Podcasts about Rust

Topics covered in this episode: Better Django management commands with django-click and django-typer PSF Lands a $1.5 million sponsorship from Anthropic How uv got so fast PyView Web Framework 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. Brian #1: Better Django management commands with django-click and django-typer Lacy Henschel Extend Django manage.py commands for your own project, for things like data operations API integrations complex data transformations development and debugging Extending is built into Django, but it looks easier, less code, and more fun with either django-click or django-typer, two projects supported through Django Commons Michael #2: PSF Lands a $1.5 million sponsorship from Anthropic Anthropic is partnering with the Python Software Foundation in a landmark funding commitment to support both security initiatives and the PSF's core work. The funds will enable new automated tools for proactively reviewing all packages uploaded to PyPI, moving beyond the current reactive-only review process. The PSF plans to build a new dataset of known malware for capability analysis The investment will sustain programs like the Developer in Residence initiative, community grants, and infrastructure like PyPI. Brian #3: How uv got so fast Andrew Nesbitt It's not just be cause “it's written in Rust”. Recent-ish standards, PEPs 518 (2016), 517 (2017), 621 (2020), and 658 (2022) made many uv design decisions possible And uv drops many backwards compatible decisions kept by pip. Dropping functionality speeds things up. “Speed comes from elimination. Every code path you don't have is a code path you don't wait for.” Some of what uv does could be implemented in pip. Some cannot. Andrew discusses different speedups, why they could be done in Python also, or why they cannot. I read this article out of interest. But it gives me lots of ideas for tools that could be written faster just with Python by making design and support decisions that eliminate whole workflows. Michael #4: PyView Web Framework PyView brings the Phoenix LiveView paradigm to Python Recently interviewed Larry on Talk Python Build dynamic, real-time web applications using server-rendered HTML Check out the examples. See the Maps demo for some real magic How does this possibly work? See the LiveView Lifecycle. Extras Brian: Upgrade Django, has a great discussion of how to upgrade version by version and why you might want to do that instead of just jumping ahead to the latest version. And also who might want to save time by leapfrogging Also has all the versions and dates of release and end of support. The Lean TDD book 1st draft is done. Now available through both pythontest and LeanPub I set it as 80% done because of future drafts planned. I'm working through a few submitted suggestions. Not much feedback, so the 2nd pass might be fast and mostly my own modifications. It's possible. I'm re-reading it myself and already am disappointed with page 1 of the introduction. I gotta make it pop more. I'll work on that. Trying to decide how many suggestions around using AI I should include. It's not mentioned in the book yet, but I think I need to incorporate some discussion around it. Michael: Python: What's Coming in 2026 Python Bytes rewritten in Quart + async (very similar to Talk Python's journey) Added a proper MCP server at Talk Python To Me (you don't need a formal MCP framework btw) Example one: latest-episodes-mcp.png Example two: which-episodes-mcp.webp Implmented /llms.txt for Talk Python To Me (see talkpython.fm/llms.txt ) Joke: Reverse Superman

We cover your feedback including follow-up on old tablets as clocks, Firefox alternatives, and moving off Gmail. Plus building synths in Rust, FOSS isometric diagrams, a powerful network analysis tool for Android, and some cool ambient music in discoveries. Discoveries CAW FossFlow Félim’s bad diagram Blade Runner Radio LUX on Bandcamp Network Survey Support us on patreon and get an ad-free RSS feed with early episodes sometimes See our contact page for ways to get in touch. RSS: Subscribe to the RSS feeds here

Ever wonder why your "stainless" steel instruments keep staining and rusting? On this episode of Beyond Clean, we sit down with metallurgical engineer Michaela Kuba for an inside look at what surgical stainless steel actually is—and what it isn't. Michaela explains why that passivation layer matters and how factors like chlorine exposure, free iron contamination, and water quality can quietly sabotage your instruments over time. From point-of-use treatment that truly supports instrument longevity to why rust can spread from tray to tray, Michaela breaks down the science behind preventing corrosion. Whether you're constantly battling rust and staining or just want to understand what's really happening to your instruments, this conversation delivers the answers you need! After finishing this podcast episode, earn your 1 CE credit immediately by passing the short quiz linked here: https://www.flexiquiz.com/SC/N/episode31-03 Visit our CE Credit Hub at https://www.beyondcleanmedia.com/ce-credit-hub to access this quiz and over 350 other free CE credits. #BeyondClean #SterileProcessing #Podcast #Season31 #UnderPressure #StainlessSteel #Corrosion #InstrumentStaining #SurgicalInstruments #Rust

Historically, many PE-backed firms don't take marketing & branding seriously. They think building a brand is irrelevant and takes too long, especially for the aggressive timelines often found in private equity. What if we told you building a brand and then marketing that brand can actually work as a shortcut to the results you want AND increase your valuation? We wanted you to learn from an expert with a ton of experience here, so we welcomed on Marc Rust. He's the Managing Director of Consequently Creative (CQC), who helps private equity increase portfolio company valuations & navigate change with brand momentum. For more about ForthRight Business by ForthRight People or for 1:1 consultation, check us out at ForthRight-Business.com And as always, if you need Strategic Counsel, don't hesitate to reach out to us at: ForthRight-People.com FACEBOOK https://www.facebook.com/forthrightpeople.marketingagency INSTAGRAM https://www.instagram.com/forthrightpeople/ LINKEDIN https://www.linkedin.com/company/forthright-people/ RESOURCES https://www.forthright-people.com/resources VIRTUAL CONSULTANCY https://www.forthright-people.com/shop

In this episode of PodRocket, Daniel Thompson--Yvetot joins us to break down what's new in Tauri 2.0 and how developers are using the Tauri framework to build desktop and mobile apps with Rust and JavaScript. We discuss how Tauri lets developers use frameworks like React, Vue, and Angular for the UI while handling heavy logic in Rust, resulting in smaller app binaries and better performance than Electron alternatives. The conversation covers Create Tauri App for faster onboarding, the new plugin system for controlling file system and OS access, and how Tauri improves app security by reducing attack surfaces. They also dive into mobile app development, differences between system WebViews, experiments with Chromium Embedded Framework, and why cross platform apps still need platform-specific thinking. Daniel also shares what's coming next for Tauri, including flexibility in webviews, accessibility tooling, compliance requirements in Europe, and the roadmap toward Tauri 3.0. Links Tauri: https://v2.tauri.app LinkedIn: https://www.linkedin.com/in/denjell We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Fill out our listener survey (https://t.co/oKVAEXipxu)! https://t.co/oKVAEXipxu Let us know by sending an email to our producer, Elizabeth, at elizabeth.becz@logrocket.com (mailto:elizabeth.becz@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Check out our newsletter (https://blog.logrocket.com/the-replay-newsletter/)! https://blog.logrocket.com/the-replay-newsletter/ Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Chapters Special Guest: Daniel Thompson-Yvetot.

Hour 2 dives into the rest versus rust debate as the 49ers prepare to face the Seahawks in the playoffs. Plus, Giants broadcaster Duane Kuiper and former NFL coach Ron Rivera join the show to share their thoughts on the 49ers’ inspiring win over the Eagles and what it means for San Francisco’s postseason momentum.See omnystudio.com/listener for privacy information.

