Podcasts about backend

In a recent episode of the award-winning Consumer Finance Monitor podcast, Alan Kaplinsky was joined by Nick Bourke, Kate Griffin, and Ballard Spahr partner Joseph Schuster to discuss a groundbreaking new report from the Aspen Institute Financial Security Program: United We Stand: A National Strategy to Prevent Scams. The episode builds on Nick and Kate's prior appearance on the podcast last July, when the report was still in development. Now finalized, the report offers one of the most comprehensive frameworks to date for addressing what has become a systemic threat to American households and the broader financial system. The Scope of the Problem: A Systemic Threat Frauds and scams are no longer isolated consumer protection issues. According to the report, U.S. households are losing an estimated $196 billion annually to scams — roughly $1 billion every couple of days. One in five American adults reports having lost money to an online scam. As Nick Bourke explained, today's scams are: ·                 Technology-enabled ·                 Highly organized and industrialized ·                 Often operated by transnational criminal organizations ·                 Accelerating due to AI and faster payment systems The so-called scam "lifecycle" includes four stages: 1.     Lead – Hooking the victim 2.     Deceive – Building trust (often through impersonation or relationship-building) 3.     Bleed – Extracting funds 4.     Clean – Laundering proceeds, often through cryptocurrency or offshore channels Different sectors see only fragments of this lifecycle; social media platforms may see the "lead," financial institutions the "bleed," and law enforcement the "clean." That fragmentation allows criminals to scale operations while defenders remain siloed. Why Scams Are Rising Despite Heavy Investment As Kate Griffin noted, industry and government are investing heavily in prevention. Yet scams continue to grow. Why? ·                 Fragmentation across sectors: No single actor sees the entire attack sequence. ·                 Outdated reporting infrastructure: Federal systems at agencies like the FBI and FTC remain manual and technologically antiquated. ·                 Regulatory uncertainty: Financial institutions and technology platforms face unclear expectations about what data they can use and share. ·                 Speed of modern payments: Faster money movement means faster losses. Joseph Schuster emphasized that many financial institutions are strongly incentivized to prevent fraud as they often bear reputational and financial risk when scams succeed. But legal ambiguity, especially under statutes like the Fair Credit Reporting Act, can chill data-sharing and innovation. Core Recommendations from the Aspen Report The report outlines both high-level national reforms and granular operational improvements with more than 180 specific ideas. 1. Elevate Scam Prevention to a National Priority The report calls for: ·                 A designated federal lead (or "czar") to coordinate strategy ·                 A whole-of-government approach ·                 Clear national goals and metrics Without centralized leadership, enforcement and regulatory actions remain fragmented.  2. Modernize Law Enforcement Reporting Systems Federal reporting portals, including Suspicious Activity Reports (SARs), the FBI's complaint systems, and the FTC's databases, require modernization. The report recommends: ·                 Streamlined, automated reporting ·                 Backend data interoperability across agencies ·                 Advanced analytics and AI tools for enforcement 3. Establish Clear Duties to Act Paired with Safe Harbors One of the most important themes discussed was the need for: ·                 Clear expectations for banks, telecom companies, and digital platforms ·                 Safe harbors that protect companies when sharing scam intelligence in good faith Countries like Australia have already codified such frameworks. The U.S. has yet to establish similarly coordinated standards. 4. Build a Cross-Sector Information-Sharing Ecosystem Effective scam prevention requires: ·                 Exchange of scam indicators (malicious URLs, compromised phone numbers, device patterns) ·                 Interoperable information-sharing platforms ·                 Privacy-preserving architecture ·                 Legal clarity to mitigate antitrust and consumer reporting concerns Joseph noted that industry appetite for collaboration is strong but clarity and guardrails are essential. 5. Consider a U.S. National Anti-Scam Center The report explores the idea of a centralized "front door", potentially something like stopscams.gov, that would: ·                 Serve as a national reporting hub ·                 Provide victim resources ·                 Facilitate coordination among law enforcement ·                 Support public education campaigns Social Media and Platform Responsibility The discussion also addressed the evolving role of digital platforms. Scam activity frequently originates through: ·                 Paid advertisements ·                 Dating applications ·                 Direct messaging ·                 Fake investment websites Compared to banks, social media companies operate within a less clearly defined regulatory structure. Courts are increasingly developing theories of "platform liability," but statutory clarity is lacking. The report urges policymakers to define reasonable expectations for platforms — paired with safe harbors and practical tools that empower prevention rather than merely assign blame. What Happens Next? The key question: who implements this strategy? Kate Griffin emphasized that this is a whole-of-society problem requiring coordinated action by: ·                 Federal leadership ·                 Congress ·                 Financial institutions ·                 Telecom and digital platforms ·                 Law enforcement ·                 Civil society There have been encouraging developments, including: ·                 Treasury and State Department sanctions targeting transnational scam networks ·                 A joint DOJ–FBI–Secret Service initiative targeting Southeast Asian scam operations o   But much more remains to be done. Nick Bourke suggested that, one year from now, real success would include: ·                 A designated federal anti-scam lead ·                 A congressional commission ·                 Measurable national prevention goals ·                 Corporate adoption of formalized anti-scam strategies Joseph Schuster added that industry innovation is ongoing, particularly in artificial intelligence, biometrics, and authentication, but warned that fragmented state-level regulation could complicate progress. Key Takeaways Alan Kaplinsky closed the episode with several important observations: ·                 Fraud and scams are now a systemic threat, not a niche compliance issue. ·                 Prevention, not just reimbursement, must be the organizing principle. ·                 Coordination matters as much as authority. ·                 Good-faith companies need regulatory clarity, not just enforcement pressure. ·                 Reducing scams strengthens trust in the U.S. financial system and digital economy. The Aspen report reframes the debate. Rather than assigning blame, it calls for aligned incentives, shared responsibility, and coordinated national action. If the title of the report, United We Stand, becomes reality, the United States may finally begin to bend the curve on one of the most costly and fast-growing threats facing consumers today. For more insights on consumer financial services developments, visit Ballard Spahr's Consumer Finance Monitor blog and explore the full Aspen Institute report here. Consumer Finance Monitor is hosted by Alan Kaplinsky, Senior Counsel at Ballard Spahr, and the founder and former chair of the firm's Consumer Financial Services Group. We encourage listeners to subscribe to the podcast on their preferred platform for weekly insights into developments in the consumer finance industry.

