Podcasts about S3

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Best podcasts about S3

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Latest podcast episodes about S3

Wererat Studios
S3.67 - The Chicago Table - A Feast of Furry Friends

Wererat Studios

Play Episode Listen Later Feb 25, 2026 117:31


S3.67 - The Chicago Table - A Feast of Furry Friends by Wererat Studios

IFTTD - If This Then Dev
#REDIFF 138.src - Au-delà du microservice, le no-server - Simon Parisot

IFTTD - If This Then Dev

Play Episode Listen Later Feb 25, 2026 65:28


Le D.E.V. de la semaine est Simon Parisot, CEO et cofondateur de Blank. Simon a fait un pari, un peu fou, au début de l’aventure Blank : avoir un environnement 100% serverless ! Lambda, DynamoDB, S3, … il connait tous les services AWS, mais n’utilise pas une seule EC2 !! Il vient nous raconter comment il a construit cette plateforme, et surtout pourquoi ! Il nous explique aussi les changements que cela a sur le travail des dev (le dev en local est compllqué), les impératifs de qualité du code que cela implique et aussi comment le recrutement doit s’adapter à ce choix technique.Liens évoqués pendant l’émissionIFTTD avec Olivier Dupuis - Faites entrer le hackeurFramework serverless🎙️ Soutenez le podcast If This Then Dev ! 🎙️ Chaque contribution aide à maintenir et améliorer nos épisodes. Cliquez ici pour nous soutenir sur Tipeee 🙏Archives | Site | Boutique | TikTok | Discord | Twitter | LinkedIn | Instagram | Youtube | Twitch | Job Board |Hébergé par Audiomeans. Visitez audiomeans.fr/politique-de-confidentialite pour plus d'informations.

Star Trek: Romulans Bearing Gifts
RD #3 (Star Trek V: The Final Frontier, Book of Boba Fett and Skyline, ft. Carl & Eric)

Star Trek: Romulans Bearing Gifts

Play Episode Listen Later Feb 23, 2026 31:50


Rec Deck™️ Welcome to the Third Romulans Bearing Gifts Cutbits aka REC DECK episode! Cutbits originated on the mother stream, Mostly Harmless Cutaway—little bits of audio tape that ended up on the cutting room floor, now packaged into a nice little program. In this Cutbit, we join the Romulans Bearing Gifts crew (Carl and Eric) as they loosely discuss Star Trek V, The Book of Boba Fett and the Skyline series.  This is a lost cut bits episode from 2023.  WARNING: This discussion contains miscellaneous SPOILERS pertaining to the film(s) discussed and Doctor Who! If you are 100% spoilerphobic to films not yet seen, do not complain to us. The commentary is littered with EXPLICIT terms, concepts, and as always expect strokes of innuendo throughout. DISCLAIMER: Note: These Cutbits conversations are completely impromptu audio tapings and should be treated as such. This Cutbit was recorded Live on Feb. 24th, 2023, during the recording session for The Next Generation & Disengage [PCD, S3]. COMING SOON: RBG #89   LLAP |VL   Caleb @CalebAlexader Cat @fancyfembot Carl @Robominister Eric @BullittWHO   Prognosis Negative @ProgNeg Email: guidetothewhoverse ~at~ gmail ~dot~com Website: prognosisnegative.libsyn.com Patreon: patreon.com/progneg Facebook: facebook.com/progneg Produced by E.A. Escamilla

Com d'Archi
[REDIFF] S5#52

Com d'Archi

Play Episode Listen Later Feb 22, 2026 44:27


Nicolas Deshais-Fernandez est déjà venu dans Com d'Archi (numéros S3 #1 & #2). En écho des interview Europan, il vient de nouveau nous parler de son expertise du monde végétal.L'on débute cette interview sur le paysage en parlant safran et menthe, puis nous entrons rapidement dans l'actualité des projets : celui au long court, au Luxembourg, adapté aux normes, des projets arrêtés dont celui à Fréfossé sur la légende d'Arsène Lupin, de nouveaux projets autour de la botanique et de la désimperméabilisation. Citons les jardins publics des bassins à flots de Bordeaux porté par le Grand Port Autonome, projet laboratoire, ou un autre projet à Reims qui met en exergue le dialogue entre les arbres remarquables et le patrimoine et où il est question de garder les jardins pleine terre. Cette prise de conscience de la terre née pendant le Covid nous raconte-t-il...Image teaser DR © Atelier NDFIngénierie son : Bastien Michel____Si le podcast COM D'ARCHI vous plaît n'hésitez pas :. à vous abonner pour ne pas rater les prochains épisodes,. à nous laisser des étoiles et un commentaire, :-),. à nous suivre sur Instagram @comdarchipodcast pour retrouver de belles images, toujours choisies avec soin, de manière à enrichir votre regard sur le sujet.Bonne semaine à tous! Hébergé par Acast. Visitez acast.com/privacy pour plus d'informations.

The Crucible - The JRTC Experience Podcast
133 S13 Ep 14 - Recon without Cav: Fighting for Information in LSCO w/JRTC Subject Matter Experts

The Crucible - The JRTC Experience Podcast

Play Episode Listen Later Feb 21, 2026 39:08


The Joint Readiness Training Center is pleased to present the one-hundredth-and-thirty-third episode to air on ‘The Crucible - The JRTC Experience.' Hosted by MAJ Marc Howle, the Brigade Senior Engineer / Protection Observer-Coach-Trainer, and MAJ Michael Stewart, BDE S-3 Operations OCT, from Brigade Command & Control (BDE HQ) on behalf of the Commander of Ops Group (COG). Today's guests are subject matter experts from the Brigade Command & Control task force: CPT Lowell Gothard is the Air Defense Support Element / Air-Ground Integration Element OCT (formerly the Air Defense Airspace Management / Brigade Aviation Element OCT), MAJ Edward Pecoraro the BDE S-2 Intelligence Officer OCT, CW2 Luis Alicea the Senior BDE Electronic Warfare Targeting Officer OCT, and CSM Bryan Jaragoske acting Command Sergeant Major of Operations Group (formerly BC2 CSM).   This episode examines how infantry brigade combat teams must reclaim reconnaissance and security as core competencies following the loss of cavalry squadrons. A central theme is that while the structure has changed, the requirement has not—brigades still must answer PIRs, develop NAIs, and shape the fight before committing combat power. Without a dedicated squadron headquarters to plan and synchronize reconnaissance, those responsibilities now sit squarely with the brigade staff. The discussion highlights friction points in intelligence architecture, reporting pathways, and the synchronization of collection assets, stressing that reconnaissance is no longer “someone else's problem.” Infantry battalions, multi-purpose companies (MPCs), and multi-functional reconnaissance companies (MFRCs) must all contribute to the reconnaissance fight, requiring commanders and staffs to deliberately task, synchronize, and integrate ground patrols, UAS, and other sensing capabilities.    The conversation also underscores the need to return to fundamentals—patrolling, reporting discipline, and combined arms integration across warfighting functions. Leaders emphasize that reconnaissance is not limited to scout formations; any element with the capability and proximity can be tasked to collect and report, provided it understands the task and purpose. Effective reconnaissance now demands tighter integration between S2, S3, aviation planners, and electronic warfare sections to sequence sensors, manage airspace, and fuse reporting into actionable intelligence. The key takeaway is clear: brigades must deliberately plan reconnaissance during MDMP, publish detailed reconnaissance guidance, and train these skills at home station. Without that discipline, formations risk fighting blind in LSCO.       Part of S13 “Hip Pocket Training” series.   For additional information and insights from this episode, please check-out our Instagram page @the_jrtc_crucible_podcast   Be sure to follow us on social media to keep up with the latest warfighting TTPs learned through the crucible that is the Joint Readiness Training Center.   Follow us by going to: https://linktr.ee/jrtc and then selecting your preferred podcast format.   Again, we'd like to thank our guests for participating. Don't forget to like, subscribe, and review us wherever you listen or watch your podcasts — and be sure to stay tuned for more in the near future.   “The Crucible – The JRTC Experience” is a product of the Joint Readiness Training Center.

The DevOps Kitchen Talks's Podcast
DKT90-Второй мозг инженера: Obsidian, Zettelkasten и Johnny Decimal

The DevOps Kitchen Talks's Podcast

Play Episode Listen Later Feb 21, 2026 83:15


Как справляться с потоком информации, не забывать детали рабочих созвонов и превращать хаос в структуру? Виктор делится своей системой Personal Knowledge Management (PKM) в Obsidian. В этом выпуске разбираем теорию «Второго мозга»: от пирамиды знаний до метода Zettelkasten и системы организации папок Johnny Decimal. Саша скептически ищет практическую пользу, а Виктор показывает свой граф заметок. Также внутри — анонс нашей книги про Kubernetes интервью и список мастхэв плагинов. О чём выпуск: - Пирамида DIKW: Чем данные отличаются от мудрости и как это процессить. - Методологии: Zettelkasten (связи) и Johnny Decimal (структура папок). - AI и Obsidian: Как сделать RAG по своим заметкам с помощью Copilot и локальных моделей. - Синхронизация: Git, S3, WebDAV или платные сервисы — что выбрать. - Плагины: Обзор базового набора (Dataview, Excalidraw, Templater и др.). - Анонс книги: Как мы 2 года писали «Cracking the Kubernetes Interview».   ССЫЛКИ

Cannabis Investing Network
#218 - Cannabis Predictions & Disruptive Investing (ft. Hirsh Jain of Ananda Strategy)

Cannabis Investing Network

Play Episode Listen Later Feb 19, 2026 80:22


What a time to be an investor! Markets are moving quickly as investors consider disruption risk and re-price moats for asset-lite companies.In this episode we are joined by Hirsh Jain of Ananda Strategy - we make predictions for 2026 on Cannabis & General Investing.In this episode we discuss:- S3 in a midterm year- New investment ideas- New States? FL, PA & VA- Hemp as a disruptive force- What lessons cannabis teaches us about the AI Infrastructure build outThanks to Hirsh as always for a candid conversation about the future of the industryConnect with Hirsh:LinkedIn - ⁠⁠⁠https://www.linkedin.com/in/hirsh-jain/⁠⁠⁠Twitter - ⁠⁠⁠https://twitter.com/anandastrategy⁠⁠⁠Hirsh's Website - ⁠⁠⁠https://anandastrategy.com/

The Geek-out Podcast
364: I'm Kirsten James, and that's my Wirt's Leg

The Geek-out Podcast

Play Episode Listen Later Feb 19, 2026 87:27


Pol, Kirsten, and Bud catch up on THREE WEEKS of missed pods due to scheduling difficulties, and somehow managed NOT to make it a three hour pod! Three hour pod! Bud’s Weekly Geek-out 10:06 – Samsung privacy screen tech / Discord Coming Soon 13:49 – The Mandalorian and Grogu (in theatres May 22, Super Bowl :36) 17:47 – The Super Mario Galaxy Movie (Super Bowl :30, in theatres April 1) 18v01 – Spider-Noir (Sony/Marvel series, Prime Video, May 27, colour or black & white) (Zoner Mary) 19:09 – Project Hail Mary: trailer, article explaining the revealed plot elements (in theatres March 20) _____ – Disclosure Day (Super Bowl :60, in theatres June 12) 24:06 – The Devil Wears Prada 2 (in theatres May 1) 24:28 – Stranger Things: Tales from ’85 (conveniently-timed Netflix animated series, April 23) 26:09 – Monarch: Legacy of Monsters (Apple TV series, S2, February 27) 27:48 – [STROBE LIGHT WARNING AGAIN UGH] Scream 7 (February 27) 29:53 – Michael: trailer, 2m first look (in theatres April 24) 30:04 – Rooster (10-ep miniseries, Steve Carell, John C. McGinley, HBO Max, March 8) 31:07 – In The Blink of An Eye (dir: Andrew Stanton, starring Kate McKinnon, Rashida Jones, Daveed Diggs, basically Cloud Atlas?, Disney+, film February 27) 32:25 – War Machine (Netflix film, March 6) 33:18 – Lucky (Apple TV series, Anya Taylor-Joy, Annette Bening, Timothy Olyphant, July 16) 34:30 – Exit 8 (in theatres April 10) related: Bud’s micro-R&R of The Exit 8 and Platform 8 (games) 36:16 – Supergirl (Super Bowl :30, in theatres June 26) 37:09 – What’s Your Favorite? (Pokémon Super Bowl :60, Trevor Noah, Lady Gaga, Blackpink’s Jisoo, Formula One driver Charles Leclerc, Spanish professional footballer Lamine Yamal, Canadian actor/voice actor Maitreyi Ramakrishnan, and Puerto Rican rapper, singer, songwriter and former footballer Young Miko) 40:31 – The Adventures of Cliff Booth (written by Quentin Tarantino, Directed by David Fincher, Netflix film, also in theatres sometime this year) related: Quentin Tarantino’s new Beverly Cinema goes back to its porno roots this month also related: Paul Dano reacts to Quentin Tarantino dissing him: ‘Incredibly grateful the world spoke up for me so i didn’t have to’ 44:06 – White Lotus season 4 casts Helena Bonham Carter, Chris Messina, Marissa Long (HBO series, preproduction, location reveal) 45:05 – Ted Lasso to return for fourth season this summer (Apple TV series) 45:34 – Baldur’s Gate Series in the works at HBO (creator/writer/EP/showrunner: Craig Mazin) related: The Last of Us to film S3 in BC March 2–November 27 Geek News Proper 48:30 – The Grammys 49:05 – Gone too soon: Catherine O’Hara, 71, James Van Der Beek of Dawson’s Creek, 48, Jesse Jackson, 84, and Robert Duvall, 95 59:28 – John Lithgow on playing Dumbledore in Harry Potter series and J.K. Rowling’s trans-exclusionary views Reviews and Kirstemendayshes 1:02:24 – IT: Welcome to Derry (Kirsten & Pol) 1:05:16 – The Muppet Show (Kirsten & Pol) 1:07:22 – Wonder Man (Bud) 1:09:10 – The Secret Agent (Kirsten) 1:11:22 – Fallout S2 (Kirsten & Pol) 1:13:48 – Heated Rivalry (Kirsten) 1:20:28 – Send Help (Pol) 1:22:24 – Wuthering Heights (Pol) Other stuff that didn’t make the pod – Resident Evil Requiem – Evil Has Always Had A Name: short film, article w/ background – Unable to stop AI, SAG-AFTRA mulls a studio tax on digital performers Join The Geek-out Podcast’s Facebook page (where we’ll release new episodes, and where you can talk with us) and Facebook group (where fans of the podcast can gather and talk geeky stuff)! Questions? Comments? Corrections? Suggestions? e-mail geekout@TheZone.fm Subscribe to The Zone’s Geek-out Podcast on Apple Podcasts. And, get more Zone podcasty goodness at TheZone.fm/podcast

People Profits & Purpose Podcast with Nick Psaila
Ep 134: The Client Nurture Sequence That Wins Jobs

People Profits & Purpose Podcast with Nick Psaila

Play Episode Listen Later Feb 18, 2026 7:36


I recently got 5 quotes for a garage door. Five companies came out, measured up, sent through prices. Guess how many followed up? One. Sort of. A half-hearted text. I'm sitting there with $2K–$5K ready to spend and they can't be bothered following up. This is why most tradies lose jobs — not because their price is wrong, but because their process is broken. In this episode, I give you the exact client nurture sequence I've built with over 100 businesses. It's based on psychology — humans are wired the same way, we all respond to the same triggers. Once you understand this system, you can use it forever. The truth most people miss: Customers don't decide on price. They decide on experience. I had one client beat the biggest stone mason in Canberra on a $16K job — not because he was cheapest, but because he treated the client like gold from first contact. Your competitors are terrible at this. They don't follow up, they don't nurture, they email quotes and hope. If you just show up on time, respond quickly, and have a basic system — you're already in the top 10%. You don't need fancy software. Pipedrive, Go High Level, or even a spreadsheet and some templates. The system matters more than the software.