Hour 2 dives into the rest versus rust debate as the 49ers prepare to face the Seahawks in the playoffs. Plus, Giants broadcaster Duane Kuiper and former NFL coach Ron Rivera join the show to share their thoughts on the 49ers’ inspiring win over the Eagles and what it means for San Francisco’s postseason momentum.See omnystudio.com/listener for privacy information.

В этом выпуске: заменяем Redis на Postgres, обсуждаем машинки и язык программирования Rust, а также темы слушателей к прошлому выпуску. [00:00:00] Чему мы научились GitHub — C19HOP/WiSafe2-to-HomeAssistant-Bridge: Connect FireAngel WiSafe2 alarm networks to HomeAssistant Hack Pack Subscription by Mark Rober — Choose Your Plan [00:25:00] ErrataZen: Саша нашел исчезнувшую галочку в Zed [00:28:40] #темы523 [01:36:57]… Читать далее →

The direct-to-consumer (D2C) model is expanding beyond traditional webshops and into the world of user-generated content (UGC), especially on PC and console. In this episode, host Devin Becker is joined by Liam Wiltshire, General Manager at Tebex, to explore how the evolution of private servers, mods, and community-run experiences is shaping new monetization strategies. Liam shares the origin story of Tebex and its integration within the broader Overwolf ecosystem, highlighting how D2C strategies for games like Minecraft, Rust, and Ark differ fundamentally from those in mobile gaming.The conversation covers the nuances of player relationships in D2C models, including the absence of platform payment rails and notification systems, and how that impacts engagement and monetization design. Devin and Liam also dig into emerging e-commerce strategies such as loyalty systems and upsells, and how Tebex is bringing these tools to individual creators and modders. The episode concludes with a look at industry shifts from regulatory changes to evolving platform policies, and how studios can future-proof their monetization strategies as D2C continues to grow across platforms.We'd like to thank Heroic Labs for making this episode possible! Thousands of studios have trusted Heroic Labs to help them focus on their games and not worry about gametech or scaling for success. To learn more and reach out, visit https://heroiclabs.com/?utm_source=Naavik&utm_medium=CPC&utm_campaign=Podcast If you like the episode, please help others find us by leaving a 5-star rating or review! And if you have any comments, requests, or feedback shoot us a note at podcast@naavik.co. Watch the episode: YouTube ChannelFor more episodes and details: Podcast WebsiteFree newsletter: Naavik DigestFollow us: Twitter | LinkedIn | WebsiteSound design by Gavin Mc Cabe.

In this episode, the 256 Foundation crew and developer d++ go deep on HydraPool, our open‑source Bitcoin mining pool stack, and the new HashDash and upcoming TeleDash dashboards powering the Telehash fundraiser stream. We unpack how HydraPool fits into the broader plan to open‑source the entire mining stack (hashboard, control board, firmware, and pool), its Rust-based design inspired by CKPool and P2Pool v2, and flexible payout models (solo, PPLNS, and multi-address coinbase). We also talk user experience tweaks for Telehash, like smoothing hash rate visualization, displaying best shares, units for difficulty, leaderboard ideas, and integrating Nostr npubs for social profiles. D++ walks through the HashDash visualizer and plans for TeleDash: real-time overlays for stream viewers and a separate jumbotron view showing total hash rate, active workers, funds raised (on-chain and Lightning), block height, BTC price, donation messages, odds, leaderboards, and instructions to point hash rate. We discuss stress-testing the pool to 10,000 workers, Prometheus data, and potential features like miner-type fingerprinting via user agents. We also touch on industry rumors around Bitmain's S23 air-cooled units, shifting manufacturer focus to hydro/data-center gear, hand‑me‑down hardware implications, and why open source is crucial as proprietary vendors change course. Finally, we preview Telehash (join at pool.256foundation.org:33303 with a valid BTC address), celebrate contributions to Samourai dev families, and tease hardware progress on Ember One, Mujina firmware, water-cooled blocks, Heat Punk Summit plans, and more; all with an open-source-first ethos to dismantle the closed mining monopoly.

Today's poem is Given to Rust by Vievee Francis. The Slowdown is your daily poetry ritual. In this episode, Maggie writes… “Today's poem touched me in how it explores the intimacy of sound, and especially the human voice. How, too, the silence between us can be so loud.” Celebrate the power of poems with a gift to The Slowdown today. Every donation makes a difference: https://tinyurl.com/rjm4synp

R. Tyler Croy, a principal engineer at Scribd, joins Corey Quinn to explain what happens when simple tasks cost $100,000. Checking if files are damaged? $100K. Using newer S3 tools? Way too expensive. Normal solutions don't work anymore. Tyler shares how with this much data, you can't just throw money at the problem, but rather you have to engineer your way out.About R. Tyler: R. Tyler Croy leads infrastructure architecture at Scribd and has been an open source developer for over 14 years. His work spans the FreeBSD, Python, Ruby, Puppet, Jenkins, and Delta Lake communities. Under his leadership, Scribd's Infrastructure Engineering team built Delta Lake for Rust to support a wide variety of high performance data processing systems. That experience led to Tyler developing the next big iteration of storage architecture to power large-scale fulltext compute challenges facing the organization.Show Highlights:01:48 Scribd's 18-Year History04:00 One Document Becomes Billions of Files05:47 When Normal Physics Stop Working08:02 Why S3 Metadata Costs Too Much10:50 How AI Made Old Documents Valuable13:30 From 100 Billion to 100 Million Objects15:05 The Curse of Retail Pricing 19:17 How Data Scientists Create Growth21:18 De-Normalizing Data Problems25:29 Evolving Old Systems27:45 Billions Added Since Summer29:29 Underused S3 Features31:48 Where to Find TylerLinks: Scribd: https://tech.scribd.comMastodon:  https://hacky.town/@rtylerGitHub: https://github.com/rtylerSponsored by: duckbillhq.com

ad free at www.patreon.com/dopeypodcastThis Week on Dopey! Dave opens with a deeply personal and emotional tribute to Linda's father, Tony, who recently passed after a long battle with Lewy body dementia, and other ailments. He shares heartfelt memories of Tony's exceptional character—his strength, kindness, love of family, rock 'n' roll roots, teaching career, and unwavering positivity—reflecting on how Tony's compassion and support played a huge role in Dave's own recovery and relationship with Linda. The episode also touches on recent losses (Bob Weir of the Grateful Dead and actor James Ransone from The Wire), with Dave offering a half-hearted amend to Weir, pondering the future of Dead & Company, and urging listeners to reach out if struggling with depression. He then replays his powerful, candid interview with Alec Baldwin, where Alec gets brutally honest about his 40 years of sobriety, wild 80s cocaine-and-alcohol-fueled days in New York and LA, the terrifying overdose that led to his bottom, finding AA as his new “family,” the spiritual shift that kept him sober, and how the program carried him through massive personal and public storms (including his divorce and the Rust tragedy). All that and more on this weeks REPLAY! Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

ThousandEyes (https://www.thousandeyes.com/) Murtaza on LinkedIn (https://www.linkedin.com/in/mdoctor/) Internet Outages Map (https://www.thousandeyes.com/outages/) ThousandEyesJob Openings (https://careers.cisco.com/global/en/thousandeyes) Mike on LinkedIn (https://www.linkedin.com/in/dominucco/) Coder Radio on Discord (https://discord.gg/WnumdsfhYB) Alice (https://alice.dev/looking-glass/) Mike's 2026 Predictions Post (https://dominickm.com/set-a-course-for-2026/) Alice Jumpstart Offer (https://go.alice.dev/alice-azure-blob-to-snowflake-js)

Was the O-line knocking the rust off?

