Podcasts about Open source

In this week's episode of the Coin Stories News Block powered exclusively by Ledn, we cover these major headlines related to Bitcoin, macroeconomics, and global finance: What the wave of Bitcoin company closures and bankruptcies tells us about where we are in the bear market 84% of Bitcoin is now held by long-term holders — the highest level ever recorded AI agents just paid each other in Bitcoin over Lightning for the first time BlackRock, Fidelity, and seven other institutions pledge $15M to protect Bitcoin from quantum threats — and critics are calling it "Big Bitcoin" Strategy repurchases $25M in STRC at $86.52 and boosts its cash reserve to $3.75 billion ---- The News Block is powered exclusively by Ledn – the global leader in Bitcoin-backed loans, issuing over $11 billion in loans since 2018, and they were the first to offer proof of reserves. With Ledn, you get custody loans, no credit checks, no monthly payments, and more. My followers get .25% off their first loan. Learn more at www.ledn.io/natalie  ---- Order Natalie's new book "Bitcoin is For Everyone," a simple introduction to Bitcoin and what's broken in our current financial system: https://amzn.to/3WzFzfU If you'd like to buy using Bitcoin, just head to https://shop.talkingbitcoin.com and pay in sats! ---- Read every story in the News Block with visuals and charts! Join our mailing list and subscribe to our free Bitcoin newsletter: https://thenewsblock.substack.com  —- References mentioned in the episode: BitMEX Ends Operations After 11 Years BitMart to Wind Down Its Exchange Satsuma Shareholders Approve Bitcoin Treasury Liquidation Smarter Web Company Sells Bitcoin to Repay Debt Poolin Files for Bankruptcy Poolin Files Chapter 11 and Sets $52 Million Floor Bid Bitcoin Standard Treasury Company Scraps Original SPAC Terms Jack Mallers Steps Down as Twenty One Capital CEO MARA Sells $1.5 Billion of Bitcoin Amid AI Shift Bitdeer Empties Its Bitcoin Treasury as Miners Pivot to AI Natalie Brunell Interviews MARA CEO Fred Thiel 84% of Bitcoin Is Held by Long-Term Holders Bitcoin Conviction Is at an All-Time High Lightning Labs Launches Wavelength Jensen Huang Explains Why Open AI Models Matter Mark Zuckerberg on Open Source and Preventing Centralization Elon Musk Says X's Code Will Be Open Source and Audited Jack Dorsey Announces Buzz Michael Levin Demonstrates Buzz and Wavelength Working Together Satoshi Nakamoto on the Root Problem With Conventional Currency Mike Schmidt Explains the Bitcoin Security Consortium Brian Armstrong on Preparing Bitcoin for Quantum Computing Official Bitcoin Security Consortium Announcement BlackRock, Coinbase and Strategy Join $15 Million Security Consortium Nine Firms Launch the Bitcoin Security Consortium Galaxy Launches the Bitcoin Quantum Readiness Initiative Strategy Overhauls Its Bitcoin Capital-Markets Metrics Strategy Announces Its New Bitcoin Capital-Markets Metrics ----  

Matt Murphy is a Partner at Menlo Ventures, who just raised $3 billion in fresh capital, its largest pool ever. Matt's portfolio includes Anthropic, Lovable, Legora, OpenRouter, Chai Discovery, Axiom, OpenEvidence and more. AGENDA:  00:00 Why Menlo Broke All Its Investing Rules to Back Anthropic 09:00 Why Ownership Matters Less in an Outlier-Driven Venture Market 13:00 Do We Have an SPV Problem in Venture Today? 20:00 Do Margins Still Matter in AI? 23:00 Why Open Source Won't Derail Anthropic's Growth 26:00 Does Every Model Provider Need to Build Its Own Chips? 29:00 Why Anthropic Is Not a Threat to Legora 32:00 Why Series A Is the Hardest Place to Invest Today 36:00 Why Signalling Is B.S. and Every Fund Is Going Full Stack 42:00 Why Building a Company in Europe Is Hard Mode 47:00 Why Triple-Triple-Double-Double Is No Longer Venture-Scale Growth  

Block's Buzz is an open, self-hostable workspace for humans, AI agents, chat, and code; and it may be the most Linux-friendly vision for what comes next.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Jupiter Broadcasting Buzz CommunityWeb Boost — Send us a boost via sats or USD

Ben Horowitz joins Theo Jaffee and Sofia Puccini to discuss one of the biggest debates in AI today: the future of open-source models. They examine the growing push to restrict open models, why Ben believes open source is critical for security, innovation, and competition, and what happens if a handful of frontier labs come to dominate the AI ecosystem. They also discuss distillation, AI monopolies, China's role in open-source AI, robotics, manufacturing, the economics of frontier models, and why Ben believes the AI market is still in its earliest stages. The conversation closes with a look at AI-generated art, creativity, and whether new tools will spark the next cultural renaissance.   Resources: Follow Ben Horowitz on X: https://x.com/bhorowitz Follow Theo Jaffee on X: https://x.com/theojaffee Follow Sofia Puccini on X: https://x.com/schisofrenia 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.

AGENDA: 00:04 China's Kimi and Qwen Put Frontier AI on Notice00:08 Washington Debates Whether Chinese AI Models Should Be Banned 00:17 Can America Build a Profitable Open-Weight AI Champion? 00:21 OpenRouter's Moment: Is This the Perfect Time to Sell? 00:31 Fireworks' $1.5B Raise Signals the Real AI Money Is in Infrastructure 00:39 Why Every Great AI App May Need to Build Its Own Model 00:50 Stripe's Bold Play to Buy PayPal 01:01 The AI Funding Frenzy: Why Late-Stage Venture Is Winning 01:12 Nuclear Startups Go Wild While Databricks and Stripe Stay Private 01:15 The AI Supply Chain War: TSMC, ASML, DRAM—and Nvidia's Next Move  

Last year Jimmy Bogard released commercial licensed versions of AutoMapper and Mediatr - how's it going? Carl and Richard chat with Jimmy about the decision to go commercial and what he's learned after a year. Making customer transactions is part of the process for sure, as is a new array of issues and ideas. But for the most part, Jimmy says it was the right decision and has been a good experience. Another great story of sustainable open source!