In this episode, I was lucky enough to interview Matt Cullerton, founder of Mavric Tech and creator of Apso. Matt reflects on growing up in Reston, Virginia, early lessons from working in restaurants, and his first venture — an independent music label launched while working at Northrop Grumman. From navigating the volatility of the music industry — including brushes with artists like Diplo — Matt shares how those formative experiences shaped his resilience and people-first mindset.Matt also discusses his philosophy of fairness in leadership, particularly within development teams, and how core values serve as operational anchors in a client-services environment. He opens up about the discomfort of cultivating a personal brand as an engineer, the challenge of separating identity from business, and his long-term vision for scalability. Finally, Matt takes a deep dive into Apso — a platform born from real-world agency needs — and shares his perspective on balancing product development with a thriving services business, all while staying grounded in authenticity.Discover how Matt Cullerton blends engineering discipline with human-centered leadership in this  episode of The First Customer!Guest Info:Mavric Technologyhttp://mavrictech.comMatt Cullerton's LinkedInhttps://www.linkedin.com/in/mattcullerton/Connect with Jay on LinkedInhttps://www.linkedin.com/in/jayaigner/The First Customer Youtube Channelhttps://www.youtube.com/@thefirstcustomerpodcastThe First Customer podcast websitehttps://www.firstcustomerpodcast.comFollow The First Customer on LinkedInhttp://www.linkedin.com/company/the-first-customer-podcast/

En este episodio de No Hay Tos, Héctor y Beto entrevistan a Daniel, ingeniero en sistemas, sobre cómo es trabajar en tech en México. Hablan del uso diario del inglés y el spanglish, los tipos de proyectos (backend, frontend, nube, integración), las oportunidades internacionales y el ambiente laboral, desde empresas exigentes hasta startups con mejores condiciones y trabajo remoto. También comentan el estado de la ciberseguridad en México y comparten consejos prácticos para protegerse en línea. If you'd like to listen to our episodes ad-free and get the full word-for-word transcript of this episode — including English explanations and translations of Mexican slang and colloquial expressions — visit us on Patreon. You can also find more content and resources on our website: nohaytospodcast.com If the podcast has been helpful to you, please leave us a review on Apple Podcasts — it really helps! And if you prefer video, check out our YouTube channel. No Hay Tos is a Spanish podcast from Mexico for students who want to improve their listening comprehension, reinforce grammar, and learn about Mexican culture and Mexican Spanish. All rights reserved. No Hay Tos is a Spanish podcast from Mexico for students who want to improve their listening comprehension, reinforce grammar, and learn about Mexican culture and Mexican Spanish. All rights reserved.

Special Guest: Monica Roca-Quesada Welcome to Podcast Profits Unleashed, the show where established coaches learn how to build authority infrastructure using podcast guesting as a predictable client acquisition channel. If you're generating visibility but not seeing consistent high-ticket conversions, this episode is for you. This is not about chasing downloads. It's not about going viral. It's not about creating more content just to stay visible. It's about positioning. Backend systems. Financial clarity. And turning authority into revenue. Today I'm joined by Monica Roca-Quesada, fractional CFO and financial operations strategist, founder of Agile Planners, and creator of the FineOps financial operations framework. With over 30 years of experience, Monica helps founders gain real-time financial clarity, optimize cash flow, and scale profitably — without needing a full-time CFO.

There's revenue hiding in your business right now. Not in a new product. Not in a launch. Not in posting more on Instagram. It's sitting in the backend. In the things you set up once… and haven't looked at since. They're not urgent. They're not screaming for attention. So they wait. But that waiting? It's quietly costing you. In this episode, I'm talking about the foundational projects that unlock hidden revenue — the kind that makes your existing traffic convert better and your systems work harder without you doing more. These aren't flashy tactics. They're the unsexy moves that compound. And once you fix them? They keep paying you back.   What We'll Cover: Why “not urgent” tasks can be the most expensive ones   How hidden revenue gets buried in backend systems   The mindset shift that changes how you approach slow seasons   How to decide what's actually worth fixing first _______ Full Episode Show Notes http://ecommercebadassery.com/365   _______ Learn With Me Work with Me 1:1 https://ecommercebadassery.com/ecommerce-help/ https://ecommercebadassery.com/email-marketing/   Courses & Membership https://ecommercebadassery.com/membership https://ecommercebadassery.com/programs   _______   Let's Connect Website: http://ecommercebadassery.com Instagram: http://instagram.com/ecommercebadassery Membership: http://ecommercebadassery.com/membership   _______   Rate, Review, & Subscribe Like what you heard? I'd be forever grateful if you'd rate, review and subscribe to the show! Not only does it help your fellow eCommerce entrepreneurs find the eCommerce Badassery podcast; but it's also valuable feedback for me to continue bringing you the content you want to hear.    Review Here: https://podcasts.apple.com/us/podcast/ecommerce-badassery/id1507457683      

Querida tecnología, hoy exploramos cómo la Inteligencia Artificial está transformando el desarrollo backend y la infraestructura tecnológica en 2026. Analizamos las tendencias actuales, los desafíos de seguridad y el impacto real de estas herramientas en el flujo de trabajo de los desarrolladores expertos.

You Can't Scale a Mess: Fix Your Shopify Backend & Unlock Profitable Growth for Your Apparel Brand If your Shopify backend is messy, your growth will be too. In this episode of The Business of Apparel Podcast, Rachel breaks down why clean backend data is the hidden key to scaling your apparel brand. If your reports are unreadable, your SKUs are inconsistent, and your product names are all over the place, you're making growth decisions blind. Rachel shares real brand audit stories, including one where 20 products turned into 100 report lines because of inconsistent naming, and explains how messy data can quietly cost you revenue, time, and clarity. You'll learn how to clean up your Shopify backend, standardize your SKU system, and finally pull reports you can actually use to make strategic, profitable decisions. If you're serious about scaling, this is where you start. Sign up for the FREE Shopify Workshop here: https://www.thebusinessofapparel.com/shopify-workshop Sign up for the Secrets Behind Billion Dollar Apparel Brands Masterclass here: https://www.thebusinessofapparel.com/secrets Join The Board here: https://www.thebusinessofapparel.com Key moments: 00:00 Scaling Your Apparel Brand 00:28 Understanding Your Shopify Store 02:14 Masterclass and Workshop Announcements 02:50 Importance of Clean Data 06:21 Client Success Stories and Data Cleanup 11:24 Free Resources and Tools for Your Brand 16:33 Final Thoughts and Upcoming Shopify Workshop   Watch more of The Business of Apparel Podcast episodes: Wholesale 101: https://youtu.be/lpezH1YwCyE Use AI in Your Apparel Brand: https://youtu.be/Dn9tjPNmfaw  Grow A 7-Figure Apparel Business: https://youtu.be/rpQYDyo5Rao We can't wait to hear what you think of this episode! Purchase the Business of Apparel Online Course: https://www.thebusinessofapparel.com/course ABOUT RACHEL: Rachel Erickson—Fractional COO, Apparel Industry Consultant, and founder of Unmarked Street and The Business of Apparel. With 20+ years in technical design and product development leadership, I've sat at the executive table of a $25M apparel line and helped scale it to $60M in one year.   After decades working inside major fashion companies, I learned the truth behind billion-dollar brands, and it's not about chasing trends or pumping out endless products. It's about building clean processes, tightly edited assortments, and obsessively focused customer targeting.   I help founders and CEOs of performance apparel brands: ✅ Build lean, profitable product lines ✅ Streamline operations for growth ✅ Replace overwhelm with executive clarity ✅ Create garments that fit bodies in motion   Whether you're just hitting $1M in revenue or trying to break through the $10M ceiling, my team joins you as an embedded operations and product partner—running fittings, line plans, tech packs, and vendor communications so you can get back to leading.   To connect with Rachel, you can join her LinkedIn community here: LinkedIn. To visit her website, go to: www.unmarkedstreet.com.   