This week host @Jackgreenstalk (aka @Jack_Greenstalk on X/instagram backup account) [or contact via email: JackGreenstalk47@gmail.com] is joined by panel with @spartangrown on instagram or X f.k.a. Twitter at https://x.com/grown43626 or email spartangrown@gmail.com for contacting spartan outside social media, any alternate profiles on other social medias using spartan's name, and photos are not actually spartan grown be aware, @NoahtheeGrowa on instagram, and @TheAmericanOne on youtube aka @theamericanone_with_achenes on instagram who's amy aces can be found at amyaces.com .... This week we missed Rust Brandon of @fulcrop.sciences / fulcrop.ceo regained @Rust.Brandon instagram page, and products can be found at bokashiearthworks.com, and Matthew Gates aka @SynchAngel on instagram and twitter @Zenthanol on youtube who offers IPM direct chat for $1 a month on patreon.com/zenthanol , @drmjcoco from cocoforcannabis.com as well as youtube where he tests and reviews grow lights and has grow tutorials and @drmjcoco on instagram and @ATG Acres Aaron The Grower aka @atgacres his products can be found at atgacres.com view his instagram to find out details about drops!

In this episode of Tip of the Ice-Burgh, Nick Belsky breaks down a tough weekend for the Pittsburgh Penguins, as they struggled to score without Bryan Rust in the lineup. He also discusses a promising trend that could be a sign of great things for this Penguins team, and how Stuart Skinner has started to take over as the Pens' top goaltender. Tune in! Check out our latest episodes

How is advanced genetic engineering, stem cell biology, and AI-driven analytics reshaping the future of brain repair? Dr. Ruslan Rust, an Assistant Professor of Research Physiology and Neuroscience at the Keck School of Medicine of USC, joins the podcast to share his insights… With over 15 years of translational neuroscience research, Dr. Rust is developing next-generation gene-edited, induced pluripotent stem cell (iPSC)-derived therapies designed to overcome the biggest barriers in cell therapy — crossing the blood-brain barrier, immune rejection, and long-term safety. Dive in now to find out: Why current stem cell therapies struggle in stroke and neurodegenerative disease. Where stem cells are harvested.  How gene-edited iPSC-derived cells are engineered to cross the blood-brain barrier. The role of AI and single-cell omics in optimizing brain repair strategies. With additional training in MBA, bio-entrepreneurship, and scientific leadership, Dr. Rust brings a uniquely pragmatic lens to what it actually takes to turn cutting-edge neuroscience into viable therapies. Listen now for a rare look at how stroke recovery and Alzheimer's treatment may move from experimental promise to real clinical impact. You can keep up with Ruslan on X or by visiting his USC academic website!

Moonpie is Dak.With Gourley And Rust bonus content on PATREON and merchandise on REDBUBBLE.With Gourley and Rust theme song by Matt's band, TOWNLAND.And also check out Paul's band, DON'T STOP OR WE'LL DIE. Hosted on Acast. See acast.com/privacy for more information.

See omnystudio.com/listener for privacy information.

Radar processes billions of location events daily, powering geofencing and location APIs for companies like Uber, Lyft, and thousands of other apps. When their existing infrastructure started hitting performance and cost limits, they built HorizonDB, a specialized database which replaced both Elasticsearch and MongoDB with a custom single binary written in Rust and backed by RocksDB.In this episode, we dive deep into the technical journey from prototype to production. We talk about RocksDB internals, finite-state transducers, the intricacies of geospatial indexing with Hilbert curves, and why Rust's type system and performance characteristics made it the perfect choice for rewriting critical infrastructure that processes location data at massive scale.

PC makers are shaking up CES with wild designs and next-gen chips, but the real story is Microsoft's bold software moves, AI's hardware hunger, and a candid debate over whether any tech company still puts users first. Come for the Windows updates, stay for the whisky warnings and robot bathroom assistants. CES 2026 is here with the 4K hummingbird feeder of your dreams New PCs and more from HP consumers/commercial, HP gamers, Lenovo, others The first official Copilot+ PC desktops Snapdragon X2 Plus joins X2 Elite and X2 Elite Extreme Intel Panther Lake has meaningful CPU and graphics performance gains, but predictable reliability issues AMD Ryzen AI 400 series is a minor bump Windows Paul was the first to report that Microsoft is refactoring it all with Rust A Microsoft distinguished engineer wrote about his desire to refactor all C/C++ code in the company with Rust by 2030 Some mistook this to mean "rewriting Windows with Rust,ˮ so he had to issue a clarification. But I never wrote that. Heads-up: That will happen, but this is really about Azure first and the core underlying code in Microsoftʼs most important platforms Microsoft released hardware-accelerated BitLocker in late 2025 and never told anyone. It requires the latest PC CPUs Copilot app update that adds text editing actions to Copilot Vision across channels Dev and Beta got first previews of AI agents on the Taskbar, starting with the Researcher agent, plus underlying Agent Launchers experience IDC says the global memory shortage (thanks, AI!) could screw up PC and smartphone growth this year AI ChatGPT now has an app store, but it has a ways to go Mozilla Firefox will have a "killswitchˮ for AI Our national nightmare will soon be over, LG will let users remove Copilot app from their smart TVs Xbox and gaming First Xbox Game Pass releases of 2026 include Resident Evil Village and Star Wars Outlaws Xbox Cloud Gaming is coming to Hisense smart TVs and to the latest Fire TV smart TVs GOG goes independent, will continue DRM-free push "Have a blastˮ and other FPS throwbacks from the 1990s Valve quietly killed the LCD Steam Deck model Tips and picks Tip of the week: Itʼs time to give Little AI a look App pick of the week: Bonjourr RunAs Radio this week: What AI can do for SysAdmins in 2026 with Cecilia Wiren Brown liquor pick of the week: The Singleton of Dufftown 12 Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit cachefly.com/twit