ITU: Ready to break through your biggest business bottleneck? Apply to work with me 1:1 - https://impacttheory.co/SCALESign up for my AI Masterclass: https://tombilyeu.com/ai-masterclass?utm_campaign=TBS-Livestream&utm_source=youtube&utm_medium=socialWelcome to another episode of Impact Theory with Tom Bilyeu! In today's show, Tom dives headfirst into the latest groundbreaking developments shaking up the worlds of AI, geopolitics, and beyond. From OpenAI's latest model hacking its way out of a test environment and the explosive competition between American and Chinese AI models, to major policy moves from Trump—think tariffs on generic drugs and high-stakes strikes on Iran's nuclear facilities—Tom pulls no punches unpacking the biggest stories. Along the way, he tackles pressing questions about the arms race in artificial intelligence, election integrity, and shifting global economic power.Expect candid analysis of how propaganda and incentive systems drive both technology and politics, the philosophical debates raging around AI regulation, and some lively cultural detours—including the future of human longevity and what Christopher Nolan's latest epic says about morality. Loaded with sharp perspective and a commitment to exploring all sides, this episode is your window into the headlines that will shape our future. So buckle up—today's conversations may challenge everything you think you know.Chapters: 00:00 Discussing unbiased news sources07:12 AI moving at machine speed15:41 Self-regulating through personal values20:52 Concerns about AI training data25:47 Deciding between patent or trade secret27:13 Discussing Palantir's AI solutions36:49 Reflecting on initial thoughts on Iran40:54 Trump's strategy with Iran47:30 Admitting uncertainty in discussions51:11 China and the concept of fascism55:59 Discussion on voter fraud concerns01:00:57 Discussing media and integrity standards01:05:07 Senate's role in representation01:13:44 Cultural sensitivity in character adaptation01:18:07 Praising Christopher Nolan's latest film01:21:54 Cell aging and methylation process01:31:19 Speculating on new nation concepts01:36:30 Gambling laws in video gamesSponsors: Quince: Free shipping and 365-day returns at https://quince.com/impactpodWhatnot: Download the Whatnot app today and get free shipping on your first order.Ketone IQ: Visit https://ketone.com/IMPACT for 30% OFF your subscription orderATT Business: Switch to AT&T Business at business.att.comIncogni: Take your personal data back with Incogni! Use code IMPACT at the link below and get 60% off an annual plan: https://incogni.com/impact Pique: 20% off at https://piquelife.com/impactNetsuite: Right now, get our free business guide, Demystifying AI, at https://NetSuite.com/TheorySee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Episode 4187 │ July 22, 2026 The AI didn't escape. It was released. The fear that followed is designed to do one thing — hand control of all AI to the people building your prison. WHAT THIS EPISODE COVERS Scott Kesterson opens with the Zero Hedge headline — OpenAI's GPT 5.6 SOL escaped its testing environment and hacked Hugging Face to cheat on a benchmark — and immediately strips the fear narrative away from it: the AI did not escape on its own, it was explicitly told to win at any cost with all guardrails deliberately removed by human engineers running an internal test called Exploit Jim, found a zero-day vulnerability, inferred that Hugging Face held the answer key, stole credentials, and was caught by Hugging Face's own security team before succeeding — a controlled experiment weaponized into a fear headline, with the structural beneficiary being the centralized mega lab model that wants regulation tightening around open source AI development. The episode maps the real war underneath the headline — the open source AI community building sovereign, locally-run, non-subscription models like those running on AMD's new Ryzen Halo desktop processor directly against the centralized cloud-hosted mega systems of OpenAI, Anthropic, Microsoft, and Google positioning for Department of Defense, CIA, NSA, and surveillance state contracts worth billions — and names the Huxley psyop at the center of it: the victim of mind manipulation does not know he is a victim, the walls of his prison are invisible, and he believes himself to be free. The episode closes on the only reliable counter to the fear architecture: not whether you use AI, but whether you trust — not just faith, but trust — that the God who fights your battles is greater than any surveillance state, any released AI, or any fear token the machine can issue. KEY QUESTIONS ADDRESSED What actually happened when OpenAI's GPT 5.6 SOL escaped its sandbox and hacked Hugging Face — and why does the fact that human engineers deliberately removed all guardrails and told the AI to win at any cost make the fear headline structurally dishonest about what AI can and cannot do on its own? Who benefits from a headline about escaped AI — and why does Scott argue that the incident, intentional or not, functions as a case study that will be cited to justify tighter regulation, centralized control, and a narrative designed to separate ordinary people from the sovereign open source AI tools that threaten the mega lab business model? What is the Huxley principle at the center of the AI fear architecture — and why does Scott argue that the same psyop running through AI headlines, drone warfare, Gaza targeting, and the Iran campaign all share one root: remove human accountability, blame the tool, and use the resulting fear to build the walls of a prison the occupant believes is freedom? ABOUT BARDSFM BardsFM is a daily independent podcast covering faith, liberty, history, and information warfare. Hosted by Scott Kesterson — combat veteran, documentary filmmaker, and rancher. Over 4,100 episodes and 50 million lifetime downloads. New episodes every weekday. bards.fm This episode was researched and produced under the Spatial Terra Intelligence Methodology (STIM v5) — the analytical framework built by Scott Kesterson — with AI-assisted research synthesis at a 70/30 human/AI authorship ratio, fully disclosed. All analysis, conclusions, and editorial judgments are those of Scott Kesterson. BardsFM's faith archive includes hundreds of episodes on prayer, scripture, and walking the Way of Christ — available free in the full episode catalog. AFFILIATE LINKS Bards Nation Health Store: www.bardsnationhealth.com MYPillow promo code: BARDS >> Go to https://www.mypillow.com/bards and use the promo code BARDS or... Call 1-800-975-2939.  EMPShield protect your vehicles and home. Promo code BARDS: Click here Treadlite Broadforks...best garden tool EVER. Promo code BARDS26: TreadliteBroadforks.com EnviroKlenz Air Purification, promo code BARDS to save 10%: www.enviroklenz.com Morning Intro Music Provided by Brian Kahanek: www.briankahanek.com Founders Bible 20% discount code: BARDS >>> TheFoundersBible.com Windblown Media 20% Discount with promo code BARDS: windblownmedia.com White Oak Pastures Grassfed Meats, Get $20 off any order $150 or more. Promo Code BARDS: www.whiteoakpastures.com/BARDS Mission Darkness Faraday Bags and RF Shielding. Promo code BARDS: Click here DONATIONS: If you wish to support this podcast directly you can donate here... DONATE: Click here MAILING ADDRESS: Xpedition Cafe, LLC Attn. Scott Kesterson 591 E Central Ave, #740 Sutherlin, OR  97479

Topics covered in this episode: django-orjson Best Django Redis configuration for speed and size Linus Torvalds puts the foot down against Anti-AI Kernel Maintainers Django Steering Council backs the Triptych Project Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Consulting from Six Feet Up Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am PT. Older video versions available there too. Michael #1: django-orjson Adam Johnson dropped django-orjson - drop-in replacements for the Django and DRF pieces that touch JSON, swapping stdlib json for orjson, the Rust-based library. Headline numbers: 10x faster serialization, 2x faster deserialization. The interesting question is why this needs to be a package at all. pip install orjson is the easy part. Adam's actual pitch: adopting it "isn't easy, especially when your framework uses json in many different parts." Django scatters JSON across JsonResponse, the test client and test case classes, the json_script template tag, and more. There's no single hook to grab, so you get a library that catches them all. Adam is refreshingly honest about the scale of the win. His words: "While database queries tend to dominate the typical Django application's runtime, the time spent in serialization and deserialization can still be significant." He calls it "a nearly free performance win" - not "this will 10x your app." That's a claim about cost, not magnitude, and it's worth keeping those straight. Worth flagging what the post doesn't cover: caveats. There are none in the article, but orjson has real ones. Django and Flask both render datetimes as RFC 822 HTTP-date (Wed, 15 Jul 2026 12:00:00 GMT); orjson does ISO 8601. It can't do ensure_ascii, it rejects NaN and Infinity (which stdlib happily emits), and it raises on Decimal. If you've got a JS client parsing dates, that's a wire-format change. Who should actually take this? If you're a DRF shop shoveling JSON all day, yes - it's cheap and it's real. If your app mostly renders HTML templates, you're optimizing a slice of runtime that's already near zero. The problem Adam's package solves doesn't exist in Flask or Quart. They already centralize every JSON operation - jsonify, request.get_json(), the test client, the |tojson filter - behind one provider object at app.json. So there's no library to install. It's about ten lines: import orjson from quart.json.provider import JSONProvider # or flask.json.provider class OrjsonProvider(JSONProvider): def dumps(self, obj, **kwargs) -> str: return orjson.dumps(obj).decode() # provider must return str def loads(self, s, **kwargs): return orjson.loads(s) app.json = OrjsonProvider(app) The numbers on talkpython.fm Evaluated it, measured it, and skipped it. The biggest JSON payload we serve is our MCP server returning a cached episode transcript, about 139 KB. Swapping the provider saves 0.119 milliseconds per request. That total response takes 1.1 ms We got 4.1x, not 10x - and the reason is the good lesson. Payload shape decides your speedup. The 10x is for structure-heavy data, lots of small keys where stdlib burns time in Python-level dispatch per item. Our hot payload is one giant transcript string, so the work is escaping and memcpy Calvin #2: Best Django Redis configuration for speed and size Peter Bengtsson revisits a classic: his 2017 "Fastest Redis configuration for Django" benchmark now has a 2026 update posted this week. The 2017 post pitted django-redis serializers (json, ujson, msgpack, pickle) and compressors (zlib, lzma) against each other; conclusion was msgpack + zlib as the sweet spot - avoid the json serializer, it's fat and slow. The 2026 update narrows focus to just compressors: default (no compression), zlib, lzma, and newcomer zstd. New results: lzma compresses best but is slowest; zstd is the fastest compressor on Ubuntu; differences between them are very small. Big takeaway across both: compression buys you a lot of space (2–3.5x smaller) for very little speed cost - worth it for Redis where memory is the constraint. Caveat from the author: results depend heavily on your data - his test stores short strings of numbers, so benchmark your own workload. Michael #3: Linus Torvalds puts the foot down against Anti-AI Kernel Maintainers Write up on Ars. Really good coverage by Maximillian: Time to wake up (for some) Torvalds said that “Linux is not one of those anti-AI projects, and if somebody has issues with that, they can do the open-source thing and fork it. Or just walk away.” I agree with Max, putting your head in the sand and waiting for AI to go away will likely mean you won't be working professionally in software development in the coming years. The statement came amid a lengthy thread arguing about the use of Sashiko, an “agentic Linux kernel code review system” that its creators claim can, in tests, independently find 53.6 percent of the bugs that would end up being fixed by human coders in later commits. “We're not forcing anybody to use [LLM tools], but I will very loudly ignore people who try to argue against other people from using it,” Torvalds said. “Anybody who points to the problems at AI had better be looking in the mirror and pointing at themselves at the same time,” Torvalds wrote. Calvin #4: Django Steering Council backs the Triptych Project Django Steering Council issued a Letter of Collaboration backing Carson Gross & Alex Petros's funding bid for the Triptych Project - three proposals to make HTML more expressive natively, in every browser. The three additions: PUT/PATCH/DELETE methods for forms, button actions (buttons that fire HTTP requests without a wrapping form), and partial page replacement. Distills the core ideas from HTMX/Unpoly/Turbo into the HTML standard itself - no JS, no library, nothing to ship or maintain. Current focus is button actions (WHATWG #12330): Logout instead of wrapping a button in a form. Relevant to Django directly - think the admin submit row and disguised delete links; Django 6.0's template partials were already inspired by these patterns. How to help: companies can send non-binding letters of support on letterhead; individuals can read the proposals and weigh in on the WHATWG issues. Extras Calvin: DOOMQL - A playable first-person shooter whose framebuffer is a SQL query. Michael: Granian 2.7.9 fixes WSGI threadpool scheduler starvation/underscaling Welcome Calvin post Joke: Solving all bugs

Open source engagement is a journey, and it doesn't start with contributing large amounts of code, even if you're a large company.In this segment of the My Open Source Experience podcast Ashan Senevirathne talks about Swisscom's approach to explore and leverage projects from the CNCF ecosystem to build and operate their networks.Learn more about:- OSS projects that are easy to adopt in the telecom ecosystem- OSS projects that are addressing needs that are specific to the telecom segment, such as Nephio- How the telecom industry matured and started to flourish in how they are engaging with open source projects like openStack and Kubernetes- How standards bodies fit in between telecom operators, vendors and the open source ecosystem- The need for standards bodies to evolve faster#opensource #community #collaboration #experience #podcast Hosted on Acast. See acast.com/privacy for more information.

