ad blocking using Pi-hole including what it is, the hardware you'll need, plus how to set it up and keep it running! Lister Nick shares his thoughts on Apple's new Creator Studio suite. Mike shares a FMEO Quick Tip for quickly accessing emoji via your Mac's keyboard. And we wrap up with Jeff's Essential App pick: Barbee!

If you have JobTread and a team  but everything still comes back to you  this episode is for you.Software organizes information, but it doesn't create ownership. And when ownership isn't clear once jobs go live, updates and decisions default right back to the contractor.In this episode, we break down why the bottleneck isn't personal  it's operational and how real freedom in a remodeling business comes from structure and accountability, not more effort.Follow for practical operations insights built for remodelers who want their time back.Support the show

Marathon Asset Management Chair and CEO Bruce Richards explains why he thinks highly-leveraged software default rates could surge and discusses where he is finding investment opportunities on "Bloomberg Open Interest."See omnystudio.com/listener for privacy information.

Todays podcast is about identifying when an opportunity may present itself. I go over software ($IGV) and tech ($XLK) and show charts with Bollinger Bands and other indicators you can use to help identify when a stock might turn around. Plus I'm leaning heavily in to Sidekick on Trendspider as it's been a game changer with it's analysis. ⁠⁠⁠⁠⁠⁠⁠Get my FREE newsletter or sign up for the paid version with benefits like the Office Hours and tracking the portfolios in Savvy Trader ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://dailystockpick.substack.com/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠THESE SALES END SOON: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠TRENDSPIDER - get any annual plan and I'll send you my 4 hour algorithm. ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Seeking Alpha's Tool kit ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠*BEST DEAL - SEEKING ALPHA BUNDLE - Save over $150 and get Premium and Alpha Picks together ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ALPHA PICKS - Want to Beat the S&P? Save $50 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Seeking Alpha Premium - FREE 7 DAY TRIAL ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠SEEKING ALPHA PRO - TRY IT FOR A MONTH FOR ONLY $89 ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠EPISODE SUMMARY

A story about destroying your own work—and creating what lastsThis episode is for sales-led SaaS founders who suspect their product is slowly becoming a custom shop—and don't know how to stop it.Bassem Hamdy, CEO and Co-Founder of Briq, has spent 25 years in construction technology—three software revolutions, three companies.He says Briq found product market fit every 24 months. Each time meant tearing something down to build the next version.Each time, the same thing triggered the rebuild — the company had started solving for individual customers instead of the market.And this inspired me to invite Bassem to my podcast. We explore why the instinct to please your biggest customers creates exactly the kind of fragility that kills companies. Bassem shares hard lessons about killing a product he spent two years building, the moment his QA team exposed how far the company had drifted, and why domain expertise—not platform size—determines who wins in vertical AI.We also zoom in on two of the 10 traits that define remarkable software companies: – Acknowledge you cannot please everyone – Master the art of curiosityBassem's journey proves that remarkable companies refound themselves before the market forces them to.Here's one of Bassem's quotes that captures what happens when a company starts drifting:"Software is like jello. You slap that thing, it's going to shake the hell out of it. So the moment you inject that code, that's client specific, you're pooched."By listening to this episode, you'll learn:Why saying yes to customers can turn your product into something nobody else wantsWhen to check whether your team is building a product or managing client ticketsWhy deep domain expertise matters more than platform size in the age of AIHow one metric—revenue per employee—changes every decision a CEO makesFor more information about the guest from this week: Guest: Bassem Hamdy, CEO and Co-Founder of Briq Website: briq.com

Container base images (like Official Docker Hub images) are often updated without new tag versions. I call this Silent Rebuilds. There's no way to know this happens without image digest-checking automation like Dependabot and Renovate with specific settings. Failure to keep up-to-date is a prime source of vulnerabilities that can lead to serious security breaches. Automate the updates!Check out the video podcast version here: https://youtu.be/z_ahbsSc4Fo