Adam Schefter drops major news about Matt Lafleur and Brian Gutekunst's future in Green Bay, suggesting contract extensions are the priority—not performance evaluations. But the real fireworks come when Ryan dives into a data scientist's Shannon entropy analysis that completely demolishes the "predictable play caller" narrative Packer fans have been pushing for years. Key Discussion Points: Schefter reveals the Packers' contract negotiation strategy and why the "hot seat" talk was overblown A deep dive into Steven Patton's play calling predictability chart—and the cognitive dissonance from fans who suddenly don't care about predictability when the data doesn't support them Ryan goes play-by-play through fourth-and-short calls to prove fan "memories" are completely wrong Matt Lafleur's press conference highlights: Jordan Love starts Saturday, Zach Tom expected back, and Willis ready as backup Rest vs. rust data breakdown—what the numbers actually say about resting starters heading into playoffs Major winter storm potentially brewing for Saturday's Packers-Bears showdown If you're tired of hot takes without receipts, this episode brings the data. Ryan challenges fans to answer one simple question: What would it actually take to change your mind about Lafleur? This episode is brought to you by PrizePicks! Use code PACKDADDY to get started with America's #1 fantasy sports app. https://prizepicks.onelink.me/LME0/PACKDADDY To advertise on this podcast please email: ad-sales@libsyn.com Or go to: https://advertising.libsyn.com/packernetpodcast Help keep the show growing and check out everything I'm building across the Packers and NFL world: Support: Patreon: www.patreon.com/pack_daddy Venmo: @Packernetpodcast CashApp: $packpod Projects: Grade NFL Players ➜ fanfocus-teamgrades.lovable.app Packers Hub ➜ packersgames.com Create NFL Draft Big Boards ➜ nfldraftgrades.com Watch Draft Prospects ➜ draftflix.com Screen Record ➜ pause-play-capture.lovable.app Global Economics Hub ➜ global-economic-insight-hub.lovable.app

PC makers are shaking up CES with wild designs and next-gen chips, but the real story is Microsoft's bold software moves, AI's hardware hunger, and a candid debate over whether any tech company still puts users first. Come for the Windows updates, stay for the whisky warnings and robot bathroom assistants. CES 2026 is here with the 4K hummingbird feeder of your dreams New PCs and more from HP consumers/commercial, HP gamers, Lenovo, others The first official Copilot+ PC desktops Snapdragon X2 Plus joins X2 Elite and X2 Elite Extreme Intel Panther Lake has meaningful CPU and graphics performance gains, but predictable reliability issues AMD Ryzen AI 400 series is a minor bump Windows Paul was the first to report that Microsoft is refactoring it all with Rust A Microsoft distinguished engineer wrote about his desire to refactor all C/C++ code in the company with Rust by 2030 Some mistook this to mean "rewriting Windows with Rust,ˮ so he had to issue a clarification. But I never wrote that. Heads-up: That will happen, but this is really about Azure first and the core underlying code in Microsoftʼs most important platforms Microsoft released hardware-accelerated BitLocker in late 2025 and never told anyone. It requires the latest PC CPUs Copilot app update that adds text editing actions to Copilot Vision across channels Dev and Beta got first previews of AI agents on the Taskbar, starting with the Researcher agent, plus underlying Agent Launchers experience IDC says the global memory shortage (thanks, AI!) could screw up PC and smartphone growth this year AI ChatGPT now has an app store, but it has a ways to go Mozilla Firefox will have a "killswitchˮ for AI Our national nightmare will soon be over, LG will let users remove Copilot app from their smart TVs Xbox and gaming First Xbox Game Pass releases of 2026 include Resident Evil Village and Star Wars Outlaws Xbox Cloud Gaming is coming to Hisense smart TVs and to the latest Fire TV smart TVs GOG goes independent, will continue DRM-free push "Have a blastˮ and other FPS throwbacks from the 1990s Valve quietly killed the LCD Steam Deck model Tips and picks Tip of the week: Itʼs time to give Little AI a look App pick of the week: Bonjourr RunAs Radio this week: What AI can do for SysAdmins in 2026 with Cecilia Wiren Brown liquor pick of the week: The Singleton of Dufftown 12 Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit cachefly.com/twit

Adam Schefter drops major news about Matt Lafleur and Brian Gutekunst's future in Green Bay, suggesting contract extensions are the priority—not performance evaluations. But the real fireworks come when Ryan dives into a data scientist's Shannon entropy analysis that completely demolishes the "predictable play caller" narrative Packer fans have been pushing for years. Key Discussion Points: Schefter reveals the Packers' contract negotiation strategy and why the "hot seat" talk was overblown A deep dive into Steven Patton's play calling predictability chart—and the cognitive dissonance from fans who suddenly don't care about predictability when the data doesn't support them Ryan goes play-by-play through fourth-and-short calls to prove fan "memories" are completely wrong Matt Lafleur's press conference highlights: Jordan Love starts Saturday, Zach Tom expected back, and Willis ready as backup Rest vs. rust data breakdown—what the numbers actually say about resting starters heading into playoffs Major winter storm potentially brewing for Saturday's Packers-Bears showdown If you're tired of hot takes without receipts, this episode brings the data. Ryan challenges fans to answer one simple question: What would it actually take to change your mind about Lafleur? This episode is brought to you by PrizePicks! Use code PACKDADDY to get started with America's #1 fantasy sports app. https://prizepicks.onelink.me/LME0/PACKDADDY To advertise on this podcast please email: ad-sales@libsyn.com Or go to: https://advertising.libsyn.com/packernetpodcast Help keep the show growing and check out everything I'm building across the Packers and NFL world: Support: Patreon: www.patreon.com/pack_daddy Venmo: @Packernetpodcast CashApp: $packpod Projects: Grade NFL Players ➜ fanfocus-teamgrades.lovable.app Packers Hub ➜ packersgames.com Create NFL Draft Big Boards ➜ nfldraftgrades.com Watch Draft Prospects ➜ draftflix.com Screen Record ➜ pause-play-capture.lovable.app Global Economics Hub ➜ global-economic-insight-hub.lovable.app

PC makers are shaking up CES with wild designs and next-gen chips, but the real story is Microsoft's bold software moves, AI's hardware hunger, and a candid debate over whether any tech company still puts users first. Come for the Windows updates, stay for the whisky warnings and robot bathroom assistants. CES 2026 is here with the 4K hummingbird feeder of your dreams New PCs and more from HP consumers/commercial, HP gamers, Lenovo, others The first official Copilot+ PC desktops Snapdragon X2 Plus joins X2 Elite and X2 Elite Extreme Intel Panther Lake has meaningful CPU and graphics performance gains, but predictable reliability issues AMD Ryzen AI 400 series is a minor bump Windows Paul was the first to report that Microsoft is refactoring it all with Rust A Microsoft distinguished engineer wrote about his desire to refactor all C/C++ code in the company with Rust by 2030 Some mistook this to mean "rewriting Windows with Rust,ˮ so he had to issue a clarification. But I never wrote that. Heads-up: That will happen, but this is really about Azure first and the core underlying code in Microsoftʼs most important platforms Microsoft released hardware-accelerated BitLocker in late 2025 and never told anyone. It requires the latest PC CPUs Copilot app update that adds text editing actions to Copilot Vision across channels Dev and Beta got first previews of AI agents on the Taskbar, starting with the Researcher agent, plus underlying Agent Launchers experience IDC says the global memory shortage (thanks, AI!) could screw up PC and smartphone growth this year AI ChatGPT now has an app store, but it has a ways to go Mozilla Firefox will have a "killswitchˮ for AI Our national nightmare will soon be over, LG will let users remove Copilot app from their smart TVs Xbox and gaming First Xbox Game Pass releases of 2026 include Resident Evil Village and Star Wars Outlaws Xbox Cloud Gaming is coming to Hisense smart TVs and to the latest Fire TV smart TVs GOG goes independent, will continue DRM-free push "Have a blastˮ and other FPS throwbacks from the 1990s Valve quietly killed the LCD Steam Deck model Tips and picks Tip of the week: Itʼs time to give Little AI a look App pick of the week: Bonjourr RunAs Radio this week: What AI can do for SysAdmins in 2026 with Cecilia Wiren Brown liquor pick of the week: The Singleton of Dufftown 12 Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit cachefly.com/twit