Would Your Business Break or Thrive If You Suddenly Doubled Your Leads?Visibility is golden - but can your systems keep up? In this episode, I'm asking the crucial question: would more leads fill you with excitement, or just pure panic? If the thought of a viral post makes you want to hide, it's a sign your business backend needs some love.We'll explore:How scaling visibility puts a spotlight on system gapsMore outreach means more eyes (and more potential clients), but increased traffic highlights underlying operational issues. Are your client journeys, workflows, and team systems ready for a growth spurt?The four ways increased visibility can actually break your businessFrom collapsing lead handling to clunky onboarding, inconsistent delivery, and becoming your own bottleneck, I'll lay out the most common growing pains for female founders who want more, but fear the chaos.Key systems to audit (before your next growth leap):Lead & sales workflows: Can you follow up with every genuine enquiry without dropping the ball?Onboarding: Are new clients guided smoothly, even if they're brand new to your world?Delivery: Can you personalise and overdeliver at scale, without sacrificing quality (or your sanity)?Team & task management: Is everything living in your head, or documented somewhere your team can access too?Data & feedback: Are you spotting red flags and missed opportunities early, or losing them in the noise?Why operations confidence = selling confidenceWhen you know your backend can handle more, you'll show up and promote with ease, not fear.Action Step:Pick one system this week - whether it's automating your lead follow-up, refining your onboarding, or plugging holes in delivery. Take it 10% further, so the next wave of clients is a win, not a warning sign.Loved this episode? Don't miss out!

Every problem in your business falls into one of five categories: Offer, Lead Generation, Sales, Backend, or Retention. When you know which category you're in, you stop guessing and start fixing. In this episode, I'm breaking down all five categories, the symptoms of each, and why most entrepreneurs stay stuck—they pick the category they're comfortable working on instead of the one that's actually blocking their growth.

Neste episódio do Cabeça de Lab, mergulhamos na engenharia por trás do Portfólio, uma das áreas mais estratégicas do ecossistema digital.Falamos sobre o papel do time, a complexidade das regras de negócio e como a área lida com alto volume de eventos, consistência de dados e sistemas distribuídos. Backend, frontend, arquitetura, testes, observabilidade e decisões críticas que sustentam a operação em escala fazem parte da conversa.Também discutimos experiência, acessibilidade, integração com produto e os desafios de evoluir regras sem gerar impactos em cascata.Um episódio técnico e direto ao ponto para quem quer entender como tecnologia, negócio e escala se conectam na prática.---Nos siga no Twitter e no Instagram: @luizalabs @cabecadelabDúvidas, cabeçadas e sugestões, mande e-mail para o cabecadelab@luizalabs.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ou uma DM no InstagramParticipantes:RAISSA XAVIER - https://www.linkedin.com/in/raissaxavier/ VINICIUS FRANÇA - https://www.linkedin.com/in/vinicius-fran%C3%A7a-8699347a/CLENIO EDUARDO - https://www.linkedin.com/in/cl%C3%AAnio-eduardo-da-silva-b22a62160/JOÃO VILAR

Łukasz Stefański, Senior Software Developer przedstawia perspektywę na rok 2026 dla FrontEnd-u. [more] Rozmawiamy m.in. o technologiach, o zagrożeniach i szansach ze strony AI oraz o sposobach na znalezienie pracy. Pełen opis odcinka, polecane materiały i linki oraz transkrypcję znajdziesz na: https://devmentor.pl/?p=16472 || devmentor.pl/rozmowa ⬅ Chcesz przebranżowić się do IT i poznać rozwiązania, które innym pozwoliły skutecznie znaleźć pracę? Jestem doświadczonym developerem oraz mentorem programowania – chętnie odpowiem na Twoje pytania o naukę programowania oraz świat IT. Umów się na bezpłatną, niezobowiązującą rozmowę! ~ Mateusz Bogolubow, twórca podcastu Pierwsze kroki w IT || devmentor.pl/podcast ⬅ Oficjalna strona podcastu

The backend technology that turns trouble into elevation

This episode is your sign to stop copying-and-pasting another coach's ‘magic' system and start building one that actually fits your business (and your brain).Here's what you'll learn:Why plugging in someone else's template - no matter how shiny, cheap, or ‘proven' - usually keeps you stuck, overwhelmed, or avoiding your own systems entirely (and yep, I say this as a template lover AND seller!)The key ingredients of a system that actually supports your business: your working style, your offers, and your team's rhythms.How to critically assess your operational workflows and spot the difference between short-term solutions (dopamine hits) and sustainable systems.Real-world stories of what happens when you customise tools (think Notion vs Asana) to suit your business, not the other way around.Signs your backend is more ‘borrowed' than bespoke - and exactly what to do about it.Rescue a template from the graveyard! Honest talk about habit-building, tech stack simplicity, and how to get your team on board with new processes.Your next action steps:Pinpoint where friction or overwhelm creeps into your current workflows. Is there a tool you're actively avoiding? A dashboard gathering digital dust?Start with strategy - not the latest fad. Focus first on how your business runs, then find the template or tech solution that fits your way of working (and don't be afraid to hack or customise until it's perfect).Engage with your team or contractors: Are their systems serving them (and you)? Open up conversations about what's actually working.Loved this episode? Don't miss out!

Querida tecnología, en el episodio de hoy hablamos de arquitectura de eventos en el backend y de cómo CQRS nos ayuda a separar comandos y consultas para construir sistemas más escalables y desacoplados. Comentamos cuándo tiene sentido usarlo, sus ventajas y los riesgos de aplicarlo sin necesidad.