This is a recap of the top 10 posts on Hacker News on March 03, 2026. This podcast was generated by wondercraft.ai (00:30): The Xkcd thing, now interactiveOriginal post: https://news.ycombinator.com/item?id=47230704&utm_source=wondercraft_ai(01:56): I'm reluctant to verify my identity or age for any online servicesOriginal post: https://news.ycombinator.com/item?id=47232768&utm_source=wondercraft_ai(03:22): MacBook Pro with M5 Pro and M5 MaxOriginal post: https://news.ycombinator.com/item?id=47232453&utm_source=wondercraft_ai(04:48): Ars Technica fires reporter after AI controversy involving fabricated quotesOriginal post: https://news.ycombinator.com/item?id=47226608&utm_source=wondercraft_ai(06:14): Claude's Cycles [pdf]Original post: https://news.ycombinator.com/item?id=47230710&utm_source=wondercraft_ai(07:41): I'm losing the SEO battle for my own open source projectOriginal post: https://news.ycombinator.com/item?id=47232158&utm_source=wondercraft_ai(09:07): Physics Girl: Super-Kamiokande – Imaging the sun by detecting neutrinos [video]Original post: https://news.ycombinator.com/item?id=47233110&utm_source=wondercraft_ai(10:33): MacBook Air with M5Original post: https://news.ycombinator.com/item?id=47232502&utm_source=wondercraft_ai(11:59): India's top court angry after junior judge cites fake AI-generated ordersOriginal post: https://news.ycombinator.com/item?id=47231261&utm_source=wondercraft_ai(13:26): Lenovo's new ThinkPads score 10/10 for repairabilityOriginal post: https://news.ycombinator.com/item?id=47240694&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

OneCrew is building end-to-end operational software for asphalt and concrete contractors—a segment caught between Procore's general contractor focus and ServiceTitan's field services model. After leaving Bain & Company and Google, Ari Bleemer and his co-founder Max identified that self-performing specialty contractors who handle everything from estimating to payment collection had no purpose-built platform. In this episode, Ari shares how they've spent four and a half years building trust in an industry skeptical of software promises, why they resisted the urge to expand horizontally across multiple construction trades, and what they learned about sustainable vertical SaaS growth.Topics Discussed:How the middle segment of construction—self-performing contractors who run the full project lifecycle—remains structurally underservedBuilding trust in a market burned by consultants promising custom software for $10,000 that never worksWhy every employee at OneCrew, regardless of function, goes through industry-specific onboarding to learn paving terminology and contractor workflowsThe strategic decision to delay expansion into adjacent verticals despite having configurable product architectureHow sustained market presence compounds credibility faster than any go-to-market tacticGTM Lessons For B2B Founders:Map the white space between dominant platforms: OneCrew identified that Procore owns general contractors coordinating multiple trades, while ServiceTitan and others own single-visit field services. The gap: specialty contractors executing complete projects—estimating, proposing, executing, and collecting payment. Ari describes it as "the entire middle of the industry where you have a lot of self perform contractors, specialty contractors, trade contractors, subcontractors...that are actually running a process from start to end." Map your market by understanding what established platforms actually serve versus claim to serve, then target the operational workflows that fall through the cracks.Use "niche" skepticism as market validation: When VCs, friends, and family question if your market is too narrow, you've likely found defensible positioning. Ari's test: "Have you been on a sidewalk today? Have you driven on a road today? Have you been in a parking lot today?" The paving industry powers daily infrastructure but gets zero attention from horizontal software players or large AI companies. Founders should seek markets where usage is ubiquitous but mindshare and software investment are minimal—that's where you build sustainable moats.Make product fluency a company-wide competency: OneCrew requires every hire—engineers, sales, operations—to learn paving industry terminology, contractor pain points, and workflow nuances during onboarding. This isn't just sales training; it's embedding industry context into product decisions, customer conversations, and roadmap prioritization. The payoff: "Contractors come up to us and say like, it feels like you guys actually get it, which there's no better compliment for us." In vertical SaaS, domain expertise distributed across the entire company drives faster iteration cycles and deeper customer trust than any single "industry expert" hire.//Sponsors:Front Lines — We help B2B tech companies launch, manage, and grow podcasts that drive demand, awareness, and thought leadership. www.FrontLines.ioThe Global Talent Co. — We help tech startups find, vet, hire, pay, and retain amazing marketing talent that costs 50-70% less than the US & Europe. www.GlobalTalent.co//Don't Miss: New Podcast Series — How I Hire Senior GTM leaders share the tactical hiring frameworks they use to build winning revenue teams. Hosted by Andy Mowat, who scaled 4 unicorns from $10M to $100M+ ARR and launched Whispered to help executives find their next role. Subscribe here: https://open.spotify.com/show/53yCHlPfLSMFimtv0riPyM