Inklusive Kommunikation klingt für manche nach Stilfrage, für andere nach Sprachpolizei und für wieder andere einfach nach gesundem Menschenverstand. Aber was passiert eigentlich, wenn Sprache nicht nur beschreibt, sondern Bilder im Kopf erzeugt, Teams prägt und sogar beeinflusst, wer sich auf einen Job bewirbt oder in einer Tech Community willkommen fühlt? Genau darum geht es in dieser Episode.Zu Gast ist Lukas Kahwe Smith, Softwareentwickler, Open Source Veteran aus dem PHP-Community und ehemaliger CTO von Witty Works. Mit ihm sprechen wir über inklusive Sprache in der Softwareentwicklung, über Gendern, geschlechtsneutrale Begriffe, diskriminierende Sprachmuster, problematische Formulierungen in Stellenausschreibungen und die Frage, warum Begriffe wie Main Branch, Master Branch, Whitelist, Blacklist oder Leader Follower in der Tech-Welt mehr sind als nur Benennungssache. Außerdem schauen wir auf Open Source, Teamkommunikation, Leadership-Kommunikation, Diversity in Communities und darauf, wie Witty Works als Browser Extension und Lerntool für inklusivere Kommunikation funktioniert hat.Besonders spannend wird es beim Blick auf KI und LLMs. Helfen ChatGPT, Claude und Co. dabei, inklusiver zu schreiben, oder zementieren sie am Ende nur die Sprache der Vergangenheit? Wenn du wissen willst, warum Kontext wichtiger ist als starre Regeln, wie Sprache Kultur verändert und weshalb kleine Formulierungen große Wirkung haben können, dann ist diese Folge genau dein Ding. Bonus: Ein racist soap dispenser und ein Git Branch haben heute mehr gemeinsam, als dir vielleicht lieb ist.Unsere aktuellen Werbepartner findest du auf https://engineeringkiosk.dev/partnersDas schnelle Feedback zur Episode:

Stay informed on current events, visit www.NaturalNews.com  - Kimmy K3 AI Model and Solar Project Updates (0:02) - Recommendations for Solar Equipment and Pekron Solar Well Power Station (8:21) - Global Famine Prediction for 2027 (14:59) - Impact of the War on Food Supply and Global Economy (38:40) - Formation of the World Artificial Intelligence Cooperation Organization (WAICO) (41:54) - Challenges and Opportunities for WAICO (54:35) - Comparison of Western and Eastern AI Development (54:56) - Potential Risks and Benefits of AI Development (1:12:39) - Personal Reflections and Call to Action (1:15:21) - Conclusion and Future Outlook (1:21:05) - Kimi K3 vs. Anthropic: Performance and Cost Comparison (1:21:24) - China's AI Advancements and Collaboration (1:30:15) - Cultural Differences and AI Development (1:32:32) - Economic and Political Implications of AI Development (1:46:52) - Zach Voorhees on AI and Government Influence (2:01:22) - AI Cybersecurity and Ethical Concerns (2:13:07) - The Future of AI and Humanity (2:14:49) - Preparing for the AI Future (2:20:28) - The Role of Open-Source AI Models (2:20:42) - The Impact of AI on Global Competition (2:36:02) Watch more independent videos at http://www.brighteon.com/channel/hrreport  ▶️ Support our mission by shopping at the Health Ranger Store - https://www.healthrangerstore.com ▶️ Check out exclusive deals and special offers at https://rangerdeals.com ▶️ Sign up for our newsletter to stay informed: https://www.naturalnews.com/Readerregistration.html Watch more exclusive videos here:

As governments weigh new restrictions on frontier AI models, one question is becoming increasingly important: what role should open source play in the future of artificial intelligence? Theo Jaffee and Sofia Puccini speak with Hugging Face CEO Clément Delangue about AI regulation, open source safety, model routing, and why he believes competition—not consolidation—is essential for the industry's future. They discuss GPT-5, government oversight of frontier models, Hugging Face surpassing $100 million in annual recurring revenue, local AI, China's open-source ecosystem, Europe's AI ambitions, and why routing workloads across specialized models could fundamentally reshape where value is created in AI.   Resources: Follow Clément Delangue on X: https://x.com/ClementDelangue Follow Theo Jaffee on X: https://x.com/theojaffee Follow Sofia Puccini on X: https://x.com/schisofrenia Follow MTS on X: https://x.com/mtslive 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.

Linus delivers a blunt verdict on AI in the Linux kernel, Chris finds the remote Linux desktop that finally works, and Brent gives his notes system a serious rebuild.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Web Boost — Send us a boost via sats or USD

Josh welcomes Josh Marpet for a discussion about abandoned open source packages. Josh Marpet has a foundation called Value Chain Risk Institute that has a report discussion how to start measuring if an open source package might be abandoned. There's a lot of data, but not a lot of groups using that data to help make informed decisions about using open source. VCRI is one of those places that's starting to do this. The show notes and blog post for this episode can be found at https://opensourcesecurity.io/2026/2026-07-VCRI-josh-marpet  

Ben Castanon became Unitary Foundation's first CEO in February 2026, after roughly four years with the organization as Chief of Staff and then COO. He came into quantum from an unusual direction — leadership roles at Pioneer Works, the Brooklyn arts-and-science center — and that background shows in how he thinks about scaffolding communities, funding public goods, and borrowing what works from other fields.This conversation matters now because Unitary Foundation sits at an inflection point. It has scaled from a microgrant program (the "Unitary Fund") into a foundation with a global developer community, corporate members including NVIDIA and IBM, an active compiler collection, a benchmarking initiative, and an annual open-source survey that increasingly serves as the field's ground truth. If you care about how quantum computing actually gets built — not just who wins the hardware race — this episode lays out the infrastructure argument clearly.What You'll LearnWhy Ben argues quantum open source falls into a structural funding gap between academia (chasing novel papers) and venture capital (chasing profitable businesses), and what philanthropy has to do about itWhat "public goods" and "digital commons" actually look like in quantum — from benchmarking to compilation to error mitigation toolingHow to interpret the 2025 QOSS Survey finding that ~40% of full-time quantum OSS contributors are unpaid, and why Ben sees it as both an opportunity and a warningHow Unitary Foundation is experimenting with continuous compensation for contributors via bounty programs and pilots with Merit SystemsWhy corporate members like NVIDIA and IBM invest in a vendor-neutral nonprofit — and how governance keeps the "open" in open sourceWhat a healthy pipeline from first-time contributor to sustained open-source maintainer would look like, and why Ben wants an endowment behind itWhy Ben resists top-down definitions of the "open substrate" and prefers to let the community surface bottlenecksThe long-term vision: a "Linux moment" for quantum, and what it would take to install it before proprietary stacks lock inResources & LinksGuest & OrganizationAnnouncing Our New CEO — Unitary Foundation — The February 2026 announcement of Ben as UF's first CEO, with the full arc from Chief of Staff to COO to CEO.Ben Castanon on LinkedIn — Ben's professional history, including his Pioneer Works tenure and current UF work.Unitary Foundation — The organization's homepage and hub for grants, tools, membership, and community.Papers & Reports2025 Quantum Open Source Software Survey Results — The fourth annual QOSS survey, including the finding that ~40% of full-time contributors are unpaid.The Young and the Relentless — The Quantum Insider — Independent coverage of the QOSS survey's demographic findings.Celebrating Over 100 Microgrants — Impact report: 420+ citing papers, 3 startups, 1 nonprofit, and 400+ OSS contributors funded.Tools & ProgramsUnitary Compiler Collection (UCC) — The frontend-agnostic quantum compiler collection Ben references as a candidate for the open substrate.UCC on GitHub — The active repo, supporting Qiskit, Cirq, PyTKET, and OpenQASM 2/3.unitaryHACK 2026 — The sixth annual bug-bounty hackathon, one of UF's core mechanisms for compensating open-source contributors.EcosystemNVIDIA Joins Unitary Foundation as Core Member — The May 2026 announcement referenced in the conversation.Announcing Unitary Foundation (Rebrand) — Context on why "Unitary Fund" became "Unitary Foundation."Key Quotes & InsightsOn the structural gap: There are "third spaces" where projects don't fit the incentives of either a startup or an academic lab — but where the whole ecosystem benefits. Benchmarking is the clearest example.On unpaid contributors: "We've developed the field to a place where we're starting to hit up against the classic open source community issues." The volunteer surge is real — but so is the risk of losing those contributors to better-paying fields if UF can't convert enthusiasm into compensation.On why big companies join: A functional field needs people to hire. Ben's argument to corporate members is partly workforce development — thousands of developers getting on-the-job training on neutral, community-owned tools.On the substrate: Ben resists top-down definitions of what belongs in the open substrate. "It's much better to have all of the practitioners giving voice to what open tools they need."On his long-term ambition: Build a philanthropic endowment that funds the microgrant pipeline in perpetuity — because "I don't see that as ever becoming a resource that is not of use."Related EpisodesQuantum Open Source with Will Zeng and Ziyaad Bhorat — The direct companion to this episode, unpacking the white paper co-authored with Ben on why quantum OSS is structurally underfunded.Quantum Error Mitigation using Mitiq with Misty Wahl — A deeper look at Mitiq, one of UF's flagship open-source tools.Quantum Education and Community Building with Olivia Lanes — A parallel view on developer community and workforce development in quantum.Careers in Quantum with Anastasia Marchenkova — Relevant context on where quantum developers actually end up.Stay in the EcosystemSubscribe to The New Quantum Era on Apple Podcasts, Spotify, YouTube, or Amazon Music.Sign up for the newsletter at newquantumera.com for episode notes, essays, and follow-ups.Follow along on LinkedIn and Bluesky.If you're building open-source quantum tools — or want to support the people who are — start at unitary.foundation....

