Podcasts about Leak

On this week's @betches, Sami, Aleen, and Jordana are back together to break down Ariana Grande and Ethan Slater's reported breakup and debate whether anyone is actually surprised. They also dive into the wild story of Jennifer Lawrence allegedly helping Bravo track down the Summer House reunion leak, and discuss the kind of investigative skills it takes to uncover the truth. Plus, they unpack the viral Dot Cakes phenomenon, NYC's obsession with waiting in line for food, and what they would (and definitely would not) wait hours for. Go to the Betches Podcast YouTube page to watch full length episodes every Friday: Youtube.com/@betchespod   Learn more about your ad choices. Visit megaphone.fm/adchoices

Donald Trump's polling just crashed to new lows. He's hit a net approval on inflation of negative 50 points in numerous surveys, something no other president has done—ever. Trump also is at 80 percent disapproval on gas prices. And this is the first time Democrats have led Republicans on inflation since the 1970s. It's no accident that this comes as sources around Trump tell CNN that he's “furious” because the media didn't make his latest Iran bombing look strong and powerful. These stories are linked: His failure to force Iran to reopen the Strait of Hormuz is causing the very cost spikes that are tanking his approval and his party's chances in the midterms. We talked to Democratic strategist Christina Reynolds, who has extensive experience in midterms. She explains how Trump's travails are translating into new pickup opportunities in surprising places, parses a new poll showing Democrats up 10 in the generic House matchup, and explains why 2026 reminds her of Democratic routs in 2006 and 2018. Looking for More from the DSR Network? Click Here: https://linktr.ee/deepstateradio Learn more about your ad choices. Visit megaphone.fm/adchoices

Donald Trump's polling just crashed to new lows. He's hit a net approval on inflation of negative 50 points in numerous surveys, something no other president has done—ever. Trump also is at 80 percent disapproval on gas prices. And this is the first time Democrats have led Republicans on inflation since the 1970s. It's no accident that this comes as sources around Trump tell CNN that he's “furious” because the media didn't make his latest Iran bombing look strong and powerful. These stories are linked: His failure to force Iran to reopen the Strait of Hormuz is causing the very cost spikes that are tanking his approval and his party's chances in the midterms. We talked to Democratic strategist Christina Reynolds, who has extensive experience in midterms. She explains how Trump's travails are translating into new pickup opportunities in surprising places, parses a new poll showing Democrats up 10 in the generic House matchup, and explains why 2026 reminds her of Democratic routs in 2006 and 2018. Looking for More from the DSR Network? Click Here: https://linktr.ee/deepstateradio Learn more about your ad choices. Visit megaphone.fm/adchoices

John Rocha & Kris Carr breaks down the biggest movie news stories of the day, including wild online rum rs claiming that Spider-Man: Brand New Day may have leaked in full ahead of release. Are the reports legitimate, or is social media running with misinformation once again? The duo examines the rumors, what fans are saying, and what it could mean for Marvel Studios and Tom Holland's next Spider-Man adventure. Plus, 24 Jump Street is officially moving forward, Hugh Jackman continues to fuel speculation about a possible return as Wolverine in Avengers: Doomsday, and Steven Spielberg reveals the story behind his failed attempt to direct a James Bond movie. Today's show focuses on the latest Spider-Man: Brand New Day controversy as online rumors and alleged leaks spread across social media. Kristian breaks down what's being reported, what's likely true, and why fans should remain cautious about unverified information. The show also covers exciting sequel news for 24 Jump Street, Hugh Jackman's latest comments regarding Wolverine's MCU future, and Steven Spielberg's fascinating story about trying—and failing—to join one of Hollywood's most iconic franchises. If you're a fan of Spider-Man, Marvel, Wolverine, Avengers: Doomsday, James Bond, Steven Spielberg, or the latest movie news, this episode is for you. #SpiderManBrandNewDay #SpiderMan #Marvel #MCU #AvengersDoomsday #Wolverine #HughJackman #24JumpStreet #JamesBond #StevenSpielberg #MovieNews #KristianHarloffShow #MarvelStudios #TomHolland #SonyPictures SPONSORS: KA'CHAVA: Go to https://kachava.com and use code KRISTIAN for 15% off your first order. CASHAPP: Download Cash App Today: https://capl.onelink.me/vFut/76rlxe00 #CashAppPod Cash App is a financial services platform, not a bank. Banking services provided by Cash App's bank partner(s). Prepaid debit cards issued by Sutton Bank, Member FDIC. Cash App Visa® Debit Flex Cards issued by Sutton Bank, Member FDIC, and The Bancorp Bank, N.A., pursuant to a license from Visa U.S.A. Inc. See terms and conditions for the Sutton prepaid card, Sutton debit flex card, and Bancorp debit flex card. Cash App Green features, Savings, Direct deposit, Round ups, Overdraft coverage and Discounts provided by Cash App, a Block, Inc. brand. Visit https://www.cash.app/legal/podcast for full disclosures.

Byron York, chief political correspondent for the Washington Examiner, Fox News contributor, author of The Daily Memo, joined us on the Guy Benson Show today to discuss Graham Platner's victory in the Democratic primary for Senate in Maine, and the continued controversy surrounding Platner. Benson and York discussed the potential for sexually explicit content from Platner to other women to leak as Platner's campaign continues, as well as Platner's search for redemption in the eyes of the voting public. York and Benson also discussed the latest on Iran as Trump calls off another round of strikes, and you can listen to the full interview below. Learn more about your ad choices. Visit podcastchoices.com/adchoices

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In dieser Folge startet Tobi mit einer außergewöhnlichen Reiseanekdote: Ein Deo-Spray in der Flugzeugtoilette löst den Feueralarm auf einem Langstreckenflug nach Südafrika aus. Danach geht es um Live-Podcasts über Kontinente hinweg, KI-gestützte Screenshot-Benennung auf dem Mac und die Tücken automatisch ausgelagerter iPhone-Apps. Außerdem sprechen die beiden über kreative (und fragwürdige) Hacker-Tricks beim Dating, aktuelle Tinder-Betrugsmaschen und die Netflix-Doku „The Tinder Swindler“. Weitere Themen sind eine allgegenwärtige Tai-Chi-Werbung, die Haltung des Papstes zu KI, eine im Meer gefundene Pixel Watch 5 vor ihrer Veröffentlichung, mögliche rechtliche Folgen von Likes in sozialen Netzwerken und ein DIY-Projekt, das Bus- und Bahn-Abfahrtszeiten auf einem selbstgebauten Display anzeigt. Zum Schluss gibt es einen Einblick in Tobis geplante XXL-Neuauflage von „It's a Nerd's World“ und wie KI bei der Recherche und Strukturierung des Buches hilft. Erwähnte Themen: - Feueralarm durch Deo im Flugzeug - Live-Podcast aus Südafrika - Apple Kurzbefehle & KI-Screenshot-Benennung - iPhone-App-Auslagerung - Hacker-Dating-Tricks - Tinder-Scams & Verifizierungen - Netflix: The Tinder Swindler - Tai-Chi-Abo-Werbung - Papst über Künstliche Intelligenz - Pixel Watch 5 Leak - Likes und mögliche Strafbarkeit - DIY-Abfahrtsanzeige für ÖPNV - Playphrase.me - Neuauflage von „It's a Nerd's World“ - KI-Unterstützung beim Schreiben -- Links zur Folge immer auf https://podcast.ichglaubeeshackt.de/ Wenn Euch unser Podcast gefallen hat, freuen wir uns über eine Bewertung! Feedback wie z.B. Themenwünsche könnt Ihr uns über sämtliche Kanäle zukommen lassen: Email: podcast@ichglaubeeshackt.de Web: podcast.ichglaubeeshackt.de Instagram: http://instagram.com/igehpodcast

Follow Tim on IG: @timchantarangsu Follow David on IG: @davidsocomedy Follow Robyn on IG: @robynlynncouch Check out Goodie Brand at https://www.GoodieBrand.com Check out Tim's Patreon for exclusive content at https://www.patreon.com/timchantarangsu If you want to support the show, and get all the episodes ad-free go to: https://dudesbehindthefoods.supercast.com/ To watch the Dudes Behind the Foods podcast on YouTube go to: www.youtube.com/timothy Don't forget to subscribe to the podcast for free wherever you're listening or by using this link: https://bit.ly/DudesBehindtheFoodsPodcast Learn more about your ad choices. Visit podcastchoices.com/adchoices

Ozman The Wizard and Na'imah talk about what would have been their father's 78th birthday (R.I.P.), the unexpected death of R.I.P. Spencer Leak Jr (R.I.P.) , an NBA Finals update, and much more!!! Please subscribe, share, rate and review.

Send us Fan MailEpisode 370: In this episode of The Heavy Duty Parts Report, host Jamie Irvine and guest Jason Kramer from Cultivize, discuss how heavy-duty repair shops, fleets, and service providers can dramatically improve revenue by eliminating “leaks” in their sales pipeline. They explain the critical difference between marketing funnels and sales pipelines, emphasizing that most lost opportunities stem from a lack of structured processes rather than insufficient tools. Many businesses invest in marketing but fail to track ROI or consistently follow up with leads, resulting in missed conversions and wasted effort. By documenting workflows, implementing disciplined follow-up (often through automation), and maintaining accountability, companies can capture significantly more business over time—sometimes even closing deals months or years later—while gaining valuable insights into why they win or lose jobs and continuously improving their approach.Links·         Cultivize.comSponsors of this EpisodeThe Hub Corp: Introducing the new standard in wheel-end protection: The Hub Corp's revolutionary XTRACTOR™. The only line of heavy-duty hub caps with a built-in 3-Stage Magnetic Oil Filter that safeguards critical axle components under extreme loads for longer. And with the patent-pending HexThread™ cartridge, the XTRACTOR makes hub oil servicing and inspections faster, easier, and cleaner. The Hub Corp: Challenge The Standard. Visit TheHubCorp.com to learn more and join the waitlist.  Fullbay: Fullbay is built for the heavy-duty world, giving your operation the tools to keep your fleet or independent repair shop running. Features like streamlined scheduling, real-time inventory tracking, technician efficiency insights, and detailed reports are how Fullbay helps shops reduce downtime and keep your vehicles on the road where they belong. Check out Fullbay.com/power to maximize your shop's productivity.GenAlpha: Equip360 by GenAlpha helps manufacturers and distributors grow their parts sales and make life easier for their customers. With real-time insights into inventory, pricing, and order tracking, it keeps customers coming back. Plus, it saves time by automating routine tasks and making repeat purchases simple. Explore Equip360 at GenAlpha.com.Disclaimer: This content and description may contain affiliate links, which means that if you click on one of the product links, The Heavy Duty Parts Report may receive a commission. Follow the podcast to never miss an episode. If you'd like to work with Jamie Irvine directly, you can schedule a meeting with him today.

Ep 673 - DIDDY NGONO TAPE LEAK, School Chaos & Lockdowns & Smart Hotel Tech Gone WRONG

▶︎ Watch This week on Superhero Slate Superman and Lex Luthor throw fisticuffs, Spider-Man's new trailer audio leaks online, Summer Game Fest reveals, and more! News The End of Oak Street (5:05) First trailer for dinosaur thriller film released Starring Anne Hathaway and Ewan McGregor Rumored to be Cloverfield universe August 14, 2026 Ghostbusters (9:42) […]

He's a leak in the attic. Meaning a person isn't all there. A decision that didn't pay off correctly or any other issue that requires the mind to generate movement forward. Not so popular today because of not being very politically correct.Become a supporter of this podcast: https://www.spreaker.com/podcast/arroe-collins-like-it-s-live--4113802/support.

The Russians sprung a leak on the International Space Station — again. Is the ISS slowly dying, or is this just another Tuesday in space? Cooper breaks down the terrifying science and what it means for the future of space travel #CooperAndAnthony #ISSLeak #RussianSpaceLeak #InternationalSpaceStation #SpaceNews #ISS #SpaceDisaster #PhDvsDumbass

Should an elected official be required to resign if caught in an extra-marital affair? The U.S. now has more than 2,000 measles cases for the second year in a row. The surge is driven mainly by declining vaccination rates & Outbreaks in unvaccinated communities. It raises serious concerns that the country could: lose its measles elimination status. Astronauts aboard the International Space Station were ordered by NASA to shelter in their spacecraft and prepare for potential evacuation on Friday as a Russian crew attempts to fix a worsening leak of air on its portion of the orbital laboratory. Please Like, Comment and Follow 'Philip Teresi on KMJ' on all platforms: --- Philip Teresi on KMJ is available on the KMJNOW app, Apple Podcasts, Spotify, YouTube or wherever else you listen to podcasts. -- Philip Teresi on KMJ Weekdays 2-6 PM Pacific on News/Talk 580 AM & 105.9 FM KMJ | Website | Facebook | Instagram | X | Podcast | Amazon | - Everything KMJ KMJNOW App | Podcasts | Facebook | X | Instagram See omnystudio.com/listener for privacy information.