Chetan Puttagunta is a General Partner at Benchmark.We talk about investing in Manus, the AI company that went from zero to $100M ARR in eight months and was recently acquired by Meta.We also talk through the full history of application software, from mainframes to client-server, to the internet to cloud, why each wave reduced the barrier to entry and created an explosion in the number of new software, why legacy SaaS companies are making the same mistake on-prem vendors made at the dawn of the cloud, why software companies should be making big AI acquisitions, and how public market investors are begging private AI companies to go public.We also talk about what Benchmark actually looks for in founders, how they make decisions, and why his last two investments were consumer AI and crypto.Thanks to Sam Ross and Everett Randle for helping brainstorm topics for this conversation.Thanks you to Numeral and Flex for supporting this episode.Try Numeral, the end-to-end platform for sales tax and compliance: https://www.numeral.comSign-up for Flex Elite with code TURNER, get $1,000: https://form.typeform.com/to/Rx9rTjFzTimestamps:(0:08) Inside the $2.5B Manus acquisition(6:24) Manus' three main use cases(11:08) Taking heat on Twitter(15:10) Starting to tweet about software in 2018(22:50) The history of application software(29:15) Benchmark's 25x Fund 7(31:33) SaaS incumbents got too dominant by 2020(31:48) Going all-in on AI software in 2022(39:31) Benchmark didn't invest in the big AI labs(40:48) How cloud companies beat on-prem competitors(44:33) Why AI companies will beat legacy cloud competitors(50:04) Software incumbents should make big AI acquisitions(57:35) Why incumbents have not bought more AI companies(1:04:43) Public markets are starving for AI companies(1:10:14) Inside Benchmark's fund strategy(1:14:14) Benchmark's history of non-traditional VC rounds(1:17:56) Is the 20% ownership model outdated?(1:19:20) Chetan's rebirth as a consumer investor(1:22:39) What Benchmark looks for in founders(1:25:01) AI coding and gross marginsReferencedBenchmark: https://benchmark.com/Eric Vishria's podcast episode: https://www.youtube.com/watch?v=I-5IsqFgrZMWorkday S-1: https://www.sec.gov/Archives/edgar/data/1327811/000119312512375787/d385110ds1.htmInnovator's Dilemma: https://www.amazon.com/Innovators-Dilemma-Revolutionary-Business-Essentials/dp/0060521996Try FOMO: https://apps.apple.com/us/app/fomo-never-miss-out/id6741115427Follow ChetanTwitter: https://x.com/chetanpLinkedIn: https://www.linkedin.com/in/chetanputtaguntaFollow 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/

Podcast: Security Weekly Podcast Network (Audio) (LS 47 · TOP 1% what is this?)Episode: OT Security/business resilience, lack of incentives for securing software & the news - Ben Worthy - ESW #448Pub date: 2026-03-02Get Podcast Transcript →powered by Listen411 - fast audio-to-text and summarizationInterview - Ben Worthy from Airbus Protect The current state of OT security and business resilience In this episode of Enterprise Security Weekly, we sit down with Ben Worthy, OT Security Specialist at Airbus Protect, to explore the evolving landscape of business resilience in safety-critical sectors. With over 25 years of experience across aerospace, nuclear, water, oil & gas, and other industries, Ben shares insights on how organizations are adapting to the surge in disruptive cyberattacks—from ransomware targeting operational technology to GPS spoofing and supply chain incidents. We discuss major cases including the Boeing/LockBit ransom demand, the Jaguar Land Rover production shutdown, and the SITA passenger data breach, examining how aviation and other critical infrastructure sectors are separating safety risk from business continuity risk. Ben also breaks down the regulatory changes reshaping the industry, including EASA's October 2025 and February 2026 deadlines that tie cyber assurance directly to safety oversight, and what ENISA's latest numbers reveal about hacktivism and ransomware trends. Whether you're in aviation, nuclear, or any safety-critical sector, this conversation offers practical lessons on building resilience that keeps operations moving while addressing threats in real time. This segment is sponsored by Airbus Protect. Visit https://securityweekly.com/airbusprotect to learn more about them! Topic: Where are the business incentives to build secure products and software? "It's the right thing to do," so of course businesses will make their products secure, right? Well, it turns out that breaches and vulnerabilities don't traditionally hurt financial performance all that much. Stocks recover, insurance covers the bulks of the losses, fines are paid, and lawsuits are settled. Most businesses can comfortably absorb the impact, so the threat of reputational harm or financial losses just aren't slowing them down. In the case of Ivanti, where the reputational harm was extreme, the company's companies continue to get hacked as critical vulnerabilities keep getting discovered in their products. https://www.bloomberg.com/news/features/2026-02-19/vpn-used-by-us-government-failed-to-stop-china-state-sponsored-hackers In this topic segment, we don't aim to provide solutions to this problem, just the awareness that ethics, doing the right thing, and even signing the Secure by Design pledge don't seem to be enough to change vendor behavior when it comes to securing products. The Weekly Enterprise Security News Finally, in the enterprise security news, RSA Innovation Sandbox hot takes Did AI solve cyber? fundings and acquisitions a free app to warn you about smart glasses deep thoughts about OpenClaw replacing US tech with EU equivalents is hard should you turn off dependabot? accidentally taking over 7000 robot vacuums the director of AI Safety at Meta loses her email somehow should you go back to using a blackberry? All that and more, on this episode of Enterprise Security Weekly. Visit https://www.securityweekly.com/esw for all the latest episodes! Show Notes: https://securityweekly.com/esw-448The podcast and artwork embedded on this page are from Security Weekly Productions, which is the property of its owner and not affiliated with or endorsed by Listen Notes, Inc.