Send us a textHaving trouble with your Amazon listings? This video covers common issues like updating titles and fixing missing best-seller ranks. Learn essential `amazon selling tips` and how to optimize your `amazon seller central` experience. We'll guide you through `amazon catalog management` and `brand registration amazon` troubleshooting to ensure your `amazon strategy` is effective.Want to watch each videos? Here's the list:Top 10: https://www.youtube.com/watch?v=0T6zpTjRUs8&list=PLDkvNlz8yl_aA38cddHzfJDYddWS69T1O&index=4Top 9: https://www.youtube.com/watch?v=CmyKeCEY7pk&list=PLDkvNlz8yl_aA38cddHzfJDYddWS69T1O&index=3Top 8: https://youtu.be/fXaY2xNvyzUTop 7: https://www.youtube.com/watch?v=waPUfU-KjYgTop 6: https://www.youtube.com/watch?v=IxPh0id95RgTop 5: https://www.youtube.com/watch?v=F9npOAvsQnoTop 4: https://www.youtube.com/watch?v=QuhFVVwXvYoTop 3: https://www.youtube.com/watch?v=nAE_ro6C6sYTop 2: https://youtu.be/Zk8xOa3E0JMTop 1: https://youtu.be/8Od5C7BfR-YFix your catalog issues the right way, book a call to get expert troubleshooting support now: https://bit.ly/4jMZtxu#AmazonSellers #CatalogFix #AmazonListing #sellercentral --------------------------------------------------------------------------Want free resources? Dowload our Free Amazon guides here:Amazon PPC Guide 2026 is here!: https://bit.ly/4lF0OYXAmazon SEO Toolkit 2026: https://bit.ly/4oC2ClTQ4 Selling Playbook: https://bit.ly/46Wqkm32025 Ecommerce Holiday Playbook: https://bit.ly/4hbygovAmazon Crisis Kit: https://bit.ly/4maWHn0TIMESTAMPS00:00 - Common Catalog Troubles on Amazon00:26 - Backend vs Frontend Attribute Mismatch01:04 - Variation Tab Causing Title Errors01:43 - UPC Code Errors and How to Fix Them02:33 - What Impacts the Amazon Buy Box03:15 - How to Change Legal Entity in Seller Central04:03 - Fixing Brand Registry Not Showing in Store04:41 - Why Best Seller Rank Disappears05:38 - Troubleshooting Missing Secondary Images06:27 - Carrier Central Problems with FBA Shipments07:31 - Why Not to Use Variation Wizard for Parentage08:22 - Using Brand Catalog Manager to Detect Hijackers________________________________Follow us:LinkedIn: https://www.linkedin.com/company/28605816/Instagram: https://www.instagram.com/stevenpopemag/Pinterest: https://www.pinterest.com/myamazonguys/Twitter: https://twitter.com/myamazonguySubscribe to the My Amazon Guy podcast:My Amazon Guy podcast: https://podcast.myamazonguy.comApple Podcast: https://podcasts.apple.com/us/podcast/my-amazon-guy/id1501974229Spotify: https://open.spotify.com/show/4A5ASHGGfr6s4wWNQIqyVwSupport the show

KI-Zugang für den Mittelstand: Wie Nele AI Unternehmen sicher und effizient unterstützt   In dieser Folge spricht Gastgeber Torsten mit Daniel Gal, Seriengründer und Geschäftsführer der GAL Digital GmbH, über seine unternehmerische Reise, den Aufbau von Nele AI und den sicheren Einsatz von KI im Mittelstand. Daniel teilt seine Erkenntnisse aus über 20 Jahren Unternehmererfahrung und gibt tiefe Einblicke in Entscheidungsprozesse, Fehlerkultur und Produktentwicklung. Die Episode bietet wertvolle Learnings für Gründer, Unternehmer und alle, die sich mit dem sinnvollen Einsatz von KI in Organisationen beschäftigen.   Daniel Gal auf LinkedIn: LinkedIn - https://www.linkedin.com/in/dagal/   Vom Selbstständigen zum KI-Unternehmer Daniel Gal beschreibt seinen Werdegang vom jungen Selbstständigen bis zum Gründer mehrerer erfolgreicher Unternehmen. Bereits in jungen Jahren verspürte er den Drang, Dinge zu verändern und eigene Lösungen zu schaffen. Erste Erfolge im Bereich Webentwicklung führten schließlich zur Gründung der heutigen GAL Digital GmbH mit rund 40 Mitarbeitenden. „Ich war nie angestellt – ich wollte immer gestalten und Wirkung erzeugen." Sein Einstieg in die Tech-Welt begann mit einem kuriosen SEO-Wettbewerb rund um die „Hommingberger Gepardenforelle", durch den er unerwartet Sichtbarkeit bei großen Unternehmen gewann – der Startpunkt für seine Unternehmerkarriere.   Warum Nele AI mehr als nur ein KI-Tool ist Nele AI entstand aus der Überzeugung, dass Unternehmen in Europa sichere, datenschutzkonforme und einfach nutzbare Zugänge zu KI benötigen. Daniel schildert, wie sein Team früh die Zeichen der Zeit erkannte und gezielt auf Generalisierung statt Spezialisierung setzte... mit Erfolg. Statt auf Einzellösungen wie Agenten oder Spezialanwendungen zu setzen, entwickelte sein Team eine Plattform mit starkem Backend, API-Integration und einfacher Oberfläche und behielt damit auch langfristig die Kontrolle.   Entscheidungsfindung, Fokus und Unternehmertum Wie entscheidet man in einem innovativen, überkomplexen Markt, was als Nächstes gebaut wird? Daniel erläutert seinen Ansatz der Priorisierung, den Austausch mit Kunden und die Fokussierung auf einfache, aber wirkungsvolle Features. Trotz zahlreicher Nutzerwünsche wie Word- oder Bild-Exporte setzt das Team auf Substanz, etwa auf den Ausbau der Wissensdatenbank oder ein neues, durchdachtes User Interface in 2026. Fokus entsteht durch Abgrenzung – auch gegenüber kurzfristigen Hypes. Unternehmerischer Erfolg heißt auch: Dinge nicht zu tun.   Rückblick, Ausblick und das Motto für 2026 Zum Abschluss reflektiert Daniel über das Jahr 2025, gibt einen persönlichen Einblick in seinen Umgang mit Fokus und Ablenkung und benennt sein Motto für das kommende Jahr. „Stärken stärken – das wird mein Motto für 2026."   Abschluss und Aufruf zum Handeln Ein inspirierendes Gespräch mit einem Unternehmer, der mit Bodenhaftung, Vision und Pragmatismus zeigt, wie KI sinnvoll in Organisationen integriert werden kann. Die Episode liefert nicht nur spannende Insights zur Entstehung von Nele AI, sondern auch konkrete Learnings zu Entscheidungsprozessen, Produktentwicklung und Führungsstil. Wer sich für KI im Unternehmenskontext interessiert, sollte Nele AI einmal ausprobieren und sich mit dem Team und dem Produkt auseinandersetzen – vor allem mit Blick auf Sicherheit, Usability und Integrationsfähigkeit.     Noch mehr von den Koertings ...  Das KI-Café ... jede Woche Mittwoch (>350 Teilnehmer) von 08:30 bis 10:00 Uhr ... online via Zoom .. kostenlos und nicht umsonstJede Woche Mittwoch um 08:30 Uhr öffnet das KI-Café seine Online-Pforten ... wir lösen KI-Anwendungsfälle live auf der Bühne ... moderieren Expertenpanel zu speziellen Themen (bspw. KI im Recruiting ... KI in der Qualitätssicherung ... KI im Projektmanagement ... und vieles mehr) ... ordnen die neuen Entwicklungen in der KI-Welt ein und geben einen Ausblick ... und laden Experten ein für spezielle Themen ... und gehen auch mal in die Tiefe und durchdringen bestimmte Bereiche ganz konkret ... alles für dein Weiterkommen. Melde dich kostenfrei an ... www.koerting-institute.com/ki-cafe/   Mit jedem Prompt ein WOW! ... für Selbstständige und Unternehmer Ein klarer Leitfaden für Unternehmer, Selbstständige und Entscheider, die Künstliche Intelligenz nicht nur verstehen, sondern wirksam einsetzen wollen. Dieses Buch zeigt dir, wie du relevante KI-Anwendungsfälle erkennst und die KI als echten Sparringspartner nutzt, um diese Realität werden zu lassen. Praxisnah, mit echten Beispielen und vollständig umsetzungsorientiert. Das Buch ist ein Geschenk, nur Versandkosten von 9,95 € fallen an. Perfekt für Anfänger und Fortgeschrittene, die mit KI ihr Potenzial ausschöpfen möchten. Das Buch in deinen Briefkasten ... https://koerting-institute.com/shop/buch-mit-jedem-prompt-ein-wow/   Die KI-Lounge ... unsere Community für den Einstieg in die KI (>2800 Mitglieder) Die KI-Lounge ist eine Community für alle, die mehr über generative KI erfahren und anwenden möchten. Mitglieder erhalten exklusive monatliche KI-Updates, Experten-Interviews, Vorträge des KI-Speaker-Slams, KI-Café-Aufzeichnungen und einen 3-stündigen ChatGPT-Kurs. Tausche dich mit über 2800 KI-Enthusiasten aus, stelle Fragen und starte durch. Initiiert von Torsten & Birgit Koerting, bietet die KI-Lounge Orientierung und Inspiration für den Einstieg in die KI-Revolution. Hier findet der Austausch statt ... www.koerting-institute.com/ki-lounge/   Starte mit uns in die 1:1 Zusammenarbeit Wenn du direkt mit uns arbeiten und KI in deinem Business integrieren möchtest, buche dir einen Termin für ein persönliches Gespräch. Gemeinsam finden wir Antworten auf deine Fragen und finden heraus, wie wir dich unterstützen können. Klicke hier, um einen Termin zu buchen und deine Fragen zu klären. Buche dir jetzt deinen Termin mit uns ... www.koerting-institute.com/termin/   Weitere Impulse im Netflix Stil ... 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Download for Mobile | Podcast Preview | Full Timestamps Older Twitch VODs are now being uploaded to the new channel: https://www.youtube.com/@CastleSuperBeastArchive What Card Games Could Have Been No Other Choice: Writers Are Currently Cooking The Sickest Anti AI Scripts  Alex's Attitude Era Monster Hunter Wilds: More DLC, More Framerate I Got Points on the Back End of Marathon Watch live: twitch.tv/castlesuperbeast Go to http://drinkag1.com/superbeast to get 3 free AG1 & AGZ travel packs + FREE Vitamin D3+K2 & AG1 Welcome Kit with your first subscription order! - Go to http://brooklynbedding.com/superbeast for 30% off. - Go to http://factormeals.com/castle50off and use code castle50off to get 50% off your first Factor box PLUS free breakfast for 1 year. - Go to http://shopify.com/superbeast to stop waiting and start selling. Street Fighter 6 - Alex Teaser Trailer Season 2 Announcement Trailer for Fatal Fury: City of the Wolves 2XKO Season 1 2026 Launch It turns out Monster Hunter Wilds' PC performance issues may be tied to how much DLC you own, as discovered by one player. YouTube are reportedly "cracking down" and deleting custom subtitles on videos. Hololive music videos are among those impacted, who use the "hidden" formats as they allow a much wider range of styling options on subtitles A Reality TV Show Is Going To Put Actual People Inside A Fallout Vault Austin Eruption: I beat Anthem 100% before it died so you don't have to Anthem Executive Producer: The Truth About What Happened on Anthem - Complete (2011-2026)