The National Football Show with Dan Sileo — NFL news, debate, and hot takes. Dan Sileo reacts to A.J. Brown being tied to Eagles locker-room leaks, explains why Jalen Hurts is left cleaning up the damage, and questions whether Nick Sirianni had enough control of the room. Subscribe for daily NFL coverage.Privacy & Opt-Out: https://redcircle.com/privacy

Should an elected official be required to resign if caught in an extra-marital affair? The U.S. now has more than 2,000 measles cases for the second year in a row. The surge is driven mainly by declining vaccination rates & Outbreaks in unvaccinated communities. It raises serious concerns that the country could: lose its measles elimination status. Astronauts aboard the International Space Station were ordered by NASA to shelter in their spacecraft and prepare for potential evacuation on Friday as a Russian crew attempts to fix a worsening leak of air on its portion of the orbital laboratory. Please Like, Comment and Follow 'Philip Teresi on KMJ' on all platforms: --- Philip Teresi on KMJ is available on the KMJNOW app, Apple Podcasts, Spotify, YouTube or wherever else you listen to podcasts. -- Philip Teresi on KMJ Weekdays 2-6 PM Pacific on News/Talk 580 AM & 105.9 FM KMJ | Website | Facebook | Instagram | X | Podcast | Amazon | - Everything KMJ KMJNOW App | Podcasts | Facebook | X | Instagram See omnystudio.com/listener for privacy information.

Just moments after he was told that he would be nominated to be the AG, Todd Blanche is already embroiled in a new ethical scandal, this time having his DOJ accused of violating the most sacrosanct grand jury secrecy rules in intentionally leaking to the press a DRAFT, unsigned version of a superseding indictment BEFORE it was presented to the grand jury, against the Southern Poverty Law Center. Popok ties together all of this unethical grand jury conduct that is emblematic of a rotten DOJ and pins it on Blanche, whose confirmation is far from a foregone conclusion. Tushy: 3 Million Butts Love TUSHY. Get 10% off TUSHY with the code LEGALAF at https://hellotushy.com/LEGALAF Visit https://meidasplus.com for more! Remember to subscribe to ALL the MeidasTouch Network Podcasts: MeidasTouch: https://www.meidastouch.com/tag/meidastouch-podcast Legal AF: https://www.meidastouch.com/tag/legal-af MissTrial: https://meidasnews.com/tag/miss-trial The PoliticsGirl Podcast: https://www.meidastouch.com/tag/the-politicsgirl-podcast Cult Conversations: The Influence Continuum with Dr. Steve Hassan: https://www.meidastouch.com/tag/the-influence-continuum-with-dr-steven-hassan The Weekend Show: https://www.meidastouch.com/tag/the-weekend-show The Ken Harbaugh Show: https://meidasnews.com/tag/the-ken-harbaugh-show Majority 54: https://www.meidastouch.com/tag/majority-54 On Democracy with FP Wellman: https://www.meidastouch.com/tag/on-democracy-with-fpwellman Uncovered: https://www.meidastouch.com/tag/maga-uncovered Learn more about your ad choices. Visit megaphone.fm/adchoices

Astronauts onboard the International Space Station were ordered to prepare for evacuation after an air leak suddenly got worse. The situation returned to normal after two Russian cosmonauts completed repairs. We talk to retired Canadian astronaut Chris Hadfield, who served as commander of the ISS in 2013.We'll also hear from the Sherpa who went missing on the upper slopes of Mount Everest for six days and survived; and we remember Kanya King, the founder of the MOBO awards recognising Black music and its impact.(A view of Earth from the Cupola on the earth-facing side of the International Space Station is seen in this NASA handout photo taken June 12, 2013 and provided June 17, 2013. Credit: Reuters)

Intro/SummaryWater leaks can ruin an RV trip fast, especially when they go unnoticed before you hit the road. In this episode of The Smart RVer Podcast, Eric Stark walks through the most common places where RV leaks occur and how to find them before they cause costly damage.Eric covers roof leaks, plumbing leaks, appliance leaks, and those sneaky drips that only show up when the system is under pressure. He explains why a simple flashlight, a few paper towels, and a little patience can make leak detection much easier. You'll also learn why every RVer should carry a basic emergency repair kit with common PEX fittings, clamps, and a few simple tools.This episode is all about helping DIY RVers catch problems early, make basic repairs when possible, and keep small leaks from becoming trip-ending headaches.Show NotesIn this episode, Eric talks about one of the most important pre-trip inspections every RV owner should do: checking for water leaks. RVs are built with lightweight materials, and even a small leak can cause serious damage if it is ignored. Floors, walls, cabinets, insulation, and underbelly areas can all suffer when water gets where it does not belong.Eric explains the different types of leaks RV owners should watch for, including roof, plumbing, water heater, toilet, faucet, and appliance leaks. He also shares practical ways to track them down using simple items like a flashlight and paper towels. Sometimes the easiest method is still the best: pressurize the water system, slow down, and look closely.The episode also covers why it is smart to inspect your RV before a trip instead of discovering a leak at the campground. Eric encourages listeners to build a small emergency leak repair kit with common PEX fittings, tubing, clamps, and basic hand tools so they can handle minor problems on the road.Whether you are getting ready for your first trip of the season or preparing for a long haul, this episode will help you catch leaks early, protect your RV from water damage, and stay focused on enjoying the trip rather than dealing with repairs.TakeawaysIdentifying water leaks in an RV is crucial, as early detection prevents extensive damage.Using a flashlight and paper towels helps locate leaks in RV systems.It is vital to differentiate between the various types of leaks, such as freshwater and blackwater.Regular maintenance of RV seals and fittings is essential to prevent leaks and costly repairs.Tire-locking chocks effectively minimize movement in tandem-axle trailers, enhancing stability and comfort.Having an emergency kit with the necessary parts can ensure a smooth RV experience while traveling.Get The Free ChecklistResources Mentioned in this Episode: RV Pex Fittings and Tube - What to Keep in Your Tool BoxRV Water Lines and Fittings Made Simple in 2026Spray Port Fitting Video - Fix It Before It BreaksRV Pex Line Water Repair Kits - A must-have for any RVContact Us - Call, Text, Video, EmailOur Online Resources: The Smart Rver YouTube Channel - Check Out Our No-Nonsense YouTube VideosSunpro Mfg - RV Sunshade, Windshield Covers & Slide Out Awning FabricsHot Boat Ropes - Marine Cordage- Anchor Lines, Dock Lines, Tow Lines, etc.Top Rated Podcast - The Smart RVer Podcast Website

AP's Lisa Dwyer reports that astronauts had to seek shelter in a SpaceX capsule.

He's a leak in the attic. Meaning a person isn't all there. A decision that didn't pay off correctly or any other issue that requires the mind to generate movement forward. Not so popular today because of not being very politically correct.Become a supporter of this podcast: https://www.spreaker.com/podcast/arroe-collins-unplugged-totally-uncut--994165/support.

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A heated Axios report claims Donald Trump called Benjamin Netanyahu “crazy” over Israel's actions in Lebanon. In this PBD Podcast clip, Patrick and Mehdi Hasan break down the leak, media spin, US‑Israel power dynamics, and what it means for Gaza and the Iran war

Tim and Ted are busy preparing for a very exciting event, but N remains the M of I and their lack of time to prep the show leads to a first in the history of tep and podcasting: the first ever AI-written podcast! With the help of Grok they put out a seamless episode that is indistinguishable from the real thing. Plus, a new career pivot for Lil PP Shooter. Support Tep Talk: www.Patreon.com/TechTalkPod

What may look like a manageable drift in governance can often lead to precipitous falls in politics. Remember how it started in 2011 for Manmohan Singh government, ThePrint Political Editor DK Singh explains in this episode of # PoliticallyCorrect----more----To Read this week's Politically Correct: https://theprint.in/opinion/politically-correct/pm-narendra-modi-neet-paper-leak-problems/2948353/

If your OBGYN practice has solid referral volume but growth keeps stalling, this episode is going to reframe the entire problem. Most OBGYN practices don't have a marketing problem or a demand problem. They have a conversion problem — and it's playing out in the invisible space between when a referral is made and when a patient actually shows up on the schedule. In this episode, Alisa Conner walks through: The emotional backdrop OBGYN patients arrive with — and why even small friction derails the process The math behind $525,000+ in annual revenue loss from referral leakage alone Three specific breakpoints that cause referred patients to disappear: the silent referral, the unprepared patient, and the invisible referral partner Practical, process-based fixes for each — no marketing budget required A step-by-step action plan to calculate exactly what referral leakage is costing your practice This episode is designed for practice administrators and physician-owners at specialty OBGYN practices who want to stop losing revenue they already earned. The Referral & Patient Recovery Lab opens June 4th. Founding membership is capped at 20 spots. Join the waitlist: https://alisaconner.com/lab

Dave Landau's back in-studio with us as Diddy's sex tape leaked on the internet. PLUS – Meghan Markle's hypocrisy, the Stop Nick Shirley Act, Spencer Pratt, Freedom 250 concert, and filming in public places for fight content. Comedian Dave Landau joins us today. Maine politician Graham Platner and wife address some hot sexting action. Freedom 250 Show: Flo Rida has a pretty stupid name. C&C Music Factory's Freedom Williams pops off from the toilet. Donald Trump cancels the entire event in favor of a rally. Filming people and then arguing about it is such a hot content trend right now. Spencer Pratt jumped on Club Random with Bill Maher. He is surging in LA polls. Al Roker HATES Spencer and Heidi. Sergey Brin endorses the reality star. The Stop Nick Shirley Act is a thing. Nobody wants to talk to him. Bob Page is not very kind to Denny McLain on Twitter. Tampa Bay Ray Wander Franco avoids prison time, but is likely never going to play in the Big Leagues again. A Diddy Freak Off allegedly leaked starring Daphne Joy. 50 Cent isn't too thrilled his baby-mama was plowed by Sly Diggler. Dr. Jill Biden appeared on The Today Show to talk about Joe's prostate cancer. Pancreatic cancer took a loss today. Hey Kevin Hart… nice production company. YouTubers are out-selling Hollywood. Fox News' Kennedy is not a fan of Chelsea Handler. Meghan Markle is caught being a candle hypocrite. Prince Harry's charities are failing and full of torture. Meghan Markle makes everything uncomfortable. We might have some merch left. Click here to check what's available. If you'd like to help support the show… consider subscribing to our YouTube Channel, Facebook, Instagram and Twitter (Drew Lane, Marc Fellhauer, Trudi Daniels, Jim Bentley, BranDon, and Roberto).