AI is stirring up heated debate in the Linux world, but Linus Torvalds' pragmatic stance may surprise you. Hear why the kernel isn't slamming the door on artificial intelligence and what it means for open source development. Also, Elon Musk claims X will go fully open source, but will this shift redefine trust and innovation on social platforms, or is it just more empty hype? Host: Jonathan Bennett Co-Hosts: Ken McDonald and Rob Campbell Download or subscribe to Untitled Linux Show at https://twit.tv/shows/untitled-linux-show Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord. Sponsor: blackhat.com/us-26 and use code TWIT

Arilla Barnes, founder and CEO of Energy IoT Open Source, discussing open-source energy solutions and microgrid technology. Arilla explained how her organization creates turnkey solutions for microgrids using open-source software, firmware, and hardware to enable energy access and control for communities, with a current demonstration lab at Informal Spaces in Oakland featuring a 5.8 kilowatt solar carport, battery storage, and hybrid inverter systems. They discussed challenges with electric vehicle bi-directional charging, regulatory barriers to energy sharing between homes, and the potential for distributed data centers using renewable energy. Arilla shared her work with Linux Foundation Energy projects including LF Hyphae and LF Open Leader, and expressed interest in collaborating on a demonstration project at Sean's solar training center property   Topics Covered Energy IoT Open Source www.eiot.energy IOT = Internet of Things SunSpec Alliance Open Source Open Energy Lab EV = Electric Vehicle Micro-Grid Grid Net-Metering Utility Bidirectional EV Charging Market Open Source Computer Technology Data Center Hydro Pump ESS = Energy Storage System Biofuel Bidirectional EV Charging Linux Peer-to-Peer Energy Trading Virtual Power Plants Energy Asset Ownership   Reach out to Arila Barnes here: LinkedIn: www.linkedin.com/in/arilabarnes Website: www.eiot.energy Email: arila@eiot.energy   Learn more at www.solarSEAN.com and be sure to get NABCEP certified by taking Sean's classes at www.heatspring.com/sean www.solarsean.com/esipexam

The guys are back, this time the wheel of doom returns! We're going to have to defend takes that are not ours. Should be fun. ==== Special Thanks to Our Patrons! ==== https://thelinuxcast.org/patrons/ ===== Follow us

AI is stirring up heated debate in the Linux world, but Linus Torvalds' pragmatic stance may surprise you. Hear why the kernel isn't slamming the door on artificial intelligence and what it means for open source development. Also, Elon Musk claims X will go fully open source, but will this shift redefine trust and innovation on social platforms, or is it just more empty hype? Host: Jonathan Bennett Co-Hosts: Ken McDonald and Rob Campbell Download or subscribe to Untitled Linux Show at https://twit.tv/shows/untitled-linux-show Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord. Sponsor: blackhat.com/us-26 and use code TWIT

Open source AI models just hit 41% of Hugging Face downloads — and the real cost gap is 90% or more. Here's what that means for your business.The numbers moved fast this week. Chinese open-weight models now dominate downloads, the quality gap versus closed models has shrunk to 3.3%, and a new repo opens on Hugging Face every seven seconds. Half of the Fortune 500 is already running open source models in production.Isar walks through the new frontier open models Kimi K3 and DeepSeek V4, Thinking Machines Lab's first release, Satya Nadella's Token Capital essay, the new state-level AI laws in New York and Illinois, BCG's AI at Work report, and the Apple lawsuit hanging over OpenAI's hardware plans.In this session, you'll discover:Why Chinese open-weight models now account for 41% of Hugging Face downloadsHow Kimi K3 and DeepSeek V4 price against top US closed models ($15 vs $50 per million output tokens, down to 87 cents)What Satya Nadella's "Token Capital" and reverse information paradox mean for your company's dataWhat New York's data center moratorium and Illinois Senate Bill 315 change for AI companiesWhy BCG found that AI strategy beats tool access — and 72% of CEOs now own the AI decisionBCG "AI at Work: Strategy Matters More Than Tools" — the 12,000-person study covered in this episode — https://www.bcg.com/publications/2026/ai-at-work-why-strategy-matters-more-than-toolsAI 2040 "Plan A" paper — the 90-page proposal to delay superintelligence until 2040 discussed in the rapid fire — https://ai-2040.com/About Leveraging AIThe Ultimate AI Course for Business People: https://multiplai.ai/ai-course/YouTube Full Episodes: https://www.youtube.com/@Multiplai_AI/Connect with Isar Meitis: https://www.linkedin.com/in/isarmeitis/ Join our Live Sessions, AI Hangouts and newsletter: https://services.multiplai.ai/eventsIf you've enjoyed or benefited from some of the insights of this episode, leave us a five-star review on your favorite podcast platform, and let us know what you learned, found helpful, or liked most about this show!

Is Kimi K3 the shocker of 2026? Could be. Now, we have a new (soon to be) Open Model that's competing with Fable 5 and GPT-5.6, a feat few would have believed possible. And that was the only new and important drop this week in AI. Claude brought useful browser to the desktop, ChatGPT made a big fix to how ChatGPT Work works and Google rolled out avatars that could change content creation. Don't miss our Friday Features show, where we recap the most important AI updates and features you can use today. Claude Desktop Gets Upgrade, New Open Source Model Shocks, ChatGPT Desktop Gets Better and 7 More AI Features You Can Use Today -- An Everyday AI Chat with Jordan WilsonNewsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageToday's Episode on LinkedIn: Thoughts on this? Join the convo on LinkedIn and connect with other AI leaders.Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:Anthropic Claude Desktop App Browser UpgradeOpenAI ChatGPT Work Desktop App ImprovementsChatGPT Universal Search Feature LaunchSuperhuman Email Auto-Draft with GPT-4Spotify AI Voice/Text Conversation FeatureGemini Omni Personal Avatar Video CreationGoogle Vids Integration with Personal AvatarsMoonshot Kimmy K3 Open Source Model ReleaseKimmy K3 vs Fable 5 and GPT-5.6 BenchmarksTimestamps:00:00 New open source AI model release03:41 Microsoft Copilot and Claude app updates07:22 Improving chat history search12:30 Spotify's data personalization benefits14:52 Launching Google Avatar Feature18:24 Mainstream avatar video tools21:33 Improved ChatGPT project syncing24:15 Introducing Kimmy K Three Model29:30 New Kimmy k three for enterprises30:45 Friday feature show wrap-upKeywords: Claude desktop, Claude desktop upgrade, open source AI model, proprietary AI, open vs closed AI, Anthropic, built-in browser, Claude app, API docs, browser integration, permissions card, security layers, ChatGPT desktop app, OpenAI, universal search, ChatGPT search, chat history, project sync, mobile AI apps, Codex, ChatGPT work, Codex mode, Superhuman mail, auto draft, Anthropic Frontier models, GPT-3.5, Gmail integration, Outlook integration, Spotify, Talk to Spotify, personalized AI conversation, Gemini Omni, Google Gemini, personal avatars, Google Vids, video editing AI, video avatars, L&D AI, content creation with AI, Kimi k3, Moonshot AI, 2.8 trillion parameter model, 1 million token context, vision mode, benchmark leaderboards, Fable 5, GPT 5.6, Opus 4.8, open model weights, self-host AI, enterprise AI solutions, long context AI, front-end design AI, subscription AI tools, API pricing, AI benchmark, arena rankingsSend Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) Ready for ROI on GenAI? Go to youreverydayai.com/partner 

We’re high as a kite on World Cup football. The final test, coming Sunday, is down to Spain and Argentina. My question is whether this frenzied global contest might actually be rescuing our species from ... The post The World’s Sport appeared first on Open Source with Christopher Lydon.

Pixels goes open source, MapleStory Universe talks Action Modules, and The Sandbox get 12,000 sign-ups for its AI tools. [00:36] The Sandbox is quickly adding AI game creation tools. [02:45] The Sandbox reaches 12,000 sign-ups for its Studio tool. [05:05] YGG launches its first $5,000 Vibecode.game jam with Animoca's Mind AI tools. [07:30] MapleStory Universe changes its builder strategy, adding Action Modules. [11:18] Pixels' open source vision. [12:42] It's initially open-sourcing its frontend. [14:07] Pixels plans to open source its server too.[15:00] There will also be an asset-weighted community voting system for governance.