In this video I introduce 5 different design patterns for building backend applications. Each mode explains how a socket listener is established, a connections are established and how threads and connections are managed to read, write and process requests.

פרק מספר 510 של רברס עם פלטפורמה, שהוקלט ב-6 בינואר 2026. אורי ורן מקליטים בכרכור ומארחים את טל (מאזין ותיק!) מחברת Rhino Federated Computing לשיחה על עולם של חישוב מבוזר, פרטיות רפואית, הצפנות הומומורפיות ונוסטלגיה ל-SETI@home (ולא AI! טוב, גם…).

In this podcast episode, Gayatri Kalyanaraman is in conversation with Shubhangi M Josiam, Digital Head APAC of Alstom about her 18+ year journey across GE and Alstom, moving from core IT and infrastructure roles to customer-facing digital transformation leadership across APAC.Shubangi shares candid stories about career pivots, leadership programs, Lean Six Sigma, building IT from scratch post-acquisition, and navigating cross-cultural teams—ending with powerful advice for women professionals to be bold and go for roles before feeling “fully ready”.00:00 – 01:50 — Introduction to Shubangi's APAC digital leadership role and IT's shift from backend to customer-facing solutions.01:52 – 04:41 — Early inspiration for engineering, switching from electronics to information science driven by a love for programming.04:42 – 07:56 — Entering GE through walk-ins, starting in captive IT, and learning end-to-end infrastructure fundamentals.08:20 – 11:49 — Discovering GE's leadership culture and choosing Lean Six Sigma for outcome-driven career growth.12:06 – 14:28 — Leading a consumer experience transformation project and early exposure to Agile and product thinking.14:29 – 16:08 — Managing ERP operations and learning real-world supply chain complexity during system transitions.16:08 – 18:09 — Navigating acquisitions, making tough career exits, and prioritising personal sustainability.18:46 – 23:51 — Joining Alstom during post-acquisition chaos and helping build IT systems from the ground up.23:51 – 25:50 — Building digital and analytics platforms, hiring data scientists, and scaling analytics maturity.25:51 – 27:47 — Transitioning into regional IT leadership and driving large-scale digital change during COVID.27:48 – 29:37 — Moving into customer-facing digital rail solutions across APAC and continuous learning from the market.30:00 – 32:19 — Managing APAC time zones through clusters while maintaining work–life balance.32:20 – 36:45 — Leading across cultures by balancing company values with local working styles.46:46 – 48:36 — Building trust through direct feedback, transparency, and authentic leadership.48:38 – 50:43 — Final advice: be bold, apply even if you're not “ready,” and trust yourself to figure it out. Quotable Quotes “If you want to do something, go for it. Help will come—and you will figure it out.”“Men apply saying, ‘I'll figure it out.' Women apply saying, ‘I meet only five out of ten requirements.' That's what stops us.”“I didn't tick all the boxes, but I figured it out.”“Worst case, you fail. Big deal. You learn. It's not the end of the world.”“IT is no longer a backend engine—it's delivering real digital solutions to customers.”Trusted Partner in Driving Impactful Digital Transformation & Empowering Businesses Through Technology.As the Digital Services Regional Head for APAC at Alstom, I drive transformative digital solutions tailored to the rail industry, with a strong focus on operational efficiency and customer engagement. My efforts include collaborating with diverse teams to deliver cutting-edge rail digital solutions while ensuring advanced cybersecurity measures for robust data protection. By aligning technological initiatives with business goals, our team enhances service quality and builds scalable, future-ready solutions for the region. With over 20 years of experience in IT strategy and transformation, I have a proven track record of delivering impactful results acro…Shubangi can be reached at https://www.linkedin.com/in/shubhangi-mj/ 