Desde Popayán, el presidente Gustavo Petro pidió mayor vigilancia e impugnaciones masivas en las mesas de votación, al insistir en dudas sobre el conteo electoral. En respuesta, la Registraduría Nacional del Estado Civil confirmó el congelamiento del software de preconteo y escrutinio, con auditoría nacional e internacional, para blindar la transparencia del proceso.See omnystudio.com/listener for privacy information.

Software engineer Adam Munder is on a mission to break down communication barriers between the Deaf and hearing worlds. In a live demo, he introduces OmniBridge — an AI platform that translates American Sign Language into English text in real time — and demonstrates how this tech could ensure every conversation can be fully understood, regardless of the participants' hearing abilities. Munder is joined onstage by ASL interpreter Christan Hansen and TED's Hasiba Haq.Learn more about our flagship conference happening this April at attend.ted.com/podcast Hosted on Acast. See acast.com/privacy for more information.

AI is reshaping what it means to be a modern manufacturing professional.When a 30-year veteran retires, decades of expertise used to leave as well. How they ran a machine, which feeds and speeds worked, and all the practical knowledge that separated good from great. Now, Mastercam's AI co-pilots can capture that information and make it instantly accessible. The learning curve that used to take years can now be compressed into months, making manufacturing careers more accessible to the next generation.Chris sits down with Russ Bukowski, President of Mastercam, to explore how CAM technology has evolved from manual G-code programming to AI-powered systems that are fundamentally changing manufacturing accessibility.The conversation covers the business side of manufacturing transformation, why mid-size machine shops and tier-two suppliers are no longer at the mercy of large OEMs, the leadership lessons Russ learned from Walt Disney and why manufacturing salaries are starting at $80K+ for CNC programmers.In this episode, find out:How CAM systems act as a 10x multiplier for manufacturing professionals.The evolution from manual G-code programming to AI-powered CAM systemsWhy Mastercam's AI co-pilot is bridging the knowledge gap left by retiring manufacturing expertsHow post-COVID supply chain vulnerabilities are driving companies to vertically integrateThe power shift giving mid-size manufacturers leverage in negotiations and exclusive supplier agreementsWhy manufacturing needs to be promoted as a viable white-collar careerHow technical expertise creates leadership credibility The importance of visiting customers and talking to shop floor employeesWhat Mastercam's acquisition enabled in terms of investment, innovation, and customer relationshipsEnjoying the show? Please leave us a review here. Even one sentence helps. It's feedback from Manufacturing All-Stars like you that keeps us going!Tweetable Quotes:“AI's not a silver bullet. It's not going to replace a program or replace an operator, but it is going to enable them to do more and to move more quickly in the business.”“CAM is really that enabler. Without it, the digital design to physical machine process is slow and error-prone. It removes the cognitive burden and makes complex manufacturing possible. It's that 10x multiplier for somebody in manufacturing, making somebody a 10x manufacturing expert because they're able to deliver results so much faster by using computing power.”“I always like to ask myself this as a leader, if nobody was looking, if there were no repercussions, would I still make the right decision? From a sustainability standpoint, from an ethical standpoint, that's how I hold myself accountable.”Links & mentions:Mastercam, CAD/CAM solutions that are trusted to deliver superior and reliable machining performance with advanced productivity tools and AI-enabled CAM capabilities Tree House Brewing Company, brewers of Julius and pioneers of hazy IPA, Tree House produces world-renowned beer in Charlton, Massachusetts Make sure to visit http://manufacturinghappyhour.com for detailed show notes and a full list of resources mentioned in this episode. Stay Innovative, Stay Thirsty.Mentioned in this episode:Mfg Happy Hour's Rust Belt Renaissance TourManufacturing Happy Hour is hitting the road this spring, hosting live shows Cleveland on 3/24, Rochester on 3/25, and Pittsburgh on 3/26. Get your tickets today.