PC makers are shaking up CES with wild designs and next-gen chips, but the real story is Microsoft's bold software moves, AI's hardware hunger, and a candid debate over whether any tech company still puts users first. Come for the Windows updates, stay for the whisky warnings and robot bathroom assistants. CES 2026 is here with the 4K hummingbird feeder of your dreams New PCs and more from HP consumers/commercial, HP gamers, Lenovo, others The first official Copilot+ PC desktops Snapdragon X2 Plus joins X2 Elite and X2 Elite Extreme Intel Panther Lake has meaningful CPU and graphics performance gains, but predictable reliability issues AMD Ryzen AI 400 series is a minor bump Windows Paul was the first to report that Microsoft is refactoring it all with Rust A Microsoft distinguished engineer wrote about his desire to refactor all C/C++ code in the company with Rust by 2030 Some mistook this to mean "rewriting Windows with Rust,ˮ so he had to issue a clarification. But I never wrote that. Heads-up: That will happen, but this is really about Azure first and the core underlying code in Microsoftʼs most important platforms Microsoft released hardware-accelerated BitLocker in late 2025 and never told anyone. It requires the latest PC CPUs Copilot app update that adds text editing actions to Copilot Vision across channels Dev and Beta got first previews of AI agents on the Taskbar, starting with the Researcher agent, plus underlying Agent Launchers experience IDC says the global memory shortage (thanks, AI!) could screw up PC and smartphone growth this year AI ChatGPT now has an app store, but it has a ways to go Mozilla Firefox will have a "killswitchˮ for AI Our national nightmare will soon be over, LG will let users remove Copilot app from their smart TVs Xbox and gaming First Xbox Game Pass releases of 2026 include Resident Evil Village and Star Wars Outlaws Xbox Cloud Gaming is coming to Hisense smart TVs and to the latest Fire TV smart TVs GOG goes independent, will continue DRM-free push "Have a blastˮ and other FPS throwbacks from the 1990s Valve quietly killed the LCD Steam Deck model Tips and picks Tip of the week: Itʼs time to give Little AI a look App pick of the week: Bonjourr RunAs Radio this week: What AI can do for SysAdmins in 2026 with Cecilia Wiren Brown liquor pick of the week: The Singleton of Dufftown 12 Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit cachefly.com/twit

PC makers are shaking up CES with wild designs and next-gen chips, but the real story is Microsoft's bold software moves, AI's hardware hunger, and a candid debate over whether any tech company still puts users first. Come for the Windows updates, stay for the whisky warnings and robot bathroom assistants. CES 2026 is here with the 4K hummingbird feeder of your dreams New PCs and more from HP consumers/commercial, HP gamers, Lenovo, others The first official Copilot+ PC desktops Snapdragon X2 Plus joins X2 Elite and X2 Elite Extreme Intel Panther Lake has meaningful CPU and graphics performance gains, but predictable reliability issues AMD Ryzen AI 400 series is a minor bump Windows Paul was the first to report that Microsoft is refactoring it all with Rust A Microsoft distinguished engineer wrote about his desire to refactor all C/C++ code in the company with Rust by 2030 Some mistook this to mean "rewriting Windows with Rust,ˮ so he had to issue a clarification. But I never wrote that. Heads-up: That will happen, but this is really about Azure first and the core underlying code in Microsoftʼs most important platforms Microsoft released hardware-accelerated BitLocker in late 2025 and never told anyone. It requires the latest PC CPUs Copilot app update that adds text editing actions to Copilot Vision across channels Dev and Beta got first previews of AI agents on the Taskbar, starting with the Researcher agent, plus underlying Agent Launchers experience IDC says the global memory shortage (thanks, AI!) could screw up PC and smartphone growth this year AI ChatGPT now has an app store, but it has a ways to go Mozilla Firefox will have a "killswitchˮ for AI Our national nightmare will soon be over, LG will let users remove Copilot app from their smart TVs Xbox and gaming First Xbox Game Pass releases of 2026 include Resident Evil Village and Star Wars Outlaws Xbox Cloud Gaming is coming to Hisense smart TVs and to the latest Fire TV smart TVs GOG goes independent, will continue DRM-free push "Have a blastˮ and other FPS throwbacks from the 1990s Valve quietly killed the LCD Steam Deck model Tips and picks Tip of the week: Itʼs time to give Little AI a look App pick of the week: Bonjourr RunAs Radio this week: What AI can do for SysAdmins in 2026 with Cecilia Wiren Brown liquor pick of the week: The Singleton of Dufftown 12 Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit cachefly.com/twit

https://www.mdpi.com/1420-3049/28/2/833?utm_source=chatgpt.com#Materials_and_MethodsLink to article we discuss at the start of the show, titled "Comparison of the Cannabinoid and Terpene Profiles in Commercial Cannabis from Natural and Artificial Cultivation"This week host @Jackgreenstalk (aka @Jack_Greenstalk on X/instagram backup account) [or contact via email: JackGreenstalk47@gmail.com] is joined by panel with @spartangrown on instagram or X f.k.a. Twitter at https://x.com/grown43626 or email spartangrown@gmail.com for contacting spartan outside social media, any alternate profiles on other social medias using spartan's name, and photos are not actually spartan grown be aware, and and @TheAmericanOne on youtube aka @theamericanone_with_achenes on instagram who's amy aces can be found at amyaces.com .... This week we missed Rust Brandon of @fulcrop.sciences / fulcrop.ceo regained @Rust.Brandon instagram page, and products can be found at bokashiearthworks.com, and @NoahtheeGrowa on instagram, Matthew Gates aka @SynchAngel on instagram and twitter @Zenthanol on youtube who offers IPM direct chat for $1 a month on patreon.com/zenthanol , @drmjcoco from cocoforcannabis.com as well as youtube where he tests and reviews grow lights and has grow tutorials and @drmjcoco on instagram and @ATG Acres Aaron The Grower aka @atgacres his products can be found at atgacres.com view his instagram to find out details about drops!

My talk with lead singer, Multi instrumentalist and manager Garrett Lechowski about Harvest and Rust Neil Young Tribute Band coming Friday, Jan 16 to Cohoes Msic Hall. 