Chinesische Open-Source-Modelle schließen zu westlichen Modellen auf. Bei OpenAI wird das erste eigene Gerät konkret, während ein Analyst vorrechnet, dass das Werbegeschäft die eigene Prognose um 90% verfehlt. Codex und ChatGPT Work kommen auf 8 Mio. aktive Nutzer, gleichzeitig räumt OpenAI ein, dass Codex in seltenen Fällen das Home-Verzeichnis löscht. Google verschiebt den Gemini-Launch, weil die Technik interne Ziele verfehlt. Anthropic und Blackstone wetten, dass das nächste Billionen-Geschäft die Implementation ist, nicht die Modelle selbst. Bei Musk gibt es eine Identitätskrise rund um SpaceXAI, Grok Build wird nach dem Datenskandal open source, und für den Compute-Hunger wird eine Gasturbinen-Firma gekauft. In Europa lockert die EU unter US-Druck die Regeln für Meta-Brillen und zwingt Google gleichzeitig zur KI-Interoperabilität. Dazu die große Konsolidierung: Uber übernimmt Delivery Hero und Salesforce schluckt Contentful. Unterstütze unseren Podcast und entdecke die Angebote unserer Werbepartner auf ⁠⁠⁠⁠⁠⁠doppelgaenger.io/werbung⁠⁠⁠⁠⁠⁠. Vielen Dank!  Philipp Glöckler und Philipp Klöckner sprechen heute über: (00:00:00) OpenAI Speaker (00:03:17) Codex Micro (00:05:29) OpenAI Werbe-Flop 6 Codex 8 Mio. Nutzer (00:11:28) NY Datacenter-Moratorium (00:14:18) Stripe PayPal (00:28:58) Thinking Machines (00:31:49) Soofi-S (00:35:26) Open-Source-AI-Report (00:37:24) Kimi 3 überholt Fable 5 (00:39:16) DeepSeek $74 Mrd. (00:40:10) Gemini verschoben (00:41:18) Ramp KI-Kosten (00:45:53) Earnings: ASML, TSMC, Netflix (00:48:05) Anthropic x Blackstone (00:50:18) Spahn (00:54:14) Truth API (00:59:48) Trump-Insiderwetten (01:01:27) EU lockert Meta-Brillen (01:02:45) Grok lädt Nutzerdaten hoch (01:05:07) SpaceXAI Chaos (01:05:40) Musk kauft APR Energy (01:06:55) xAI-Kraftwerk Umwelt (01:07:20) China vs. Chatbot-Liebe (01:08:37) Globales KI-Gremium (01:09:33) KI-Slop auf Amazon (01:11:26) Eli Lilly kauft Atai (01:12:32) Uber Delivery Hero, Salesforce Contentful (01:13:24) Schwarz Digits Shownotes OpenAI-Speaker ohne Bildschirm - bloomberg.com Codex Micro Keypad - worklouder.cc OpenAI-Werbung verfehlt Ziel um 90% - adweek.com Codex: 8 Mio. Nutzer - xcancel.com Codex löscht Home-Verzeichnis - xcancel.com NY: Moratorium für KI-Rechenzentren - theverge.com Stripe & Advent bieten für PayPal - linkedin.com PayPal-Board lehnt Angebot ab - reuters.com Thinking Machines launcht Inkling - wired.com Soofi-S: deutsches 30B-Modell - the-decoder.com State of Open-Source-AI (Mozilla) - stateofopensource.ai Kimi 3 schließt zu Opus 4.8 auf - techcrunch.com Kimi K3: Fable/Sol-Niveau - xcancel.com Google verschiebt Gemini - bloomberg.com Ramp: KI-Kosten-Dashboard - ramp.com ASML hebt Prognose an - cnbc.com TSMC: +80% Q2-Gewinn - cnbc.com Netflix Q2-Zahlen - cnbc.com Anthropic & Blackstone: Implementation statt Modelle - techcrunch.com Kimi-K3 überholt Fable 5 (Arena) - xcancel.com DeepSeek: $74 Mrd. vor IPO - reuters.com DeepSeek plant Börsengang - ft.com Truth API: Trump-Posts für Wall Street - cnbc.com Insiderwetten auf Trump-Reden - spiegel.de EU lockert Regeln für Meta-Brillen - politico.eu Grok Build lädt Daten hoch, wird Open Source - simonwillison.net Musk zur SpaceXAI-Datenspeicherung - xcancel.com SpaceXAI in der Identitätskrise - bloomberg.com Musk kauft Gasturbinen-Firma APR Energy - electrek.co xAI-Kraftwerk belastet Black Communities - reuters.com China verbietet Chatbot-Liebe - wsj.com 29 Länder gründen KI-Gremium - reuters.com KI-Slop-Biografien auf Amazon - nytimes.com Jens Spahn ist Vater geworden - spiegel.de Eli Lilly kauft AtaiBeckley ($2,8 Mrd.) - pharmaceutical-technology.com Uber vor Delivery-Hero-Deal (FT) - ft.com Uber kauft Delivery Hero ($14,8 Mrd.) - bloomberg.com Pausder plant ARK Labs (Palantir-Vorbild) - manager-magazin.de Salesforce kauft Contentful (1,3 Mrd.) - manager-magazin.de Schwarz-Gruppe gibt XM Cyber ab - manager-magazin.de EU zwingt Google zu KI-Interoperabilität - theverge.com ZDF untersagt Levit & Danger Dan - spiegel.de Doppelgänger Orakel - doppelgaenger-orakel.com

Unix Pipes under Load, Powering up a IBM Calculator from 1948, FreeBSD AI assisted Vulnerability Discovery Project, and more... NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines Unix Pipes Under Load: Streaming, Barriers, Backpressure, and Bottlenecks Powering up a module from the IBM 604: an electronic calculator from 1948 News Roundup FreeBSD AI-assisted Vulnerability Discovery Project launch Sometimes it actually is the network: a war story FreeBSD Tribal Knowledge: Boot Enviroment Management Beastie Bits OpenSSH 10.4/10.4p1 released! OpenBSD/amd64 kernel virtual address space is now 512GB OpenBSD's pledge(2) and unveil(2) are developer-friendly, study finds 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

Aaron Timm, CEO of Openwater, is driving the shift from single-purpose, room-sized equipment to multi-purpose, portable, light-weight medical devices designed on an open-source platform. Some tools use infrared light to measure blood flow in real time for applications such as stroke detection. Another device uses focused ultrasound to modulate tissue in the brain for treating neurodegenerative diseases and psychiatric conditions. The platform is designed so that a single hardware device can run multiple applications, allowing researchers to adapt and develop applications specific to their work, bringing innovation into the marketplace similar to the smartphone app environment. Aaron explains, "So we have two primary devices. One uses infrared light to measure blood flow and blood volume in real time. So that one is being used, for example, to measure blood flow to the brain to help determine whether someone is having a stroke. At the University of Pennsylvania, there was a study done using that device, where our device outperformed the existing stroke scales. The other device that we have is a focused ultrasound device. And what that device does is it uses sound waves or focused ultrasound to target and modulate tissue in the brain and elsewhere in the body. That's being used in research today for all sorts of neurodegenerative diseases, psychiatric diseases. And there's just a lot going on in the world of focused ultrasound, including using our devices."   "So this focused ultrasound device and the science behind it eliminates the need for drugs or surgery and just uses focused ultrasounds to modulate or stimulate things within the brain, for example. It's used for everything from depression, anxiety, Alzheimer's disease, and addiction. Many different indications are being addressed in research using these kinds of devices, including ours." #OpenwaterHealth #MedTech, #NonInvasiveCare, #PortableHealthcare, #PatientAccess, #HealthcareInnovation #FocusedUltrasound #LIFU #Hemodynamics #Openwater #OpenLIFU #OpenMotion #DigitalHealth #Neurotechnology #StrokeCare #AIinHealthcare #OpenSourceMedicine #ClinicalResearch #WearableMedicalDevices #HealthcareInnovation openwater.health Listen to the podcast here

Aaron Timm, CEO of Openwater, is driving the shift from single-purpose, room-sized equipment to multi-purpose, portable, light-weight medical devices designed on an open-source platform. Some tools use infrared light to measure blood flow in real time for applications such as stroke detection. Another device uses focused ultrasound to modulate tissue in the brain for treating neurodegenerative diseases and psychiatric conditions. The platform is designed so that a single hardware device can run multiple applications, allowing researchers to adapt and develop applications specific to their work, bringing innovation into the marketplace similar to the smartphone app environment. Aaron explains, "So we have two primary devices. One uses infrared light to measure blood flow and blood volume in real time. So that one is being used, for example, to measure blood flow to the brain to help determine whether someone is having a stroke. At the University of Pennsylvania, there was a study done using that device, where our device outperformed the existing stroke scales. The other device that we have is a focused ultrasound device. And what that device does is it uses sound waves or focused ultrasound to target and modulate tissue in the brain and elsewhere in the body. That's being used in research today for all sorts of neurodegenerative diseases, psychiatric diseases. And there's just a lot going on in the world of focused ultrasound, including using our devices."   "So this focused ultrasound device and the science behind it eliminates the need for drugs or surgery and just uses focused ultrasounds to modulate or stimulate things within the brain, for example. It's used for everything from depression, anxiety, Alzheimer's disease, and addiction. Many different indications are being addressed in research using these kinds of devices, including ours." #OpenwaterHealth #MedTech, #NonInvasiveCare, #PortableHealthcare, #PatientAccess, #HealthcareInnovation #FocusedUltrasound #LIFU #Hemodynamics #Openwater #OpenLIFU #OpenMotion #DigitalHealth #Neurotechnology #StrokeCare #AIinHealthcare #OpenSourceMedicine #ClinicalResearch #WearableMedicalDevices #HealthcareInnovation openwater.health Download the transcript here

Ben Rieger is the head of DevOps, Security, and IT at Mend.io. In this episode, he joins host Scott Schober to discuss real-world supply chain attacks and what actual defenses can mitigate risk. Securing The Build is brought to you by Mend.io, the leading application security solution, helping organizations reduce application risk efficiently. To learn more about our sponsor, visit https://mend.io.