Listen & subscribe on Apple, Spotify, YouTube.Welcome everyone to the weekly San Diego Tech News!I'm Neal Bloom from Rising Tide Partners.My co-host in this episode is Fred Grier, journalist and author of The Business of San Diego substack. He covers the ins-and-outs of the startup world including breaking news, IPOs, fundraising rounds, and M&A through his newsletter.Before we dive in, we wanted to thank and ask our listeners to help us grow the show, leave a review and share with one other person who should be more plugged in with the SD Tech Scene. Thank you for the support and for helping us build the San Diego Startup Community!2/22* SD Wind Tunnel Debrief* Biotech Mixer Debrief* Cal AI acquired* Atrium Spins out from Novartis with $270M* Tandem Diabetes bests $1B in sales* Software programs decline except at ucsd* https://x.com/aakashgupta/status/2024710361950384531?s=20* Fred named to SDBJ Black Leaders of InfluenceCurated Events List – For full list – check The Social Coyote* SDAC Founder Applications are due this Thursday March 5* SD Founders Hike March 6* SD Angel Academy March 6* Alliance Societal Impact - Family Office Summit March 15-16* March Mingle March 25 This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit risingtidepartners.substack.com/subscribe

It's a crazy week launching all the big headlines from MWC 2026! Robots, and AI, and WACKY new phones! Plus we should spend a little time discussing Samsung's "new" Galaxy S phones. We're keeping this week's show a little more casual, but we'll still get our tech week started off RIGHT! -- Show notes and links: https://somegadgetguy.com/b/4b5 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.

William Blair macro analyst Richard de Chazal and co-head of technology, media, and communications research, Jason Ader, unpack the sharp selloff in software stocks and the growing fear around AI-driven disruption. They explore why the “software apocalypse” narrative may be overblown, how AI could ultimately expand the software market, and what investors should watch as winners and losers begin to separate.

“Not everything is an AI problem,” says IBM Software SVP and Chief Commercial Officer Rob Thomas. In this episode of the Tech Disruptors podcast, Thomas and Bloomberg Intelligence senior technology analyst Anurag Rana discuss IBM's hybrid cloud and AI strategy, from Red Hat/OpenShift and containers for multicloud portability to why the mainframe remains the platform for real-time, high-availability transactions. Thomas outlines IBM's “new enterprise stack” and a layered, multimodel approach where orchestration and proprietary enterprise data matter more than any single frontier model — especially as sovereignty requirements rise. They also explore how system-of-record companies are best positioned to succeed in the AI era.

This is a recap of the top 10 posts on Hacker News on March 02, 2026. This podcast was generated by wondercraft.ai (00:30): Motorola announces a partnership with GrapheneOSOriginal post: https://news.ycombinator.com/item?id=47214645&utm_source=wondercraft_ai(01:54): Microsoft bans the word "Microslop" on its Discord, then locks the serverOriginal post: https://news.ycombinator.com/item?id=47216047&utm_source=wondercraft_ai(03:19): Meta's AI smart glasses and data privacy concernsOriginal post: https://news.ycombinator.com/item?id=47225130&utm_source=wondercraft_ai(04:44): /e/OS is a complete, fully “deGoogled” mobile ecosystemOriginal post: https://news.ycombinator.com/item?id=47215489&utm_source=wondercraft_ai(06:09): British Columbia is permanently adopting daylight timeOriginal post: https://news.ycombinator.com/item?id=47223620&utm_source=wondercraft_ai(07:34): How to talk to anyone and why you shouldOriginal post: https://news.ycombinator.com/item?id=47214864&utm_source=wondercraft_ai(08:59): If AI writes code, should the session be part of the commit?Original post: https://news.ycombinator.com/item?id=47212355&utm_source=wondercraft_ai(10:24): Everett shuts down Flock camera network after judge rules footage public recordOriginal post: https://news.ycombinator.com/item?id=47213764&utm_source=wondercraft_ai(11:49): Jolla phone – a full-stack European alternativeOriginal post: https://news.ycombinator.com/item?id=47216037&utm_source=wondercraft_ai(13:13): Anthropic Cowork feature creates 10GB VM bundle on macOS without warningOriginal post: https://news.ycombinator.com/item?id=47218288&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