The clients who pay you the least are costing you the most. I know that sounds backwards — but after 16 years of building businesses and coaching hundreds of entrepreneurs, I can tell you with absolute certainty: your low prices are not protecting you. They're slowly destroying your business. Now, most people think the solution is simple — just charge more so you can make more money. And yes, that's true. But here's the thing — that's actually the least interesting reason to raise your prices. There are four other reasons your cheap prices are killing your business that have nothing to do with your bank account. And today I'm going to show you exactly what they are. Chapters 00:00 The Cost of Low Prices in Business00:39 Why Charging More Is the Fastest Way to Grow02:43 The Bucket Metaphor: Fixing the Leak in Your Business06:39 Why Cheap Clients Are Your Most Expensive Problem16:37 Clients' Commitment and the Power of High Prices28:58 Crowding Out High-Ticket Clients with Low Prices33:41 The Myth of Small Plate vs. Big Plate Entrepreneurs40:36 The Cost of Low Prices: Money, Freedom, and Joy45:13 The Solution: Raise Your Prices and Reimagine Your Business

This week, Landon and Jeremiah are joined by Soccerwise's David Gass to discuss Austin FC's search for a coach and CSO, and the future direction of club. Other questions and topics include:- Still a chance for Nelson with Canada?- Purple jersey incoming?- Coach/Sporting Director Search w/ David Gass- What are the odds of hiring our top choices?- How attractive is the Austin job?- How should Austin FC reinvent themselves?- How can Austin develop more youth?- Gass's soccer movie recs: Pelada, Goal! - Austin really the 30th most valuable team?- What is a half-volley exactly?- Free Parking at Amplify- much moreMoontower Soccer is brought to you by FVF LawSupport the show

SummaryIn this episode of the Blue Security Podcast, hosts Andy Jaw and Adam Brewer discuss critical cybersecurity topics, including newly discovered Windows Zero Days, insights from Verizon's latest Data Breach Investigations Report, and a significant credential leak at CISA. They emphasize the importance of vulnerability management, the evolving threat landscape, and best practices for securing sensitive data. The conversation highlights the need for organizations to adapt quickly to emerging threats and implement robust security measures to protect against breaches.----------------------------------------------------YouTube Video Link: ⁠https://youtu.be/DtPgg2jQCyM----------------------------------------------------Documentation: https://thehackernews.com/2026/05/windows-zero-days-expose-bitlocker.html?m=1https://www.verizon.com/business/resources/T158/reports/2026-dbir-data-breach-investigations-report.pdfhttps://arstechnica.com/information-technology/2026/05/in-stunning-display-of-stupid-secret-cisa-credentials-found-in-public-github-repo/----------------------------------------------------Contact Us:Website: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://bluesecuritypod.comBluesky: https://bsky.app/profile/bluesecuritypod.comLinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/company/bluesecpodYouTube: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.youtube.com/c/BlueSecurityPodcast-----------------------------------------------------------Andy JawBluesky: https://bsky.app/profile/ajawzero.comLinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/in/andyjaw/Email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠andy@bluesecuritypod.com⁠----------------------------------------------------Adam BrewerTwitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://twitter.com/ajbrewerLinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/in/adamjbrewer/Email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠adam@bluesecuritypod.com

Send us Fan MailOn this episode, we continue our review of the high-stakes incident and evacuation in Orange County, CA over the Memorial Day holiday weekend. Some 50,000 residents were forced to flee their homes as a runaway thermal reaction built pressure and risk inside a local manufacturing facility.We're joined by journalist Alexandra Datig, who covers news issues in Southern California, and also runs her own news site, FrontPageIndex.com. Alex was on the scene as emergency responders worked to stop the runaway reaction taking place in a chemical storage tank located not far from the famed vacation destination of Disneyland. How well did emergency managers communicate the threats and requested evacuations to a population of 50,000 people?  Alex walks us through her assessment of the communications response as she saw it over the course of six days.We take a detailed look at  the real communications choices that helped keep people calm while responders worked through uncertainty, rising temperatures, and fears of a potential explosion tied to methyl methacrylate (MMA). Several community meetings were held during the incident. Did the responsible company, GKN Aerospace, participate in those meetings with local residents? Should they? We discuss those issues, along with the threats and upsides, of participating in a community meeting.You can reach Alex Datig at FrontPageIndex.com. #orangecounty #ocfa #emergencymanagement #crisiscommunication #gardengrove Support the showWe'd love to hear from you.  Email the show at Tom@leadinginacrisis.com.

Introduction   Non-weather water damage costs insurers $13 billion a year. Interior leaks account for 39% of all homeowner claims. And yet most carriers still treat prevention as a brochure recommendation—send the homeowner a discount offer, hope they find a plumber, and call it a program. Paul Vacquier thinks that's why it isn't working.   Vacquier is the founder and CEO of Beagle Services, a water security company that solves the last-mile problem carriers and homeowners can't solve on their own: getting leak detection hardware actually installed, monitored, and maintained. A California-barred litigation attorney turned insurtech operator, he built the insurance carrier playbook at Flow Technologies before Moen acquired it. What he learned there—that the technology exists but deployment at scale does not—became the genesis for Beagle.   In this conversation, Josh Hollander and Vacquier dig into why the installation gap is where loss prevention falls apart, how the industry is shifting from carrot to stick on water shutoff requirements, and what Beagle's work with carriers like PURE tells us about where prevention programs are actually headed.   Guest Bio   Paul Vacquier is the Founder and CEO of Beagle Services, a water security company operating across 17 states that installs, monitors, and maintains automatic water shutoff valves and leak detection systems for insurance carriers, brokers, and homeowners. Before founding Beagle, he built the insurance carrier go-to-market at Flow Technologies, which was later acquired by Moen (now Flow by Moen). He is a California-barred litigation attorney who came to insurtech through the startup world.   Key Topics   • The last-mile problem nobody solved — Leak detection technology has existed for over a decade. The gap isn't the hardware—it's professional installation, ongoing monitoring, and maintenance at scale. Carriers recommend devices; homeowners can't find qualified installers; the device sits in a box. Beagle exists to close that gap.   • From carrot to stick — Carriers are shifting from discount incentives ("send us a photo of your installed valve") to hard underwriting requirements at specific coverage thresholds. High-net-worth carriers like PURE have led the way. Standard lines carriers are following. The stick is now backed by data.   • The compliance illusion — A photo of an installed device and a paid invoice doesn't mean the system is on and actively protecting the home. The same problem exists with alarm systems: discounts are given, but nobody checks if the alarm was set before you left for vacation. Beagle's Watchdog product monitors device status—online, offline, alert conditions—in real time.   • What Beagle does with the data — Watchdog ingests alert data across every installed system: high pressure, small drips, thermal expansion risk, shutoff frequency, device connectivity. When an alert fires, Beagle dispatches a service visit to fix the underlying problem—toilet flappers, angle stops, pressure regulators—before it becomes a claim.   • Scaling a physical services business — Unlike SaaS, physical services don't go straight to margin as you grow. The key variable is drive time: how many installs can a technician complete per day in Atlanta, Los Angeles, or Dallas? Beagle grows market-by-market only when carrier partners generate enough demand to support a full-time local team, which drives economies of scale that lower costs for everyone.   • AI can't turn a wrench — Beagle uses AI for route optimization and operational efficiency, and is training internal models as a knowledge base for field technicians and customer service. But the core product requires humans on-site at every property. No bot can cut the pipe.   Notable Quotes   "Most carriers still treat prevention as a brochure recommendation rather than an operational program."   "You'd have a picture of the installed device and a paid invoice—but that doesn't necessarily mean the system is on and active protecting the home."   "The AI can't turn a wrench. No matter how smart the valves get, you still have to put it on. Until that day comes, we'll be here."   "Beagle's intent is to be a proactive, preventative maintenance plumbing company. All we do is referred-in work to help prevent leaks from occurring."   Resources   Guest: • Beagle Services: https://www.beagleservices.com • Paul Vacquier on LinkedIn: hhttps://www.linkedin.com/in/paulvacquier/   Host & Organization: • Joshua R. Hollander on LinkedIn: https://www.linkedin.com/in/joshuarhollander/ • Horton International (USA): https://www.horton-usa.com/ • Insurtech Leadership Podcast (LinkedIn Showcase): https://www.linkedin.com/showcase/insurtech-leadership-show   Subscribe & Review   If you enjoyed this episode, subscribe on your favorite platform and leave a review. The Insurtech Leadership Podcast is available on YouTube, Apple Podcasts, and Spotify.

The Cypher Controversy - Unpacking the PTI propaganda and the Dropsite Cypher Leak - #TPE The Pakistan Experience is an independently produced podcast looking to tell stories about Pakistan through conversations. Please consider supporting us on Patreon:https://www.patreon.com/thepakistanexperienceTo support the channel:Jazzcash/Easypaisa - 0325 -2982912Patreon.com/thepakistanexperienceAnd Please stay in touch:https://twitter.com/ThePakistanExp1https://www.facebook.com/thepakistanexperiencehttps://instagram.com/thepakistanexpeperienceThe podcast is hosted by comedian and writer, Shehzad Ghias Shaikh. Shehzad is a Fulbright scholar with a Masters in Theatre from Brooklyn College. He is also one of the foremost Stand-up comedians in Pakistan and frequently writes for numerous publications. Instagram.com/shehzadghiasshaikhFacebook.com/Shehzadghias/Twitter.com/shehzad89Join this channel to get access to perks:https://www.youtube.com/channel/UC44l9XMwecN5nSgIF2Dvivg/join

In this sponsored interview Casey Ellis chats with Truffle Security's founder and CEO Dylan Ayrey about the recent CISA secrets leak. Days after Brian Krebs ran the story, plenty of the exposed credentials were still live, including an admin-level GitHub app key with full rights over CISA's org. Dylan walks through why deleting the repo doesn't fix anything, why most cloud vendors won't hard-revoke exposed keys (OpenAI and Slack will; AWS, Google and friends mostly won't), why Hugging Face datasets now hold more secrets than GitHub itself, and what the next generation of multi-provider credential-harvesting supply chain worms is going to look like. Show notes

The headlines of the week by The Indian Express

This week's Department of Know is hosted by Rich Stroffolino, with guests Bruce Schneier, chief of security architecture, Inrupt, and Chris Ray, field CTO, GigaOm. Missed the live show? Check it out on YouTube. Huge thanks to our sponsor, Guardsquare Mobile security incidents are no longer the exception—they are the norm. Last year, seventy-two percent of companies suffered a mobile app security incident. As the primary gateway to your APIs and data, your mobile app requires more than just basic encryption; it needs a multi-layered security strategy. Protect your brand and your bottom line with layered mobile app protection. Learn more at Guardsquare.com.  

Listen to a recap of the top stories of the day from 9to5Mac. 9to5Mac Daily is available on iTunes and Apple's Podcasts app, Stitcher, TuneIn, Google Play, or through our dedicated RSS feed for Overcast and other podcast players. Sponsored by CardPointers: The best way to maximize your credit card rewards. 9to5Mac Daily listeners can exclusively save 30% and get a $100 Savings Card. New episodes of 9to5Mac Daily are recorded every weekday. Subscribe to our podcast in Apple Podcast or your favorite podcast player to guarantee new episodes are delivered as soon as they're available. Stories discussed in this episode: New Oura Ring 5 unveiled with dramatically smaller design, hypertension detection, more iOS 27 leak reveals new Siri design, Camera app, more New details on Apple-Google AI deal revealed, including Nvidia chips: report Listen & Subscribe: Apple Podcasts Overcast RSS Spotify TuneIn Google Podcasts Subscribe to support Chance directly with 9to5Mac Daily Plus and unlock: Ad-free versions of every episode Bonus content Catch up on 9to5Mac Daily episodes! Share your thoughts! Drop us a line at happyhour@9to5mac.com. You can also rate us in Apple Podcasts or recommend us in Overcast to help more people discover the show.

Leaked images of iOS 27's revamped Siri from journalist Mark Gurman, first look at the Jony Ive-designed Ferrari Luce, summer travel tech gear, and Stephen has a major crash out over AI slop.Member Promo Code: IWANTCHAPTERS (Click above and the $2.50 promo will be auto applied!)Top Five Tech | Stephen's PodcastCreative Effort | Jason's PodcastWatch on YouTube!Show Notes via EmailEmail Us: podcast@primarytech.fm@stephenrobles on Threads@jasonaten on ThreadsSponsors:Keeper - Get 60% off personal and family plans at: keepersecurity.com/PRIMARYScribe - Book a personalized enterprise demo when you visit: scribe.how/primaryNordLayer - Get up to 22% off NordLayer yearly plans plus 10% on top with the coupon code: PRIMARTYTECHNOLOGY10 at: nordlayer.com/primarytechnologyLinks from the showPodcasts in AntarcticaAmazing LEGO Collectionchoclift - the sweeter way to work with MacApple iOS 27 Photos, Screenshots: Revamped Siri, Pro Camera App, New AI Features - BloombergR2 Launches June 9 by Rivian - Rivian Stories | Electric Vehicle AdventuresLeaf Pro Max MemeFerrari Luce is the Most Controversial Ferrari Ever - YouTubeMeta launches Instagram, Facebook, and WhatsApp subscriptions, with more to come, including AI plans | TechCrunchThe new Halide camera app launches with film looks and an upgraded photo editor | The VergeFitbit Air: Invisible Fitness Tracking For Everyone? (Full Review!) - YouTubeHere's how Google is responding to Fitbit users who don't like the new Health app | The VergeThe Truth About the "Whoop Killer" - YouTubeAmazon to Acquire Apple's Globalstar Stake in Satellite Deal - MacRumors American Airlines to install Starlink, the fastest Wi-Fi in the sky Apple has a new MacBook Pro coming soon, here's what we know - 9to5MacYouTube is putting AI labels where you'll actually see them | The VergeSpotify now lets users save or share podcast clips - 9to5MacRobinhood will let your AI agent trade stocks and make (or lose) lots of money | The VergeHow to clean your Apple products - Apple SupportUGREEN Nexode Air 65WAnker Nano Portable Charger, 45WKU XIU Qi2.2 25W 3-in-1Baseus Picogo Qi2.2 25W Magsafe Battery65W - Slim Design - Carbide | NOMAD® Anker 25,000mAh Portable ChargerSony 1000X THE COLLEXIONStephen's Reminders Video - YouTube (00:00) - Intro (04:05) - Podcast in Antarctica (07:32) - F1 Race (10:08) - Beta Season (16:27) - iOS 27 Siri Leak (20:58) - R2 Launch Date (25:17) - Ferrari Luce (32:51) - Sponsor: Keeper (34:26) - Sponsor: Scribe (36:37) - Sponsor: NordLayer (38:08) - Meta Subscriptions (45:43) - Lightning Round (52:21) - AI Slop Crash Out (01:03:08) - Spotify Podcast Features (01:04:39) - Travel Tech Gear ★ Support this podcast ★