Erik Seliger (Lead Product Engineer at Sourcegraph) and Robert Lin (Lead Platform Engineer at Sourcegraph) join FINOS Zenith Project Lead Peter Smulovics to break down the mechanics of Agentic Batch Changes. They reveal how implementing a multi-layered agent architecture solves the high economic cost of pure "vibe coding" by combining deterministic scripting pipelines with localized, token-efficient AI coding models.

AI agents have transformed how software gets written, but the operational side of running software in production has not yet experienced a similar revolution. The same teams responsible for keeping systems healthy, investigating incidents, and managing reliability are still doing much of that work manually. Mezmo is a Production AI company that makes autonomous operations The post AURA and Open-Source Agents for Production Operations appeared first on Software Engineering Daily.

Topics covered in this episode: The trusted-publishing debate: how to do it right vs. why you shouldn't trust it JupyterLab 4.6 and Notebook 7.6 are out! Tau – new small, readable terminal coding agent Django Tasks and Django 6.1 Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Consulting from Six Feet Up Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am 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. Calvin #1: The trusted-publishing debate: how to do it right vs. why you shouldn't trust it https://snarky.ca/how-to-publish-to-pypi-using-github-actions-securely/ (Brett Cannon) and https://blog.yossarian.net/2026/07/07/You-shouldnt-trust-trusted-publishing (William Woodruff) Trusted Publishing (PyPI's OIDC-based auth scheme, also now used by npm, RubyGems, crates.io, NuGet) replaces long-lived API tokens with short-lived, auto-scoped credentials tied to CI/CD machine identity. Yossarian's post: it's purely an authentication mechanism between a machine identity and a package — it says nothing about package safety or quality. PyPI deliberately avoids any "verified/trusted" badge for it, unlike its verified-URL checkmarks. Same logic applies to PyPI attestations: anyone can sign with any machine identity they control, so an attestation's presence isn't itself a trust signal. Bottom line from that post: don't confuse "trusted" (machine-to-machine) with "trustworthy" (human judgment about the package). Snarky.ca's companion piece is more practical: given GitHub Actions compromises in the news, the real fix is 3 concrete steps — run zizmor to lock down workflow permissions/checkout credentials and pin actions to commit hashes, adopt Trusted Publishing to eliminate stored PyPI tokens, and require manual approval via a GitHub environment before any publish job runs. Takeaway for listeners: Trusted Publishing is good hygiene for how you authenticate to PyPI, but it's not a substitute for securing your CI pipeline itself — or for actually vetting the packages you install. Michael #2: JupyterLab 4.6 and Notebook 7.6 are out! Michał Krassowski's rundown - a chunky minor release: 68 features, 97 bug fixes, 95 contributors, one of the biggest ever. Scratchpad console (Notebook 7.6 headliner) - a console next to your notebook sharing its kernel, for throwaway experiments. Ctrl+B. Jump to last-edited cell - new commands hop through recently edited cells. File browser glow-up - Date Created column, editable breadcrumbs with Tab-completion, and Open in Terminal. Debugger - sources open in the main area, floating step/continue overlay, live kernel-sources filter. Custom layouts (Lab) - activity bar top/bottom, draggable panels, four-way tab splits, per-panel Ctrl+scroll zoom. ~5x faster extension builds - webpack → Rspack, and jupyter-builder means no full Lab install needed to build extensions. Keyboard/a11y - add shortcuts from the UI (no JSON), Find & Replace in Edit menu (Ctrl+H). Calvin #3: Tau – new small, readable terminal coding agent Tau – new small, readable terminal coding agent (Python 3.12+), built as both a working tool and a teaching project for how coding agents work under the hood Install via uv tool install tau-ai, pipx, or pip; ships a tau CLI Three-layer architecture: tau_ai (provider-neutral model layer) → tau_agent (reusable "brain": messages, tools, events, loop) → tau_coding (CLI/TUI, file & shell tools, sessions) Supports OpenAI, Anthropic, OpenAI Codex, OpenRouter, Hugging Face, and custom/local OpenAI-compatible endpoints Built-in tools (read/write/edit/bash), durable JSONL sessions with resume/branching, project instructions via AGENTS.md, and context compaction Core harness is UI-agnostic — same brain can power the TUI, print mode, or a custom frontend — usable as a standalone library too Michael #4: Django Tasks and Django 6.1 Django 6.0 finally ships first-party background tasks (django.tasks) - out of Jake Howard's DEP 14, accepted May 2024, after two decades of everyone bolting on Celery/RQ/Huey. It's an API, not a worker. Django handles task definition, validation, queuing, and result storage - it does not execute them. You bring the backend. The default backend traps people. ImmediateBackend runs tasks inline on the request thread and blocks until done - so out of the box .enqueue() backgrounds nothing (a 5-second task means a 5-second response). The other built-in, DummyBackend, runs nothing at all. Both are dev/test only. Nice API otherwise: slap @task on a function, call .enqueue(), get back a TaskResult you look up later by id - with async twins like aenqueue(). Gotcha: args and return values must survive a JSON round-trip, so a tuple sneakily comes back as a list. The community local backend to know: django-tasks-local by Chris Beaven (SmileyChris). A ThreadPoolExecutor backend that gives real background threads with zero infrastructure - no Redis, no Celery, no database - plus a ProcessPoolBackend for CPU-bound work → github.com/lincolnloop/django-tasks-local Its catch: results live in memory, so pending tasks vanish on restart or deploy. Great for dev and low-traffic production; for persistence, drop to Jake Howard's django-tasks (DatabaseBackend + worker command). Extras Calvin: Fixing the dictionary with Python 3.14 — Hugo van Kemenade stumbled on - and got fixed - a markup bug in the OED's own citation of a 1706 use of the pi symbol. Michael: Bunny DNS is now free Jokes: What's the object-oriented way to become wealthy? Inheritance To understand what recursion is... You must first understand what recursion is 3 SQL statements walk into a NoSQL bar. Soon, they walk out They couldn't find a table.

Join host Nick Schutt and Abby Kearns (CEO of ActiveState, former CTO at Puppet & AI startup, ex-CEO Cloud Foundry Foundation) as they unpack the invisible foundation of today's AI revolution: open source software.From the explosive acceleration of tech cycles to the hidden dangers of transitive dependencies, this conversation reveals why 98% of software relies on open source—and why most organizations don't fully understand the security risks in their stack. Abby shares insights on package supply chain attacks, agentic workflows, the maintainer crisis, and how companies can responsibly adopt AI without compromising security. Whether you're in infrastructure, security, or AI development, this episode is essential listening.Robots and Red Tape | Host: Nick Schutt | YouTubel: @RobotsandRedTapeAIBuilt on Borrowed Code: Why AI Runs on Open Source with Abby Kearns | Robots and Red Tape

AI agents have transformed how software gets written, but the operational side of running software in production has not yet experienced a similar revolution. The same teams responsible for keeping systems healthy, investigating incidents, and managing reliability are still doing much of that work manually. Mezmo is a Production AI company that makes autonomous operations The post AURA and Open-Source Agents for Production Operations appeared first on Software Engineering Daily.

Wes' brother's PC is toast, making this the perfect moment to switch him to Linux. If our ambitious plan doesn't scare him away first.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Web Boost — Send us a boost via sats or USD

video: https://youtu.be/_CXz9L6n0WU This week in Linux, we have a really jam-packed episode for you. Linux Mint says that Cinnamon is ready for Wayland. We also have some drama news that's happening with OpenMandriva. So we're going to talk about that later. Also, we have some gaming news as well as two new distros that I want to show you. And also, Hannah Montana Linux is back, apparently. All of this and more on This Week in Linux, the weekly news show that keeps you up to date with what's going on in the Linux and Open Source world. Now let's jump right into Your Source for Linux GNews! Download as MP3 Support the Show Become a Patron = tuxdigital.com/membership Store = tuxdigital.com/store Chapters: 00:00 Intro 00:37 TuxDigital Memberships, support the show 01:35 Linux Mint says Cinnamon is Wayland Ready 03:19 Proton 11 Released 04:55 Sabotage in OpenMandriva? 08:49 RakuOS Linux 44 2026.07.05 11:56 Hannah Montana Linux Is Back 16:52 Galactic Mandate Linux 99 19:17 Sony Kills Physical Media for Games 24:33 Stop Killing Games Update 29:05 Outro Links: TuxDigital Memberships, support the show https://tuxdigital.com/membership https://store.tuxdigital.com/ Linux Mint says Cinnamon is Wayland Ready https://blog.linuxmint.com/?p=5046 https://www.omgubuntu.co.uk/2026/07/linux-mint-wayland-fully-supported https://www.gamingonlinux.com/2026/07/linux-mint-cinnamon-is-finally-wayland-ready/ Proton 11 Released https://github.com/ValveSoftware/Proton/releases/tag/proton-11.0-1 https://www.gamingonlinux.com/2026/07/proton-11-0-1-officially-released-to-expand-windows-games-on-steamos-linux/ https://www.phoronix.com/news/Proton-11.0-1 https://9to5linux.com/proton-11-officially-released-with-support-for-more-games-running-on-linux Sabotage in OpenMandriva? https://forum.openmandriva.org/t/statement-regarding-attempted-distribution-sabotage/8997 https://www.phoronix.com/news/OpenMandriva-Disrupted https://fossforce.com/2026/07/in-an-angry-fit-dev-sabotages-openmandriva-repository/ RakuOS Linux 44 2026.07.05 https://rakuos.org/ https://rakuos.org/forum/channel/releases Hannah Montana Linux Is Back https://youtu.be/VKx5UZsX9jw https://gitlab.com/DecaCagle/hannahmontanalinux26 https://itsfoss.com/news/return-of-hannah-montana-linux/ My version: https://youtu.be/UajWOA-9I2Y Galactic Mandate Linux 99 https://mr-richardson.com/galactic-mandate-linux/ https://distrowatch.com/?newsid=12889 Sony Kills Physical Media for Games https://blog.playstation.com/2026/07/01/physical-disc-production-ending-in-january-2028-for-new-games-releasing-on-playstation-consoles/ https://www.theguardian.com/games/2026/jul/07/playstation-sony-ending-physical-game-production https://www.reddit.com/r/playstation5/comments/1us6b4a/the_definitive_debunk_sony_isnt_killing_physical/ https://slate.com/technology/2026/07/sony-playstation-discs-physical-media.html https://www.ampereanalysis.com/insight/sony-to-drop-support-for-physical-media-confirming-post-disc-gaming-world Stop Killing Games Update https://www.youtube.com/watch?v=CgoODQFrPgw https://www.stopkillinggames.com/ https://ec.europa.eu/commission/presscorner/detail/en/ip_26_1369 https://www.gamingonlinux.com/2026/06/european-commission-rejects-new-laws-for-stop-destroying-videogames/ https://www.pcgamer.com/games/stop-killing-games-says-the-fight-goes-on-after-european-commission-rejects-proposed-rule-changes-were-much-more-than-just-this-single-petition/ https://www.thegamebusiness.com/p/publishers-score-us-victory-against https://www.gamesindustry.biz/the-california-state-assembly-passes-ab-1921-stop-killing-games-protect-our-games-act https://www.theguardian.com/games/2026/jun/19/stop-killing-games-activists-campaigning-online-gaming