People Profits & Purpose Podcast with Nick Psaila
Ep 135: The 5-Email Sequence That Revives Dead Databases

People Profits & Purpose Podcast with Nick Psaila

Play Episode Listen Later Feb 18, 2026 6:20


You've got a database full of past clients and old leads sitting there doing absolutely nothing. Could be 50, could be 300, could be a thousand. Every single one of these people already knows you, already trusts you, already bought from you — and you're ignoring them while spending thousands chasing cold strangers. In this episode, I share the exact 5-email sequence I use to wake up dead databases — the same sequence that took my own list from 25% open rates to 58%, and turned a bloated 6,000-contact list into 2,000 engaged buyers. The results from my own database: Started with 6,000 contacts at 25% open rates. After running the sequence and cleaning non-responders, I got down to 2,000 contacts — but open rates hit 58–60%. Double the industry standard. And now we're making sales. Write these 5 emails this week. Send all 5 within 10 days. Don't stretch it. Keep the momentum. Your past clients are 10x easier to convert than cold leads — stop ignoring the gold mine you're already sitting on.

People Profits & Purpose Podcast with Nick Psaila
Ep 133: The 7 Numbers That Will Save Your Business

People Profits & Purpose Podcast with Nick Psaila

Play Episode Listen Later Feb 18, 2026 5:44


8 out of 10 business owners can't tell me their break-even number. Not even roughly. That's not a strategy — that's gambling. In this episode, I break down the 7 critical numbers every business owner needs to stop flying blind and start making decisions based on facts, not feelings. Plus, I share how one of my builders turned $220K into $1.5 million by applying just one simple concept — the Load Fund. Real client example: My concreter went from chasing payments after completion to collecting 90% during the job — same work, same prices, completely different business. You don't need fancy software. A simple spreadsheet and these 7 numbers will put you ahead of 90% of your competitors.

Wererat Studios
S3.66 - The Chicago Table - Wintery Invaders

Wererat Studios

Play Episode Listen Later Feb 17, 2026 160:27


S3.66 - The Chicago Table - Wintery Invaders by Wererat Studios

Oracle University Podcast
Getting Started with Oracle Database@AWS

Oracle University Podcast

Play Episode Listen Later Feb 17, 2026 23:52


If you've ever wondered how Oracle Database really works inside AWS, this episode will finally turn the lights on.   Join Senior Principal OCI Instructor Susan Jang as she explains the two database services available (Exadata Database Service and Autonomous Database), how Oracle and AWS share responsibilities behind the scenes, and which essential tasks still land on your plate after deployment.   You'll discover how automation, scaling, and security actually work, and which model best fits your needs, whether you want hands-off simplicity or deeper control.   Oracle Database@AWS Architect Professional: https://mylearn.oracle.com/ou/course/oracle-databaseaws-architect-professional/155574 Oracle University Learning Community: https://education.oracle.com/ou-community LinkedIn: https://www.linkedin.com/showcase/oracle-university/ X: https://x.com/Oracle_Edu   Special thanks to Arijit Ghosh, Anna Hulkower, Kris-Ann Nansen, Radhika Banka, and the OU Studio Team for helping us create this episode.   ------------------------------------------------------------   Episode Transcript:   00:00 Welcome to the Oracle University Podcast, the first stop on your cloud journey. During this series of informative podcasts, we'll bring you foundational training on the most popular Oracle technologies. Let's get started! 00:26   Lois: Hello and welcome to the Oracle University Podcast! I'm Lois Houston, Director of Communications and Adoption with Customer Success Services, and with me is Nikita Abraham, Team Lead: Editorial Services with Oracle University.  Nikita: Hi everyone! In our last episode, we began the discussion on Oracle Database@AWS. Today, we're diving deeper into the database services that are available in this environment. Susan Jang, our Senior Principal OCI Instructor, joins us once again.  00:56 Lois: Hi Susan! Thanks for being here today. In our last conversation, we compared Oracle Autonomous Database and Exadata Database Service. Can you elaborate on the fundamental differences between these two services?     Susan: Now, the primary difference is between the service is really the management model. The Autonomous is fully-managed by Oracle, while the Exadata provides flexibility for you to have the ability to customize your database environment while still having the infrastructure be managed by Oracle.   01:30 Nikita: When it comes to running Oracle Database@AWS, how do Oracle and AWS each chip in? Could you break down what each provider is responsible for in this setup?  Susan: Oracle Database@AWS is a collaboration between Oracle, as well as AWS. It allows the customer to deploy and run Oracle Database services, including the Oracle Autonomous Database and the Oracle Exadata Database Service directly in AWS data centers.   Oracle provides the ability of having the Oracle Exadata Database Service on a dedicated infrastructure. This service delivers full capabilities of Oracle Exadata Database on the Oracle Exadata hardware. It offers high performance and high security for demanding workloads. It has cloud automation, resource scaling, and performance optimization to simplify the management of the service.  Oracle Autonomous Database on the dedicated Exadata infrastructure provides a fully Autonomous Database on this dedicated infrastructure within AWS. It automates the database management tasks, including patching, backups, as well as tuning, and have built-in AI capabilities for developing AI-powered applications and interacting with data using natural language. The Oracle Database@AWS integrates those core database services with various AWS services for a comprehensive unified experience.  AWS provides the ability of having a cloud-based object storage, and that would be the Amazon S3. You also have the ability to have other services, such as the Amazon CloudWatch. It monitors the database metrics, as well as performance. You also have Amazon Bedrock. It provides a development environment for a generative AI application.   And last but not the least, amongst the many other services, you also have the SageMaker. This is a cloud-based platform for development of machine learning models, a wonderful integration with our AI application development needs.  03:54 Lois: How has the work involved in setting up and managing databases changed over time?  Susan: When we take a look at the evolution of how things have changed through the years in our systems, we realize that transfer responsibility has now been migrated more from customer or human interaction to services. As the database technology evolves from the traditional on-premise system to the Exadata engineered system, and finally to the Autonomous Database, certain services previously requiring significant manual intervention has become increasingly automated, as well as optimized.  04:34 Lois: How so?  Susan: When we take a look at the more traditional database environment, it requires manual configuration of hardware, operating system, as well as the software of the database, along with initial database creation. As we evolve into the Exadata environment, the Exadata Database, specifically the Exadata cloud service, simplifies provisioning through web-based wizard, making it faster and easier to deploy the Oracle Database in an optimized hardware.     But when we move it to an Autonomous environment, it automates the entire provisioning process, allowing users to rapidly deploy mission-critical databases without manual intervention, or DBA involvement. So as customers move toward Autonomous Database through Exadata, we have fewer components that the customer needs to manage in the database stack, which gives them more time to focus more on important parts of the business.  With the Exadata Database, it provides a co-management of backup, restore, patches and upgrade, monitoring, and tuning. And it allows the administrator the ability to customize the configuration to meet their very specific business needs. With Autonomous Database, it's now fully automated and it's a greater responsibility is shift toward the service. With Autonomous Database on dedicated infrastructure, it provides that fine-grained tuning more for Oracle to help you perform that task.  06:15 Nikita: If we narrow it down just to Oracle and AWS for a moment, which parts of the infrastructure or day-to-day ops are handled by each company behind the scenes?  Susan: When we take a look at Oracle Database@AWS, it operates under a shared responsibility model, dividing the service responsibilities between AWS, as well as Oracle, as well as you, the customer.   The AWS has the data center. Remember, this is where everything is running. The Oracle Database@AWS, the Oracle Database infrastructure may be managed by Oracle and run in OCI, but is physically located within the AWS regions, as well as the availability zones and the AWS data centers.  The AWS infrastructure, in this case, is AWS's responsibility to secure the environment, including the physical security of the data center, the network infrastructure, and the foundational services like the compute, the storage, and the networking, all within AWS.  The next thing of who's responsible for the shared responsibility, it's Oracle. And that would be the hardware. We provide the hardware. While the hardware may physically reside in the AWS data center, Oracle's Cloud Infrastructure operational team will be the one managing this infrastructure, including software patching, infrastructure update, and other operations through a connection to OCI. This means Oracle handles the provisioning, as well as the maintenance of any of the underlying Exadata infrastructure hardware.  When we take a look at the next thing that it manages, it is also responsible besides the infrastructure of the Exadata. It is also the ability to manage the hardware, the environment of that hardware through the database control plane. So Oracle manages the administration and the operational for the Oracle Database@AWS service, which resides in OCI. So this includes the capabilities for management, upgrade, and operational features.  08:37 Nikita: And what are the key things that still remain on the customer's plate?   Susan: If you are in an Exadata environment or in an Autonomous environment, it is you, the customer, who is responsible for most of the database administration operation, as well as managing the users and the privileges of the user to access the database. No one knows the database and who should be accessing the data better than you.  You will be responsible for securing the applications, the data of the database, which now allows you to define who has access to it, control the data encryption, and securing the application that interacts with the Oracle Database@AWS.  09:29 Lois: Susan, we've talked about both Autonomous Database and Exadata Database Service being available on Oracle Database@AWS, but what's different about how each works in this environment, and why might someone pick one over the other?  Susan: Both databases, even though they run on the same Exadata Cloud Infrastructure, both can be deployed on both public cloud, as well as the customer data center, which is Oracle Cloud@Customer.  The Autonomous Database is a fully managed, completely automated environment. And this provides a capability of having a fully Autonomous Database Service running on a dedicated Oracle Exadata Infrastructure within your AWS data center.  The Exadata is a service that is provided and managed by Oracle and is physically running in the AWS data center, but is designed for mission critical workload and includes RAC environment, Real Application Cluster, offering a high performance availability and full feature capability that is similar to other Exadata environment, such as those running in our customers' data center.  The primary difference is really between the two services. When you take a look at the Exadata, the customer only pays for the compute resources that is used. Autoscaling can be used for a variety or variable resources, the workload, to automatically scale to the compute resources up or down when required.  The Autonomous Database also has automatic optimization for data warehousing, transaction processing, as well as JSON workload. The Exadata service, the customer again, also pays for the compute resources that they allocate. But that's the key thing. The customer can initiate the scaling because it's very specific to the workload that is needed.  So when you take a look at the two database services, one gives the ability to let Oracle fully manage it, including the scaling capability. The other, the Exadata, provides you the capability of having the environment that it's running on the infrastructure be managed by Oracle that adds a database administrator. You may wish to have a little bit more granular control of how you want the database to not only be scaling, but how you wish to customize how the database will be running.  12:10 Nikita: Focusing on Autonomous Database for a moment, what should teams know about how it actually runs within AWS?   Susan: The Autonomous Database on the Oracle Database@AWS brings the power of the Oracle's self-managing, self-securing, and self-repairing database into your AWS environment.  It provides the capability of the database automatically, automates many of the traditional, complex, and time-consuming database management tasks, such as the provisioning of the database, the patching, the backing up, and the scaling, and the performance tuning, reducing the need for any manual intervention by the database administrator.  Running the Autonomous Database in your AWS region enables low latency access for your AWS applications and services that is deployed within AWS, thus improving performance and response time. With the Autonomous Database, it automates many of the traditional things that is now automatically done by Oracle. It also supports integration with various AWS services, such as the ability of the not in addition to AIM, but the cloud formation, the CloudWatch for monitoring and the S3 for the storage.  You can easily migrate existing Exadata workload, including those running on Oracle RAC to AWS with minimum or no change to any of your databases or applications. In addition, there's a really powerful capability and feature of the database is called zero ETL, and that's zero extract, transformation, and load.  It's an integration capability with services like your Amazon Redshift, enabling near real time analytics and machine learning on your transactional database that is stored within the Autonomous Database on in your AWS environment. So with the Autonomous Database, it checks off many of the boxes for automatic capability, securing, tuning, as well as scaling the database.  With the Autonomous Database in the Dedicated Exadata Infrastructure, the Exadata Cloud Infrastructure resource represents the physical system, which can be expanded with storage, as well as compute services, the compute host. This now provides the ability to have an isolated zone for the highest protection from other tenants. The data is stored on a dedicated server only for one customer. That would be you.  14:56 Lois: Could you explain the role of Autonomous VM? What are its primary benefits?  Susan: The virtual machine or as we refer to them as the cluster, includes the grid infrastructure and provides a private network isolation. This provides you the capability of having custom memory, core, and storage allocation.  The Oracle Grid Infrastructure includes the Oracle Clusterware, which manages the cluster, as well as the servers, and ensure that the database can failover to another server in case of any failure.  15:34 Be a part of something big by joining the Oracle University Learning Community! Connect with over 3 million members, including Oracle experts and fellow learners. Engage in topical forums, share your knowledge, and celebrate your achievements together. Discover the community today at mylearn.oracle.com.  15:55 Nikita: Welcome back! Susan, what is the Autonomous Container Database?  Susan: With the Autonomous Container Database, and you need that if you're going to create an Autonomous Database, you need to provision that within your Autonomous Exadata VM Cluster. It serves as a container to hold or to house one or more Autonomous Databases.  This allows multiple Autonomous Databases to coexist in the same infrastructure while still being logically separated. And this allows for the separation of databases based on their intended use. Think of a database for production. Think of a database for development. Think of a database for testing. You may have different database versions within the same infrastructure.  This isolation makes it easier for you to be able to meet your SLA, your Service Level Agreement, any long-term backups you may have, very specific encryption key needs to prevent issues from one database impacting another. So, the ability to have everything be isolated and secure is still grouping it in a manner that will meet your business needs.  17:08 Lois: Looking at Exadata Database Service specifically, what are some standout advantages for customers who deploy it on Oracle Database@AWS? Is there anything in particular they should get excited about in terms of performance or integration with AWS?  Susan: The Exadata Database Service is running on a dedicated Exadata Infrastructure that's deployed within your AWS data center. It delivers the same Exadata service experience in cloud control planes as the Oracle Cloud Infrastructure, allowing you to leverage existing skills and processing across your multi-cloud environment.  It addresses the data resiliency, or residency rather. And that's the scenario where many of our customers has the need. You have a need because of your security compliance to have the data local to you. By having the Exadata Database in your Oracle Database@AWS, it is running in your data center. So, this addresses that very important need, data residency, to have it close to you.  It also allows for seamless integration with other AWS services and applications. So now you have a capability of a hybrid cloud architecture leveraging the benefit of both Oracle Exadata and your AWS system. It has built-in high availability, the RAC application cluster, as well as Data Guard, a capability of addressing disaster recovery capability.  This also provides the ability for you to scale your compute, as well as your storage and your I/O resources independently. So as mentioned with Exadata, you have flexibility of how you want your database to be running individually. So just like the Autonomous, the Exadata Database checks off many of the boxes for running a mission-critical with high availability, highly redundant hardware and software features, along with extreme performance, scalability, and reliability.  This now allows you to run your AI environment, your online transaction processing, your analytic workload on any scale on the Exadata Infrastructure running in the Oracle Cloud. And in this case, running in your data center.  19:45 Nikita: If a business suddenly needs more capacity, how does scaling work with Exadata Database Service versus Autonomous Database on Oracle Database@AWS?   Susan: So with the Exadata scaling, you now can scale to meet expected demands so you know at certain point I will need more. I will then ask it to scale at that point when I will assign it-- and I'm using an example, I will assign it three computer cores all the time. But there may be demands. Think of your end of the quarter, end of the year processing that you may need more. So, you are enabling the compute cores to scale at the time you need it.  And what's cool is it will then, when it's no longer needed, it will then scale back down to the original three cores that you assign. So, you only pay for the enabled cores. But what's very cool about the Autonomous is that it is real-time scaling. So, with Autonomous, now you have the capability using Autonomous Database since it is self-tuning, self-monitoring, the Autonomous Database actually monitors the workload requirement and scales to match the workload demand.  Once the minimum level of the compute is defined and enabled, the automatic scaling is set. Autonomous Database will adjust to the consumption when it's needed, and it will scale back down when it's not. So though the Exadata is pretty cool, it will scale up and down on the workload demand.  This is with the Autonomous is even more powerful. It is real-time scaling based on that usage at that moment. Built-in automatic increase to meet the workload demands when it spikes and it automatically scales back when it's not needed.  A very powerful capability with all of our Oracle databases, the ability, even with traditional, to allow you to define what you may need with Exadata scaling for peak demands, as well as Autonomous scaling for real-time consumption and scaling when needed.  When you look at all of our options, one of the key things to bear in mind is a phrase that we use: performance scale as more servers are added. And what this is really saying is Oracle's automated scaling ability for the database, it basically has the ability to maintain or improve its performance under increased workload by automatically adding computational resources when needed.  This process is also known as horizontal scaling. It involves adding more servers, compute instances, to a cluster to share the processing load. And it has that capability automatically.  22:53 Nikita: There's so much more we can discuss about Oracle Database@AWS, but let's pause here for today! Thank you so much Susan for joining us.  Lois: Yeah, it's been really great to have you, Susan. If you want to dive deeper into the topics we covered today, go to mylearn.oracle.com and search for the Oracle Database@AWS Architect Professional course. Until next time, this is Lois Houston…  Nikita: And Nikita Abraham, signing off!  23:23 That's all for this episode of the Oracle University Podcast. If you enjoyed listening, please click Subscribe to get all the latest episodes. We'd also love it if you would take a moment to rate and review us on your podcast app. See you again on the next episode of the Oracle University Podcast.