Stop letting "analysis paralysis" stall your path to freedom and start building a backend team that is smarter than you. Kris Krohn sits down with expert advisor Rob Gill to break down the three essential steps of a professional financial planning analysis—from organizing your entire world into a single landing page to creating a custom strategy that complements your real estate goals. Discover how to move beyond "cookie-cutter" plans and implement advanced tactics like private banking to ensure your assets produce the residual income you need to live life on your terms.

Jamie Kullman is the founder of Magnetic Memberships, where she helps coaches, consultants, and course creators build scalable backend systems and membership communities that sell on autopilot. With over 8 years as a full-time entrepreneur, Jamie has built a six-figure coaching business in under 10 months, hosts a top 1% global podcast, and is known for helping clients turn their best ideas into repeatable, revenue-generating systems, all while creating the freedom to live life on their terms.Connect with Jamie here:https://www.facebook.com/jamie.kullman.3https://www.instagram.com/jamiemkullman/Don't forget to grab our final pre-sale VIP spot for our year-long group coaching mastermind, Expert Authority, here: https://scottaaron.as.me/expertauthorityconsult

If you've ever looked at Amazon and wondered how some brands scale effortlessly while others disappear into a sea of competitors, you're not alone. Amazon can feel like an unpredictable giant—full of opportunity, but also packed with complexity. And as more entrepreneurs jump in, the brands that win aren't the ones chasing trends…they're the ones building with intention. Today's guest, Pasha Knish, has lived through every era of Amazon—from the Wild West days of early e-commerce to today's data-driven, hyper-competitive marketplace. With more than 13 years of hands-on selling experience and over $30M in revenue generated across dozens of categories, Pasha has mastered the science and art of sustained Amazon success. In this episode, Pasha pulls back the curtain on product selection, brand-building, organic ranking, and the future of AI-driven e-commerce—and what sellers must get right to scale smarter. Building an Amazon Brand That Solves a Real Problem Pasha's journey into Amazon began with experimentation—selling random products, discovering early opportunities, and launching a successful private-label brand long before the platform became saturated.  But the landscape has changed dramatically. Today, sellers can't simply pick a trending item and hope for the best. Amazon rewards solutions, not commodities. According to Pasha, the first step to a scalable product isn't creativity—it's clarity. Successful sellers reverse-engineer demand by digging into negative reviews, identifying gaps in the market, and building a product that solves a meaningful, proven problem. That's the difference between a product that launches and one that lasts. The New Era of Amazon Advertising and Organic Growth Beyond product strategy, Pasha shares how Amazon's ad platform has transformed and why focusing on Amazon's built-in tools is more effective than spreading efforts across outside channels. Instead of relying on other platforms to drive traffic, he uses Amazon's own customer data to reach buyers who are already interested and ready to take action. But ads are only one piece of the puzzle. Pasha explains why organic visibility matters just as much, especially now. Many sellers overlook the backend fields of their listings, yet these details are what help Amazon understand exactly what a product is and who should see it.  This philosophy inspired the software Pasha is building: a tool that simplifies and automates backend updates so more sellers can improve organic performance without drowning in technical work. At the heart of it all, Pasha believes Amazon success comes from constant learning and resilience. Every setback becomes a lesson, and every lesson creates an opportunity to grow stronger. Enjoy this episode with Pasha Knish… Soundbytes 10:59 – 11:16 "If you can give Amazon the most accurate representation of your product in those backend fields, you're going to show up better organically." 28:13 – 28:19 "If people like you and they find out you have a product, they'll probably buy it because they like you." 30:15 – 30:20 "You have to know exactly who you're advertising to. In a saturated market, going after top keywords will just lose all your money." Quotes "If you don't have a product differentiator, you'll spend all your money and never succeed." "The failures are what pave the way to success." "Backend optimization matters. Amazon is a categorizing system, and you need to fit cleanly into it." Links mentioned in this episode: From Our Guest Website: https://amzoptimized.com/ LinkedIn: https://linkedin.com/in/pasha-knish Connect with brandiD Find out how top leaders are increasing their authority, impact, and income online. Listen to our private podcast, The Professional Presence Podcast: https://thebrandid.com/professional-presence-podcast Ready to elevate your digital presence with a powerful brand or website? Contact us here: https://thebrandid.com/contact-form/