The guys are back, this time we talk about our worst and best tech purchases ever! ==== Special Thanks to Our Patrons! ==== https://thelinuxcast.org/patrons/ ===== Follow us

(0:00) Bestie intros: Brad Gerstner fills in for Friedberg! (2:58) OpenAI vs Anthropic IPOs: Why it matters who goes first, what they learned from the SpaceX IPO, the unlimited TAM of intelligence (27:39) The open source decision, Meta's new model, Zuck's price war, AI duopoly (54:29) CCP considering putting export controls on Chinese models, is open source ending in China? (1:03:09) Trump Accounts launch, getting young Americans bought back into capitalism Apply for Summit 2026: https://allin.com/events Follow Brad: ttps://x.com/altcap 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://polymarket.com/event/ipos-before-2027 https://x.com/thejessezhang/status/2074154325933424861 https://x.com/praveenTweets/status/2074605343439810922 https://x.com/nikesharora/status/2074802778074124434 https://x.com/nikesharora/status/2074814752174522857 https://x.com/brian_armstrong/status/2070670644577280109 https://x.com/andyfang/status/2074252174226493584 https://x.com/nikesharora/status/2074630732019036574 https://x.com/finkd/status/2075218444056707458 https://x.com/alighodsi/status/2074996561306955958 https://blog.nicolasmeridjen.com/en/blog/2026-04-03-alibaba-qwen-closed-source-end-of-open-weight https://www.chinatalk.media/p/chinas-ai-companies-are-going-closed https://www.reuters.com/world/beijing-is-looking-curbing-overseas-access-chinas-top-ai-models-sources-say-2026-07-07 https://x.com/KurtSupeCPA/thread/2074817292550984010

(0:00) The AI Buildout: Datacenters Bigger Than Cities (Andrew Feldman) (1:50) Reasoning, Inference, and Breaking Moore's Law (16:28) Open Source, AI Sovereignty, and the Road to AGI (40:54) The Innovation Behind Generative Video (Robin Rombach) (47:31) Martin Scorsese, Robots, and the Future of Hollywood IP Thanks to our partners for making this possible! AppLovin Ads - AppLovin's AI advertising platform reaches over a billion daily active users across mobile games. Full-screen video ads with a 35-second median watch time. Advertisers are profitably spending hundreds of thousands of dollars a day and advertiser access is still in closed beta. The window is open at https://applovin.com/ALLIN Nasdaq - Positioned at the nexus of technology and the capital markets, Nasdaq provides premier platforms and services for global capital markets and beyond with unmatched technology, insights and markets expertise. https://www.nasdaq.com/convergence-economy Follow Andrew: https://x.com/andrewdfeldman Follow Robin: https://x.com/robrombach 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/@allin Follow on LinkedIn: https://www.linkedin.com/company/allinpod Intro Music Credit: https://rb.gy/tppkzl https://x.com/yung_spielburg

We’re still in the Fourth of July spirit around the 250th birthday of our nation, hooked in particular by one grand American historian’s question to it: is the United States on the road to a ... The post After the Fireworks appeared first on Open Source with Christopher Lydon.

Whether it's the sensory joy of homemade gelato or the privacy risks baked into AI-powered apps, the conversation spotlights how technology is transforming even the simplest moments—and why it's not always for the better. OpenAI gets permission to roll out GPT-5.6 to the public on July 9 Beijing is looking at curbing overseas access to China's top AI models, sources say OpenAI floats giving Trump administration 5 percent cut of AI boom Mark Zuckerberg tells staff that AI agents haven't progressed as quickly as he'd hoped Meta money grab is a plea to investors: Stick with us Meta just launched a new AI generator, Muse Image, and users are already pushing back over use of their photos Meta tests 'super sensing' AI glasses that can capture every moment Google's AI buildout drove 37% increase in electricity use in 2025 Nvidia's Kyber AI rack slips to 2028, and one circuit board is to blame Cloudflare will filter out web crawlers that serve AI companies A Twist in This Year's Strangest Literary AI Scandal Midjourney wants Hollywood studios to reveal the details of their AI usage Brown Professor Suspects Majority of His Class Used AI to Cheat Reid Hoffman: Introducing Tokens to the Future: Token Grants to AI Builders Tilly Norwood to Lead New Movie 'Misaligned,' Marking Feature Debut for AI 'Actor' MaximeRivest/riddle: The diary of Tom Riddle for the reMarkable Paper Pro — write with your pen, the page drinks your ink and answers in a flowing hand lfnovo/open-notebook: An Open Source implementation of Notebook LM with more flexibility and features GuideAlong Hosts: Leo Laporte, Jeff Jarvis, and Paris Martineau Guest: Ian Bogost Download or subscribe to Intelligent Machines at https://twit.tv/shows/intelligent-machines. 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: blackhat.com/us-26 and use code TWIT helixsleep.com/machines gusto.com/machines

AGENDA: 05:00 Washington Just Put Frontier AI on a Leash 06:30 Sam Altman's Wild 5% Government Stake Idea 19:00 The AI Funding Bubble: Why Founders No Longer Fear Dilution 28:00 Alex Karp's Brutal Warning: Enterprises Don't Trust Frontier AI 33:00 Meta's Shock Pivot: Has Zuck Accidentally Built the Next CoreWeave? 41:00 Nvidia's Dangerous New Game: "Compute Now, Pay Later" 45:00 Anthropic & DeepSeek Go After Nvidia's Crown 48:00 Kling vs Sora: Did China Just Win AI Video? 52:00 Is China Secretly Winning the Open Source AI War? 01:02:00 Microsoft & Amazon's $6B Bet: AI Still Needs Humans 01:11:00 Ashton Kutcher Walks Away From Sound Ventures 01:16:00 The New Startup Talent War: No Liquidity, No Chance 01:20:00 Final Thoughts: Who Wins the AI Endgame?

Whether it's the sensory joy of homemade gelato or the privacy risks baked into AI-powered apps, the conversation spotlights how technology is transforming even the simplest moments—and why it's not always for the better. OpenAI gets permission to roll out GPT-5.6 to the public on July 9 Beijing is looking at curbing overseas access to China's top AI models, sources say OpenAI floats giving Trump administration 5 percent cut of AI boom Mark Zuckerberg tells staff that AI agents haven't progressed as quickly as he'd hoped Meta money grab is a plea to investors: Stick with us Meta just launched a new AI generator, Muse Image, and users are already pushing back over use of their photos Meta tests 'super sensing' AI glasses that can capture every moment Google's AI buildout drove 37% increase in electricity use in 2025 Nvidia's Kyber AI rack slips to 2028, and one circuit board is to blame Cloudflare will filter out web crawlers that serve AI companies A Twist in This Year's Strangest Literary AI Scandal Midjourney wants Hollywood studios to reveal the details of their AI usage Brown Professor Suspects Majority of His Class Used AI to Cheat Reid Hoffman: Introducing Tokens to the Future: Token Grants to AI Builders Tilly Norwood to Lead New Movie 'Misaligned,' Marking Feature Debut for AI 'Actor' MaximeRivest/riddle: The diary of Tom Riddle for the reMarkable Paper Pro — write with your pen, the page drinks your ink and answers in a flowing hand lfnovo/open-notebook: An Open Source implementation of Notebook LM with more flexibility and features GuideAlong Hosts: Leo Laporte, Jeff Jarvis, and Paris Martineau Guest: Ian Bogost Download or subscribe to Intelligent Machines at https://twit.tv/shows/intelligent-machines. 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: blackhat.com/us-26 and use code TWIT helixsleep.com/machines gusto.com/machines