Hilliard Guess' Screenwriters Rant Room
547 - EXECUTIVE PRODUCER - J. DAVID SHANKS

Hilliard Guess' Screenwriters Rant Room

Play Episode Listen Later Feb 16, 2026 147:23


In the spirit of GORDON PARK and PAUL ROBESON, J. David Shanks prides himself on being the contemporary renaissance man. He's a writer, producer, and actor with aspirations of adding to his hyphenated list of industry skill sets, Director for feature films and television series.David is a graduate of the University of Southern California's School of Cinematic Arts. He received his MFA in Producing for Film, Television, and New Media from the world-renowned Peter Stark Producing Program. His writing credits include NBC's SHADES OF BLUE, FOX Television's SHOTS FIRED, SHOWTIME's THE CHI and the critically acclaimed NETFLIX SERIES SEVEN SECONDS where his episode, MATTERS OF LIFE AND DEATH won the 2019 NAACP IMAGE AWARD for Outstanding Writing in a Television Drama.Presently, David is working under an overall deal with AMC Network. He is currently the Executive Producer/ Co-Showrunner for the AMC SERIES 61st STREET and EP on CROSS S2 & S3.Another don't miss episode y'all!

Les Cast Codeurs Podcast
LCC 337 - Datacenters Carrier Class dans l'espace

Les Cast Codeurs Podcast

Play Episode Listen Later Feb 16, 2026 94:19


Emmanuel et Guillaume discutent de divers sujets liés à la programmation, notamment les systèmes de fichiers en Java, le Data Oriented Programming, les défis de JPA avec Kotlin, et les nouvelles fonctionnalités de Quarkus. Ils explorent également des sujets un peu fous comme la création de datacenters dans l'espace. Pas mal d'architecture aussi. Enregistré le 13 février 2026 Téléchargement de l'épisode LesCastCodeurs-Episode-337.mp3 ou en vidéo sur YouTube. News Langages Comment implémenter un file system en Java https://foojay.io/today/bootstrapping-a-java-file-system/ Créer un système de fichiers Java personnalisé avec NIO.2 pour des usages variés (VCS, archives, systèmes distants). Évolution Java: java.io.File (1.0) -> NIO (1.4) -> NIO.2 (1.7) pour personnalisation via FileSystem. Recommander conception préalable; API Java est orientée POSIX. Composants clés à considérer: Conception URI (scheme unique, chemin). Gestion de l'arborescence (BD, métadonnées, efficacité). Stockage binaire (emplacement, chiffrement, versions). Minimum pour démarrer (4 composants): Implémenter Path (représente fichier/répertoire). Étendre FileSystem (instance du système). Étendre FileSystemProvider (moteur, enregistré par scheme). Enregistrer FileSystemProvider via META-INF/services. Étapes suivantes: Couche BD (arborescence), opérations répertoire/fichier de base, stockage, tests. Processus long et exigeant, mais gratifiant.   Un article de brian goetz sur le futur du data oriented programming en Java https://openjdk.org/projects/amber/design-notes/beyond-records Le projet Amber de Java introduit les "carrier classes", une évolution des records qui permet plus de flexibilité tout en gardant les avantages du pattern matching et de la reconstruction Les records imposent des contraintes strictes (immutabilité, représentation exacte de l'état) qui limitent leur usage pour des classes avec état muable ou dérivé Les carrier classes permettent de déclarer une state description complète et canonique sans imposer que la représentation interne corresponde exactement à l'API publique Le modificateur "component" sur les champs permet au compilateur de dériver automatiquement les accesseurs pour les composants alignés avec la state description Les compact constructors sont généralisés aux carrier classes, générant automatiquement l'initialisation des component fields Les carrier classes supportent la déconstruction via pattern matching comme les records, rendant possible leur usage dans les instanceof et switch Les carrier interfaces permettent de définir une state description sur une interface, obligeant les implémentations à fournir les accesseurs correspondants L'extension entre carrier classes est possible, avec dérivation automatique des appels super() quand les composants parent sont subsumés par l'enfant Les records deviennent un cas particulier de carrier classes avec des contraintes supplémentaires (final, extends Record, component fields privés et finaux obligatoires) L'évolution compatible des records est améliorée en permettant l'ajout de composants en fin de liste et la déconstruction partielle par préfixe Comment éviter les pièges courants avec JPA et Kotlin - https://blog.jetbrains.com/idea/2026/01/how-to-avoid-common-pitfalls-with-jpa-and-kotlin/ JPA est une spécification Java pour la persistance objet-relationnel, mais son utilisation avec Kotlin présente des incompatibilités dues aux différences de conception des deux langages Les classes Kotlin sont finales par défaut, ce qui empêche la création de proxies par JPA pour le lazy loading et les opérations transactionnelles Le plugin kotlin-jpa génère automatiquement des constructeurs sans argument et rend les classes open, résolvant les problèmes de compatibilité Les data classes Kotlin ne sont pas adaptées aux entités JPA car elles génèrent equals/hashCode basés sur tous les champs, causant des problèmes avec les relations lazy L'utilisation de lateinit var pour les relations peut provoquer des exceptions si on accède aux propriétés avant leur initialisation par JPA Les types non-nullables Kotlin peuvent entrer en conflit avec le comportement de JPA qui initialise les entités avec des valeurs null temporaires Le backing field direct dans les getters/setters personnalisés peut contourner la logique de JPA et casser le lazy loading IntelliJ IDEA 2024.3 introduit des inspections pour détecter automatiquement ces problèmes et propose des quick-fixes L'IDE détecte les entités finales, les data classes inappropriées, les problèmes de constructeurs et l'usage incorrect de lateinit Ces nouvelles fonctionnalités aident les développeurs à éviter les bugs subtils liés à l'utilisation de JPA avec Kotlin Librairies Guide sur MapStruct @IterableMapping - https://www.baeldung.com/java-mapstruct-iterablemapping MapStruct est une bibliothèque Java pour générer automatiquement des mappers entre beans, l'annotation @IterableMapping permet de configurer finement le mapping de collections L'attribut dateFormat permet de formater automatiquement des dates lors du mapping de listes sans écrire de boucle manuelle L'attribut qualifiedByName permet de spécifier quelle méthode custom appliquer sur chaque élément de la collection à mapper Exemple d'usage : filtrer des données sensibles comme des mots de passe en mappant uniquement certains champs via une méthode dédiée L'attribut nullValueMappingStrategy permet de contrôler le comportement quand la collection source est null (retourner null ou une collection vide) L'annotation fonctionne pour tous types de collections Java (List, Set, etc.) et génère le code de boucle nécessaire Possibilité d'appliquer des formats numériques avec numberFormat pour convertir des nombres en chaînes avec un format spécifique MapStruct génère l'implémentation complète du mapper au moment de la compilation, éliminant le code boilerplate L'annotation peut être combinée avec @Named pour créer des méthodes de mapping réutilisables et nommées Le mapping des collections supporte les conversions de types complexes au-delà des simples conversions de types primitifs Accès aux fichiers Samba depuis Java avec JCIFS - https://www.baeldung.com/java-samba-jcifs JCIFS est une bibliothèque Java permettant d'accéder aux partages Samba/SMB sans monter de lecteur réseau, supportant le protocole SMB3 on pense aux galériens qui doivent se connecter aux systèmes dit legacy La configuration nécessite un contexte CIFS (CIFSContext) et des objets SmbFile pour représenter les ressources distantes L'authentification se fait via NtlmPasswordAuthenticator avec domaine, nom d'utilisateur et mot de passe La bibliothèque permet de lister les fichiers et dossiers avec listFiles() et vérifier leurs propriétés (taille, date de modification) Création de fichiers avec createNewFile() et de dossiers avec mkdir() ou mkdirs() pour créer toute une arborescence Suppression via delete() qui peut parcourir et supprimer récursivement des arborescences entières Copie de fichiers entre partages Samba avec copyTo(), mais impossibilité de copier depuis le système de fichiers local Pour copier depuis le système local, utilisation des streams SmbFileInputStream et SmbFileOutputStream Les opérations peuvent cibler différents serveurs Samba et différents partages (anonymes ou protégés par mot de passe) La bibliothèque s'intègre dans des blocs try-with-resources pour une gestion automatique des ressources Quarkus 3.31 - Support complet Java 25, nouveau packaging Maven et Panache Next - https://quarkus.io/blog/quarkus-3-31-released/ Support complet de Java 25 avec images runtime et native Nouveau packaging Maven de type quarkus avec lifecycle optimisé pour des builds plus rapides voici un article complet pour plus de detail https://quarkus.io/blog/building-large-applications/ Introduction de Panache Next, nouvelle génération avec meilleure expérience développeur et API unifiée ORM/Reactive Mise à jour vers Hibernate ORM 7.2, Reactive 3.2, Search 8.2 Support de Hibernate Spatial pour les données géospatiales Passage à Testcontainers 2 et JUnit 6 Annotations de sécurité supportées sur les repositories Jakarta Data Chiffrement des tokens OIDC pour les implémentations custom TokenStateManager Support OAuth 2.0 Pushed Authorization Requests dans l'extension OIDC Maven 3.9 maintenant requis minimum pour les projets Quarkus A2A Java SDK 1.0.0.Alpha1 - Alignement avec la spécification 1.0 du protocole Agent2Agent - https://quarkus.io/blog/a2a-java-sdk-1-0-0-alpha1/ Le SDK Java A2A implémente le protocole Agent2Agent qui permet la communication standardisée entre agents IA pour découvrir des capacités, déléguer des tâches et collaborer Passage à la version 1.0 de la spécification marque la transition d'expérimental à production-ready avec des changements cassants assumés Modernisation complète du module spec avec des Java records partout remplaçant le mix précédent de classes et records pour plus de cohérence Adoption de Protocol Buffers comme source de vérité avec des mappers MapStruct pour la conversion et Gson pour JSON-RPC Les builders utilisent maintenant des méthodes factory statiques au lieu de constructeurs publics suivant les best practices Java modernes Introduction de trois BOMs Maven pour simplifier la gestion des dépendances du SDK core, des extensions et des implémentations de référence Quarkus AgentCard évolue avec une liste supportedInterfaces remplaçant url et preferredTransport pour plus de flexibilité dans la déclaration des protocoles Support de la pagination ajouté pour ListTasks et les endpoints de configuration des notifications push avec des wrappers Result appropriés Interface A2AHttpClient pluggable permettant des implémentations HTTP personnalisées avec une implémentation Vert.x fournie Travail continu vers la conformité complète avec le TCK 1.0 en cours de développement parallèlement à la finalisation de la spécification Pourquoi Quarkus finit par "cliquer" : les 10 questions que se posent les développeurs Java - https://www.the-main-thread.com/p/quarkus-java-developers-top-questions-2025 un article qui revele et repond aux questions des gens qui ont utilisé Quarkus depuis 4-6 mois, les non noob questions Quarkus est un framework Java moderne optimisé pour le cloud qui propose des temps de démarrage ultra-rapides et une empreinte mémoire réduite Pourquoi Quarkus démarre si vite ? Le framework effectue le travail lourd au moment du build (scanning, indexation, génération de bytecode) plutôt qu'au runtime Quand utiliser le mode réactif plutôt qu'impératif ? Le réactif est pertinent pour les workloads avec haute concurrence et dominance I/O, l'impératif reste plus simple dans les autres cas Quelle est la différence entre Dev Services et Testcontainers ? Dev Services utilise Testcontainers en gérant automatiquement le cycle de vie, les ports et la configuration sans cérémonie Comment la DI de Quarkus diffère de Spring ? CDI est un standard basé sur la sécurité des types et la découverte au build-time, différent de l'approche framework de Spring Comment gérer la configuration entre environnements ? Quarkus permet de scaler depuis le développement local jusqu'à Kubernetes avec des profils, fichiers multiples et configuration externe Comment tester correctement les applications Quarkus ? @QuarkusTest démarre l'application une fois pour toute la suite de tests, changeant le modèle mental par rapport à Spring Boot Que fait vraiment Panache en coulisses ? Panache est du JPA avec des opinions fortes et des défauts propres, enveloppant Hibernate avec un style Active Record Doit-on utiliser les images natives et quand ? Les images natives brillent pour le serverless et l'edge grâce au démarrage rapide et la faible empreinte mémoire, mais tous les apps n'en bénéficient pas Comment Quarkus s'intègre avec Kubernetes ? Le framework génère automatiquement les ressources Kubernetes, gère les health checks et métriques comme s'il était nativement conçu pour cet écosystème Comment intégrer l'IA dans une application Quarkus ? LangChain4j permet d'ajouter embeddings, retrieval, guardrails et observabilité directement en Java sans passer par Python Infrastructure Les alternatives à MinIO https://rmoff.net/2026/01/14/alternatives-to-minio-for-single-node-local-s3/ MinIO a abandonné le support single-node fin 2025 pour des raisons commerciales, cassant de nombreuses démos et pipelines CI/CD qui l'utilisaient pour émuler S3 localement L'auteur cherche un remplacement simple avec image Docker, compatibilité S3, licence open source, déploiement mono-nœud facile et communauté active S3Proxy est très léger et facile à configurer, semble être l'option la plus simple mais repose sur un seul contributeur RustFS est facile à utiliser et inclut une GUI, mais c'est un projet très récent en version alpha avec une faille de sécurité majeure récente SeaweedFS existe depuis 2012 avec support S3 depuis 2018, relativement facile à configurer et dispose d'une interface web basique Zenko CloudServer remplace facilement MinIO mais la documentation et le branding (cloudserver/zenko/scality) peuvent prêter à confusion Garage nécessite une configuration complexe avec fichier TOML et conteneur d'initialisation séparé, pas un simple remplacement drop-in Apache Ozone requiert au minimum quatre nœuds pour fonctionner, beaucoup trop lourd pour un usage local simple L'auteur recommande SeaweedFS et S3Proxy comme remplaçants viables, RustFS en maybe, et élimine Garage et Ozone pour leur complexité Garage a une histoire tres associative, il vient du collectif https://deuxfleurs.fr/ qui offre un cloud distribué sans datacenter C'est certainement pas une bonne idée, les datacenters dans l'espace https://taranis.ie/datacenters-in-space-are-a-terrible-horrible-no-good-idea/ Avis d'expert (ex-NASA/Google, Dr en électronique spatiale) : Centres de données spatiaux, une "terrible" idée. Incompatibilité fondamentale : L'électronique (surtout IA/GPU) est inadaptée à l'environnement spatial. Énergie : Accès limité. Le solaire (type ISS) est insuffisant pour l'échelle de l'IA. Le nucléaire (RTG) est trop faible. Refroidissement : L'espace n'est pas "froid" ; absence de convection. Nécessite des radiateurs gigantesques (ex: 531m² pour 200kW). Radiations : Provoque erreurs (SEU, SEL) et dommages. Les GPU sont très vulnérables. Blindage lourd et inefficace. Les puces "durcies" sont très lentes. Communications : Bande passante très limitée (1Gbps radio vs 100Gbps terrestre). Le laser est tributaire des conditions atmosphériques. Conclusion : Projet extrêmement difficile, coûteux et aux performances médiocres. Data et Intelligence Artificielle Guillaume a développé un serveur MCP pour arXiv (le site de publication de papiers de recherche) en Java avec le framework Quarkus https://glaforge.dev/posts/2026/01/18/implementing-an-arxiv-mcp-server-with-quarkus-in-java/ Implémentation d'un serveur MCP (Model Context Protocol) arXiv en Java avec Quarkus. Objectif : Accéder aux publications arXiv et illustrer les fonctionnalités moins connues du protocole MCP. Mise en œuvre : Utilisation du framework Quarkus (Java) et son support MCP étendu. Assistance par Antigravity (IDE agentique) pour le développement et l'intégration de l'API arXiv. Interaction avec l'API arXiv : requêtes HTTP, format XML Atom pour les résultats, parser XML Jackson. Fonctionnalités MCP exposées : Outils (@Tool) : Recherche de publications (search_papers). Ressources (@Resource, @ResourceTemplate) : Taxonomie des catégories arXiv, métadonnées des articles (via un template d'URI). Prompts (@Prompt) : Exemples pour résumer des articles ou construire des requêtes de recherche. Configuration : Le serveur peut fonctionner en STDIO (local) ou via HTTP Streamable (local ou distant), avec une configuration simple dans des clients comme Gemini CLI. Conclusion : Quarkus simplifie la création de serveurs MCP riches en fonctionnalités, rendant les données et services "prêts pour l'IA" avec l'aide d'outils d'IA comme Antigravity. Anthropic ne mettra pas de pub dans Claude https://www.anthropic.com/news/claude-is-a-space-to-think c'est en reaction au plan non public d'OpenAi de mettre de la pub pour pousser les gens au mode payant OpenAI a besoin de cash et est probablement le plus utilisé pour gratuit au monde Anthropic annonce que Claude restera sans publicité pour préserver son rôle d'assistant conversationnel dédié au travail et à la réflexion approfondie. Les conversations avec Claude sont souvent sensibles, personnelles ou impliquent des tâches complexes d'ingénierie logicielle où les publicités seraient inappropriées. L'analyse des conversations montre qu'une part significative aborde des sujets délicats similaires à ceux évoqués avec un conseiller de confiance. Un modèle publicitaire créerait des incitations contradictoires avec le principe fondamental d'être "genuinely helpful" inscrit dans la Constitution de Claude. Les publicités introduiraient un conflit d'intérêt potentiel où les recommandations pourraient être influencées par des motivations commerciales plutôt que par l'intérêt de l'utilisateur. Le modèle économique d'Anthropic repose sur les contrats entreprise et les abonnements payants, permettant de réinvestir dans l'amélioration de Claude. Anthropic maintient l'accès gratuit avec des modèles de pointe et propose des tarifs réduits pour les ONG et l'éducation dans plus de 60 pays. Le commerce "agentique" sera supporté mais uniquement à l'initiative de l'utilisateur, jamais des annonceurs, pour préserver la confiance. Les intégrations tierces comme Figma, Asana ou Canva