When your income starts to scale, the instinct is to focus on earning more and delegate everything else. You build momentum, create cash flow, and then hand your capital over to advisors, funds, and institutions that are supposed to manage it efficiently in the background. The system looks sophisticated, regulated, and optimized, so it feels like the right move. But what many high-income earners and investors don't realize is that the biggest risk to their wealth often isn't the market… It's the structure their money sits inside. Because once capital is placed into systems you don't fully understand, small decisions start compounding in almost invisible ways. Fees that seem insignificant begin to erode long-term growth.  Portfolios that look diversified turn out to be overlapping and inefficient. And over time, instead of compounding wealth, you're quietly leaking it. In this episode of Money School Elite, I sit down with Robert Rolih, investor, entrepreneur, and author of The Million Dollar Decision, to break down what really happens to your money after you've made it. In this conversation, we discuss why small, seemingly harmless fees can significantly delay your financial freedom, how a lack of visibility into your own portfolio creates hidden risk, and why many investors don't actually know what they own. About the Guest    Robert Rolih is an entrepreneur, bestselling author, and long-term investing expert known for exposing Wall Street's hidden traps and teaching investors how to simplify wealth building. He is the international bestselling author of The Million Dollar Decision: Get Out of the Rigged Game of Investing and Add a Million to Your Net Worth, a book that has received glowing reviews from readers around the world. His mission is to reveal what the financial industry doesn't want you to know about investing, helping people greatly improve their long-term investing gains and take control of their financial future. Today, Robert has a thriving investment portfolio that serves him, not the financial industry. As a sought-after speaker, he shares his expertise with audiences worldwide, helping people avoid costly mistakes and achieve financial freedom. His ability to break down complex financial concepts into simple, engaging lessons and make investing interesting and fun has become his trademark. Robert was featured in more than 50 newspapers, websites, and TV stations, including CNBC, Yahoo Finance, Newsmax TV, Business Insider, and has had the honor of sharing the stage with renowned figures such as Robert Kiyosaki, Gary Vaynerchuk, Brian Tracy, Jack Canfield, Daniel Priestley, and many others. His international bestseller The Million Dollar Decision has been translated into several languages, including Chinese Mandarin, and published in special editions in countries such as India, Taiwan, Bulgaria, and Thailand. To get a free chapter of Robert's bestselling book, go to https://robertrolih.com/ or buy the book here. You can also join Robert's free masterclass when you go to https://robertrolih.com/masterclass.    About Your Host From pro-snowboarder to money mogul, Chris Naugle has dedicated his life to being America's #1 Money Mentor. With a core belief that success is built not by the resources you have, but by how resourceful you can be. Chris has built and owned 19 companies, with his businesses being featured in Forbes, ABC, House Hunters, and his very own HGTV pilot in 2018. He is the founder of The Money School™ and Money Mentor for The Money Multiplier. His success also includes managing tens of millions of dollars in assets in the financial services and advisory industry and in real estate transactions. As an innovator and visionary in wealth-building and real estate, he empowers entrepreneurs, business owners, and real estate investors with the knowledge of how money works. Chris is also a nationally recognized speaker, author, and podcast host. He has spoken to and taught over ten thousand Americans, delivering the financial knowledge that fuels lasting freedom.   Resources Private Money Guide:  https://go.moneyschoolrei.com/book-podcast Wealth Wednesday Webinar: https://go.moneyschoolrei.com/wednesday-webinar-podcast Mapping out the Millionaire Mystery:  https://go.moneyschoolrei.com/newbook-podcast    