In this episode of the Crazy Wisdom Podcast, host Stewart Alsop sits down with Mike Bakon to explore the fascinating intersection of hardware hacking, blockchain technology, and decentralized systems. Their conversation spans from Mike's childhood fascination with taking apart electronics in 1980s Poland to his current work with ESP32 microcontrollers, LoRa mesh networks, and Cardano blockchain development. They discuss the technical differences between UTXO and account-based blockchains, the challenges of true decentralization versus hybrid systems, and how AI tools are changing the development landscape. Mike shares his vision for incentivizing mesh networks through blockchain technology and explains why he believes mass adoption of decentralized systems will come through abstraction rather than technical education. The discussion also touches on the potential for creating new internet infrastructure using ad hoc mesh networks and the importance of maintaining truly decentralized, permissionless systems in an increasingly surveilled world. You can find Mike in Twitter as @anothervariable.Check out this GPT we trained on the conversationTimestamps00:00 Introduction to Hardware and Early Experiences02:59 The Evolution of AI in Hardware Development05:56 Decentralization and Blockchain Technology09:02 Understanding UTXO vs Account-Based Blockchains11:59 Smart Contracts and Their Functionality14:58 The Importance of Decentralization in Blockchain17:59 The Process of Data Verification in Blockchain20:48 The Future of Blockchain and Its Applications34:38 Decentralization and Trustless Systems37:42 Mainstream Adoption of Blockchain39:58 The Role of Currency in Blockchain43:27 Interoperability vs Bridging in Blockchain47:27 Exploring Mesh Networks and LoRa Technology01:00:25 The Future of AI and DecentralizationKey Insights1. Hardware curiosity drives innovation from childhood - Mike's journey into hardware began as a child in 1980s Poland, where he would disassemble toys like battery-powered cars to understand how they worked. This natural curiosity about taking things apart and understanding their inner workings laid the foundation for his later expertise in microcontrollers like the ESP32 and his deep understanding of both hardware and software integration.2. AI as a research companion, not a replacement for coding - Mike uses AI and LLMs primarily as research tools and coding companions rather than letting them write entire applications. He finds them invaluable for getting quick answers to coding problems, analyzing Git repositories, and avoiding the need to search through Stack Overflow, but maintains anxiety when AI writes whole functions, preferring to understand and write his own code.3. Blockchain decentralization requires trustless consensus verification - The fundamental difference between blockchain databases and traditional databases lies in the consensus process that data must go through before being recorded. Unlike centralized systems where one entity controls data validation, blockchains require hundreds of nodes to verify each block through trustless consensus mechanisms, ensuring data integrity without relying on any single authority.4. UTXO vs account-based blockchains have fundamentally different architectures - Cardano uses an extended UTXO model (like Bitcoin but with smart contracts) where transactions consume existing UTXOs and create new ones, keeping the ledger lean. Ethereum uses account-based ledgers that store persistent state, leading to much larger data requirements over time and making it increasingly difficult for individuals to sync and maintain full nodes independently.5. True interoperability differs fundamentally from bridging - Real blockchain interoperability means being able to send assets directly between different blockchains (like sending ADA to a Bitcoin wallet) without intermediaries. This is possible between UTXO-based chains like Cardano and Bitcoin. Bridges, in contrast, require centralized entities to listen for transactions on one chain and trigger corresponding actions on another, introducing centralization risks.6. Mesh networks need economic incentives for sustainable infrastructure - While technologies like LoRa and Meshtastic enable impressive decentralized communication networks, the challenge lies in incentivizing people to maintain the hardware infrastructure. Mike sees potential in combining blockchain-based rewards (like earning ADA for running mesh network nodes) with existing decentralized communication protocols to create self-sustaining networks.7. Mass adoption comes through abstraction, not education - Rather than trying to educate everyone about blockchain technology, mass adoption will happen when developers can build applications on decentralized infrastructure that users interact with seamlessly, without needing to understand the underlying blockchain mechanics. Users should be able to benefit from decentralization through well-designed interfaces that abstract away the complexity of wallets, addresses, and consensus mechanisms.

The Circle Back crew takes a look back at Gambling Twitter's best moments of 2025. Jacob Gramegna hosts a star-studded cast of Rob Pizzola, Geoff Fienberg, Kirk Evans, Joey Knish and Mike (aka Mr. PeanutBettor) to get their reactions to this year's top content. From Vegas T-Bone's ambulatory flex to Jeff Nadu's domestic flight, we have it all.

What if your customers already trusted you before you knocked?In this episode of the Million Dollar Electrician Podcast, we break down the Back-End Selling Blueprint the exact system we use to pre-sell every job, boost conversions, and make technicians unforgettable before they arrive.Learn how to make homeowners trust you before the call, eliminate awkward cold door moments, and create an experience so personal and frictionless that selling becomes the obvious next step not a push.

Ben Ennis and Daniele Franceschi open Friday's show by recapping the Leafs' 3–2 loss to the Sharks. They take a closer look at the team's six-game point streak, Dennis Hildeby's strong performance, Toronto's improved power play execution, William Nylander's effective response to a third-line assignment, and the outlook for Saturday's matchup with the Oilers. After the break, they discuss the Braves' signing of Robert Suarez and its impact on the Blue Jays' bullpen. They also touch on Kyle Tucker and Vladimir Guerrero Jr.'s social media activity and what it might suggest about free-agency decisions, before listening back to Todd Bowles' reaction following the Buccaneers' collapse against the Falcons on Thursday Night Football.The views and opinions expressed in this podcast are those of the hosts and guests and do not necessarily reflect the position of Rogers Sports & Media or any affiliates.

Send us a message!In this episode, we are joined by Jim DeVos, industry veteran, former co-owner of Best Beach Getaways, for the first public reveal of VR Works — the backend system he spent years building to fix the operational pain points he couldn't ignore.Jim breaks down how VR Works evolved from an internal solution into a fully integrated platform, how it nearly doubled their profit, and why an operator-first mindset shaped every design decision. He also explains the onboarding and pricing philosophy behind VR Works, and why he believes now is the right moment to introduce it to the wider industry.If you're curious how seasoned operators who have lived every operational pain point design systems that make teams faster, owners happier, and scaling far less chaotic, this conversation is a must listen.We Discuss:1️⃣ The operational challenges that sparked VR Works2️⃣ How building internally led to faster, clearer workflows3️⃣ The specific efficiencies that nearly doubled their net profit4️⃣ Why an operator-first mindset shaped every design choice5️⃣ Reducing migration pain through smarter data import and onboarding6️⃣ Why he's introducing VR Works now7️⃣  Updates on Swanky Vacay and his continued operator journeyConnect with Jim:LinkedIn: https://www.linkedin.com/in/jim-devos-35254912/ VRWorks: https://www.linkedin.com/company/vrworks-llc/ Get 20% off any yearly or bi-yearly Lodgify plan, plus free personalized onboarding (a $3,000 value).

BUILDING A PERSONAL BRANDDoor-to-door phenom Jake Robles breaks down how he went from teenage pest rep to record-setting alarms seller at Vivint—and why he walked away mid-summer to bet on solar and his personal brand. We cover the highs (45 installs in a week, 110+ accounts/rep averages, 86 solar deals in 8 weeks) and the inner game that actually drives those numbers: presence over panic, starving dopamine, and removing fear so “God-given energy” can flow.In this episode:The reality of solar systems (and how Jake navigates them)Flow state > tactics: how to stop transmitting desperation on the doorsPresence as a competitive edge (and what “being present” really means)Starving fake dopamine, fasting, and managing energy without gimmicksLeadership that scales: one pitch, same words, every time—and whyHandling online hate without fighting backPreparation stacks: sleep, diet, and phone disciplineSurrender, unconditional faith, and letting life “tear down” old identities so you can rebuild