continueront d'être développées en gardant l'utilisateur aux commandes. Anthropic compare Claude à un cahier ou un tableau blanc : des espaces de pensée purs, sans publicité. Infinispan 16.1 est sorti https://infinispan.org/blog/2026/02/04/infinispan-16-1 déjà le nom de la release mérite une mention Le memory bounded par cache et par ensemble de cache s est pas facile à faire en Java Une nouvelle api OpenAPI AOT caché dans les images container Un serveur MCP local juste avec un fichier Java ? C'est possible avec LangChain4j et JBang https://glaforge.dev/posts/2026/02/11/zero-boilerplate-java-stdio-mcp-servers-with-langchain4j-and-jbang/ Création rapide de serveurs MCP Java sans boilerplate. MCP (Model Context Protocol): standard pour connecter les LLM à des outils et données. Le tutoriel répond au manque d'options simples pour les développeurs Java, face à une prédominance de Python/TypeScript dans l'écosystème MCP. La solution utilise: LangChain4j: qui intègre un nouveau module serveur MCP pour le protocole STDIO. JBang: permet d'exécuter des fichiers Java comme des scripts, éliminant les fichiers de build (pom.xml, Gradle). Implémentation: se fait via un seul fichier .java. JBang gère automatiquement les dépendances (//DEPS). L'annotation @Tool de LangChain4j expose les méthodes Java aux LLM. StdioMcpServerTransport gère la communication JSON-RPC via l'entrée/sortie standard (STDIO). Point crucial: Les logs doivent impérativement être redirigés vers System.err pour éviter de corrompre System.out, qui est réservé à la communication MCP (messages JSON-RPC). Facilite l'intégration locale avec des outils comme Gemini CLI, Claude Code, etc. Reciprocal Rank Fusion : un algorithme utile et souvent utilisé pour faire de la recherche hybride, pour mélanger du RAG et des recherches par mots-clé https://glaforge.dev/posts/2026/02/10/advanced-rag-understanding-reciprocal-rank-fusion-in-hybrid-search/ RAG : Qualité LLM dépend de la récupération. Recherche Hybride : Combiner vectoriel et mots-clés (BM25) est optimal. Défi : Fusionner des scores d'échelles différentes. Solution : Reciprocal Rank Fusion (RRF). RRF : Algorithme robuste qui fusionne des listes de résultats en se basant uniquement sur le rang des documents, ignorant les scores. Avantages RRF : Pas de normalisation de scores, scalable, excellente première étape de réorganisation. Architecture RAG fréquente : RRF (large sélection) + Cross-Encoder / modèle de reranking (précision fine). RAG-Fusion : Utilise un LLM pour générer plusieurs variantes de requête, puis RRF agrège tous les résultats pour renforcer le consensus et réduire les hallucinations. Implémentation : LangChain4j utilise RRF par défaut pour agréger les résultats de plusieurs retrievers. Les dernières fonctionnalités de Gemini et Nano Banana supportées dans LangChain4j https://glaforge.dev/posts/2026/02/06/latest-gemini-and-nano-banana-enhancements-in-langchain4j/ Nouveaux modèles d'images Nano Banana (Gemini 2.5/3.0) pour génération et édition (jusqu'à 4K). "Grounding" via Google Search (pour images et texte) et Google Maps (localisation, Gemini 2.5). Outil de contexte URL (Gemini 3.0) pour lecture directe de pages web. Agents multimodaux (AiServices) capables de générer des images. Configuration de la réflexion (profondeur Chain-of-Thought) pour Gemini 3.0. Métadonnées enrichies : usage des tokens et détails des sources de "grounding". Comment configurer Gemini CLI comment agent de code dans IntelliJ grâce au protocole ACP https://glaforge.dev/posts/2026/02/01/how-to-integrate-gemini-cli-with-intellij-idea-using-acp/ But : Intégrer Gemini CLI à IntelliJ IDEA via l'Agent Client Protocol (ACP). Prérequis : IntelliJ IDEA 2025.3+, Node.js (v20+), Gemini CLI. Étapes : Installer Gemini CLI (npm install -g @google/gemini-cli). Localiser l'exécutable gemini. Configurer ~/.jetbrains/acp.json (chemin exécutable, --experimental-acp, use_idea_mcp: true). Redémarrer IDEA, sélectionner "Gemini CLI" dans l'Assistant IA. Usage : Gemini interagit avec le code et exécute des commandes (contexte projet). Important : S'assurer du flag --experimental-acp dans la configuration. Outillage PipeNet, une alternative (open source aussi) à LocalTunnel, mais un plus évoluée https://pipenet.dev/ pipenet: Alternative open-source et moderne à localtunnel (client + serveur). Usages: Développement local (partage, webhooks), intégration SDK, auto-hébergement sécurisé. Fonctionnalités: Client (expose ports locaux, sous-domaines), Serveur (déploiement, domaines personnalisés, optimisé cloud mono-port). Avantages vs localtunnel: Déploiement cloud sur un seul port, support multi-domaines, TypeScript/ESM, maintenance active. Protocoles: HTTP/S, WebSocket, SSE, HTTP Streaming. Intégration: CLI ou SDK JavaScript. JSON-IO — une librairie comme Jackson ou GSON, supportant JSON5, TOON, et qui pourrait être utile pour l'utilisation du "structured output" des LLMs quand ils ne produisent pas du JSON parfait https://github.com/jdereg/json-io json-io : Librairie Java pour la sérialisation et désérialisation JSON/TOON. Gère les graphes d'objets complexes, les références cycliques et les types polymorphes. Support complet JSON5 (lecture et écriture), y compris des fonctionnalités non prises en charge par Jackson/Gson. Format TOON : Notation orientée token, optimisée pour les LLM, réduisant l'utilisation de tokens de 40 à 50% par rapport au JSON. Légère : Aucune dépendance externe (sauf java-util), taille de JAR réduite (~330K). Compatible JDK 1.8 à 24, ainsi qu'avec les environnements JPMS et OSGi. Deux modes de conversion : vers des objets Java typés (toJava()) ou vers des Map (toMaps()). Options de configuration étendues via ReadOptionsBuilder et WriteOptionsBuilder. Optimisée pour les déploiements cloud natifs et les architectures de microservices. Utiliser mailpit et testcontainer pour tester vos envois d'emails https://foojay.io/today/testing-emails-with-testcontainers-and-mailpit/ l'article montre via SpringBoot et sans. Et voici l'extension Quarkus https://quarkus.io/extensions/io.quarkiverse.mailpit/quarkus-mailpit/?tab=docs Tester l'envoi d'emails en développement est complexe car on ne peut pas utiliser de vrais serveurs SMTP Mailpit est un serveur SMTP de test qui capture les emails et propose une interface web pour les consulter Testcontainers permet de démarrer Mailpit dans un conteneur Docker pour les tests d'intégration L'article montre comment configurer une application SpringBoot pour envoyer des emails via JavaMail Un module Testcontainers dédié à Mailpit facilite son intégration dans les tests Le conteneur Mailpit expose un port SMTP (1025) et une API HTTP (8025) pour vérifier les emails reçus Les tests peuvent interroger l'API HTTP de Mailpit pour valider le contenu des emails envoyés Cette approche évite d'utiliser des mocks et teste réellement l'envoi d'emails Mailpit peut aussi servir en développement local pour visualiser les emails sans les envoyer réellement La solution fonctionne avec n'importe quel framework Java supportant JavaMail Architecture Comment scaler un système de 0 à 10 millions d'utilisateurs https://blog.algomaster.io/p/scaling-a-system-from-0-to-10-million-users Philosophie : Scalabilité incrémentale, résoudre les goulots d'étranglement sans sur-ingénierie. 0-100 utilisateurs : Serveur unique (app, DB, jobs). 100-1K : Séparer app et DB (services gérés, pooling). 1K-10K : Équilibreur de charge, multi-serveurs d'app (stateless via sessions partagées). 10K-100K : Caching, réplicas de lecture DB, CDN (réduire charge DB). 100K-500K : Auto-scaling, applications stateless (authentification JWT). 500K-10M : Sharding DB, microservices, files de messages (traitement asynchrone). 10M+ : Déploiement multi-régions, CQRS, persistance polyglotte, infra personnalisée. Principes clés : Simplicité, mesure, stateless essentiel, cache/asynchrone, sharding prudent, compromis (CAP), coût de la complexité. Patterns d'Architecture 2026 - Du Hype à la Réalité du Terrain (Part 1/2) - https://blog.ippon.fr/2026/01/30/patterns-darchitecture-2026-part-1/ L'article présente quatre patterns d'architecture logicielle pour répondre aux enjeux de scalabilité, résilience et agilité business dans les systèmes modernes Il présentent leurs raisons et leurs pièges Un bon rappel L'Event-Driven Architecture permet une communication asynchrone entre systèmes via des événements publiés et consommés, évitant le couplage direct Les bénéfices de l'EDA incluent la scalabilité indépendante des composants, la résilience face aux pannes et l'ajout facile de nouveaux cas d'usage Le pattern API-First associé à un API Gateway centralise la sécurité, le routage et l'observabilité des APIs avec un catalogue unifié Le Backend for Frontend crée des APIs spécifiques par canal (mobile, web, partenaires) pour optimiser l'expérience utilisateur CQRS sépare les modèles de lecture et d'écriture avec des bases optimisées distinctes, tandis que l'Event Sourcing stocke tous les événements plutôt que l'état actuel Le Saga Pattern gère les transactions distribuées via orchestration centralisée ou chorégraphie événementielle pour coordonner plusieurs microservices Les pièges courants incluent l'explosion d'événements granulaires, la complexité du debugging distribué, et la mauvaise gestion de la cohérence finale Les technologies phares sont Kafka pour l'event streaming, Kong pour l'API Gateway, EventStoreDB pour l'Event Sourcing et Temporal pour les Sagas Ces patterns nécessitent une maturité technique et ne sont pas adaptés aux applications CRUD simples ou aux équipes junior Patterns d'architecture 2026 : du hype à la réalité terrain part. 2 - https://blog.ippon.fr/2026/02/04/patterns-darchitecture-2026-part-2/ Deuxième partie d'un guide pratique sur les patterns d'architecture logicielle et système éprouvés pour moderniser et structurer les applications en 2026 Strangler Fig permet de migrer progressivement un système legacy en l'enveloppant petit à petit plutôt que de tout réécrire d'un coup (70% d'échec pour les big bang) Anti-Corruption Layer protège votre nouveau domaine métier des modèles externes et legacy en créant une couche de traduction entre les systèmes Service Mesh gère automatiquement la communication inter-services dans les architectures microservices (sécurité mTLS, observabilité, résilience) Architecture Hexagonale sépare le coeur métier des détails techniques via des ports et adaptateurs pour améliorer la testabilité et l'évolutivité Chaque pattern est illustré par un cas client concret avec résultats mesurables et liste des pièges à éviter lors de l'implémentation Les technologies 2026 mentionnées incluent Istio, Linkerd pour service mesh, LaunchDarkly pour feature flags, NGINX et Kong pour API gateway Tableau comparatif final aide à choisir le bon pattern selon la complexité, le scope et le use case spécifique du projet L'article insiste sur une approche pragmatique : ne pas utiliser un pattern juste parce qu'il est moderne mais parce qu'il résout un problème réel Pour les systèmes simples type CRUD ou avec peu de services, ces patterns peuvent introduire une complexité inutile qu'il faut savoir éviter Méthodologies Le rêve récurrent de remplacer voire supprimer les développeurs https://www.caimito.net/en/blog/2025/12/07/the-recurring-dream-of-replacing-developers.html Depuis 1969, chaque décennie voit une tentative de réduire le besoin de développeurs (de COBOL, UML, visual builders… à IA). Motivation : frustration des dirigeants face aux délais et coûts de développement. La complexité logicielle est intrinsèque et intellectuelle, non pas une question d'outils. Chaque vague technologique apporte de la valeur mais ne supprime pas l'expertise humaine. L'IA assiste les développeurs, améliore l'efficacité, mais ne remplace ni le jugement ni la gestion de la complexité. La demande de logiciels excède l'offre car la contrainte majeure est la réflexion nécessaire pour gérer cette complexité. Pour les dirigeants : les outils rendent-ils nos développeurs plus efficaces sur les problèmes complexes et réduisent-ils les tâches répétitives ? Le "rêve" de remplacer les développeurs, irréalisable, est un moteur d'innovation créant des outils précieux. Comment creuser des sujets à l'ère de l'IA générative. Quid du partage et la curation de ces recherches ? https://glaforge.dev/posts/2026/02/04/researching-topics-in-the-age-of-ai-rock-solid-webhooks-case-study/ Recherche initiale de l'auteur sur les webhooks en 2019, processus long et manuel. L'IA (Deep Research, Gemini, NotebookLM) facilite désormais la recherche approfondie, l'exploration de sujets et le partage des résultats. L'IA a identifié et validé des pratiques clés pour des déploiements de webhooks résilients, en grande partie les mêmes que celles trouvées précédemment par l'auteur. Génération d'artefacts par l'IA : rapport détaillé, résumé concis, illustration sketchnote, et même une présentation (slide deck). Guillaume s'interroge sur le partage public de ces rapports de recherche générés par l'IA, tout en souhaitant éviter le "AI Slop". Loi, société et organisation Le logiciel menacé par le vibe coding https://www.techbuzz.ai/articles/we-built-a-monday-com-clone-in-under-an-hour-with-ai Deux journalistes de CNBC sans expérience de code ont créé un clone fonctionnel de Monday.com en moins de 60 minutes pour 5 à 15 dollars. L'expérience valide les craintes des investisseurs qui ont provoqué une baisse de 30% des actions des entreprises SaaS. L'IA a non seulement reproduit les fonctionnalités de base mais a aussi recherché Monday.com de manière autonome pour identifier et recréer ses fonctionnalités clés. Cette technique appelée "vibe-coding" permet aux non-développeurs de construire des applications via des instructions en anglais courant. Les entreprises les plus vulnérables sont celles offrant des outils "qui se posent sur le travail" comme Atlassian, Adobe, HubSpot, Zendesk et Smartsheet. Les entreprises de cybersécurité comme CrowdStrike et Palo Alto sont considérées plus protégées grâce aux effets de réseau et aux barrières réglementaires. Les systèmes d'enregistrement comme Salesforce restent plus difficiles à répliquer en raison de leur profondeur d'intégration et de données d'entreprise. Le coût de 5 à 15 dollars par construction permet aux entreprises de prototyper plusieurs solutions personnalisées pour moins cher qu'une seule licence Monday.com. L'expérience soulève des questions sur la pérennité du marché de 5 milliards de dollars des outils de gestion de projet face à l'IA générative. Conférences En complément de l'agenda des conférences de Aurélie Vache, il y a également le site https://javaconferences.org/ (fait par Brian Vermeer) avec toutes les conférences Java à venir ! La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 12-13 février 2026 : Touraine Tech #26 - Tours (France) 12-13 février 2026 : World Artificial Intelligence Cannes Festival - Cannes (France) 19 février 2026 : ObservabilityCON on the Road - Paris (France) 6 mars 2026 : WordCamp Nice 2026 - Nice (France) 18 mars 2026 : Jupyter Workshops: AI in Jupyter: Building Extensible AI Capabilities for Interactive Computing - Saint-Maur-des-Fossés (France) 18-19 mars 2026 : Agile Niort 2026 - Niort (France) 20 mars 2026 : Atlantique Day 2026 - Nantes (France) 26 mars 2026 : Data Days Lille - Lille (France) 26-27 mars 2026 : SymfonyLive Paris 2026 - Paris (France) 26-27 mars 2026 : REACT PARIS - Paris (France) 27-29 mars 2026 : Shift - Nantes (France) 31 mars 2026 : ParisTestConf - Paris (France) 31 mars 2026-1 avril 2026 : FlowCon France 2026 - Paris (France) 1 avril 2026 : AWS Summit Paris - Paris (France) 2 avril 2026 : Pragma Cannes 2026 - Cannes (France) 2-3 avril 2026 : Xen Spring Meetup 2026 - Grenoble (France) 7 avril 2026 : PyTorch Conference Europe - Paris (France) 9-10 avril 2026 : Android Makers by droidcon 2026 - Paris (France) 9-11 avril 2026 : Drupalcamp Grenoble 2026 - Grenoble (France) 16-17 avril 2026 : MiXiT 2026 - Lyon (France) 17-18 avril 2026 : Faiseuses du Web 5 - Dinan (France) 22-24 avril 2026 : Devoxx France 2026 - Paris (France) 23-25 avril 2026 : Devoxx Greece - Athens (Greece) 6-7 mai 2026 : Devoxx UK 2026 - London (UK) 12 mai 2026 : Lead Innovation Day - Leadership Edition - Paris (France) 19 mai 2026 : La Product Conf Paris 2026 - Paris (France) 21-22 mai 2026 : Flupa UX Days 2026 - Paris (France) 22 mai 2026 : AFUP Day 2026 Lille - Lille (France) 22 mai 2026 : AFUP Day 2026 Paris - Paris (France) 22 mai 2026 : AFUP Day 2026 Bordeaux - Bordeaux (France) 22 mai 2026 : AFUP Day 2026 Lyon - Lyon (France) 28 mai 2026 : DevCon 27 : I.A. & Vibe Coding - Paris (France) 28 mai 2026 : Cloud Toulouse 2026 - Toulouse (France) 29 mai 2026 : NG Baguette Conf 2026 - Paris (France) 29 mai 2026 : Agile Tour Strasbourg 2026 - Strasbourg (France) 2-3 juin 2026 : Agile Tour Rennes 2026 - Rennes (France) 2-3 juin 2026 : OW2Con - Paris-Châtillon (France) 3 juin 2026 : IA–NA - La Rochelle (France) 5 juin 2026 : TechReady - Nantes (France) 5 juin 2026 : Fork it! - Rouen - Rouen (France) 6 juin 2026 : Polycloud - Montpellier (France) 9 juin 2026 : JFTL - Montrouge (France) 9 juin 2026 : C: - Caen (France) 11-12 juin 2026 : DevQuest Niort - Niort (France) 11-12 juin 2026 : DevLille 2026 - Lille (France) 12 juin 2026 : Tech F'Est 2026 - Nancy (France) 16 juin 2026 : Mobilis In Mobile 2026 - Nantes (France) 17-19 juin 2026 : Devoxx Poland - Krakow (Poland) 17-20 juin 2026 : VivaTech - Paris (France) 18 juin 2026 : Tech'Work - Lyon (France) 22-26 juin 2026 : Galaxy Community Conference - Clermont-Ferrand (France) 24-25 juin 2026 : Agi'Lille 2026 - Lille (France) 24-26 juin 2026 : BreizhCamp 2026 - Rennes (France) 2 juillet 2026 : Azur Tech Summer 2026 - Valbonne (France) 2-3 juillet 2026 : Sunny Tech - Montpellier (France) 3 juillet 2026 : Agile Lyon 2026 - Lyon (France) 6-8 juillet 2026 : Riviera Dev - Sophia Antipolis (France) 2 août 2026 : 4th Tech Summit on Artificial Intelligence & Robotics - Paris (France) 20-22 août 2026 : 4th Tech Summit on AI & Robotics - Paris (France) & Online 4 septembre 2026 : JUG Summer Camp 2026 - La Rochelle (France) 17-18 septembre 2026 : API Platform Conference 2026 - Lille (France) 24 septembre 2026 : PlatformCon Live Day Paris 2026 - Paris (France) 1 octobre 2026 : WAX 2026 - Marseille (France) 1-2 octobre 2026 : Volcamp - Clermont-Ferrand (France) 5-9 octobre 2026 : Devoxx Belgium - Antwerp (Belgium) Nous contacter Pour réagir à cet épisode, venez discuter sur le groupe Google https://groups.google.com/group/lescastcodeurs Contactez-nous via X/twitter https://twitter.com/lescastcodeurs ou Bluesky https://bsky.app/profile/lescastcodeurs.com Faire un crowdcast ou une crowdquestion Soutenez Les Cast Codeurs sur Patreon https://www.patreon.com/LesCastCodeurs Tous les épisodes et toutes les infos sur https://lescastcodeurs.com/