The new AIEWF website is live! CFPs close in 2 days and we will run our first New Engineer Orientation this weekend, get your tickets booked ASAP as they -will- sell out. Take the AI Engineering Survey and get >$2k in credits and free AIE WF tickets!One of the central tensions in the agents industry is that even while there are major decacorn agent labs like Sierra, Decagon, Notion and Cursor being built up, it is also true that it has never been easier to DIY agents, with a plethora of agent frameworks like LangGraph and Pydantic and Flue, and managed agents from Anthropic and Gemini and Amazon. There has been a wave of companies building their own background agents from Shopify to Stripe to Paradigm to Razorpay, and even Cognition's friends Ramp have built their own coding agent with other friend Modal.You'd think Cognition might feel a bit threatened, but they're not - even after all this, they were way oversubscribed for the $1B Series D they just announced:Walden Yan, coiner of context engineering and Chief Product Officer/Cofounder of Cognition, invited OpenInspect's Cole Murray to talk about why the Devin is in the Details.Full conversation live on the pod today: In retrospect, async agents were the most AGI pilled bet you could make in 2024 - the models weren't good enough yet to vibecode, and people didn't trust AI enough to let it rip, nobody (including early Cognition) was sure about the form factors. Now it is obvious:* The first wave of AI coding tools made the developer faster but remain heavily in the loop. Copilor and Cursor's tab autocomplete are prime examples However, the workflow was still heavily centered around and bottlenecked by the developer's local workflow: a developer in an IDE, watching the model, accepting or rejecting changes, and pushing code one interaction at a time.* The second wave was local agents: Claude Code, Windsurf, Cursor's agents pane: first one and increasingly many terminals all running concurrently.* The current Age of Async Agents points to a different future focused more on agent orchestration which drives end-to-end development.According to previous guest Steve Yegge, there are finer-grained 8 levels to agent adoption, but we have collapsed it into three.As Cursor's Michael Truell put it in The third era of AI software development:Cursor is no longer primarily about writing code. It is about helping developers build the factory that creates their software. This factory is made up of fleets of agents that they interact with as teammates: providing initial direction, equipping them with the tools to work independently, and reviewing their work.The agent should not sit solely inside the developer's flow. It should be setup to work in the background so that you can give it a task, a repo, a machine, a shell, a browser, tests, memory, and review loops to go do the work somewhere else.In less than a year, the sentiment has shifted from avoiding multi-agent systems:to suggesting approaches that actually work:From coining “context engineering” to building the infrastructure behind Devin's 7x PR growth and jump from 16% to 80% of commits across Cognition repos, Walden Yan has had a front-row seat to the background-agent shift. In this episode, Cognition co-founder and CPO Walden Yan joins swyx alongside Cole Murray, creator of OpenInspect, to unpack why everyone is building their own Devin, what changed after the December 2025 model inflection, and why “spec to pull request” is now becoming a real production workflow.We go deep on the architecture of background agents: harness-in-the-box vs out-of-the-box, why Devin separates the “brain” from the machine, why repo setup is still one of the hardest problems, why Docker is not always enough, and how full VMs, snapshots, scoped secrets, GitHub bots, Slack integrations, and video-based testing all fit together. Walden and Cole also dig into memory, MCP limitations, multi-agent orchestration, AI code review, SRE auto-triage, PMs shipping code from Slack, Windsurf 2.0, hybrid frontier/sub-frontier systems, and the real failure mode of uncontrolled vibe coding: your codebase regressing to your worst engineer.And as agents eat software… and software eats the world… you can draw the conclusion on what is next:We discuss:* Why the engineering world is waking up to background agents and cloud agents* The December 2025 model inflection that made spec-to-PR workflows practical* Devin's 7x merged PR growth and rise from 16% to 80% of commits* Why Cole built OpenInspect as an open-source background-agent system* The economics of $20/seat agent products and why monetization is tricky* What Cognition actually sells beyond Devin: infra, onboarding, integrations, and adoption* Harness in the box vs out of the box, and why architecture matters* Why Devin separates the brain from the machine for security and permissions* Repo setup, scoped secrets, Docker Compose, and agent-ready dev environments* Why full VMs matter when agents need to run real applications and test them* Android, macOS, Windows, nested virtualization, and machine-specific agent work* Why testing is much harder than “computer use”* Screenshots, video verification, and the “I know it works” merge moment* GitHub UX, Devin Review, AI reviewers, and agents responding to PR comments* Why MCP alone is not enough for first-class Slack and enterprise integrations* Memory, Knowledge, skills, Claude.md, and why retrieval is still unsolved* Devin's auto-generated memories and the challenge of memory pruning* Always-on agents as permanent PMs for issues, tickets, and product areas* Sub-agents, meta-Devin management, and what multi-agent systems actually add* Why pure auto-merge vibe coding breaks down after about two weeks* AI code smells, lint rules, reward hacking, and Semgrep for agent-written code* GitAI, inline context, and preserving the “why” behind code changes* Local testing, mock servers, older codebases, and preparing companies for agents* Windsurf 2.0 and the handoff between local foreground agents and cloud background agents* SRE auto-triage, support workflows, and agents as first responders* PMs, marketing, and non-engineers creating pull requests from Slack* AI agent budgets, $1k-$5k per engineer spend, and hybrid frontier/sub-frontier systems* The rise of autonomous coding factories and who Cognition is hiringWalden Yan* X: https://x.com/walden_yan* LinkedIn: https://www.linkedin.com/in/waldenyan/Cole Murray* X: https://x.com/_colemurray* LinkedIn: https://www.linkedin.com/in/colemurray/* OpenInspect / Background Agents: https://github.com/ColeMurray/background-agentsTimestamps00:00:00 Introduction00:00:43 Why Everyone Is Building Their Own Devin00:01:57 Devin's 2025 Ramp: 7x PR Growth and 80% of Commits00:03:49 OpenInspect and the Rise of Open-Source Background Agents00:07:59 What Cognition Actually Sells Beyond Devin00:09:56 Background Agent Architecture: Harness In vs Out of the Box00:12:08 Separating the Brain from the Machine00:14:07 Repo Setup, Secrets, Docker, and Full VMs00:19:13 Why Testing Is Harder Than Computer Use00:22:40 Video Verification and the “I Know It Works” Merge Moment00:23:19 GitHub UX, Devin Review, and AI Code Review00:25:42 MCP, Slack, and Enterprise Agent Integrations00:28:59 Memory, Knowledge, and Always-On Agents00:36:16 Sub-Agents, Multi-Agent Orchestration, and Meta-Devin00:43:55 Vibe Coding, Auto-Merge, and Codebase Decay00:48:38 Agent Infra, VPCs, Cloud Providers, and Fast VM Restore00:52:25 AI Code Smells, Reward Hacking, and Code Review Systems00:56:10 Making Codebases Agent-Ready00:58:30 Windsurf 2.0 and the Local-to-Cloud Agent Handoff01:01:15 SRE Auto-Triage, PMs Shipping Code, and Agent Use Cases01:04:32 Agent Budgets, Hybrid Models, and Autonomous Coding Factories01:06:51 Hiring at Cognition and OpenInspect Consulting01:07:45 OutroTranscriptIntroduction: Walden Yan, Cole Murray, and Context EngineeringSwyx [00:00:00]: All right, we're in the studio with Walden Yan, co-founder of Cognition, CPO.Walden [00:00:08]: Happy to be here.Swyx [00:00:09]: Which is a cool title. And coiner of context engineering.Walden [00:00:15]: Although I think there are many people who'd used the terms in various ways beforehand, but I did find that people, both internally and externally, enjoyed the upgrade from prompt engineering or model wrapping into maybe a more thoughtful way to build agents.Swyx [00:00:33]: For those who haven't caught up on that, I have on screen the Don't Build Multi-Agents post, which you should go read on and we might refer to, and Cole Murray, who created OpenInspect.Cole [00:00:43]: Great to be here.Swyx [00:00:43]: So let's talk about it. Everyone is building their own Devins. What's going on?The December Shift: From Handholding Models to Autonomous PRsCole [00:00:51]: So I think the engineering world is waking up to this idea of background agents, cloud agents, whatever you'd like to call it. And I think we saw a shift around the December timeframe of 2025, where the models Opus 4.5 and GPT 5.2, they reached a capability where we moved away from handholding the model and being able to actually more or less autonomously drive the model. And what I mean by that is that we could pretty much go from a specification to a completed pull request, assuming the spec was good enough, with very little friction. And that paradigm alone, I think, changed a lot of how we interact with agents, and opened this world where background agents became more practical.Swyx [00:01:41]: I think for Cole, everyone experienced this in December, but I feel like there was just this increasing ramp, right? There was this moment which was, I think, Sonnet 3.7, where, You guys rewrote Devin in one night or something. So describe 2025 or how it felt from your side.Walden [00:02:01]: In retrospect, we always thought it was ramping up, but then even now, over the last three, four months from today, it's been ramping up even faster. So it's almost funny to be talking about how, big of a leap Sonnet 3.7 was, and honestly, a lot of it was stripping out parts of Devin that were no longer needed with that jump in of intelligence. But I also just think that a lot of the recent leaps, especially, you look at, models like Opus and the latest GPT models, they are reaching levels of autonomy where people are actually finding that they actually can just be hands-off. And people who were once debating, “Oh, do I need to be in the weeds with my model in the IDE? Can I just completely move it off into the cloud?” That's a more serious conversation, and we've seen that in all of our growth charts. Internally there's this funny graph where our usage has, of PRs, our merged PRs, has grown 7X since I forget what it was called.Swyx [00:02:57]: I think Dev, maybe tweeted that. Yes.Walden [00:03:01]: it grew like 7X over, the last, I think it was, two months, three months, something like that. And then you see our engineering headcount growth. It's, gone up by, 10% or something.Swyx [00:03:11]: We were, we were afraid To release this. So this is Devin commit percentages on all Devin repos, was 16% in January and now 80% in March.Walden [00:03:25]: It's a big shift right now. And so it makes sense that a lot of people are now thinking about, buying Devin, but also maybe, trying to build their own and there's Lots of I have a lot of fun building Devin, so I can see why other people would want to build their own cloud agents as well. Matt, well, maybe it's good to hear, what initially inspired you to try to build OpenInspect?OpenInspect: Ramp, Cloud Agents, and Open SourceCole [00:03:49]: OpenInspect came about, through primarily my clients observing how they were using tools like Claude, OpenAI's Codex at the time, and seeing some of the friction that they were having with it. Primarily the Claude was being used through Slack, and a big issue they ran into was that the sessions that were launched were specific to whoever called it via Slack. And so if a PM was the one who invoked the session and they would then go to pass context to engineering can't see the session. And that in itself was a deal breaker because the PM, “Hey, engineering, can you jump in?” But there's nothing to jump in on unless they're copy-pasting out or the single response that came back. And so seeing some of these problems, I had built a similar architecture internally, just to experiment with, test out different ideas as this trend of moving off of localhost was starting to become, And as Ramp released their blog post, I had a lot of the pieces for this already in place, and just thought it would be funny to, see what Claude could do just purely from the blog post. And on my X account, there's actually a thread of where I live tweeted, going through thisCole [00:05:14]: comparing GPT and Claude as both of them are going through it.Swyx [00:05:17]: On the announcement thing or something else?Cole [00:05:19]: right after it got released. We can put it in the show notes. Yeah, it was helpful that I had already knew how to verify the system. I knew what I was looking for. I think Ramp did a great job of really illustrating, the technical aspects of how to build something. It was much more than just like, “Hey, we built a great system.” It was, “And here's how you can build it too.” And so, I resonated a lot with that, just with the problems that I was already seeing, and I thought that, looking around, I didn't really see anything in the open source community that, met this type of system. I think there's a lot that run, in localhost like Superset, Conductor, and many others.But nothing that was actually running in the cloud. And so, I built it, and I thought it was interesting to just open source it and allow anyone to then have a foundation that they can mix and match on top of.The Business of Background Agents: Open Source vs. DevinSwyx [00:06:16]: So literally after Devin was launched was, there was OpenDevin Which became All Hands. I don't know if you tried that orWalden [00:06:22]: I was going to say, one of the things that interested me a lot with OpenInspect was, you didn't try to go make it then something you monetize. There are a lot of, I think, these open source projects would then go and really try to, raise VSwyx [00:06:36]: That's why no OpenDevin. Yeah.Walden [00:06:38]: yeah, and how did you think about that? I thought that was very interesting.Cole [00:06:44]: I thought, and just what I had seen across my clients, was that having a background agent system is going to become a critical infrastructure within their company. And so because of that, I think that I wanted to open source it so that they could fork it and put in whatever customization they wanted. To that question though, I get asked all, “Oh, are you going to raise? Are you going to turn this into a service?”Walden [00:07:08]: I'm sure you've gotten offers.Cole [00:07:09]: but primarily I don't want to do that for a few reasons. One, I think that I don't want to compete for, $20 a seat. I think that is just a really difficult business. I think it's very easy to copy the main pieces of it. Again, I built this fairly quickly. And I think because you are not owning, I guess, the entire stack, it's hard to monetize. You have money being made at the sandbox layer with Daytona, E2b, many other players. You have money being made at the model layer. And you sit in this weird in-between gray area where what are you actually selling? You're selling, I guess, the infrastructure. You're selling, the integrations maybe.Swyx [00:07:55]: let's ask the guy. What are you What are you selling?Walden [00:07:59]: Well, yeah, there's multiple layers to this in practice, and actually it's funny you mentioned the infrastructure, ‘cause when we got started building Devin as well, we had to go figure out how to make the infrastructure as well because,Swyx [00:08:10]: You had to build this two years before everyone else,?Swyx [00:08:15]: Including, the model sideWalden [00:08:17]: It was not, it was not very polished at the start, when we just built it off of raw VMs from cloud providers like EC2, the boot up time was so slow, I think, And especially then, turning off the machines, saving them, and then to be able to bring them back up again when the, when you want Devin to wake up again later. It would just be out cold for like 10 minutes because that's just how long these systems took. They were not built for this repeated down and up usage. And so we actually had to go do all of that. And as a result now, one thing we offer when we go and sell Devin to people is, you don't have to worry about all the compute side of things. We'll make it work. We'll make it work in your cloud if you want it to. But aside from the product, and I want to go into the agents and the tuning of the intelligence part later, but I think a big part of what we do at Cognition as well is to just make sure that your company learns and uses and adopts these coding agents. ‘Cause I think for especially the largest enterprises in the world, you find that there is a lot of people who want to move over to using AI for their day-to-day workloads. But because of the way projects are planned, because, not everyone is literate in using AI in these ways, having a team of engineers who can actually go in and onboard you, set up all the integrations you need, the automations you need to really get to that level of, leverage with AI, is super helpful. And so We do that. We show thought partners to the customers that we work with as well.Swyx [00:09:56]: So let's talk about, architectural stuff. I think that's always, that is something that was the topic of conversation between the two of you. Is this, the mental model that you want to start with or something else? I'll just leave the floor open to you guys.Agent Architecture: Harness in the Box vs. Out of the BoxCole [00:10:11]: I think, maybe we can start here as just a general what are the pieces of a background agent system. And then maybe we can go into some of the nuances of, Decisions that you can make.Swyx [00:10:22]: But I guess I also Like, what, maybe what Walden is saying is the agent is like in this open code box, I guess. Right? This is infra, and then there's, that's the agent. And you had this discussion about whether you put the agent in here or in Out externally. Can you tease that out?Cole [00:10:39]: In a background agent systems, you have a decision to make of where the agent is actually going to run. This is typically described as the harness in the box or out of the box. With running the agent in the box, you're making some trade-offs by doing that. The negative trade-off you're making is primarily security. Because the agent is running in that box, unless you otherwise design it, all of your secrets need to go into that box as well. And given the nature of AI, it can be unpredictable, and you could very easily end up accidentally exfilling your secrets, or other unintended behavior. Now, the out of the box is the idea that we are going to have the actual agent running not directly in the sandbox, and we will have, quote-unquote, the brain of the agent running in some type of worker, control plane. That sandbox then is going to serve as the hands where the brain is basically operating and making tool calls into that environment to manipulate it. I guess other trade-off that you're making between the two systems is that, in my opinion, running it out of the box is much more complex because, you have state that has to be managed, whereas if you're running it in the box, all of the state of that agent is actually in the box, and yes, it's you could persist it elsewhere, but it's all localized and you have less concerns to worry about.Walden [00:12:08]: I think a lot of that, what you mentioned, is why we actually from the start built Devin to what we called separate the brain from the machine. The other thing that this allows you to do is reuse any existing infrastructure you have for dev boxes Perhaps. And so you don't have to worry as much about making a new type of dev box that has all the dependencies the brain needs, as you mentioned, the secrets the brain needs as well. One thing that we've seen some customers run into is, you have a GitHub app and you want Devin, your agent, whatever, be able to interact with GitHub through this application, but then you have different users with different actual permissions. If they are all interacting through the same GitHub app and there's no actual, separation between the system that decides, what it does and the actual secrets on the machine, then you run into an issue where, okay, it's hard to do the separation. But in practice, with Devin, it's much easier because we just say whatever you put on the machine, that is, the scope of basically what the user is free to do, what the agent is free to do. So only put the most scoped secrets on that machine, and then the brain is fully not accessible from the machine. So you don't have to worry about messing with the, any of the most secure parts of the brain if the user is free to do whatever they want with the machine.Swyx [00:13:31]: I was going to just bring, I have this, chart from OpenAI, where I don't know if this is, in the box, out of the box. That is something that they do use to describe it. And then also recently Anthropic did, managed agentsSwyx [00:13:44]: Which is, this is their thing. I don't know. It's all, it's all variations of the same pattern, right?Cole [00:13:49]: So this would be out of the box.Swyx [00:13:51]: Which, is preferable for them because it's less work?Cole [00:13:56]: I would say it's more work.Swyx [00:13:58]: It's more work?Cole [00:13:58]: But it, in my opinion, it is the better architecture of the two. It's just, you're taking on a bit of complexity by doing that.Repo Setup, Docker, and VM-Based Development EnvironmentsWalden [00:14:07]: One thing I've not seen a lot of other players do well is how do you manage what's actually on the box? And this can be complex for many reasons. Let's say you have a big repository that's changing and updating a lot with changing dependencies. How do you make sure that the working environment of the agent actually stays up to date, has all the credentials it needs to, let's say, run the app and test it, and all the things you want your autonomousSwyx [00:14:34]: So a repo setup.Walden [00:14:35]: Exactly. So in, internally At Cognition, we call this repo setup.Cole [00:14:39]: The hardest part ofWalden [00:14:40]: It's been a perennial problem since the start of the company, of how do we help people get this set up? Because not everyone just has, working cloud environments working out of the box. And do you find this to be a common problem withSwyx [00:14:53]: How do you solve it?Walden [00:14:53]: Your clients?Cole [00:14:54]: This is a very common problem, and through my consulting, this is a lot of what I help teams do. A lot of teams don't really have great developer environment setups, if any. A lot of the times it's, “Go talk to Bob and get the secrets,” and that obviously doesn't work when the agent needs to actually set this up. And so a lot of that, most teams are using Docker Compose or some type of microservices. And so for theSwyx [00:15:19]: Even in prod?Cole [00:15:20]: Not in prod. With the OpenInspect, you are using this primarily to interact, and make code changes. There is other use cases, but you can hook, whether through CLI, MCPs, other tools, you can then hook that into your production systems primarily for, SRE type use cases. But you are not, necessarily, trying to test your prod internal microservice through the system.Walden [00:15:48]: And you mentioned Docker Compose. I think one direction we saw some of our friends take early on was, using Docker containers as the level of abstraction for their models. There's lots of reasons, I think, why Docker containers are not great. One thing is, Docker container's not really a true security boundary, for one. But the other is, if you are running real applications, a lot of times those applications use Docker, and then you have to think about Docker in Docker, which is, really weird. And so I think part of, the really hard challenge of getting VMs to work, why did we do that? Well, it was because we realized that you actually needed, full VMs to be able to do these types of things. And especially nowadays where there's actually value in running the application and clicking around and sending you screen recordings of these things. The value just, keeps adding on top of that. But it is a decision I see people run into when they try to build their own systems, is, “Oh, do we, in addition to this, do we put the agent in the machine or out of the machine? Do we use Docker? Do we use something else?” What do you recommend people nowadays?Cole [00:16:57]: I think Docker is a good solution for maybe not running the agent, but running your infrastructure, because that is more or less the same setup your engineers are probably already using. If they're not, then I don't know what they're using. But they're probably already using Docker Compose.Swyx [00:17:14]: I've always had a small candle for web containers. I don't know if you guys have tried them before.Swyx [00:17:19]: To me, they were, supposed to be like Docker Light.Cole [00:17:22]: Is it?Swyx [00:17:22]: I don't know.Cole [00:17:22]: No, I haven't tried it. But yeah, I think any environment that you've set up that is a good experience for your developer naturally lends itself to being easy to set up for the agent. And once you figure out that local developer story, you've more or less solved the agent in a sandbox, environment setup. OpenInspect does have hooks as well, where you can, run a setup SH script that will pre-install everything. You can then pre-snapshot that build so it starts instantly, and then there is a second hook to actually then, restore the state of the sandbox when it comes back. And so you can already have all of those microservices running and basically get the same experience that you would on your machine within the sandbox.Testing Agents: Computer Use, Screenshots, and Real App WorkflowsWalden [00:18:08]: Another thing that we've been thinking a lot about is like Different VM service offerings. Have you had customers where they needed like macOS specific VMs or like Windows specificWalden [00:18:20]: VMs?Walden [00:18:22]: There are like many technologies in the world that only work on specific types of machines, right? If you're building a.NET application that has to run on Windows or like, maybe more commonly if you want to build iOS or macOS Does that workSwyx [00:18:32]: Does Commission supportSwyx [00:18:33]: Choices like that?Walden [00:18:35]: The fundamental architecture we do, because we do the separation, it does support, but the actual work in progress is happening right now on these. Another thing that we've actually recently added support now for, it's in beta, is doing Android development. To do that, we needed to support, I think, nested virtualization within our machines because the VM itself is like a, is a virtualized Firecracker instance, and then you had to then run another Android emulator inside. And there's like weird performance issues that like, it, which is why it's like still in beta. We have to think through these problems, but it unlocks a lot for anyone who wants to do Android development.Swyx [00:19:13]: I was trying to find like a reference video for the testing thing. I couldn't find it, but I think you worked on the testing, capability. Why call it testing and not like computer use or I don't know, it's, what's the general Category of problem?Walden [00:19:26]: I think that when people think about the ability of an AI to run your app and test it, I think they actually over-index on the computer use part of it because computer use in my mind is the literal, okay, you want what button you want to click. Can you emit the right coordinates to go click that button? I think testing is actually a really interesting likeWalden [00:19:48]: Problem-solving, challenge for these AIs because if you wanted to do arbitrary testing, imagine you make a change that spans the frontend and the backend, maybe, even some other like even more deeply nested service. To actually test that change, we have to reason through what-- how do you first run these applications to orchestrate with each other with the right version of the code? Then, okay, how do I trigger the feature or how do I make the thing actually happen? And this can get arbitrarily hard, maybe you have to be an admin. Maybe a certain thing has to be feature flagged on. Maybe, you have to like run two sessions and then send us a very specific word into one of them to trigger a specific behavior. And figuring out how do you do that requires a lot of code base context, requires, a lot of orchestration that we've specifically done. And in some cases, we found that you actually, no one frontier model can actually do this full end-to-end task itself.Walden [00:20:42]: We've seen cases where we actually had to orchestrate different frontier models together to solve this problem together. That is where we spend most of our time when we think about this testing problem, not so much the computer use part. Computer use for what it's worth has gotten a lot better with recent models and it's made that part of the job certainly easier.Swyx [00:20:58]: Especially with like even 4.7, that they released yesterday, apparently like way better in terms of the vision stuff, which is going to be encompassing computer use.Walden [00:21:08]: Having evals for all these as well is something that like takes a while to build up. And having the evals be right is tricky as well. Do you ever see like, clients who are building their own agents have to start standing up evals to make sure things don't regress?Swyx [00:21:25]: Not so much evals in the traditional sense, but specific to the testing part that has just gone in. I just added support for screenshots And in theory you can also do video. I need to put in a plugin to do that. But they do show up natively, and it was a very heavily requested feature, especially after Cursor's recording came out. I think that was very enlightening for everyone of like, “Oh, this is a very good feature to actually have.”, I think with Devin you guys have had this for a while.Swyx [00:21:57]: Oh, yeah. See how screenshots work. Yeah, I don't know if there's anything, super and not obvious. It's like once what feature to build, you can just prompt it and it Will mostly work.Walden [00:22:09]: I think to Walden's point, though, the computer use is a subset of the larger testing problem, and I think that's very specific to the code base that you're working and it's not something that, out of the box that you could just solve it. The-- you do need the code base context to actually know how to test it. And I think in the case of a background agent system, you fortunately do have that code base locally that what is changing and could then inspect it and use that to drive the model.Swyx [00:22:40]: For those who haven't seen it before, this is an example of how it works. You, after the PR is done, you click testing approved, and then it sends you back a video. What I really like is that it labels, It's very small here, but it actually labels what it's testing. And then it-- and then you actually see the cursor and everything. So I don't know, yeah, the engineering in this, just Whatever you want to show. ‘cause this is like, this is one of those like, oh, few of the AGI moments, right? ‘cause Once I look at this, I actually don't I wish I can just merge inside Of Slack instead of going to GitHub ‘cause I don't need to see the code. I know it works.Walden [00:23:19]: Maybe a new feature in Cursor. Yeah, the annotations at the bottom was also a big difference for me when I, when I added those.Swyx [00:23:27]: It's just like, what am I looking at? What are you trying to demonstrate?Walden [00:23:30]: Exactly. There's a surprisingly long tail of small details that ends up making a big difference for this end metric of like how fast do you actually merge the code in. One experience that we spent a lot of time tuning early on was what is the right experience on GitHub for these tools. Because I think, most tools out there when you build the agent, you'll think about, oh, it'll create the PR for you. We try to take that a step further and say, “Oh, what if we actually made sure you could interact Devin, with direct Devin directly on GitHub?” And so we made sure that you can comment on GitHub, and Devin would actually receive those comments and address them back. But there's actually quite a bit of tuning you have to do here because you can imagine that actually like-We recently have Devin Review, for example. Devin Review will post comments on his own PR And then Devin has to then goGitHub Workflows: Devin Review, Comments, and PR AutomationSwyx [00:24:23]: He answers his own comments, which is Really loopy. So like, yeah, I like that it just updates here that it's, that I have commented But usually it's just me saying like, “Hey, merged, fix any merge conflicts.”Walden [00:24:37]: The, so when Devin fixes his own comments, you might be scared that, oh, maybe I'll infinite loop. But we've put a lot of work into making sure it doesn't, both by making sure that the comments are high signal, but also that the agent is thoughtful about what comments it immediately goes and tries to fix, and what comments it's like, “Wait a second, I think you're wrong.” Actually, that's one of my favorite moments is when Devin tells me that I'm wrong, when I try to get it to do something different. But tuning that behavior, actually makes a big difference in terms of how useful the actual GitHub experience is.Cole [00:25:06]: I think to touch on that as well, I think having the AI reviewer integrated into the system is a critical part of this background system. OpenInspect does have that. It has a GitHub code reviewer that you can control the prompt. It does do comments as well. It doesn't do them automatically yet. The capability is there, but it's not fully used.Swyx [00:25:27]: So you have to ask for it?Cole [00:25:28]: you do, yeah. You can tag it on GitHub, and then whatever you named your, GitHub bot, it will then follow up on it. It will then, if you have merge conflicts or whatever you have asked it to resolve, it will then resolve it, but it doesn't do it automatically yet.Integrations: Slack, MCP, and First-Party Agent InterfacesWalden [00:25:42]: Well, I'm curious, what is, the most common thing that people end up requesting, that they still need on top of OpenInspect when you help them go implement it?Cole [00:25:52]: I think a lot of it comes down to actually integrating it into the company. It's one thing to have the background agent system set up, but if it isn't actually integrated into your larger ecosystem, it isn't that useful. It is useful to be able to kick off sessions, but what we really want to be able to do is hook it into all of our other systems, whether that is the production database with read-only credentials, the logs, a Confluence or internal knowledge-based system. I think that is where I see the huge leap for companies, and that can be a challenge for companies as well who are maybe not familiar with exactly how to approach it, especially if they're in environments that have more compliance type things where, access control can be pretty big and how do you deliberately think about these problems, I find to be, one of the problems that comes with a system like this.Walden [00:26:46]: The thing we found is So, MCPs, obviously it has been like this, really big explosion of, oh, you can go, integrate it with all these different things. But to actually get the integration right and the and get the right experience, oftentimes we found that we had to go build our own ad hoc things. I think Slack is a great example of this. You could give your agent a Slack MCP and okay, it can post messages back to you on Slack. But we actually use Devin like a coworker in Slack, and that's how it's been built from the ground up. But to do that, you actually need to, support webhooks that come back, right? And then Devin has to respond in a natural way and then hopefully don't spam your threads too much and annoy the people in your company. So you got to tune that experience just right. Especially when there's a lot of back and forths, we find that we actually have to go beyond the simple MCP integrations in these places.Swyx [00:27:39]: I just pulled up the MCP marketplace. I know this is a Fair amount of work. Is the answer to eventually take first party control of all the top MCPs? Is that theWalden [00:27:48]: I would love a world where you could have something that's more expressive than MCP. That, goes both ways, not just a set of tools, but a proper system that interacts back and lets it Have the right experience with all these interfaces.Swyx [00:28:03]: So there actually is sampling in the MCP spec, but nobody Uses it, right?Walden [00:28:07]: And so I think that's the other part is, actually we found that when the MCP spec starts to get too complicated, it starts to lose its original promise of Being like a simple one-step connect. Now then we have to go figure out how to support all these different variations of things and It starts to look a lot like just building the first party integrations in a lot of these cases now.Cole [00:28:29]: I think it matters, too, how critical it is to your company, right? If this is something that nearly every session is going through, it probably makes sense to own it so that you can make optimizations on top of it Versus just whatever is off the shelf.Swyx [00:28:43]: Awesome. Other than MCPs, what else, sorry, well, I don't know if that's Narrowing in too much on, integrations. But what else? What other elements of building OpenInspect or Devin that you guys really sink on?Memory and Knowledge: What Agents Should RememberCole [00:28:59]: I think, a problem that comes up very frequently is this idea of memories or knowledge base.Swyx [00:29:05]: Oh, boy. How do you solve it?Cole [00:29:08]: so not solved yet, is the short answer.Cole [00:29:11]: it's something, there's a open issue for it, someone asking about it.Swyx [00:29:16]: There's, I, D Wiki hasn't indexed anything about memory yet.Cole [00:29:20]: how I'm seeing it solved across my clients is primarily through skills. I find that skills can be a good gap within that or updating Claude MD, but I think memory as a whole is a pretty unsolved problem, and it is why I've been hesitant to add it. I think there is parts of memory and that can be addressed, but I think as a whole it's a very difficult retrieval problem.Swyx [00:29:44]: Oh my God. RAMP didn't write anything about memory? I see zero search results.Walden [00:29:50]: No. Memory can be quite tricky to get right because it's the retrieval, but also the generation of the memories that can be really tricky. You don't want it to just like Remember very specific details.Swyx [00:29:59]: Walk us through the Devin memory journey because I know there's been a journey.Walden [00:30:03]: the first version of memory that like stuck around for a while was A system we have called Knowledge. And the idea was we wanted it to pick up things over time and not need the user to be proactive about teaching Devin things. So, okay, any time you remind Devin, “Wait, no, that's not quite the way you're supposed to use Git”Like, we actually want Devin to say, “Hey, do you want me to actually just remember this for the future?” And for you to just basically quickly approve or reject and for it to build up over time. ‘Cause I find that, 95%, I think, or some crazy stat like that of the memories that Devin has are all through these auto-generated things. Very few people actually just want to sit down and write big docs on Here's how you're supposed to work with the technology, et cetera. The generation and the retrieval has been something that we've been trying to tune a lot over the years. Generation, you don't want it to remember something like, if you asked one time to like, “Oh, please open as a draft PR,” you don't want to be like, “Oh, everyone forever now should get their PRs as draft PRs.” But you do want some, conveyor. Maybe you want to say like, “Oh, Cole generally likes, things to be created as draft PRs.” Same with retrieval, if you have thousands of these memories, how do you actually make sure they're retrieved at the right time? And that can be quite tricky to do right without exploding the context with a bunch of useful yeah, useless information. Surprising amount of just, eval work to just make sure that, memory is, remains a reliable system as new models come and go.Cole [00:31:31]: Do you have anything that you could share on, memory pruning? And like the temporal aspect of memory?Swyx [00:31:36]: Deleting and forgetting?Walden [00:31:39]: The, today, the, So the things they could do is it could edit memories. And so if your memory used to say like, “Oh, Cole likes to open everything as like a draft PR,” then you can imagine, “No, don't do that.” And then it'll say, “Oh, do you want me to update the memory to be Cole now want everything as, open PRs?” I think that at the same time we don't know if this is going to be the final version of the system. Whatever we have here will probably, translate into the new system that we'll be coming up with. But I think one big difference between two years ago and today is these agents are really good at using anything that resembles a file system natively. And so part of us are, is thinking, “Oh, should we rebuild memories to feel more like a file system that we let the agent navigate on its own?” That's been an interesting exploration. Also similar ideas in the scale space.Swyx [00:32:35]: I am pulling up OpenClaude's memory thing right now. So memory, OpenClaude has like this like daily memory journal thing, right? And you can I mean, that is a file system you can grep through and is a source of truth. I don't know if it's the best. It's probably super noisy, but at least, if you lose something you can discover it or you can apply some, forgetting algorithm to, more ancient memories that don't get recalled again or something. I don't know.Walden [00:33:01]: One thing we've been trying to do to push the boundaries of how you use agents at your company is letting an agent basically have a very similar file, a memory.md or something, and just like be your permanent PM for a specific set of issues maybe. So we have like some Slack channels internally, maybe a Slack channel dedicated to, a specific product like DeepWiki maybe. And you can imagine that, or you want a Devin that never stops, it's just always awake, but it has this like memory dock that it can just maintain for itself about, okay, what are like the number one priorities of what we have to fix and prioritize? Who is responsible for some upcoming work? Maybe they'll even Devin will even tag you on some recurring basis. And so it's been an interesting move to see, okay, how can we actually use Devin for more than just engineering? Can we actually upstream above the engineering process and maybe it's just Devin creating tickets, which then maybe some humans do, but then maybe other Devins do.Swyx [00:34:00]: One of my more fun automations is go research competitors and just suggest stuff to me on a weekly basis. That's the automation. I can't find it right now, but basically it just like, “Look at competitors and suggest things.” “And here are three things that you've suggested that I don't want any more of,” and you just stick that in the prompts. But like I wish actually So for like when I, for example, when I reject a PR, I wish that it updated memory so that I can then just not have to go up, go back and update the scheduled, sync, but anyway, feature request.Walden [00:34:31]: what? We might change it soon. I guess OpenInspect, in the time you've been around, has there been anything you tried to implement but then you had to like undo and like do a different way?OpenInspect Architecture: Webhooks, Control Planes, and Agent StateCole [00:34:41]: Nothing yet, but something that is on my mind. The initial way that I built it was that each of the integrations lives as its own package. And so you have The Slack bot, which is what's handling the webhooks, and then is basically interacting with the control plane. As I'm seeing the system starting to be more integrated, specifically with the GitHub bot integration, I'm considering bringing that all into the central control plane because especially now I want to start, And a request that I'm getting is the ability to monitor, the actual, pull requests being merged, as well as just tracking ofSwyx [00:35:19]: What do I have open?Cole [00:35:21]: What do I have open? How many of these are getting merged? How many comments are showing up? To just understand the health of the system. And so in the case of a GitHub app, you only have one webhook. And so then it's a question of do I put that webhook in that GitHub bot package? That's weird. It doesn't really make sense to live there because that package is more for like the code reviewer. Or do I like centralize it? So that's something that's on my mind of, making that decision. I think the other one we touched on earlier is the harness in the box versus out of the box. I think long term the architecture will eventually come back out of the box. Some of the newer tools that I've added are calling back into the control plane so that you don't have the secrets in the sandbox. And so I think long term I probably will pull the actual, agent out of the box, but I think for now it's fine.Subagents and Multi-Agent Systems: When Parallelism Helps or HurtsSwyx [00:36:16]: Just, a quick question on pulling the agent out of the box. I'm One thing I'm very bullish on this year is agents calling other agents or spawning sub-agents or Whatever you want to call it. Does that make it harder or easier? I can't tell. Because if the harness is in the box, you can just spin up more boxes. If the harness is outside the box, then you're, it's less easy because you are, you have a unicorn pet of a, of a harness that's, living outside the box.Cole [00:36:45]: In theory it would be the same way, right? Whether, one agent has launched many, sub-sessions within it, OpenInspect, for example, can launch sub-sessions and actually create other environments and then monitor them. In the case where it is out of the box, that would basically just be an additional session that's running. And so that session is also running outside of the box. It's running in your worker plane, wherever you're running this. And then you really just have to think about how does your top level agent then interact with it. I do think it can be more complex, just ‘cause again, you have now a more difficult architecture. But I think if you figured it out once, it's probably fine.Swyx [00:37:26]: Well, then I'm just, throwing it open to you in terms of, I call this like meta Devin management. Which is like the, Devin's calling Devins or Devin scheduling Devins or querying trajectories or anything like that. What have you built or unshipped, anything?Cole [00:37:46]: I think one of the surprising things we've seen is that a lot of the ways that, these, separate agents work with each other, and you want them to, parallelize their work, has still mostly followed the same manager sub-agents regime. And a lot of people I think are excited about this world where you have swarms of agents that, talk with each other all over the place. We've actually given Devin an MCP so they can just go arbitrarily message other Devins And create new Devins, et cetera. But I guess, it somehow creates, a really chaotic world in that sense. And so we've still found that most practical use on a day-to-day basis has been one single Devin.Cole [00:38:33]: Figuring out how to segregate the work and get, have other Devins work on it in, a relatively isolated sense, each with their own boxes Not sharing machines, so there's, a very little room for conflict is the regime that you have to create today.Swyx [00:38:50]: I'll call out, the experiments from Cursor, right? This is Wilson Lin's work on Single agent to multi-agent, and you're obviously famously on the side of don't build multi-agent. But they went through the whole thing, only to arrive at, this Which is exactly what Devin has, I think.Cole [00:39:08]: I think there will be a revision to that post at some point AboutSwyx [00:39:12]: Tell us about itCole [00:39:12]: I think multi-agents were very much not at all possible a year ago. You do see more multi-agent experiments today, but you can argue, are they really multi-agents, or are they just just, tool calls,? There are people who, will create sub-agents to go look for XYZ file, XYZ implementation. Has really nice context management benefits because all of the tool calls and tokens that it spends then get collapsed back to just the answer for the main agent. There's a lot of benefits to doing this. We basically have Devin do this with Deep Bookie, make a call out to Deep Bookie, give you back the results, but that feels like a tool call,? It's not like these, two collaborators actually talking back with each, back and forth with each other. But I think the thing that gives me the most bullishness that multi-agents might actually be possible is actually what I said earlier about Devin will actually sometimes tell me I'm wrong and push back, and I think that demonstrates a level of maturity and communication today that makes a multi-agent world possible. One, can two agents who have seen different information come back to each other and actually figure out who is right, what is the correct implementation? They're not just, yes men. Claude, I guess is like, used to just say, what is it? “You're right,” or,Swyx [00:40:25]: “You're absolutely right.”Cole [00:40:26]: “You're absolutely right.” Yeah.Swyx [00:40:28]: The Have you seen, did you seeCole [00:40:29]: The age is overSwyx [00:40:30]: The Codex app troll in Topic? This is the Codex app. Inside of Settings, there's a little, there's a little Easter egg, right? So if you go to, the Themes or Appearance, right? There's all these, color codes, and the top is absolutely, and it's the Topic's colors. Which is such a troll. Anyway.Model Behavior: Pushback, Adversarial Prompts, and Agent SkepticismCole [00:40:53]: I love that Easter egg. Did you discover that yourself?Swyx [00:40:54]: No, it was, someone was, tweeting about it And I was like, I was like, “Is this true?” Because, sometimes people just tweet stuff to, get a rise out of you. But yeah, there you go, in Topic colors.Cole [00:41:06]: Yeah. So yeah, we're out of this regime where, it just says you're absolutely right, and they can have real conversations and real back and forths.Swyx [00:41:13]: You can prompt it as well to be more adversarial or whatever. Yeah. Okay. Yeah, that, I mean, to me, that is more intelligence, right? That is not just something that's, a dumb tool, it's actually pushing back on you I think. Yeah.Cole [00:41:24]: when you mentioned, of course, the blog posts. There was one blog they had where they fed a swarm of agents together and built a browser.Swyx [00:41:34]: That was I think that was the one.Cole [00:41:36]: You can have, likeSwyx [00:41:37]: I think it's the same oneCole [00:41:37]: Creation of it. We found a surprising success of, don't do a swarm or anything, just have one Devin, it does its own context management. Just let it keep running for a while and give it some crazy tasks. I think we asked it to, rebuild, a Windows OS system. And it managed to do it just like, going on for long enough. It'sSwyx [00:41:55]: Was this Andrew's thing?Cole [00:41:58]: there were lots of demos that we ended up not posting, ‘cause at some point we'd just be posting way too much a bunch of, Demos. But I love that because it shows that I think the multi-agent thing still has, a bit of exciting sexiness to it, which is maybe still beyond still, the actual delta it adds to the capabilities of these systems. But it's absolutely the future. I think we're heading in that direction and we can see the progress being made there already.Swyx [00:42:25]: If I were to, make one super minor pushback because I don't feel that confident about it yetCole [00:42:33]: Go for itSwyx [00:42:33]: But I've had Ryan Lopopolo from OpenAI on the pod And he's a super slop cannon, right? Oh my God, that's my coding agent being done. I downloaded this, Peon Ping. I don't know if you guys have heard this. It takes like-, sound packs from popular games like, Command and Conquer and Warcraft, and then it plays it whenever it's done. And so it's like, “Work,” or whatever, “At your command,” or something. Anyway, what I got from the Cursor code base and from Ryan's thing was that there's a slop cannon approach where you try to loosen the single agent's, bottleneck, and I feel like that is, probably an, a very important thing to try to figure out. I don't think anyone's, really solved it. Because then you just have more reviewer slop on top of the agent slop To try to wrangle it all. Ryan will probably very strongly object that I say that he hasn't solved it, but he thinks he's He thinks he's completely solved it. But I think it's still I think it's, very important, ‘cause, that is a bottleneck, right? I feel Devin is slow sometimes Because I'm like, well, yeah, this is very readable and very sensible, but also it is slower than it could be if I just, I want a button to just say, “Just ramp this up 1,000 next parallel, in parallel and just, see what happens,”? And I don't know if that's, feasible at some point in the future.Code Review, Entropy, and AI SlopWalden [00:43:55]: I And we've also run experiments internally where we've basically tried to build entire products, true products that we knew we would eventually ship, but for now, let's try to see if we can do it just by purely, vibe coding on top of each other, auto merge, no code review at all. And then there's this benchmark of how many weeks can you go onto this for Before you say, “We have the trashiest code base.”Walden [00:44:18]: “Let's actually rewrite it from scratch.”Swyx [00:44:19]: Start a new factory, yeah. What'd you find?Walden [00:44:21]: I think we found that the state-of-the-art in December was you can probably, run this for about two weeks. By the end of those two weeks, you'd find that, hey, you want to, change the color of a button. Well, it turns out this button is implemented in, 10 different places, and they, have All these different variations, and oh, you forgot one of them, and actually it's a slightly different color in one spot. And you're like, “Okay, this is too much to work with. Let's actually try to do code review at the same time.” And make sure that we're on top of our software, actually cleaning it up a bit And making sure it's done in a scalable way.Cole [00:44:54]: I think building on that, the idea of, you don't have to look at code, I think is generally a bad idea. And the meme that I have for thatWalden [00:45:03]: What timeline, all right, is Do you think that statement will be true on?Cole [00:45:06]: I think probably for a while it'll be true that you should continue to look at your code. A problem that I see a lot of teams run into that I work with who are embracing AI native, AI first coding, is The meme that I have is that your code base regresses to your worst engineer, because that engineer who is, very gung-ho about AI and is not auditing their code, their pattern starts cementing into the code, and now the AI is referencing their patterns. And so now their if/else block that, is 20 if/elses back and forth, the AI is seeing that as the pattern of how things are done and starts to then exponentially grow this slop. And I find to your point, a pretty good approach to that is having scheduled cleanup, whether by humans or through systems, that are looking for duplication. They then address that. You'll end up with like 12 helpers for how to format a date. And you need to address that, because otherwise it will continue to sprawl.Swyx [00:46:09]: Within balance, I think it's fine to have some duplication, and then sometimes To have garbage collection, right? Yeah. The What I've been, talking about with a lot of engineering leaders is that you want to be very strict about the boundaries between modules, and it's your job as an architect, as a CTO, whatever, to say like, “Okay, here's the hard contract between you guys and you guys. Whatever you do inside this black box is your business. You do whatever. But between these guys, let's be, really damn clear, and any movement must be signed off by a human or me,” or. Then, and like that's that. I don't know if you have any other modifications or advice.Walden [00:46:44]: Well, I guess generally on the topic of, where humans can be useful, I found that ‘cause, some of these, really deep infra problems, sometimes just having a human that just has, really deep expertise can make a big difference. I've actually seen this come into play when actually building agents. So we've had a few friends now, try building their own coding agents, and I think one same problem that I recurringly heard a lot of them run into was this problem of like, “Oh, Grep is really slow on our agents' machines.” And so a lot of them, I assume because they're using AI and they themselves don't have, super deep infra background knowledge, say, “Okay, we're going to go build our own custom Grep index. It's going to be really fast,” and use that as a way around this problem. When we ran into this problem About like, maybe like a year and a half ago when we were, in the early days of building Devin, we obviously didn't have AI then. We just asked our, how to, how to do this. You can just swap out a new Grep index, so.Infrastructure Details: Grep, File Systems, and SandboxesSwyx [00:47:45]: What do you mean you hand-coded Devin? What?Walden [00:47:48]: It's like, can you believe we hand-wrote this code? And we had, our infra people who are really amazing, they were looking into it and they're like, “Oh, what? We realized that actually the root cause of this problem is actually super simple, but like fine-grain detail,” which is that a lot of these virtual machines actually underlying them don't use real file systems. They use these, network file systems where things are actually cached over the network actually in S3. So when you're Grepping, you're actually making network calls Every time you're doing these things, and that's why Grep is extremely slow on these machines. And so again, goes back to, what is all of the crazy infra work that we had to do to actually get these machines working. If you try to do this yourself, there are tons of small details like this, and so we had to eventually go swap out that network file system. ButSwyx [00:48:35]: I think there's a write-up about it, right? Silas did one about the virtual file system.Walden [00:48:38]: Oh, that was a whole other thing. TheSwyx [00:48:39]: Oh, that's a different thingWalden [00:48:40]: The BlockDev file storage formatSwyx [00:48:42]: I'll bring it upWalden [00:48:42]: Which is, a file system format that we built so that the VMs could be spun up and down very quickly. Basically, the intuition behind this is-Imagine you have, a terabyte of disk, and your agent only, wrote, a hundred lines of code on top of that disk. How long does it, say, take to, save and re-bring up that disk? And most systems, because you're not optimizing for this case, it's just, on the order of a terabyte of work because you have to Save all of that and bring it back up. In our system, we try to build a file system that incrementally builds on top of each other. So every time you save and bring the machine back up, you're only doing work that is proportional to effectively the diff in the file system. And so this, shaves off a lot of time in the boot-up process of Devin. I think we This is actually now outdated. We have a newer system inside of Devin. But yeah, there's a lot of tiny details you have to get right here to actually get the day-to-day experience of Devin to be good.Swyx [00:49:39]: It's, not technically agents, but it is agent infra, and when you sell an agent as a company, you sell agent plus agent infra.Walden [00:49:46]: At least the way we do it be And the other The nice thing about having the agent infra being done together is, you We get to deploy Devin in whatever environment we want now. We don't need to wait for some underlying infra provider to also go and support VPC or on-prem or FedGovCloud, for instance. So we can actually go and figure out, okay, since we own the infrastructure, how can we get that set up for you?Cloud Providers: Modal, Daytona, and Enterprise SandboxesSwyx [00:50:12]: Whereas you're Cloudflare dependent.Cole [00:50:15]: so Cloudflare runs the control plane. The sandboxes, Modal is supported. A contributor just added Daytona. E2B is on the roadmap, and I think there's an abstraction in place that if any contributor wants to add a new provider, they can add that in.Walden [00:50:32]: Well, what are, How are the customers you work with Do they generally try to then go set up a contract with another one of these third-party providers? Do they try to do the VMs in-house?Cole [00:50:44]: most of them I see using Modal. I think Modal has a greatWalden [00:50:48]: Shout out Modal.Swyx [00:50:48]: Shout out Modal.Cole [00:50:50]: I think Modal has a great offering. It captures all of the sandbox pieces you need, snapshots being a pretty big piece of that, and given that they also offer GPUs, I think it's a pretty nice offering as a whole.Swyx [00:51:04]: no debate there.Walden [00:51:07]: Modal is great, especially, I think their container offering is, the most natural, and so especially if you are willing to, forego, the full VM requirements Modal is, a really vast place you can spin something up on.Swyx [00:51:20]: Is there a point So Modal's very Python, and I feel like most workload, has really shifted to JavaScript. I don't know if you guys Get the same feeling. So, okay, when I started Landspace and IE and all these things, I was like 50/50 Python and JS, right? That's roughly. I think that's wrong now. I think JS has won. I don't know if you guys Like, I Maybe I'm overstating it, and maybe for cognition, there's, C# and Java and what have you. But for, new greenfield apps, do you feel that Do you get that sense? Does it matter?Cole [00:51:52]: I think that most of the libraries that I see in this space are Python native first, especially in theCole [00:51:58]: Observability space. That said, I think that there is a pretty big appeal of having your entire system in one language. Especially when you have both your frontend and backend communicating, you can have one central type Which is very nice.Swyx [00:52:11]: That's my case against Modal, which is Then you have to run JS. You can run JS inside Modal. It's just, one extra step That, isn't native to the runtime. I don't know ifWalden [00:52:22]: I don't knowSwyx [00:52:23]: Reviews. Do you have numbers? I don't know.Walden [00:52:25]: the one thing I don't like about Python is whenever AI, whenever it writes Python, it always does, the weirdest patterns, andSwyx [00:52:32]: Oh, because it's, mixing two and three or what?Walden [00:52:34]: I think it's something mixing two and three, yeah. The I don't know if you see this. It always tries to do, has attribute on objects as likeCole [00:52:41]: Oh, my God.Walden [00:52:41]: But it's like But that you shouldn't be doing that. It should error if there wasSwyx [00:52:45]: Because it's training on library code?Cole [00:52:47]: I think it's more of, likeCole [00:52:48]: From what I've seen, it's more of, a reward hacking mechanism where it doesn't want to basicallyWalden [00:52:54]: It'll never error.Cole [00:52:54]: It doesn't want the code to fail. And so it Even when it knows it has the attribute, it'll call getattr on a, and for a lot of my clients who have moved towards more autonomous coding, we've put that in as a lint rule That if you do getattr, your pull request is going to fail.Slop Signatures: Comments, Backwards Compatibility, and TypesSwyx [00:53:12]: Ooh, this is a fun topic. Can you tell me more about this? What else is a sign of AI coding that you have to put guards in?Walden [00:53:21]: So we were talking just before this about Opus 4.7. One of the things this new model likes to do is it writes lots of comments. Not like, it'll, comment every line, but it'll write, paragraph, PRDs, on top of every function. But I will say, to its credit, these aren't slop, descriptions like they were before. “Oh, here's what this function does.” It's like, “Oh, here's actually the r