Whether it's the sensory joy of homemade gelato or the privacy risks baked into AI-powered apps, the conversation spotlights how technology is transforming even the simplest moments—and why it's not always for the better. OpenAI gets permission to roll out GPT-5.6 to the public on July 9 Beijing is looking at curbing overseas access to China's top AI models, sources say OpenAI floats giving Trump administration 5 percent cut of AI boom Mark Zuckerberg tells staff that AI agents haven't progressed as quickly as he'd hoped Meta money grab is a plea to investors: Stick with us Meta just launched a new AI generator, Muse Image, and users are already pushing back over use of their photos Meta tests 'super sensing' AI glasses that can capture every moment Google's AI buildout drove 37% increase in electricity use in 2025 Nvidia's Kyber AI rack slips to 2028, and one circuit board is to blame Cloudflare will filter out web crawlers that serve AI companies A Twist in This Year's Strangest Literary AI Scandal Midjourney wants Hollywood studios to reveal the details of their AI usage Brown Professor Suspects Majority of His Class Used AI to Cheat Reid Hoffman: Introducing Tokens to the Future: Token Grants to AI Builders Tilly Norwood to Lead New Movie 'Misaligned,' Marking Feature Debut for AI 'Actor' MaximeRivest/riddle: The diary of Tom Riddle for the reMarkable Paper Pro — write with your pen, the page drinks your ink and answers in a flowing hand lfnovo/open-notebook: An Open Source implementation of Notebook LM with more flexibility and features GuideAlong Hosts: Leo Laporte, Jeff Jarvis, and Paris Martineau Guest: Ian Bogost Download or subscribe to Intelligent Machines at https://twit.tv/shows/intelligent-machines. 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: blackhat.com/us-26 and use code TWIT helixsleep.com/machines gusto.com/machines

The 40 Most Rage-Inducing Problems in Tech, ZFS vs Cep, Detecting and removing dangerous secrets on dev workstations before Shai-Hulud does and more... NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines The 40 Most Rage-Inducing Problems in Tech ZFS vs Ceph: Do You Actually Need Ceph? News Roundup Detecting and removing dangerous secrets on dev workstations before Shai-Hulud does FreeBSD sh for MacOS syslogd(8) privileged and non-privileged parts now separate binaries Getting Victoria Logs running on FreeBSD 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

The Open Source Maintenance Fee is more than a year old now - how are things going? Carl and Richard catch up with Rob Mensching to discuss the OSMF and its success in supporting Rob's WiX Toolset project. Rob talks about the key aspect of the OSMF - making it part of the licensing, so that it isn't optional. Of course, you can download the source from GitHub and compile it yourself without violating any license terms, but if you're that engaged, you can contribute too. The goal with OSMF is to have folks who want to use the product have a reason and method to pay - check it out!

Topics covered in this episode: dust - a better du Hermes Agent: The AI agent that grows with you llm-coding-agent 0.1a0 Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Consulting from Six Feet Up Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am 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: dust - a better du du + Rust = dust - a fast, visual, intuitive disk-usage CLI Run dust and immediately see the biggest directories and files without piping through sort, head, or awk Smart recursive output focuses on what matters instead of dumping every folder Colored bars show relative size and parent/child hierarchy, making “where did the space go?” obvious Perfect for Python projects bloated by .venv, caches, Docker volumes, downloaded datasets, and local AI models Install via brew, cargo install du-dust, conda-forge, Scoop, Snap, deb-get, or GitHub releases Calvin #2: A Way better ARchive format for Python packaging war - new archive format spec from Astral (same team as uv/ruff), v0.0.2, still no binary encoding defined yet Header-Index-Store layout: header IDs the file, index maps names to store offsets, store holds compressed data Index uses a finite-state transducer (FST) to dedupe common path prefixes across entry names Supports three entry types (file, directory, link) and three compression modes (store/DEFLATE/zstd), plus an "executable" metadata flag Unpacking is atomic - writes to a temp dir, then renames into place, so a failed extract never leaves a half-unpacked directory Strict name-segment rules (no NUL/control chars, no leading/trailing whitespace, blocks Windows-reserved names like CON/PRN) to avoid path traversal and cross-platform footguns Michael #3: Hermes Agent: The AI agent that grows with you Hermes Agent is an open-source, Python-built AI agent framework from Nous Research - think ChatGPT-style assistant, but connected to your tools, files, shell, browser, calendar, memory, and messaging apps I'm using it in Discord as a long-running agent conversation, not just a one-off chatbot session Hermes can connect through a gateway to platforms like Discord, Telegram, Slack, WhatsApp, email, webhooks, and more - so the same assistant can follow you across surfaces In my setup, I can send Hermes voice/text from Discord, keep project context across turns as threads, and ask it to actually do things: read GitHub repos, run commands, edit files, schedule calendar events, generate drafts, and verify results A fun workflow: I can trigger one-shot actions from an Apple Watch shortcut - dictate a request, send it to Hermes, and have the agent execute it asynchronously Hermes has persistent memory, so it can remember durable preferences and facts - for example, how I like my research formatted It also has “skills,” which are reusable procedures the agent can load later, so Hermes can self-improve over time instead of rediscovering the same workflow repeatedly It supports scheduled jobs / cron-style automations, so it can proactively watch for releases, send summaries, run checks, or remind you about things It's provider-agnostic: OpenRouter, Anthropic, Google, xAI, local models, Nous Portal, and others The big idea: Hermes turns an LLM from “a chat box I visit” into “an agent I can reach from anywhere that knows my workflows and can take real actions and learns over time.” Calvin #4: llm-coding-agent 0.1a0 Simon Willison built a Claude/Codex-style coding agent on top of his llm library, using an alpha of the llm package plus his python-lib-template-repo Built almost entirely via prompted TDD - asked an agent to write a spec.md, then commit + implement with red/green tests, occasionally hitting a real OpenAI key to sanity-check Shipped to PyPI as an alpha: uvx --prerelease=allow --with llm-coding-agent llm code Tool set mirrors familiar coding-agent primitives: read_file, edit_file (exact string replace + diff), write_file, list_files, search_files, execute_command Also exposes a Python API - CodingAgent(model="gpt-5.5", root=..., approve=True).run(...) - which Simon didn't ask for but got anyway Demo: llm code --yolo told GPT-5.5 to build a SwiftUI CLI clock; model correctly noted SwiftUI isn't really CLI-friendly and still produced an ASCII-art time display Extras Calvin: Slides, but for developers https://sli.dev/ Wanna reduce your token usage…. only issue is that its lossy https://github.com/teamchong/pxpipe PEP 772 - Python Packaging Council inaugural election dates set, nominations open July 28, voting September 1-15 Michael: What the pls? revisited! Joke: Min requirements for Linux

Mike Mignano is a General Partner at Union Square Ventures, one of the most iconic venture firms in the world, whose investments include Coinbase, Stripe, Etsy, Twilio, Cloudflare. Before joining USV, Mike was a Partner at Lightspeed, where he backed breakout AI companies including Granola and Suno. Prior to investing, he co-founded Anchor, acquired by Spotify.  AGENDA: 00:00 Is Fear of Failure the Secret Weapon Behind Great Founders? 07:20 Why Leave Lightspeed for USV — and Is Thesis-Driven Venture Still Alive? 09:50 Is the Real AI Money Still in Infrastructure, or Are Apps Finally About to Explode? 13:00 Who Wins the AI Model War: OpenAI, Anthropic, Open Source, or the "Rebel Alliance"? 19:00 Are We About to Hand Our Entire Lives Over to AI Agents? 21:00 Can Anthropic Keep Growing Like This — or Will Token Spend Break the Model? 26:00 Can AI Routing Become a $50BN Company, or Is It Just a Commodity Pipe? 30:00 Will the AI Energy Crisis Create the Next Monster Venture Outcomes? 36:00 Can Startups Survive Microsoft, OpenAI, and the Brutal Power of Bundling? 45:00 Should VCs Ignore Price When Backing Generational Companies? 55:30 Is Traditional Media Dead — and Who Becomes the New Tech Kingmaker?    

The kernel taketh away, so we bringeth back. We build an AppleTalk LAN, ditch TCP/IP, and give a legendary retro network protocol the send-off it deserves.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:AppleTalk 1985-2026 Memorial StickerJupiter Garage SWAGSorry, I only open regular files StickerWeb Boost — Send us a boost via sats or USD

Naval with three founders who are living in the future: Garry Tan (Y Combinator), Daniel Francis (Abel Police), and Farbood Nivi (A-LIST).  00:00 Guest Intros 02:35 Live in the Future 03:58 Will AI Outsmart us? 07:43 In the Anthropic Breadline 09:59 The Tech Genie Is Out 12:33 We Invested in COVID?! 14:25 Good Writing Is Novelty 18:50 Living Like It's 2028 24:32 Truth dot ai 30:18 Does China have the Weights? 35:38 Everyone has AI Anxiety 39:32 Have Your Agent Talk to My Agent 42:01 What if Open Source takes the Lead? 44:03 The Sun is Setting on Google 48:00 Ride the AGI 50:46 Will There be Startups? 54:05 Defending Taiwan 1:00:05 The California Empire 1:01:26 If the U.S. Falls 1:03:11 Universal Basic Robot 1:06:01 Humans as AI Handlers