A Sam Girl Retrospective
S03E04 - "Red Sky at Morning" & "Fresh Blood"

A Sam Girl Retrospective

Play Episode Listen Later Feb 12, 2026 127:55


It's just Audree and Vic for Episode 4 of S3 of A Sam Girl Retrospective! They get right into it by discussing "Red Sky at Morning" & "Fresh Blood!" Check out the episode links for this one because there are a TON. Don't forget to check out the visuals for this episode on Instagram, drop comments of your thoughts on our takes, and rate/like and subscribe! Episode Links: Shug's Bagels The Good Place giraffe scene The best of Joey Tribiani  Supernatural Exec: "We Won't Be One Tree Hill with Monsters!" The Bela Effect Meta Analysis  The Boys Creator Talks About His Aim To Avoid "Edgelord Material For Incels"  Angel and Cordelia (Cangel) - an in-depth analysis of their relationship Buffy Meta Miss Havisham   A literal candy cane cuteness tag  Convention: Jared and Jensen's favorite dynamics in the story Women in the show   Milo and Sterling fanboy over Jared Sterling K Brown loved working on Spn  Sterling K Brown Awards and Nominations Destination X hosted by JDM TV Series: True Blood  Like/Rate/Review & Subscribe to the show on: Apple Spotify Youtube Patreon And anywhere else you listen to podcasts! Email us at: samgirlretrospectivepod@gmail.com Follow us on IG for visuals and updates. Follow us on Tiktok for clips and memes. Images from Supernatural Archive.

El gato de Turing
180 – Homelabs

El gato de Turing

Play Episode Listen Later Feb 11, 2026 100:41


En el anterior episodio hablamos largo y tendido sobre los "homelabs" o laboratorios de prueba informáticos que muchos tenemos en casa. Hemos recibido muchísimos comentarios y hoy repasamos qué tenéis cada uno en casa, y aprendemos juntos sobre muchísimas de estas herramientas. Además, os dejamos una lista de enlaces de todas estas herramientas y hardware para que podáis empezar a montar vuestra propia versión para aprender y probar cosas nuevas: Herramientas Guía de Iban para una transición a alternativas europeas Home Assistant (domótica libre) Kopia (copias de seguridad) Tailscale (VPN entre tus dispositivos, open-source con headscale) authentik (proveedor de identidad privado) immich (gestor de fotos) Komga (gestor de cómics, libros) plex (gestor multimedia de pago) Jellyfin (gestor multimedia) Omoide (gestor multimedia) TeslaMate (gestión de tu Tesla) Heimdall (landing page) Syncthing (sincronización de ficheros) Proxmox (virtualización) Adguard (bloqueo de publicidad) Pi-hole (DNS con bloqueo de publicidad u otras categorías) Unbound (DNS local) Mealie (gestor de recetas de cocina) Obsidian (gestor de notas) K3S (Kubernetes liviano) WireGuard (VPN) podman (contenedores) Docker (contenedores) Harbor (repositorio de contenedores) Verdaccio (registro NPM) Forgejo (repositorios Git) Gitea (repositorios Git) RustFS (servidor S3) cert-manager (certificados TLS en Kubernetes) step-ca (Let's Encrypt local) TrueNAS (SO para NAS) Kiwix (copia local de wikipedia y otras wikis) Prometheus (métricas y monitorización) Grafana (gráficos de métricas) ArgoCD (CI/CD) FluxCD (CI/CD) vLLM (IA generativa local compatible con API de OpenAI) Open WebUI (interfaz web para IA generativa) Hardware Switchbot (domótica) Shelly (relés y domótica) Aqara (domótica) Eve (domótica) Inels Wireless (domótica) Reolink (cámaras de seguridad) GMKtec (mini-PCs) EliteDesk (mini-PCs) QNAP (NAS) Synology (NAS) Raspberry Pi (mini-PCs) Noticias IKEA lanza 21 nuevos productos para un hogar inteligente Sánchez anuncia que España prohibirá acceder a las redes sociales a los menores de 16 años El fundador de Telegram carga contra Pedro Sánchez y alerta a España con un mensaje masivo Música del episodio Introducción: Safe and Warm in Hunter's Arms - Roller Genoa Cierre: Inspiring Course Of Life - Alex Che Puedes encontrarnos en Mastodon y apoyarnos escuchando nuestro podcast en Podimo o haciéndote fan en iVoox. Si quieres un mes gratis en iVoox Premium, haz click aquí.

Wererat Studios
S3.65 - The Chicago Table - Into the Emerald Forest

Wererat Studios

Play Episode Listen Later Feb 10, 2026 192:47


S3.65 - The Chicago Table - Into the Emerald Forest by Wererat Studios

The Tech Trek
Cloud Costs vs AI Workloads, The Storage Decisions That Decide Scale

The Tech Trek

Play Episode Listen Later Feb 9, 2026 26:26


Cloud bills are climbing, AI pipelines are exploding, and storage is quietly becoming the bottleneck nobody wants to own. Ugur Tigli, CTO at MinIO, breaks down what actually changes when AI workloads hit your infrastructure, and how teams can keep performance high without letting costs spiral. In this conversation, we get practical about object storage, S3 as the modern standard, what open source really means for security and speed, and why “cloud” is more of an operating model than a place. Key takeaways• AI multiplies data, not just compute, training and inference create more checkpoints, more versions, more storage pressure • Object storage and S3 are simplifying the persistence layer, even as the layers above it get more complex • Open source can improve security feedback loops because the community surfaces regressions fast, the real risk is running unsupported, outdated versions • Public cloud costs are often less about storage and more about variable charges like egress, many teams move data on prem to regain predictability • The bar for infrastructure teams is rising, Kubernetes, modern storage, and AI workflow literacy are becoming table stakes Timestamped highlights00:00 Why cloud and AI workloads force a fresh look at storage, operating models, and cost control 00:00 What MinIO is, and why high performance object storage sits at the center of modern data platforms 01:23 Why MinIO chose open source, and how they balance freedom with commercial reality 04:08 Open source and security, why faster feedback beats the closed source perception, plus the real risk factor 09:44 Cloud cost realities, egress, replication, and why “fixed costs” drive many teams back inside their own walls 15:04 The persistence layer is getting simpler, S3 becomes the standard, while the upper stack gets messier 18:00 Skills gap, why teams need DevOps plus AIOps thinking to run modern storage at scale 20:22 What happens to AI costs next, competition, software ecosystem maturity, and why data growth still wins A line worth keeping“Cloud is not a destination for us, it's more of an operating model.” Pro tips for builders and tech leaders• If your AI initiative is still a pilot, track egress and data movement early, that is where “surprise” costs tend to show up • Standardize around containerized deployment where possible, it reduces the gap between public and private environments, but plan for integration friction like identity and key management • Treat storage as a performance system, not a procurement line item, the right persistence layer can unblock training, inference, and downstream pipelines What's next:If you're building with AI, running data platforms, or trying to get your cloud costs under control, follow the show and subscribe so you do not miss upcoming episodes. Share this one with a teammate who owns infrastructure, data, or platform engineering.