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The Pour Over is a Christ-first, politically neutral news podcast. Every Monday, Wednesday, and Friday, we cover the day's biggest stories in ~10 minutes, and pair the biggest headlines with brief biblical reminders. Looking to support us? You can choose to pay ⁠here⁠. Get the free newsletter at⁠ thepourover.org⁠. On today's episode: U.S. And Iran Make Major Strides Toward Peace Potential Toxic Chemical Leak in California U.S. Establishes New Green Card Policy  Secret Service Agents Fatally Shot a White House Gunman The Enhanced Games Kick Off in Vegas SpaceX Launches Starship V3 NASCAR Star Kyle Busch Dies at 41 Tulsi Gabbard Resigns as Director of National Intelligence Thanks to our sponsors: Cru: Give Bibles all over the world |  text POUR to 71326 Wild Alaskan: $35 off your first box | code: TPO HelloFresh: 10 Free meals + Free Nutribullet® Ultra Plus+ 2-in-1 Compact Kitchen System on your 3rd box | HelloFresh.com/tpo10fm Christian Real Estate Network: get connected with a Christian Realtor | www.hismove.com Quince: Free shipping | quince.com/tpo Qualia Life: additional 15% off your order | code: TPO CCCU: Apply for the Harvest Bundle | mycccu.com/pourover Upside: extra 25 cents back for every gallon on your first tank of gas | code: TPO LMNT: free 8-pack with purchase | https://links.thepourover.org/LMNT_Podcast The Missing Messiah: Learn more | missingmessiah.com Compelled Podcast: Listen now | CompelledPodcast.com Mosh: 25% off first variety pack + 20% off subscription | code: TPO25 MORE FROM TPO: ⁠Free newsletter⁠ ⁠Watch TPO on YouTube⁠ ⁠Download the TPO App⁠ Unless otherwise noted, all scripture references are from the Christian Standard Bible (CSB) translation.