So, there are dire wolves living on Earth again. They were “de-extincted” by Colossal Biosciences. And today on the show their Chief Science Officer joins me to share her view on why the de-extinction matters — not as a science project, but because it will help solve problems that threaten every species on earth, including us. Beth Shapiro is the Chief Science Officer at Colossal Biosciences, and she helped to bring back the dire wolf or, as others call it, a gray wolf with 20 genetic edits. There is a fierce debate about what de-extinction even means, and we discuss that, but whatever you call them, there are now three big wolves living in an undisclosed location and they wouldn't be there if not for the DNA that Beth and her team edited. Colossal is also working to bring back the wooly mammoth, the Tasmanian tiger, the dodo and other animals that have long been extinct. Why? Listen to find out… Chapters:(01:19) - The Most Oprah Question Beth's Ever Been Asked (03:04) - Moonshots Require You to Create a Giant List of Problems (04:19) - The Things We'll Solve Along the Way, a la the Original Moonshot… to the Moon (05:57) - Beth's Journey: From Broadcast Journalism to Ancient DNA (09:13) - How a Sediment Core Solved a Mammoth Mystery (11:36) - Why Charismatic Animals Matter (a.k.a. Why Riz Is Everything) (12:38) - What's Up With Romulus, Remus, and Khaleesi? (14:19) - But Are They Really “Dire Wolves”? The Controversy Over 20 Genetic Edits (21:45) - Should We Do This? Beth's Ethics Framework for Builders (23:51) - Advice for Moonshot Builders (25:10) - Why We Want Dodos, Mammoths, and Thylacines Back Links & Resources:Colossal BiosciencesBeth ShapiroPopTech -- a conference I love!  Support Future Around & Find OutFollow Dan on LinkedInGet the free Future Around & Find Out newsletterBecome a paid subscriber and help future proof the podcast!Sponsor the show? Are you looking to reach an audience of senior technologists and decision-makers? Email me: dan@modernproductminds.com---Music by Jonathan Zalben

Our Chief Fixed Income Strategist Vishy Tirupattur and U.S. Head of Credit Strategy Vishwas Patkar discuss the implications of private credit's exposure to the software industry.Read more insights from Morgan Stanley.----- Transcript -----Vishy Tirupattur: Welcome to Thoughts on the Market. I am Vishy Tirupattur, Morgan Stanley's Chief Fixed Income Strategist. Vishwas Patkar: I'm Vishwas Patkar, Morgan Stanley's U.S. Head of Credit Strategy. Vishy Tirupattur: While potential disruption from AI has been a key driver for markets [in the] last few weeks, the focus of investor agenda has been in the software sector. On today's podcast, we will talk about software in the credit markets and its implications. It's Monday, March 2nd at 10am in New York. Vishwas, let's start by understanding how the exposure in software manifests in the credit markets. How does it compare to software, say, in the equity market? Vishwas Patkar: Yeah, so the software exposure in credit markets is large, and understandably that's why investors are closely watching what's happening with software in the equity market. But what's interesting and important for investors to note is the exposure in credit is very different from what it is in equities. So, for instance, a good chunk of exposure in the credit market is around private issuers. So, we estimate about 80 percent of companies are private in the whole sample set that we looked at. And that's largely a function of the fact that software is not a big part of the more liquid spaces like Investment Grade and High Yield. But it is heavily represented in the more opaque parts of the market, like leveraged loans, CLOs, and, you know, BDCs. So, our analysis found that about 25 percent of BDC portfolios are in software, closely followed by private credit CLOs. And leveraged loan market was about 16 percent. So, that's an important distinction to keep in mind versus the equity market. The second thing I would flag is – because the software sector grew a lot in the loan market through the LBO wave of 2020 and 2021, it has a weaker credit quality skew to it than the overall market. So about 50 percent of borrowers in the sector are rated B - or lower. So, that's the lowest rungs of the rating spectrum. Many of these software deals were underwritten with higher leverage than the broad market. And as a result of that you also have more front-loaded maturities in the sector, which brings the risks of refinancing, if some of this disruption persists. But Vishy, that's a nice segue to you. Over the past couple of years, you looked at the private credit market in depth and that's where I think the exposure we found is the highest in BDCs, you know, which is the public face of private credit. So, in your assessment, what is the risk of software to private credit, given all of the headlines that are popping up? Vishy Tirupattur: Public face of private credit – Vishwas, that's a great line. BDCs – business development corporations for those who are not familiar – are companies that invest in the debt of small and medium sized companies, sourced through non-bank channels. BDCs fund themselves through equity and debt issuance. So, if you look at the portfolios of BDCs to look at their exposure to software, there's a wide variation across the various BDC portfolios. What makes the assessment of these software risks in BDCs challenging is that many of these companies are private companies without the reporting obligations of public companies. So, no earnings reports, no 10-Ks or cues or broadly publicly available financials look at. So, in effect, these companies need to be re underwritten to evaluate which of these companies would be disrupted from AI; and which companies could actually benefit from AI and see their margins expand. So, in the context of BDCs, liability spreads are something we are watching closely. BDC liability spreads have widened but we think more needs to happen there. The clearing levels need to wait for the full resolution of the companies that benefit and that get hurt by disruption that is still awaited. So, we expect credit spreads of BDCs to remain volatile for some time to come. Vishwas Patkar: Okay. So, seems like this is a significant, or at least a non-trivial risk factor for credit markets, given the growth of the sector, leverage, the skew and quality. But Vishy, do you think this could be systemic for risk markets at large? Vishy Tirupattur: So, I do think that this is a significant risk, but I don't think it's a systemic risk. The amount of leverage in BDC is fairly small. About 2x is the kind of leverage. You compare that to the kind of leverage that existed in the financial system before the financial crisis – that's orders of magnitude smaller risk. And also the linkage to the banking system comes through the back leverage provided to the non-bank lenders. But this leverage is substantially risk remote with very high subordination levels. So, my conclusion here is this is a significant risk but not a systemic risk. So let me turn the same question to you, Vishwas. Taking on a sort of historical perspective as well as a macro perspective, how do you see this risk manifesting in the broader credit space? Vishwas Patkar: Yeah, so I would agree with you Vishy, that we need to see a valuation reset. We think spreads should go wider because of disruption concerns, even if they affect a relatively narrow part of the market. But a lot of that's happening against issuance that's rising. But I would say the risk of systemic concerns really emerging is relatively low. if you look at historical cycles where credit has been the weak link in the economy, those are typically characterized by a lot of corporate re-leveraging. So, think about the late 1990s or from 2004 to 2007 or the early 2000-teens. These are all cycles where corporates were being very aggressive, adding a lot of debt. And you know, when the economy slowed, credit became the source of some default and downgrade concerns. We haven't really seen that type of credit cycle play out at all in the past few years. If you look at corporate debt to GDP, for example, it's gone down each of the last five years. Balance sheet corporate leverage has been flat or actually gone lower in spots. M&A activity, which is usually a good indicator of corporate aggressiveness, still remains below trend. So, I think we have had a fairly restrained credit cycle where in place fundamentals are quite strong. And that's why I think the systemic contagion from any credit spread weakness, I think could be relatively muted. Vishy Tirupattur: So, the key takeaway from us is that software and credit is a significant risk but is not quite systemic risk. Thanks for listening. If you enjoy the podcast, please leave us a review wherever you listen and share Thoughts on the Market with a friend or colleague today.