MovieZone Live Speciál
Filmy v síti #70: Vertikální zlo, návrat King Konga a pirát Karl Urban

MovieZone Live Speciál

Play Episode Listen Later Feb 8, 2026 51:03


Filmová nabídka je v únoru poněkud slabší, ale v seriálech už se pár zajímavých věcí najde. Nový Star Trek, návrat King Konga, druhá řada úspěšné dánské krimi Kaštánek nebo česká minisérie podle románu Kateřiny Tučkové Gerta Schnirch. Taky vám poradíme, kde byste měli sledovat olympiádu, a pokusíme se vás varovat před jedním fakt pitomým trendem, který může filmovým fandům pořádně zvednout tlak.    MovieZone Live ŽIVĚ: Filmový rok 2026 ve středu 11.2. v pražské Klubovně! Lístky tady: https://goout.net/sk/moviezone-live-zive-filmovy-rok-2026/szyynfy/ A 12. března budeme v brněnském planetáriu: https://www.brnoid.cz/cs/hvezdarna-vstupenky?e=31991 FILMY Fabian Und Die Mörderische Hochzeit, 6.2., Prime Video V sevření strachu, 11.2., Netflix  Joeův univerzální výlet, 13.2., Netflix Průsek, 20.2., Netflix The Bluff, 25.2., Prime Video SERIÁLY Kaštánek, 1.2., Netflix The Coppenhagen Test, 2.2., SkyShowtime Čtyři lvice, 5.2., Netflix Star Trek: Akademie Hvězdné flotiky, 5.2.,SkyShowtime Advokát, 5.2., Netflix Salvador, 6.2., Netflix Gerta Schnirch, 8.2., HBO Max Motorvalley, 10.2., Netflix Cross S2, 11.2., Prime Ołowiane dzieci, 11.2., Netflix 56 Days, 18.2., Prime Video Noční agent S3, 19.2., Netflix The Gray House, 26.2., Prime Video Dívka, která zmizela, 26.2., SkyShowtime Monarch: Odkaz monster S2, 27.2., Apple TV+ JINÉ Man on the Run, 27.2., Prime Video MovieZone Extended Universe:  Web: https://www.moviezone.cz FB: https://www.facebook.com/moviezonecz IG: https://www.instagram.com/moviezonecz CSFD: https://www.csfd.cz/film/688751-moviezone-live-special HeroHero: https://herohero.co/moviezonelive Merch: https://www.blu-shop.cz/moviezone-merch/ Kniha Devadesátky ve filmu: https://www.xyz.cz/tituly/92360411/devadesatky-ve-filmu/ Kniha Encyklopedie sci-fi filmu: https://www.albatrosmedia.cz/tituly/92065999/encyklopedie-sci-fi-filmu/ #moviezone #moviezonecz #mzlive

Cyber Security Today
OpenClaw, MoltBot, Clawdbot - From Bad to Worse

Cyber Security Today

Play Episode Listen Later Feb 6, 2026 11:50


In this episode of Cybersecurity Today, host Jim Love discusses the latest advancements in AI-driven cyber attacks and their implications for security infrastructure. The episode covers a variety of topics, including the vulnerabilities in OpenClaw Marketplace, a rapid AI-assisted AWS attack, and data breaches linked to the Shiny Hunters group targeting Harvard and the University of Pennsylvania.  From discussing the porous architecture of AI agents to exploring how attackers exploited AWS credentials in unsecured S3 buckets, this episode sheds light on the accelerated risks posed by AI in cybersecurity. Additionally, Jim Love speaks about the critical need for proactive measures and the inadequacies in current security frameworks. Hashtag Trending would like to thank Meter for their support in bringing you this podcast. Meter delivers a complete networking stack, wired, wireless and cellular in one integrated solution that's built for performance and scale. You can find them at Meter.com/htt 00:00 Introduction and Sponsor Message 00:20 Open Clause Marketplace and AI Threats 00:46 AI Agents and Security Risks 01:09 OpenClaw's Vulnerabilities 02:06 Malicious Skills in OpenClaw 03:37 Strategies for CIOs 04:38 AWS Breach Accelerated by AI 08:27 Shiny Hunters and University Data Breaches 10:48 Conclusion and Sponsor Message

REBEL Cast
REBEL CAST – RENOVATE Trial: HFNC vs BPAP in Acute Respiratory Failure

REBEL Cast

Play Episode Listen Later Feb 5, 2026 19:11


🧭 REBEL Rundown 📌 Key Points 💨 HFNC met criteria for non-inferiority to BPAP for preventing intubation or death within 7 days in four of the five ARF subgroups.🧪 Bayesian dynamic borrowing increased power across subgroups but created variable certainty, especially in smaller groups such as COPD.🫁 The immunocompromised hypoxemia subgroup did not meet non-inferiority, leading to early trial stopping for futility.️ Rescue BPAP use, subgroup-specific exclusion criteria, and non-standardized BPAP delivery are important contextual factors that influence how subgroup results should be interpreted. Click here for Direct Download of the Podcast. 📝 Introduction Bilevel Positive Airway Pressure (BPAP) has long been a foundational modality in the management of acute respiratory failure (ARF), particularly in COPD exacerbations and cardiogenic pulmonary edema, where it can rapidly reduce work of breathing and improve gas exchange. It remains a core tool in our respiratory support arsenal.High-flow nasal cannula (HFNC), however, has expanded what we can offer patients by delivering many of the same physiologic benefits through a far more comfortable interface. With high flows, modest PEEP, and effective dead-space washout, HFNC can improve oxygenation and decrease work of breathing while preserving the ability to talk, cough, eat, and interact with staff and family. This combination of physiologic support and tolerability makes HFNC especially attractive in patients where comfort, anxiety, or cardiovascular stability are key considerations, and in settings where prolonged noninvasive support may be needed. Rather than competing with BPAP, HFNC broadens our options in ARF and allows us to better match the modality to the patient and their underlying disease process.The RENOVATE trial set out to answer a high-impact question across five distinct etiologic groups: Is HFNC non-inferior to BPAP (NIV) for preventing intubation or death in acute respiratory failure? 🧾 Paper Azoulay É, et al. High-Flow Nasal Oxygen vs Noninvasive Ventilation in Patients With Acute Respiratory Failure: The RENOVATE Randomized Clinical Trial. JAMA. 2025 PMID: 39657981 🔙Previously Covered On REBEL: HFNC: Part 1 – How It WorksHFNC: Part 2 – Adult and Pediatric IndicationsFLORALI and AVOID TrialFLORALI-2: NIV vs HFNC as Pre-Oxygenation Prior to IntubationThe Pre-AeRATE Trial – HFNC vs NC for RSI ️ What They Did CLINICAL QUESTION Is HFNC non-inferior to BPAP for rate of endotracheal intubation or death at 7 days in patients with acute respiratory failure due to a variety of causes? STUDY DESIGN Multicenter, randomized non-inferiority trial33 Brazilian hospitalsNov 2019 – Nov 2023Adaptive Bayesian hierarchical modeling with dynamic borrowingOpen label, outcome adjudicators blindedPatients were classified into 5 subgroups SUBGROUPS 1. Non-immunocompromised hypoxemiaSpO₂ < 90% on room air orPaO₂ < 60 mm Hg on room air plusIncreased respiratory effort (accessory muscle use, paradoxical breathing, thoracoabdominal asynchrony) orRespiratory rate > 25 breaths/min2. Immunocompromised hypoxemiaDefined as:Use of immunosuppressive drugs for >3 monthsOR high-dose steroids >0.5 mg/kg/dayOR solid organ transplantOR solid tumors or hematologic malignancies (past 5 years)OR HIV with AIDS / primary immunodeficiency3. COPD exacerbation with acidosisHigh clinical suspicion of COPD as primary diagnosisRR >25 with accessory muscle use, paradoxical breathing, and/or thoracoabdominal asynchronyABG: pH 454. Acute cardiogenic pulmonary edema (ACPE)Sudden onset dyspnea and rales± S3 heart soundNo evidence of aspiration, infection, or pulmonary fibrosisCXR consistent with pulmonary edema5. Hypoxemic COVID-19 (added June 2023)Added due to deviations between expected and observed outcome proportionsAny patient across the other 4 groups with PCR-confirmed SARS-CoV-2 infection in any of the above groups POPULATION Inclusion Criteria:≥18 yrs with ARF* in one of 5 pre-defined subgroups excluding COPD was defined by the following:Hypoxemia with SpO₂

Join The Journey
S5:005 Acts 2:42-47 – How students set the example for fellowship at Watermark

Join The Journey

Play Episode Listen Later Feb 3, 2026 23:19


How is fellowship really lived out at Watermark? Is there hope for the younger generation? In today's episode, Emma Dotter sits down with Watermark's Shoreline Director, Will McIlroy, to share powerful stories of genuine fellowship in action. Will highlights how Watermark students are actively living out their faith through gathering for worship, devotion to God's Word, and meaningful community with one another. This conversation offers a glimpse into what it looks like when faith is practiced together—not just taught. // ADDITIONAL VERSES MENTIONED: 1 John 1:1-4  // RESOURCES FOR FURTHER STUDY:  If you have students in 6-12 grade, check out DTown happening February 6-7, 2026: https://www.watermark.org/events/6834-dtown-2026 See what God is doing in our students' lives on Shoreline's Instagram: https://www.instagram.com/shorelinedallas/?hl=en // RELATED JOIN THE JOURNEY EPISODES:  S4:263 – Introduction to the book of Acts” (https://podcasts.apple.com/us/podcast...) S3:035 – Ecclesiastes 7 with Craig Wenning (https://podcasts.apple.com/us/podcast/s3-035-ecclesiastes-7/id1600151923?i=1000645562308)  // WHAT IS JOIN THE JOURNEY? Join The Journey is a realistic daily Bible reading plan that helps followers of Jesus at Watermark Community Church and beyond enjoy abiding in Jesus together. Join The Journey Jr. is designed to help parents guide their kids in Bible reading through interactive and age-specific lessons. In 2026, we're studying the book of Acts—one passage per week. For another year, teaching on Sunday will align with each week's passage. Then, for the next six days, we'll return to the same passage with fresh focus, exploring insights about who God is and how we can enjoy him more deeply. Monday through Saturday, we'll approach the same passage from a different perspective each day—whether observation, interpretation, prayer, or another spiritual practice—to gain a deeper understanding and appreciation for God's Word. Then, watch or listen to the video podcast to tackle the week's toughest verses and discover key historical, theological, and practical insights. Daily Bible lessons for adults: https://jointhejourney.com Daily Bible lessons for parents and families: https://jointhejourney.com/jr Weekly Bible podcast for kids: https://podcasts.apple.com/us/podcast...  // MORE RESOURCES FROM JOIN THE JOURNEY:  Digital Bible study resources: https://jointhejourney.com/resources Previous years' print curriculum: https://www.amazon.com/stores/Waterma... Contact the Join The Journey team: jointhejourney@watermark.org 

Wererat Studios
S3.64 - The Chicago Table - The Purple Cloud and the Cubic Gate

Wererat Studios

Play Episode Listen Later Feb 3, 2026 175:24


S3.64 - The Chicago Table - The Purple Cloud and the Cubic Gate by Wererat Studios

Ethics Town
The Big Update: Ethics Town S3 and more

Ethics Town

Play Episode Listen Later Jan 30, 2026 5:57


We've got it all! S3 update, social media "re-brand", new shows, timeline, and what's next.TRANSCRIPT: https://docs.google.com/document/d/12KStP4jwaBGfvcKsjFxDWjHtsVWyW0JCOrTeY1mZtrA/edit?usp=sharingFollow us @EthicsTownProd for updates.InstagramTikTokBlueskyYouTubeTumblrTwitter is so beyond dead to me, but I will be posting exclusively episode announcements there once S3 is completed.Visit our website: https://ethicstown.weebly.com/Support us on Ko-fi: https://ko-fi.com/ethicstown

AWS for Software Companies Podcast
Ep190: The Future of Commerce Automation: How Fabric is Transforming Retail Operations

AWS for Software Companies Podcast

Play Episode Listen Later Jan 26, 2026 17:59


Fabric CTO Ankush Goyal reveals how AI Search is transforming commerce discovery and why merchants need AI agents to compete effectively.Topics Include:Fabric builds AI agents for commerce, solving merchant visibility challengesCommerce shifting due to AI Search channels and smaller retail teamsProduct Agent monitors and improves product visibility across AI channelsPetMeds uses Fabric to optimize AI Search and automate SKU onboardingFabric evolved from commerce platform company to AI agent solutionsAgentic and generative AI work together to optimize product catalogsFabric uses AWS EKS, Bedrock, S3, and Nova models heavilyAWS partnership connects Fabric with industry leaders and growth opportunitiesAWS services enable reliable, cost-effective, and performant enterprise AI agentsPrototyping agents is easy, but enterprise-grade reliability is extremely challengingFour key learnings: workflow reliability, context engineering, cost effectiveness, feedback loopsCTOs should define agent goals, guardrails, context, and evaluations earlyLong-running workflow durability and snapshots prevent costly repeated work failuresFuture innovations focus on specialized models, retrieval frameworks, automated evaluationsMerchants can evaluate AI Search performance at fabric.inc or LinkedInParticipants:Ankush Goyal – Chief Technology Officer, FabricSee how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/

Borgcast Galactica
BabylOrg 5 1.16- Bob Candlegees

Borgcast Galactica

Play Episode Listen Later Jan 24, 2026 65:07


Anne-Marie and Peter continue their journey through Babylon 5 S1 covering Grail. The Babylon 5 theme was written by Christopher Franke. All music included is for illustrative purposes only, and no copyright infringement is intended. The artwork for BablyOrg 5 was by Quinn Organ. On Tuesday 3rd Feb the Orgs look at Eyes. Over on their Borgcast feed, on Wednesday the 28th, they cover Strange New World's S3's Wedding Bell Blues. Feel free to send your thoughts in (just keep the feedback to less than 5 minutes please). Borgcast@gmail.com

Girls Gotta Eat
The Snack: Beckham Drama, Divorce News, and Tell Me Lies

Girls Gotta Eat

Play Episode Listen Later Jan 22, 2026 54:13


Welcome back to The Snack – a lighter serving of Girls Gotta Eat. This week, we're talking about: Kristi and Desmond Scott's divorce and scandal Kyle and Amanda from Summer House divorce announcement Brooklyn Beckham airing his family's dirty laundry  Breaking down the 2016 trend and reminiscing  Tell Me Lies – review of S3 so far and the real life couples on the show Headlines: Euphoria trailer breaks records, Indiana University wins football championship, Luda pulls out of MAGA Fest  Follow us on Instagram @girlsgottaeatpodcast, Ashley @ashhess, and Rayna @rayna.greenberg. Visit girlsgottaeat.com for more. Thank you to Shopify: If 2026 is your year, go to shopify.com/gge and make your move. Download the Kitchen Sink app here.