Watch every episode ad-free & uncensored on Patreon: https://patreon.com/dannyjones Jack Murphy is an author, journalist, & co-host of ‪@TheTeamHousePodcast. Jack is also an Army Special Operations veteran who served as a sniper and team leader in 3rd Ranger Battalion and as a senior weapons sergeant on a military free fall team in 5th Special Forces Group. SPONSORS https://incogni.com/danny - Use code DANNY for 60% off an annual plan. https://mengotomars.com - Use code DANNY for 50% off FOR LIFE, free shipping & 3 free gifts. https://takeultra.com - Use code DANNY for 15% off. https://whiterabbitenergy.com/?ref=DJP - Use code DJP for 20% off EPISODE LINKS @TheTeamHousePodcast https://substack.com/@thehighside FOLLOW DANNY JONES https://www.instagram.com/dannyjones https://twitter.com/jonesdanny OUTLINE 00:00 - Getting his story killed by CIA 07:02 - Epstein files latest 14:49 - Jack reveals his sources 15:54 - Havana Syndrome patient zero 23:32 - DOD acquires microwave weapon 25:21 - The behavior adjustment device 28:33 - Espionage has moved to the gig economy 33:27 - Cuba's intelligence service is really good 38:09 - Russian microwave weapons 44:25 - Long-term health effects of Havana Syndrome 48:30 - The CIA's "Ghost Murmur" tech 53:49 - DARPA's insane new war technology 01:01:19 - Underwater recon in the Strait of Hormuz 01:04:08 - Iran's highly enriched uranium 01:07:39 - Iran rescue mission 01:09:46 - CIA "Nocs" in Iran 01:19:27 - How to spot an intelligence agent 01:24:37 - Likelihood of military draft happening again 01:25:50 - The argument for bringing back the draft 01:29:31 - The American Dream is dead 01:37:22 - Special Ops Mothership at Diego Garcia 01:39:47 - Where the government hides secret tech 01:42:34 - Theft of agricultural drones 01:51:27 - Thomas Massie & the Israel agenda 01:58:55 - The Most Dangerous Man 02:00:39 - Sarajevo sport hunting 02:08:11 - The only reason Epstein went to prison 02:15:12 - Evidence Epstein is alive 02:21:46 - The JFK files stolen by the CIA 02:29:26 - China is playing the long game Learn more about your ad choices. Visit podcastchoices.com/adchoices