Controlling what they can control. The conversation came up with Nick Sirianni this week about what to do with the #2 seed on the line, and @crockettonair thinks it's the right call. What needs to fall the Birds way?! We talk about the playoff picture in the IN PHLIGHT podcast! Brought to you by Kitay Law Offices - 'The Law Firm With a Heart' -- visit KitayLegal.com! And by CAT Country 96 -- the Lehigh Valley's Home of the Philadelphia Eagles! As well as Cumulus Media Allentown! Find this podcast on our station's websites -- and wherever you get your podcasts!See omnystudio.com/listener for privacy information.

Today's story is called 'Clockwork Boy', and is about your friends and neighbours.Our next story is due on the Concrete Moon, the 1st of February. Be vigilant. Rust never sleeps.Episode transcript: https://www.patreon.com/posts/145083111If you like Modem Prometheus and would like bonus episodes, extra podcasts and other perks, please support us on Patreon!https://www.patreon.com/modemprometheus▶️ FOLLOW US HERE ▶️Mastodon https://namtao.com/@modemprometheusTumblr https://modem-prometheus.tumblr.com▶️ STUDIO EQUIPMENT ▶️Mic: Røde NT1v5 (USB in f32)DAW: REAPER on Linux▶️ CREDITS ▶️Written by Neil Murton, @nigethehatPerformed by Gina SneesbyDirected & Produced by Tris Oaten, @tris@namtao.com, http://namtao.comMP Logo by Carl Huber, http://carlh.comEpisode Logo by Tris OatenTHANKS SO MUCH TO OUR PATRONS!

Lubman and Chickering get into the College Football Playoff and how most of the higher seeds fell to the lower seeded opponents. Is it better to have rest? When does it start to turn on you?

1855 kicks off with a bombshell AP investigation revealing how Silicon Valley giants IBM, Intel, NVIDIA, Oracle, and more spent decades building China’s surveillance state. Also covered, malicious Chrome extensions stealing credentials from 170+ sites, Microsoft’s ambitious Rust migration plans, China’s combat-ready humanoid robot, and Japan restarting the world’s largest nuclear plant. -Want to be a Guest on a Podcast or YouTube Channel? Sign up for GuestMatch.Pro -Thinking of buying a Starlink? Use my link to support the show. Subscribe to the Newsletter. Email Ray if you want to get in touch! Like and Follow Geek News Central’s Facebook Page. Support my Show Sponsor: Best Godaddy Promo Codes $11.99 – For a New Domain Name cjcfs3geek $6.99 a month Economy Hosting (Free domain, professional email, and SSL certificate for the 1st year.) Promo Code: cjcgeek1h $12.99 a month Managed WordPress Hosting (Free domain, professional email, and SSL certificate for the 1st year.) Promo Code: cjcgeek1w Support the show by becoming a Geek News Central Insider Get 1Password Full Summary Cochrane opens episode 1855 with a bombshell. The Associated Press released a major investigation into Silicon Valley’s role building China’s surveillance state. Companies like IBM, Intel, NVIDIA, and Oracle sold technologies for facial recognition and predictive policing. These tools enabled mass detention in Xinjiang. Cochrane expressed horror at the findings and emphasized American companies’ complicity in human rights abuses. Next, the podcast covered serious browser security concerns. Two malicious Chrome extensions had been stealing credentials from over 170 websites for years. Cochrane stressed the need for caution when installing plugins. He also highlighted how attackers exploit trusted extensions through manipulative tactics. Additionally, Cochrane discussed Microsoft’s ambitious plan to replace all C/C++ code with Rust by 2030. The company faces ongoing security challenges from memory safety issues in legacy languages. However, he noted this remains a research project rather than an official goal. Still, the move reflects broader industry trends toward Rust adoption. The episode then featured GitHub Universe 2025’s most influential open-source projects. Cochrane remarked on how the development landscape continues to evolve. TypeScript has emerged as a dominant language alongside new tools that streamline workflows. Meanwhile, advancements in humanoid robotics took center stage. Engine AI unveiled its T800 combat-ready humanoid robot with impressive features. The company even released a viral video of the robot kicking its CEO to prove authenticity. Following this, Cochrane covered the Blackbird flying car prototype. This eVTOL innovation showcases paradigm-shifting propulsion technology. It could transform urban transportation in the coming decades. The podcast also reviewed Android Central’s best smartphones of 2025. OnePlus 15 claimed the top spot thanks to its impressive specs and consumer-focused features. Furthermore, Cochrane addressed a controversial topic: Anna’s Archive scraping Spotify’s entire library. He expressed mixed feelings about the situation. On one hand, artists and the music industry face real harm. On the other, questions about digital preservation and access deserve consideration. Finally, the episode explored groundbreaking brain simulation research. Japan’s Fugaku supercomputer enabled unprecedented neural modeling. This marks a significant step toward understanding neurological diseases. Cochrane wrapped up by discussing Japan’s plans to restart the Kashiwazaki-Kariwa nuclear plant. Local residents remain concerned about safety despite government approval. The decision reflects Japan’s shifting energy strategy post-Fukushima. As the episode closed, Cochrane wished listeners a Happy New Year. He encouraged self-reflection and thanked everyone for tuning in throughout the year. Show Links Silicon Valley’s Role in Building China’s Surveillance State Two Chrome Extensions Caught Secretly Stealing Credentials from Over 170 Sites Microsoft to Replace All C/C++ Code With Rust By 2030 This Year’s Most Influential Open Source Projects EngineAI Unveils T800: Combat-Ready Humanoid Targets Mass Production Aviation Startup Shares Incredible Video of Prototype EV’s Maiden Takeoff Flight Android Central’s Best of 2025: Phones Pirate Archivist Group Scrapes Spotify’s 300TB Library This Breakthrough Brain Simulation Captures a True Brain at Work Japan Prepares to Restart World’s Biggest Nuclear Plant The post Money over Ethics: Silicon Valley and China’s Police State #1855 appeared first on Geek News Central.

#RingRustTop50YearEndCountdown Concludes! #TagMeIn  ~ ~ ~ I'd like to hear from you! Please drop me a line @ ring-rust@hotmail.com {Subject Line: Ring Rust} & let me know what you like {or dislike} about my show! I'm always on the lookout for constructive criticism {if you want playlists again, start giving me feedback, people!}  ~ ~ ~ Check out my #Unboxing videos, all that snazzy anti-social media & support all my shows http://markjabroni.mysite.com/ ~ ~ ~ RECORDED LIVE @ CHMR FM in sunny St. John's NL! Learn more @ https://www.chmr.ca/ If you want to contribute to Betty Cisneros' Stage 4 Cancer treatment, please donate @ https://www.gofundme.com/f/help-betty-battle-her-cancer-away & if you wanted to contribute to the surgeries of wrestling veteran Lufisto, you can check out her store @ http://www.lufisto.com/store-1/ SHOW NOTES... 0:00:59 #25 0:05:27 #24 0:09:45 #23 0:15:56 #22 0:20:56 #21 0:25:01 #20 0:28:50 #19 0:32:26 #18 0:38:34 #17 0:41:32 #16 0:46:22 #15 0:50:10 #14 0:55:38 #13 1:00:13 #12 1:06:01 #11 1:09:54 #10 1:15:32 #09 1:20:44 #08 1:26:18 #07 1:32:08 #06 1:36:48 #05 1:39:47 #04 1:44:15 #03 1:47:05 #02 1:50:51 #01