Jeff and Christian welcome youtuber and game reviewer Tamoor Hussain back to the show this week to discuss reports that FROM Software prevented Bloodborne remake from happening, Insomniac's Marvel's Wolverine getting a September release date, and a new rhythmn game from the folks who made Guitar Hero.The Playlist:Tamoor: Resident Evil Requiem, AYN Thor, ClutchtimeChristian: Resident Evil Requiem; Marathon Server Slam: Open PreviewJeff: Resident Evil: Requiem, Steam Next Fest Demos (best of the best): Vampire Crawlers, Enter the Chronosphere, Spellsy, Alabaster Dawn, Rune Dice, Croak, TMNT: Empire CityParting Gifts!

Topics covered in this episode: Raw+DC: The ORM pattern of 2026? pytest-check releases Dataclass Wizard SQLiteo - “native macOS SQLite browser built for normal people” 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 11am 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: Raw+DC: The ORM pattern of 2026? ORMs/ODMs provide great support and abstractions for developers They are not the native language of agentic AI Raw queries are trained 100x+ more than standard ORMs Using raw queries at the data access optimizes for AI coding Returning some sort of object mapped to the data optimizes for type safety and devs Brian #2: pytest-check releases 3 merged pull requests 8 closed issues at one point got to 0 PR's and 1 enhancement request Now back to 2 issues and 1 PR, but activity means it's still alive and being used. so cool Check out changelog for all mods A lot of changes around supporting mypy I've decided to NOT have the examples be fully --strict as I find it reduces readability See tox.ini for explanation But src is --strict clean now, so user tests can be --strict clean. Michael #3: Dataclass Wizard Simple, elegant wizarding tools for Python's dataclasses. Features