Ep 528 - PlayStation pivots back towards exclusives and dumps Destiny. Meanwhile, Don shares his thoughts on Duck Side of the Moon and a new R-Type game. Become a patron to get the extended cut: https://www.patreon.com/posts/extended-end-of-158966470 00:00 - Intro 12:04 - Embracer Spins-off Fellowship Entertainment 30:41 - Sony Pulls Away from PC Releases 45:50 - Destiny 2 is Ending 54:30 - Cyclops and The Thing Added to Marvel Cosmic Invasion 55:23 - Sonic 4 Movie Wraps Production 57:58 - A Word From Our Sponsors 01:00:20 - My One Thing 01:08:45 - Damiani's My One Piece 01:15:22 - R-Type Dimensions III 01:26:34 - Duck Side of the Moon 01:34:00 - L&R Game: Would You Take the Leak? 01:41:13 - L&R: Free Trial Time Limits 01:48:29 - L&R: Worst 2s 01:58:00 - Bets! 02:04:46 - Closing Learn more about your ad choices. Visit podcastchoices.com/adchoices

Sorry for the delay! 'A husband expects a yes': how wife schools are shaping submissive Christian women | US news | The Guardian The FBI Is Reportedly Investigating a Leak to an Atlantic Writer Babies Are Bleeding to Death as Parents Reject a Vitamin Shot Given at Birth