Spanish Loops
S3, Ep : 24. Paradores of Spain: Sleeping in History, Chasing the Eclipse

Spanish Loops

Play Episode Listen Later Jan 21, 2026 37:25


S3, Ep : 24. Paradores of Spain: Sleeping in History, Chasing the EclipseIn this new episode of Spanish Loops, we travel through one of Spain's most unique and quietly ambitious success stories: Paradores de Turismo. More than just a hotel chain, Paradores is a living idea: one born from the need to protect Spain's historical heritage while opening the country to travelers in a thoughtful, dignified way.The concept emerged in the early 20th century, when Spain realized that its castles, monasteries, palaces, and fortresses could have a second life. Instead of becoming ruins or museums frozen in time, they could welcome guests. The very first Parador opened in 1928 in the Sierra de Gredos, setting the tone for a model that blended hospitality, preservation, and national identity. From that moment on, sleeping in history became part of the journey.But Paradores are not just about beautiful rooms with thick stone walls and dramatic views. Over the decades, they have played a key role in boosting local economies, supporting rural areas, creating stable jobs, and protecting regional traditions. Their kitchens became ambassadors of local gastronomy,turning traditional recipes into something to be proud of, refined without losing their soul. Staying in a Parador often means tasting the region as much as seeing it.Today, Paradores stand as a symbol of Spain's public hospitality model: elegant, rooted in history, and deeply connected to place. They represent a national style of hostelry that many countries admire and few have managed to replicate. And in this episode, there is a big surprise.Jorge reveals a project he has been carefully developing for over a year: an extraordinary 2027 eclipse tour. During the longest total solar eclipse visible on Earth in the next 200 years, Ceuta (Spanish territory in Africa) will sit right at the center of the path of totality. We'll experience the eclipse fromthe Parador of Ceuta, with the rest of the journey unfolding in Southern Spain near Málaga and finishing in the historic city of Cádiz.It will be summer, but don't be fooled by the heat. We'll be by the water constantly and the Mediterranean and Atlantic breeze cools the temperature down. And yes, we'll cross the Strait of Gibraltar by helicopter. (There is an option B, just in case.)Seats are limited. If you want to be part of this once-in-a-lifetime experience, write directly to Jorge at travelingwithjorge.web@gmail.com and get on the list.History, travel, and the sky itself. This episode brings it all together!

Screaming in the Cloud
Solving the 20-Year S3 File System Problem with Hunter Leath

Screaming in the Cloud

Play Episode Listen Later Jan 20, 2026 31:43


Hunter Leath, CEO of Archil, spent 8 years building Amazon's EFS file storage system, learning exactly why making cloud storage act like a hard drive always fails. Old programs need hard drives, but cloud storage doesn't work like hard drives—a problem that's existed for 20 years.Now Hunter's building Archil, which puts super-fast storage between programs and S3 so they can finally work together. Your programs think they're talking to a regular disk while your data lives safely in the cloud.Hunter explains how they're doing what others couldn't, why it costs less than Amazon's own solutions, and why file systems suddenly matter again in the AI era.Show Highlights:(01:37) What Archil Does and Why It Exists(02:26) Why Mounting S3 as a File System Has Always Failed(03:07) What Building EFS Taught Hunter(06:55) Using Fast SSDs as a Cache Layer for S3(09:45) Attaching Archil to Your Existing S3 Buckets(15:08) Why Archil Costs Less Than EBS When You Do the Math(17:56) What Happens If Amazon Builds This Feature(19:20) Competing With EBS Performance on GP3 Volumes(21:43) Raising $6.7 Million Without an AI Pitch(23:46) What Customers Get Wrong About Archil(28:07) Accessing Data Stored in Glacier Deep Archive(29:24) The Plan to Get Into the Linux Kernel (30:51) Where to Find HunterAbout Hunter Leath: Hunter is the founder and CEO of Archil, which transforms S3 buckets into infinite, local file systems that provide instant access to massive data sets. Prior to Archill, Hunter spent the last ten years in the cloud storage industry, including 8 years building Amazon's Elastic File System product and one year on Netflix's core storage team.Links:Hunter Leath on LinkedIn: https://www.linkedin.com/in/hleath/Hunter Leath on X: https://x.com/jhleath/Archil's Website: https://archil.comSponsored by: duckbillhq.com

Chicks in the Office
Harry Styles New Album! Tell Me Lies Recap + Spencer House 'Wrigley' Interview

Chicks in the Office

Play Episode Listen Later Jan 16, 2026 145:52


SPRING TOUR TICKETS > www.barstoolsports.com/events/bestshowonearthtour. Noah's 'The Book of Mormon' Broadway review (00:00-20:03). Harry Styles announces new album! (21:11-36:03). ‘Marty Supreme' originally had a vampire ending (36:04-42:41). ‘Euphoria' S3 trailer released (42:42-49:43). Jacob Elordi & Olivia Jade spotted out together (49:44-55:24). Pete Davidson launching Netflix podcast + Alix Earle launches new YouTube show (55:25-1:10:26). ‘The Real Housewives: Ultimate Road Trip: Roaring 20th' cast revealed (1:10:25-1:13:28). ‘Tell Me Lies' S3 E 1-3 recap (1:13:29-1:32:15). Interview with ‘Tell Me Lies' Spencer House - talking season 3, how he got cast + more! (1:33:16-2:04:27). Beat Ria & Fran game 203 with Kristie & Jeneé (2:04:28-2:25:52). CITO LINKS > barstool.link/chicks-in-the-office.You can find every episode of this show on Apple Podcasts, Spotify or YouTube. Prime Members can listen ad-free on Amazon Music. For more, visit barstool.link/chicks-in-the-office

Wererat Studios
S3.63 - The Chicago Table - Storm the Bridge

Wererat Studios

Play Episode Listen Later Jan 14, 2026 154:22


S3.63 - The Chicago Table - Storm the Bridge by Wererat Studios

Screaming in the Cloud
Engineering Around Extreme S3 Scale with R. Tyler Croy

Screaming in the Cloud

Play Episode Listen Later Jan 13, 2026 33:39


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

Borgcast Galactica
BabylOrg 5 1.15- Diamonds in the sh1t

Borgcast Galactica

Play Episode Listen Later Jan 10, 2026 75:24


Anne-Marie and Peter continue their journey through Babylon 5 S1 covering TKO. The Babylon 5 theme was written by Christopher Franke. All music included is for illustrative purposes only, and no copyright infringement is intended. The artwork for BablyOrg 5 was by Quinn Organ. On 22ND the Orgs look at Grail. Over on their Borgcast feed, on the 15th, they cover Strange New World's S3's Hegemony part 2. Feel free to send your thoughts in (just keep the feedback to less than 5 minutes please). Borgcast@gmail.com  

Quarks Science Cops
Sinupret, Gelomyrtol, ACC Akut: Die Akte Erkältungsmittel Teil 2

Quarks Science Cops

Play Episode Listen Later Jan 10, 2026 69:54


Nase zu, Geldbeutel auf! Bei Erkältung landet oft irgendwas aus der Apotheke im Einkaufskorb. Aber können Erkältungsmittel wie Gelomyrtol, ACC-Akut, Sinupret oder Dolo-Dobendan die Erkältung wirklich bekämpfen? Oder haben wir es hier hauptsächlich mit dem Placeboeffekt zu tun? Ein Blick in die Studienlage zeigt: Für viele Mittel ist die wissenschaftliche Evidenz überraschend dünn. Falls ihr in dieser Folge Umckaloabo, Meditonsin, Aspirin Complex und Wick MediNait vermisst – die haben wir uns in Folge #48 angeschaut: https://www.quarks.de/podcast/quarks-science-cops-folge-48-erkaeltungsmittel-wissenschaft-oder-kruemeltee/ Aus der Quarks-Redaktion empfehlen wir den Quarks-Podcast Mal Angenommen. Erste Folge: Mal angenommen, Deutschland wäre jung. Den gibt's hier: https://1.ard.de/quarks_mal_angenommen_audiothek und hier: https://1.ard.de/quarks_mal_angenommen_spotify Hier sind unsere wichtigsten Quellen für diese Folge (alle findet ihr auf https://www.quarks.de/podcast/erkaeltungsmittel-2-quarks-science-cops): Cardot, J.-M. et al.: Validated correlation of mass loss and drug release [...] cetylpyridinium chloride (CPC) and benzocaine (1.4 mg/10 mg) lozenges […] (Journal of Drug Delivery Science and Technology, 2022) https://www.sciencedirect.com/science/article/pii/S177322472200733X Jund, R. et al. Clinical efficacy of a dry extract of five herbal drugs in acute viral rhinosinusitis (Rhinology, 2012) https://www.rhinologyjournal.com/Rhinology_issues/1120.pdf S3-Leitlinie der DEGAM für Halsschmerzen von 2020 (aktuellste Fassung, wird aktuell überarbeitet) https://register.awmf.org/assets/guidelines/053-010l-S3_Halsschmerzen_2021-12-abgelaufen.pdf Jund, R. et al.: Herbal drug BNO 1016 is safe and effective in the treatment of acute viral rhinosinusitis. (Acta Oto-Laryngologica, 2014) https://pubmed.ncbi.nlm.nih.gov/25496178/ Gillissen, A. et al.: A Multi-centre, Randomised, Double-blind, Placebo-controlled Clinical Trial on the Efficacy and Tolerability of GeloMyrtol® forte in Acute Bronchitis (Drug Research, 2013) https://www.thieme-connect.de/products/ejournals/abstract/10.1055/s-0032-1331182 S3-Leitlinie DEGAM Akuter und chronischer Husten 2021 https://register.awmf.org/assets/guidelines/053-013l_S3_akuter-und-chronischer-Husten_2025-11.pdf Sheffner, A. L.: The Reduction in vitro in viscosity of mucoprotein solutions by a new mucolytic agent, N-Acetyl-Cysteine (Annals oft he New York Academy of Sciences, 1963) https://nyaspubs.onlinelibrary.wiley.com/doi/epdf/10.1111/j.1749-6632.1963.tb16647.x Video- und Ton-Ausschnitte, die in dieser Episode verwendet wurden: Werbespot GeloMyrtol® forte https://www.youtube.com/watch?v=HABJPkjpQVk Werbespot ACC https://www.youtube.com/watch?v=5IYpoJc1MCk Werbespot ACC Akut mit Iris Berben https://www.youtube.com/watch?v=DYow3EZLIDQ Werbespot Dolo Dobendan https://www.facebook.com/DobendanDeutschland/videos/1945925302566218 Werbespot Sinupret eXtract https://www.youtube.com/watch?v=UYyKfa2rx2w Donald Trump speech from 2024 election night https://www.youtube.com/watch?v=vPOdsmGXUAM Von Maximilian Doeckel und Jonathan Focke.

El Garaje Hermético de Máximo Sant
Guía de compra 2026: ¡CORRE!

El Garaje Hermético de Máximo Sant

Play Episode Listen Later Jan 6, 2026 17:51


Este podcast es, básicamente, vuestra carta a los Reyes Magos anticipada. En el mundo de los aficionados al motor, a menudo nos atormenta una pregunta: "¿He llegado tarde?". Vemos las subastas millonarias, vemos cómo se disparan los precios de los GTI de los 80 y pensamos que todo lo que tiene alma ya es inaccesible. Pero eso es un error. El mercado es un organismo vivo y nunca duerme. Lo que hoy consideramos un "coche viejo" de quinta mano, mañana será una pieza de colección. Pasó con los japoneses de los 90, pasó con los BMW pre-Bangle y está pasando ahora mismo delante de tus narices con los coches que vamos a analizar hoy. En esta guía de inversión 2025 bajamos al mundo real. Nada de Paganis ni coches de museo. Hemos seleccionado 10 joyas ocultas que la mayoría ignora, pero que reúnen los ingredientes sagrados para revalorizarse: tacto analógico, cambios manuales y carácter. Aquí tienes la lista ordenada por presupuesto, desde la opción más accesible hasta la inversión seria: 1. Mazda MX-5 (NB) 1.8 Sport (7.000 € - 11.000 €) Olvídate del básico. La inversión está en el motor 1.8 de 146 CV, caja de 6 velocidades y, lo más importante: el Diferencial Autoblocante Torsen. Es la escuela de conducción perfecta y su configuración de motor atmosférico y peso pluma está en peligro de extinción. 2. Audi TT Mk1 1.8T Quattro 225 CV (8.000 € - 12.000 €) La Bauhaus con Turbo. Un icono de diseño con una calidad interior que humilla a los coches modernos. La clave es buscar la unidad de 225 CV (mismo motor que el S3, turbo K04) y tracción Quattro. Si encuentras uno con tapicería "Mocassin", no lo dejes escapar. 3. Toyota MR2 W30 (8.000 € - 13.000 €) El "Lotus Elise" japonés. Un incomprendido genial con motor central-trasero y menos de 1.000 kg. Fracasó por no tener maletero, pero hoy es un juguete puro. Busca unidades post-2003 para evitar problemas de precatalizadores. 4. Renault Clio Sport 182 (9.000 € - 14.000 €) El último samurái de los compactos. Motor 2.0 atmosférico rabioso y un chasis vivo que se insinúa. El "Santo Grial" es la unidad con "Chassis Cup" o Pack Racing y asientos Recaro. Incómodo, ruidoso y maravilloso. 5. BMW E46 330Ci (10.000 € - 16.000 €) El M3 del hombre sensato. El motor M54B30 (3.0 litros, 6 cilindros, 231 CV) es pura seda y fiabilidad. Es el equilibrio perfecto. Imprescindible manual y carrocería Coupé. El último BMW clásico antes de la digitalización total. 6. Honda Civic Type R EP3 (11.000 € - 17.000 €) No te dejes engañar por su forma de monovolumen. Esconde el motor K20A2, uno de los mejores 4 cilindros de la historia, capaz de aullar a 8.000 vueltas. Encontrar una unidad de estricta serie es cada vez más difícil, y eso se paga. 7. Alfa Romeo GTV (916) 3.0 V6 24v (12.000 € - 18.000 €) "La macchina più bella". Aunque sea tracción delantera, su eje trasero direccional y, sobre todo, el motor V6 "Busso", lo convierten en arte. Posiblemente el mejor sonido V6 de la historia. 8. Mercedes-Benz CLK 55 AMG W208 (15.000 € - 22.000 €) El "tapado" de la lista. Parece el coche de un jubilado, pero bajo el capó lleva un V8 atmosférico de 5.4 litros y 347 CV. Un muscle car fabricado en Stuttgart que ha tocado suelo en su depreciación. 9. Porsche Boxster S 986 (16.000 € - 22.000 €) El coche que salvó a Porsche. Dinámicamente más equilibrado que el 911 gracias a su motor central. Busca el "S" (3.2 litros, 252 CV) manual. No dejes que el pánico al IMS te frene; la mayoría ya están solucionados. 10. Ford Focus RS Mk1 (22.000 € - 30.000 €) El unicornio. Solo 4.501 unidades fabricadas. Un coche de homologación con diferencial autoblocante Quaife que tira hacia el interior de las curvas con violencia. Su curva de valor es vertical: es el caballo ganador absoluto. Conclusión: Invertir en estos coches no es especular, es comprar "valor" para disfrutarlo. El mercado pagará caro mañana lo que hoy te hace sonreír al volante. Y recuerda la regla de oro: compra siempre la mejor unidad que puedas permitirte, porque aquí lo barato sale muy caro.

Wererat Studios
S3.62 - The Chicago Table - Ghosts of Home

Wererat Studios

Play Episode Listen Later Dec 31, 2025 145:21


S3.62 - The Chicago Table - Ghosts of Home by Wererat Studios

A Sam Girl Retrospective
S3 Announcements, Previews, and Future Patreon Updates!