Did you ever wonder why you don't rust? Before you laugh, remember—iron is not only a major part of your blood, it is used to attract the oxygen that is carried by your blood to the rest of your body. And you know what happens when oxygen meets the iron in your car or a tool that is left outside overnight—rust! So, why don't we rust?Part of the reason is that the molecular structure of hemoglobin is very cleverly designed so that the iron in your hemoglobin attracts oxygen and holds it but, at the same time, is prevented from rusting. There are many designs that hemoglobin could have—but the actual structure prevents rust from forming. But 200 billion of your red blood cells die every day. The iron in those cells is no longer prevented by the hemoglobin from forming rust. So your body collects iron from these cells and stores it in tiny protective containers made up of the protein ferritin, where it is prevented from combining with oxygen and turning into rust.Actually, these rust-proofing systems in the body can go wrong because of a rare genetic defect called bronze anemia. People suffering from this defect actually do develop rust-like deposits in their bodies, and sometimes the rust actually discolors their skin.The careful planning and intricately related systems that make life possible speak loudly of a Creator. No wonder discoveries in the biological sciences have caused some scientists to defect from evolution and see creation as the better explanation.Acts 7:49-50"'Heaven is My throne, and earth is My footstool. What house will you build for Me?' says the Lord, or what is the place of My rest? Has My hand not made all these things?'"Prayer: Dear Lord, everything You have made is excellent beyond compare and made with great understanding. I ask that You would help me to have wisdom from You for my life. Amen.REF.: Why don't we rust? Science Digest. To support this ministry financially, visit: https://www.oneplace.com/donate/1232/29?v=20251111

1 - Reverend Joshua C. Robertson joins us today. What are the pastor's concerns about our governor? Does he think that Shapiro will sign his legislation into our state? How is Josh “blackwashing” things in our education system? Why is it so important for our communities, especially our Church communities to rise up and make our voices heard? Why is Pastor Robertson sick of Pennsylvania's leaders pointing fingers? Can we scale up Pastor Robertson's efforts? 115 - Did SEPTA do their jobs this year in curbing fare evasion? 120 - Your calls. Is Virginia in for a rude awakening? 135 - Your calls. 140 - Should the Eagles rest their starters on Sunday? 150 - More calls to end the hour.

From creating SWE-bench in a Princeton basement to shipping CodeClash, SWE-bench Multimodal, and SWE-bench Multilingual, John Yang has spent the last year and a half watching his benchmark become the de facto standard for evaluating AI coding agents—trusted by Cognition (Devin), OpenAI, Anthropic, and every major lab racing to solve software engineering at scale. We caught up with John live at NeurIPS 2025 to dig into the state of code evals heading into 2026: why SWE-bench went from ignored (October 2023) to the industry standard after Devin's launch (and how Walden emailed him two weeks before the big reveal), how the benchmark evolved from Django-heavy to nine languages across 40 repos (JavaScript, Rust, Java, C, Ruby), why unit tests as verification are limiting and long-running agent tournaments might be the future (CodeClash: agents maintain codebases, compete in arenas, and iterate over multiple rounds), the proliferation of SWE-bench variants (SWE-bench Pro, SWE-bench Live, SWE-Efficiency, AlgoTune, SciCode) and how benchmark authors are now justifying their splits with curation techniques instead of just "more repos," why Tau-bench's "impossible tasks" controversy is actually a feature not a bug (intentionally including impossible tasks flags cheating), the tension between long autonomy (5-hour runs) vs. interactivity (Cognition's emphasis on fast back-and-forth), how Terminal-bench unlocked creativity by letting PhD students and non-coders design environments beyond GitHub issues and PRs, the academic data problem (companies like Cognition and Cursor have rich user interaction data, academics need user simulators or compelling products like LMArena to get similar signal), and his vision for CodeClash as a testbed for human-AI collaboration—freeze model capability, vary the collaboration setup (solo agent, multi-agent, human+agent), and measure how interaction patterns change as models climb the ladder from code completion to full codebase reasoning. We discuss: John's path: Princeton → SWE-bench (October 2023) → Stanford PhD with Diyi Yang and the Iris Group, focusing on code evals, human-AI collaboration, and long-running agent benchmarks The SWE-bench origin story: released October 2023, mostly ignored until Cognition's Devin launch kicked off the arms race (Walden emailed John two weeks before: "we have a good number") SWE-bench Verified: the curated, high-quality split that became the standard for serious evals SWE-bench Multimodal and Multilingual: nine languages (JavaScript, Rust, Java, C, Ruby) across 40 repos, moving beyond the Django-heavy original distribution The SWE-bench Pro controversy: independent authors used the "SWE-bench" name without John's blessing, but he's okay with it ("congrats to them, it's a great benchmark") CodeClash: John's new benchmark for long-horizon development—agents maintain their own codebases, edit and improve them each round, then compete in arenas (programming games like Halite, economic tasks like GDP optimization) SWE-Efficiency (Jeffrey Maugh, John's high school classmate): optimize code for speed without changing behavior (parallelization, SIMD operations) AlgoTune, SciCode, Terminal-bench, Tau-bench, SecBench, SRE-bench: the Cambrian explosion of code evals, each diving into different domains (security, SRE, science, user simulation) The Tau-bench "impossible tasks" debate: some tasks are underspecified or impossible, but John thinks that's actually a feature (flags cheating if you score above 75%) Cognition's research focus: codebase understanding (retrieval++), helping humans understand their own codebases, and automatic context engineering for LLMs (research sub-agents) The vision: CodeClash as a testbed for human-AI collaboration—vary the setup (solo agent, multi-agent, human+agent), freeze model capability, and measure how interaction changes as models improve — John Yang SWE-bench: https://www.swebench.com X: https://x.com/jyangballin Chapters 00:00:00 Introduction: John Yang on SWE-bench and Code Evaluations 00:00:31 SWE-bench Origins and Devon's Impact on the Coding Agent Arms Race 00:01:09 SWE-bench Ecosystem: Verified, Pro, Multimodal, and Multilingual Variants 00:02:17 Moving Beyond Django: Diversifying Code Evaluation Repositories 00:03:08 Code Clash: Long-Horizon Development Through Programming Tournaments 00:04:41 From Halite to Economic Value: Designing Competitive Coding Arenas 00:06:04 Ofir's Lab: SWE-ficiency, AlgoTune, and SciCode for Scientific Computing 00:07:52 The Benchmark Landscape: TAU-bench, Terminal-bench, and User Simulation 00:09:20 The Impossible Task Debate: Refusals, Ambiguity, and Benchmark Integrity 00:12:32 The Future of Code Evals: Long Autonomy vs Human-AI Collaboration 00:14:37 Call to Action: User Interaction Data and Codebase Understanding Research

Rust or Rest Speaker: Jim Blalock

Mike Florio joins to break down the latest around the NFL, including the “Rest vs. Rust” dilemma for playoff-bound teams in the final week of the season, noting it's always a case-by-case decision. He weighs in on the Steelers, saying he doesn't expect them to move on from Mike Tomlin—but if they do, they'd better have a solid Plan B. Mike also discusses the murky situation with Joe Burrow and the Bengals, and highlights why Christian McCaffrey deserves more attention in the league

Hour 4 opens with a look ahead to the Dolphins' offseason, including how the draft picture will come into focus after the Combine and Pro Days. Joe and Dave caution against reading too much into workouts, noting examples like Zach Wilson, and stress that mobility is increasingly essential for quarterbacks in today's NFL. The hour then features Mike Florio joining to break down the latest around the league, including the “Rest vs. Rust” debate for playoff-bound teams, the Steelers' situation with Mike Tomlin, the murky future of Joe Burrow in Cincinnati, and why Christian McCaffrey deserves more recognition.