Interview - Ben Worthy from Airbus Protect The current state of OT security and business resilience In this episode of Enterprise Security Weekly, we sit down with Ben Worthy, OT Security Specialist at Airbus Protect, to explore the evolving landscape of business resilience in safety-critical sectors. With over 25 years of experience across aerospace, nuclear, water, oil & gas, and other industries, Ben shares insights on how organizations are adapting to the surge in disruptive cyberattacks—from ransomware targeting operational technology to GPS spoofing and supply chain incidents. We discuss major cases including the Boeing/LockBit ransom demand, the Jaguar Land Rover production shutdown, and the SITA passenger data breach, examining how aviation and other critical infrastructure sectors are separating safety risk from business continuity risk. Ben also breaks down the regulatory changes reshaping the industry, including EASA's October 2025 and February 2026 deadlines that tie cyber assurance directly to safety oversight, and what ENISA's latest numbers reveal about hacktivism and ransomware trends. Whether you're in aviation, nuclear, or any safety-critical sector, this conversation offers practical lessons on building resilience that keeps operations moving while addressing threats in real time. This segment is sponsored by Airbus Protect. Visit https://securityweekly.com/airbusprotect to learn more about them! Topic: Where are the business incentives to build secure products and software? "It's the right thing to do," so of course businesses will make their products secure, right? Well, it turns out that breaches and vulnerabilities don't traditionally hurt financial performance all that much. Stocks recover, insurance covers the bulks of the losses, fines are paid, and lawsuits are settled. Most businesses can comfortably absorb the impact, so the threat of reputational harm or financial losses just aren't slowing them down. In the case of Ivanti, where the reputational harm was extreme, the company's companies continue to get hacked as critical vulnerabilities keep getting discovered in their products. https://www.bloomberg.com/news/features/2026-02-19/vpn-used-by-us-government-failed-to-stop-china-state-sponsored-hackers In this topic segment, we don't aim to provide solutions to this problem, just the awareness that ethics, doing the right thing, and even signing the Secure by Design pledge don't seem to be enough to change vendor behavior when it comes to securing products. The Weekly Enterprise Security News Finally, in the enterprise security news, RSA Innovation Sandbox hot takes Did AI solve cyber? fundings and acquisitions a free app to warn you about smart glasses deep thoughts about OpenClaw replacing US tech with EU equivalents is hard should you turn off dependabot? accidentally taking over 7000 robot vacuums the director of AI Safety at Meta loses her email somehow should you go back to using a blackberry? All that and more, on this episode of Enterprise Security Weekly. Visit https://www.securityweekly.com/esw for all the latest episodes! Show Notes: https://securityweekly.com/esw-448

(0:00) Bestie intros (1:22) Claude's hit list, SaaS crash, and Citrini's AI letter (30:39) Why Doomer narratives are more popular, valuable new AI jobs (40:19) Understanding the Rate Payer Protection Pledge, what's behind datacenter opposition? (52:13) State of the Union reactions (1:03:58) Science Corner: Cure for blindness via Yamanaka Factors? (1:10:17) SCOTUS strikes down tariffs, Trump pivots Apply for Liquidity: https://allinliquidity.com Follow the besties: https://x.com/chamath https://x.com/Jason https://x.com/DavidSacks https://x.com/friedberg Follow on X: https://x.com/theallinpod Follow on Instagram: https://www.instagram.com/theallinpod Follow on TikTok: https://www.tiktok.com/@theallinpod Follow on LinkedIn: https://www.linkedin.com/company/allinpod Intro Music Credit: https://rb.gy/tppkzl https://x.com/yung_spielburg Intro Video Credit: https://x.com/TheZachEffect Referenced in the show: https://www.investing.com/news/stock-market-news/wolters-kluwer-relx-shares-slip-after-anthropic-unveils-aienhanced-legal-tool-4481124 https://www.barrons.com/articles/ibm-stock-had-worst-day-in-25-years-ai-disruption-fears-5f632d6c https://www.forbes.com/sites/daniellechemtob/2026/02/24/forbes-daily-ibm-suffers-its-worst-day-since-the-dot-com-bubble https://x.com/chamath/status/2027077786503164260 https://www.citriniresearch.com/p/2028gic https://thedefiant.io/news/tradfi-and-fintech/credit-card-stocks-fall-after-citrini-ai-report https://x.com/TurnerNovak/status/2026332990914101699 https://x.com/anistotle_/status/2026306126674108788 https://www.notyourtypicalfinancebro.com/p/vibe-laundering-pt-2-citrini-the https://www.goodreads.com/quotes/457097-nobody-knows-anything-not-one-person-in-the-entire-motion https://www.derekthompson.org/p/nobody-knows-anything https://x.com/kalshi/status/2027040345419129166 https://x.com/StockMarketNerd/status/2019837212515528730 https://www.citadelsecurities.com/news-and-insights/2026-global-intelligence-crisis/ https://x.com/DavidSacks/status/2027087693327237251 https://x.com/levie/status/2026885050411745491 https://x.com/typesfast/status/2026998028222013679 https://x.com/cboyack/status/2021647373571862952 https://x.com/chamath/status/2025369318696124859 https://x.com/pat_hedger/status/2026742424471560636 https://x.com/SemiAnalysis_/status/2026719180284666046 https://x.com/WesternLensman/status/2024661247296172486 https://www.bloomberg.com/opinion/articles/2026-02-20/supreme-court-s-tariffs-ruling-finally-holds-trump-accountable https://polymarket.com/event/will-the-court-force-trump-to-refund-tariffs-2026-06-30 https://polymarket.com/event/will-congress-pass-any-tariffs-by-march-31