A Sam Girl Retrospective

Play Episode Listen Later Dec 20, 2025 6:50


To celebrate the holidays, here's a few exciting updates about A Sam Girl Retrospective Season 3, Patreon, and plans for the future of the Pod! Check out the full S3 release schedule on our Instagram. Like/Rate/Review & Subscribe to the show on: Apple Spotify Youtube Patreon And anywhere else you listen to podcasts! Email us at: samgirlretrospectivepod@gmail.com Follow us on IG for visuals and updates. Follow us on Tiktok for clips and memes. Images from Supernatural Archive.  

DIVIDE IT WITH GILL
ALL I THINK ABOUT IS HEATED RIVALRY

DIVIDE IT WITH GILL

Play Episode Listen Later Dec 17, 2025 18:30


LAST EP OF THE SZN AND THE YEAR!! In this weeks episode.. I discuss the latest tv/film updates, events I've been too and divide It moments! -Tell me lies S3 release date-Jonas Brothers Christmas movie -Camp Rock 3 teaser-Artful dodger Trailer s2 -Rivals first look -Paradise s2 teaser -People we meet on vacation trailer -Bridgerton first look photos+ 12 days of bridgerton -Emily in Paris trailer -Stranger things Vol 1+Vol 2 trailer-A24's The Drama teaser -Tubi's How to lose a popularity contest -Tell me Softly Prime video-Heated Rivalry Follow Divideit: IG: https://www.instagram.com/divideitwithgill/Tiktok: https://www.tiktok.com/@divideitwithgill?lang=en

Wererat Studios
S3.61 - The Chicago Table - Guilty

Wererat Studios

Play Episode Listen Later Dec 17, 2025 135:31


S3.61 - The Chicago Table - Guilty by Wererat Studios

Cloud Security Podcast
Why Backups Aren't Enough & Identity Recovery is Key against Ransomware

Cloud Security Podcast

Play Episode Listen Later Dec 16, 2025 37:01


Think your cloud backups will save you from a ransomware attack? Think again. In this episode, Matt Castriotta (Field CTO at Rubrik) explains why the traditional "I have backups" mindset is dangerous. He distinguishes between Disaster Recovery (business continuity for operational errors) and Cyber Resilience (recovering from a malicious attack where data and identity are untrusted) .Matt speaks about the "dirty secrets" of cloud-native recovery, explaining why S3 versioning and replication are not valid cyber recovery strategies . The conversation shifts to the critical, often overlooked aspect of Identity Recovery. If your Active Directory or Entra ID is compromised, it's "ground zero” and you can't access anything. Matt argues that identity must be treated as the new perimeter and backed up just like any other critical data source .We also explore the impact of AI agents on data integrity, how do you "rewind" an AI agent that hallucinated and corrupted your data? Plus, practical advice on DORA compliance, multi-cloud resiliency, and the "people and process" side of surviving a breach.Guest Socials - ⁠Matt's LinkedinPodcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you want to watch videos of this LIVE STREAMED episode and past episodes - Check out our other Cloud Security Social Channels:-⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Podcast- Youtube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Newsletter ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you are interested in AI Cybersecurity, you can check out our sister podcast -⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ AI Security Podcast⁠Questions:(00:00) Introduction(02:20) Who is Matt Castriotta?(03:20) Defining Cyber Resilience: The Ability to Say "No" to Ransomware(05:00) Why "I Have Backups" is Not Enough(06:45) The Difference Between Disaster Recovery and Cyber Recovery(10:20) Cloud Native Risks: Versioning and Replication Are Not Backups(12:50) DORA Compliance: Multi-Cloud Resiliency & Egress Costs(15:10) The "Shared Responsibility Model" Trap in Cloud(17:45) Identity is the New Perimeter: Why You Must Back It Up(22:30) Identity Recovery: Can You Restore Your Active Directory in Minutes?(25:40) AI and Data: The New "Oil" and "Crown Jewels"(27:20) Rubrik Agent Cloud: Rewinding AI Agent Actions(29:40) Top 3 Priorities for a 2026 Resiliency Program(33:10) Fun Questions: Guitar, Family, and Italian Food

Transit Tangents
Seattle - Federal Way Link Extension Opens!

Transit Tangents

Play Episode Listen Later Dec 16, 2025 24:04 Transcription Available


We unpack Seattle's latest transit surge, from the Federal Way light rail extension to the cross‑lake Two Line testing across the Lake Washington Floating Bridge. We close with the express‑lane BRT buildout and how highway stitches, feeder routes, and frequent service can reshape daily trips.• Federal Way extension scope, stations, and timeline• Federal Way retail core and TOD potential toward Tacoma• Pros and cons of building along I‑5• Cross‑lake Two Line testing on the floating bridge• Mercer Island median station and highway stitches• Judkins Park station access and trail links• Combined four‑minute headways on the shared trunk• Reliability risks with limited bypasses• Ridership growth and network effects• BRT S1, S2, S3 using express lanes and median platforms• Service spans and 10–15 minute headways• Feeder buses and suburban connectivity• Using highway ROW to accelerate deliveryIf you enjoyed this episode, please feel free to support us in any way that you can. The biggest and best way that you can do that is by liking and subscribing to the channel, sharing these videos with your friends, family, bus drivers, train drivers, whoever you think is going to enjoy them. We also have our merch store where you can buy t‑shirts and hats and a couple other things, as well as utilizing our Buy Me a Coffee link or joining our Patreon where we try to get episodes out earlySend us a textSupport the show

Talking Sons: A Dungeons and Daddies Fancast
S3 Ep 37, 38, 39 – Season 3 Finale Triplesode

Talking Sons: A Dungeons and Daddies Fancast

Play Episode Listen Later Dec 10, 2025 71:50


In our most self-indulgent episode yet, we reflect on the last 3 episodes of season 3 and S3 as a whole.

Wererat Studios
S3.60 - The Chicago Table - Eying Fomorians

Wererat Studios

Play Episode Listen Later Dec 9, 2025 171:00


S3.60 - The Chicago Table - Eying Fomorians by Wererat Studios

Analytic Dreamz: Notorious Mass Effect
"HAZBIN HOTEL: SEASON TWO (ORIGINAL SOUNDTRACK)"

Analytic Dreamz: Notorious Mass Effect

Play Episode Listen Later Dec 6, 2025 11:11


Linktree: ⁠https://linktr.ee/Analytic⁠Join The Normandy For Additional Bonus Audio And Visual Content For All Things Nme+! Join Here: ⁠https://ow.ly/msoH50WCu0K⁠Dive into Segment of Notorious Mass Effect with Analytic Dreamz for the complete ultra-compact breakdown of Hazbin Hotel Season 2—soundtrack, story, critical reception, sales, and Season 3 setup.Analytic Dreamz unpacks the explosive 20-track soundtrack (Nov 19, 2025, Atlantic/A24) by Sam Haft & Andrew Underberg: pop-jazz-rock anthems featuring Erika Henningsen, Christian Borle, Alex Brightman, Jessica Vosk, Jeremy Jordan, Darren Criss, and more. Fan faves like "Gravity" (Vosk/Brightman vocal powerhouse), "VOX POPULI" (Jordan/Borle media satire), and "Losin' Streak" (Blake Roman bop) drive 125M+ global streams in 2 weeks (70% Spotify/Apple), outpacing S1 by 30%. Debut #70 Billboard 200 (13K units), Week 2 #8 Top 10 breakthrough; 35K+ TikTok/IG creates fuel 15% weekly growth; physicals (5 vinyls, CD, cassette) sold out via merch bundles.Story arc (Oct 29–Nov 19, 8 eps on Prime Video): Charlie rebuilds post-Extermination, battles Vox's Heaven-infiltrating weapon & Vees' smear campaign. Alastor breaks Vox deal; Angel Dust's hypnosis betrayal leads to Husk uncertainty & Vees return; Heaven/Hell unite vs. explosion. Emotional peaks: Lilith's call to Charlie. Critics rave (ScreenRant: "outdoes S1 emotional resonance"; Radio Times: "fluid soundtrack"; Album of the Year 78/100; ComicBook.com: Heaven/Hell insights)—despite minor rushed fusions.S3 tease: Haft's "different vibe" with fan duets (Alastor/Charlie, Lucifer/Lute), non-singers debut, Lilith focus, Morningstar arcs; music done, 2026 window. Full tracklist, stats verified—Hazbin's raunchier, deeper musical Hellaverse evolution. Notorious Mass Effect, powered by Analytic Dreamz.Support this podcast at — https://redcircle.com/analytic-dreamz-notorious-mass-effect/donationsPrivacy & Opt-Out: https://redcircle.com/privacy

Cloud Security Podcast
SIEM vs. Data Lake: Why We Ditched Traditional Logging?

Cloud Security Podcast

Play Episode Listen Later Dec 2, 2025 46:53


In this episode, Cliff Crosland, CEO & co-founder of Scanner.dev, shares his candid journey of trying (and initially failing) to build an in-house security data lake to replace an expensive traditional SIEM.Cliff explains the economic breaking point where scaling a SIEM became "more expensive than the entire budget for the engineering team". He details the technical challenges of moving terabytes of logs to S3 and the painful realization that querying them with Amazon Athena was slow and costly for security use cases .This episode is a deep dive into the evolution of logging architecture, from SQL-based legacy tools to the modern "messy" data lake that embraces full-text search on unstructured data. We discuss the "data engineering lift" required to build your own, the promise (and limitations) of Amazon Security Lake, and how AI agents are starting to automate detection engineering and schema management.Guest Socials -⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cliff's Linkedin Podcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you want to watch videos of this LIVE STREAMED episode and past episodes - Check out our other Cloud Security Social Channels:-⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Podcast- Youtube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Newsletter ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you are interested in AI Cybersecurity, you can check out our sister podcast -⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ AI Security Podcast⁠Questions asked:(00:00) Introduction(02:25) Who is Cliff Crosford?(03:00) Why Teams Are Switching from SIEMs to Data Lakes(06:00) The "Black Hole" of S3 Logs: Cliff's First Failed Data Lake(07:30) The Engineering Lift: Do You Need a Data Engineer to Build a Lake?(11:00) Why Amazon Athena Failed for Security Investigations(14:20) The Danger of Dropping Logs to Save Costs(17:00) Misconceptions About Building Your Own Data Lake(19:00) The Evolution of Logging: From SQL to Full-Text Search(21:30) Is Amazon Security Lake the Answer? (OCSF & Custom Logs)(24:40) The Nightmare of Log Normalization & Custom Schemas(28:00) Why Future Tools Must Embrace "Messy" Logs(29:55) How AI Agents Are Automating Detection Engineering(35:45) Using AI to Monitor Schema Changes at Scale(39:45) Build vs. Buy: Does Your Security Team Need Data Engineers?(43:15) Fun Questions: Physics Simulations & Pumpkin Pie

Beyond The Horizon
Mega Edition: The Prosecution And The Attempt To Save Their Case With Expert Testimony (11/30/25)

Beyond The Horizon

Play Episode Listen Later Nov 30, 2025 22:30 Transcription Available


In a filing to Judge Subramanian in United States v. Combs, S3 24 Cr. 542 (AS), the Government requests permission to admit limited additional testimony from expert witness Dr. Dawn Hughes. This request comes in response to what prosecutors describe as "forceful and repeated" arguments made by the defense during their cross-examination of the witness known as Mia. The defense, the Government argues, presented misleading implications about Mia's behavior and credibility—specifically regarding how victims of abuse are expected to act. Prosecutors contend that this line of questioning has "opened the door" for rebuttal testimony addressing misconceptions about trauma responses.The Government seeks to have Dr. Hughes offer expert insight drawn from her original notice, focused solely on clarifying how victims of abuse often exhibit behaviors that may seem counterintuitive to jurors unfamiliar with trauma psychology—such as delayed reporting, continued contact with abusers, or minimized disclosure. This testimony, they assert, is necessary to correct the jury's potential misinterpretation created by the defense's narrative. The request is framed as narrow in scope and designed not to go beyond the boundaries previously set by the Court, but rather to preserve the integrity of the witness's testimony in light of the defense's strategy.to contact me:bobbycapucci@protonmail.comsource:gov.uscourts.nysd.628425.376.0_1.pdf

BSD Now
639: Reproducible Builds

BSD Now

Play Episode Listen Later Nov 27, 2025 60:14


Reproducible builds, Highly available ZFS Pools, Self Hosting on a Framework Laptop, and more... NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines FreeBSD now builds reproducibly and without root privilege (https://freebsdfoundation.org/blog/freebsd-now-builds-reproducibly-and-without-root-privilege) How to Set Up a Highly Available ZFS Pool Using Mirroring and iSCSI (https://klarasystems.com/articles/highly-available-zfs-pool-setup-with-iscsi-mirroring?utm_source=BSD%20Now&utm_medium=Podcast) News Roundup Self hosting 10TB in S3 on a framework laptop + disks (https://jamesoclaire.com/2025/10/05/self-hosting-10tb-in-s3-on-a-framework-laptop-disks/) Crucial FreeBSD Toolkit (https://vermaden.wordpress.com/2025/07/08/crucial-freebsd-toolkit/) Some notes on OpenZFS's 'written' dataset property (https://utcc.utoronto.ca/~cks/space/blog/solaris/ZFSSnapshotWrittenProperty) vi improvements on Dragonfly (https://www.dragonflydigest.com/2025/10/28/vi-improvements) Big news for small /usr partitions (https://undeadly.org/cgi?action=article;sid=20251112121631) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Patrick - Feedback (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/639/feedback/patrick%20-%20notes.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

The Pure Report
Accelerating Enterprise AI Inference with Pure KVA

The Pure Report

Play Episode Listen Later Nov 25, 2025 29:38


In this episode, we sit down with Solution Architect Robert Alvarez to discuss the technology behind Pure Key-Value Accelerator (KVA) and its role in accelerating AI inference. Pure KVA is a protocol-agnostic, key-value caching solution that, when combined with FlashBlade data storage, dramatically improves GPU efficiency and consistency in AI environments. Robert—whose background includes time as a Santa Clara University professor, NASA Solution Architect, and work at CERN—explains how this innovation is essential for serving an entire fleet of AI workloads, including modern agentic or chatbot interfaces. Robert dives into the massive growth of the AI Inference market, driven by the need for near real-time processing and low-latency AI applications. This trend makes the need for a solution like Pure KVA critical. He details how KVA removes the bottleneck of GPU memory and shares compelling benchmark results: up to twenty times faster inference with NFS and six times faster with S3, all over standard Ethernet. These performance gains are key to helping enterprises scale more efficiently and reduce overall GPU costs. Beyond the technical deep dive, the episode explores the origin of the KVA idea, the unique Pure IP that enables it, and future integrations like Dynamo and the partnership with Comet for LLM observability. In the popular “Hot Takes” segment, Robert offers his perspective on blind spots IT leaders might have in managing AI data and shares advice for his younger self on the future of the data management space. To learn more about Pure KVA, visit purestorage.com/launch. Check out the new Pure Storage digital customer community to join the conversation with peers and Pure experts: https://purecommunity.purestorage.com/ 00:00 Intro and Welcome 02:21 Background on Our Guest 06:57 Stat of the Episode on AI Inferencing Spend 09:10 Why AI Inference is Difficult at Scale 11:00 How KV Cache Acceleration Works 14:50 Key Partnerships Using KVA 20:28 Hot Takes Segment

Rosecast | 'Bachelor' Recaps with Rim and AB
"A Dud Season" | 'The Golden Bachelor' S2 E5

Rosecast | 'Bachelor' Recaps with Rim and AB

Play Episode Listen Later Oct 17, 2025 48:08


We'll say it: This season pales in comparison to the original ‘Golden Bachelor'. We dig into why that is. Plus: Does Mel respect baseball? Thanks for listening. (Timestamps below)