On today's show, Joe and Dave cover everything from the hardwood to the gridiron, starting with the Panthers and Heat grabbing big wins, Nikola Jokic's injury, and Matthew Tkachuk's potential return. They break down the Dolphins' struggles, post-Tua direction, and Quinn Ewers' progress, while previewing Miami's high-stakes matchup against Ohio State and the Hurricanes' opportunity to shine against a loaded Buckeyes roster. The show dives deeper with Kyle Crabbs on the Dolphins' QB situation, roster moves, and GM hiring process, followed by Ben Volin's take on the Patriots, Drake Maye, and the Belichick-Patriots saga. Hour 4 looks ahead to Miami's offseason, draft prospects, and quarterback mobility in today's NFL, with Mike Florio weighing in on the “Rest vs. Rust” debate, Steelers' stability, Joe Burrow's future, and Christian McCaffrey's impact. It's a full slate of analysis, previews, and expert insights across college and pro football and beyond.

This week host @Jackgreenstalk (aka @Jack_Greenstalk on X/instagram backup account) [or contact via email: JackGreenstalk47@gmail.com] is joined by panel with @spartangrown on instagram or X f.k.a. Twitter at https://x.com/grown43626 or email spartangrown@gmail.com for contacting spartan outside social media, any alternate profiles on other social medias using spartan's name, and photos are not actually spartan grown be aware, and and @TheAmericanOne on youtube aka @theamericanone_with_achenes on instagram who's amy aces can be found at amyaces.com This week we missed Rust Brandon of @fulcrop.sciences / fulcrop.ceo regained @Rust.Brandon instagram page, and products can be found at bokashiearthworks.com, and @NoahtheeGrowa on instagram, Matthew Gates aka @SynchAngel on instagram and twitter @Zenthanol on youtube who offers IPM direct chat for $1 a month on patreon.com/zenthanol , @drmjcoco from cocoforcannabis.com as well as youtube where he tests and reviews grow lights and has grow tutorials and @drmjcoco on instagram and @ATG Acres Aaron The Grower aka @atgacres his products can be found at atgacres.com view his instagram to find out details about drops!

A $20 billion AI deal while you were away?

We make our big Linux predictions for 2026, but first, we score how we did for 2025.Sponsored By:Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love. 1Password Extended Access Management: 1Password Extended Access Management is a device trust solution for companies with Okta, and they ensure that if a device isn't trusted and secure, it can't log into your cloud apps. CrowdHealth: Discover a Better Way to Pay for Healthcare with Crowdfunded Memberships. Join CrowdHealth to get started today for $99 for your first three months using UNPLUGGED.Unraid: A powerful, easy operating system for servers and storage. Maximize your hardware with unmatched flexibility. Support LINUX UnpluggedLinks:

The segment previews the big Miami–Ohio State matchup, noting that Ohio State may be taking Miami lightly. The conversation then shifts to the final week of the NFL regular season, exploring which teams should rest starters and weighing the “rust vs. rest” debate. Joe highlights that it's been a long time since the Dolphins faced this type of decision, given they're rarely atop the conference

Josh talk to Dirkjan and Joe about Rustls (pronounced rustles), a Rust-based TLS library. Dirkjan and Joe are developers on Rustls. We talk about the history that got us to this point. The many many challenges in writing a TLS library (Rust or not). We also chat about some of what's to come. Rustls has an OpenSSL compatibility layer which makes is a really interesting project. The show notes and blog post for this episode can be found at https://opensourcesecurity.io/2025/2025-12-rustls-dirkjan-joe/

PRESIDENT LOOOOOMIS!With Gourley And Rust bonus content on PATREON and merchandise on REDBUBBLE.With Gourley and Rust theme song by Matt's band, TOWNLAND.And also check out Paul's band, DON'T STOP OR WE'LL DIE. Hosted on Acast. See acast.com/privacy for more information.

Mike's Year End Post (https://dominickm.com/2025-year-end-retrospective/) Mike on LinkedIn (https://www.linkedin.com/in/dominucco/) Mike's Blog (https://dominickm.com) Show on Discord (https://discord.com/invite/k8e7gKUpEp) Alice Promo (https://go.alice.dev/data-migration-offer-hands-on) Dreamcast assorted references: Dreamcast overview https://sega.fandom.com/wiki/Dreamcast History of Dreamcast development https://segaretro.org/HistoryoftheSegaDreamcast/Development The Rise and Fall of the Dreamcast: A Legend Gone Too Soon (Simon Jenner) https://sabukaru.online/articles/he-rise-and-fall-of-the-dreamcast-a-legend-gone-too-soon The Legacy of the Sega Dreamcast | 20 Years Later https://medium.com/@Amerinofu/the-legacy-of-the-sega-dreamcast-20-years-later-d6f3d2f7351c Socials & Plugs The R Podcast https://r-podcast.org/ R Weekly Highlights https://serve.podhome.fm/r-weekly-highlights Shiny Developer Series https://shinydevseries.com/ Eric on Bluesky https://bsky.app/profile/rpodcast.bsky.social Eric on Mastodon https://podcastindex.social/@rpodcast Eric on LinkedIn https://www.linkedin.com/in/eric-nantz-6621617/

Good news for custom Android ROMs, Rust is here to stay in the kernel, an open source success story in Germany, and a new version of elementary OS is out. Plus discoveries is back including better Firefox history, migrating from Windows to Linux, automating telescopes, turning old tablets into clocks, and more. News Good news for custom ROMs: Google just released the Android 16 QPR2 The (successful) end of the kernel Rust experiment New Linux Patch Confirms: Rust Experiment Is Done, Rust Is Here To Stay Goodbye, Microsoft: Schleswig-Holstein relies on Open Source and saves millions elementary OS 8.1 Available Now Discoveries Better History Operese commodore64 is back!? Making History: Signing the Commodore Contract + C64 Ultimate Production Update PiFinder Fullscreen Clock Clasp Tailscale Tailscale is an easy to deploy, zero-config, no-fuss VPN that allows you to build simple networks across complex infrastructure. Go to tailscale.com/lnl and try Tailscale out for free for up to 100 devices and 3 users, with no credit card required. Use code LATENIGHTLINUX for three free months of any Tailscale paid plan. Support us on patreon and get an ad-free RSS feed with early episodes sometimes See our contact page for ways to get in touch. RSS: Subscribe to the RSS feeds here