This is a recap of the top 10 posts on Hacker News on November 28, 2025. This podcast was generated by wondercraft.ai (00:30): Pocketbase – open-source realtime back end in 1 fileOriginal post: https://news.ycombinator.com/item?id=46075320&utm_source=wondercraft_ai(01:53): EU Council Approves New "Chat Control" Mandate Pushing Mass SurveillanceOriginal post: https://news.ycombinator.com/item?id=46077393&utm_source=wondercraft_ai(03:16): Petition to formally recognize open source work as civic service in GermanyOriginal post: https://news.ycombinator.com/item?id=46078770&utm_source=wondercraft_ai(04:39): Show HN: Glasses to detect smart-glasses that have camerasOriginal post: https://news.ycombinator.com/item?id=46075882&utm_source=wondercraft_ai(06:02): Credit report shows Meta keeping $27B off its books through advanced geometryOriginal post: https://news.ycombinator.com/item?id=46079868&utm_source=wondercraft_ai(07:26): 28M Hacker News comments as vector embedding search datasetOriginal post: https://news.ycombinator.com/item?id=46081053&utm_source=wondercraft_ai(08:49): Bringing Sexy Back. Internet surveillance has killed eroticismOriginal post: https://news.ycombinator.com/item?id=46080473&utm_source=wondercraft_ai(10:12): Imgur geo-blocked the UK, so I geo-unblocked my networkOriginal post: https://news.ycombinator.com/item?id=46081188&utm_source=wondercraft_ai(11:35): A Remarkable Assertion from A16ZOriginal post: https://news.ycombinator.com/item?id=46078138&utm_source=wondercraft_ai(12:59): How good engineers write bad code at big companiesOriginal post: https://news.ycombinator.com/item?id=46082223&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

What drives execution velocity—better tools or better clarity? Loïc Houssier, CTO of Superhuman Mail (post-Grammarly acquisition), argues that most velocity problems stem from unclear team missions, not inadequate tooling. From steering DocuSign's French acquisition through complex carve-out negotiations to building Superhuman's offline-first architecture with a 100-millisecond interaction rule, Loïc shares hard-won lessons about engineering metrics that actually matter (PR per engineer per week trends over absolutes), when to resist microservices (until it's genuinely painful), and why promotion frameworks determine product quality. Technical leaders will learn how vertical team alignment eliminates dependencies, why guild structures maintain consistency without blocking speed, and how European safety nets create under-appreciated opportunities for technical risk-taking.

This week, Paul and Jess begin with a list of some of the TV shows that were awarded California's film tax credit, including Fallout, the Night Agent, and Baywatch. Next, they discuss some much anticipated spin off (prequel and sequel) news regarding their favorite show, Game of Thrones. Finally, Paul breaks down Dave Erickson's profit participation lawsuit arising out of Fear The Walking Dead. Learn more about your ad choices. Visit megaphone.fm/adchoices

Kennst du das? Neun Klicks sind blitzschnell, der zehnte hängt gefühlt ewig. Genau da frisst die Tail Latency deine User Experience und der Durchschnittswert hilft dir kein bisschen. In dieser Episode tauchen wir in Request Hedging ein, also das bewusste Duplizieren von Requests, um P99 zu drücken und Ausreißer zu entschärfen.Wir starten mit einem kurzen Recap zu Resilience Engineering: Timeouts, Retries, Exponential Backoff, Jitter, Circuit Breaker. Danach gehen wir tief rein ins Hedging: Was ist der Hedge Threshold, warum optimieren wir auf Tail statt Head Latency und wie Perzentile wie P50, P95 und P99 die Sicht auf Performance verändern. Wir zeigen, wie du Hedging sicher umsetzt, ohne dein Backend zu überlasten, wo Idempotenz Pflicht ist und warum Schreibzugriffe besonders heikel sind.In der Praxis klären wir, wie du Requests sauber cancelst: HTTP 1.1 via FIN und Reset, HTTP 2 mit RESET_STREAM, gRPC Support und wie Go mit Context Cancellation nativ hilft. Zum Tooling gibt es echte Beispiele: Envoy als Cloud-native Proxy mit Hedging, gRPC, Open Source Erfahrungen. In der Datenbankwelt sprechen wir über Read Hedging, Quorum Reads und Write-Constraints bei Cassandra und Kafka, über Vitess im MySQL-Universum und Grenzen von PG Bouncer. Auch Caches wie Redis und Memcached sowie DNS Patterns wie Happy Eyeballs sind am Start. Historisch ordnen wir das Ganze mit The Tail at Scale von Jeff Dean ein und schauen, wie Google, Netflix, Uber, LinkedIn oder Cloudflare Hedging verwenden.Am Ende nimmst du klare Best Practices mit: Hedging gezielt auf Tail Latency einsetzen, Requests wirklich canceln, Idempotenz sicherstellen, dynamische Thresholds mit Observability füttern und deine Guardrails definieren.Neugierig, ob Hedging dein P99 rettet, ohne dich selbst zu ddosen? Genau darum geht es.Bonus: Hedgehog hat damit nichts zu tun, auch wenn der Name dazu verführt.Keywords: Resilience Engineering, Request Hedging, Tail Latency, P99, Perzentile, Microservices, HTTP 2, gRPC, Go Context, Observability, Monitoring, Prometheus, Grafana, Envoy, Open Source, Cassandra, Kafka, Vitess, Redis, Memcached, Quorum Reads, Tech Community, Networking.Unsere aktuellen Werbepartner findest du auf https://engineeringkiosk.dev/partnersDas schnelle Feedback zur Episode:

Don't you see, sensei I'm just as disappointed in myself And ready to die Just as I relay the message, Spray me with your morbid essence Don't, croak, you fool, You've only a spoon ful of sugar left to go The dose is coming up your throat, — you didn't know to throw up Grab the rope and go up Before gravity has crushed your —thought: Stupid boy, you don't want to die— Nor to do, but oh, do we have it coming Silly mortal, overlords and governed, Short of morals, steady coming at your doorstep So goes our concert! And so goes our concept for divorce, And sure of course, Your four corse meal, and/or dessert This is just devastating, genetics made me The sort at sorting words, but surfing, Sure. Ever temporarily the cadence changes, Still they say “you've been betrayed” But never had a friend I made made As good as death and God have been to me For everything you're meant to be, Plus everything you're meant to me, I go, unwanted, troubled and disgusted at my own immortal outcome. Sure. My back hurts and I'm wounded, Heartbroke, Thrust in every cardinal direction Also, honored at the mark of magic wand Upon her shoulder; And so, Just as soon as the sun and moon, Does the fire escape set a perfect path For outward destruction of the bricks and mortar Or your alter (This we talk about, to some effect Is your repression and affective form of supernatural perfection) But forget the makeup; I can make you up to be a star And not of wars and other worlds, But those that come before us, Carson, and the others Paar before that. But, I think not dear sir How wrong you are, A wretched bird, Set not to fly, but O father Wit and relay messages, The passage said, and set to clocks, The past was won and so the future altered, But dear feathered father, Mortal you are not But just another triumph Of my god; And set the mirror to the magnets Camera, lights and action, Magic— All the signs of the dawn, and the mad don Red Dawn came upon us, called the Red Man Tom, from other, over, under Still was my mistake to mumble such Or put upon the tongue As such assumption Still— wonder? Bird, shut up; Love I dusk And lust I soak In all the frittered dust and feathers, Colors, coming up as mister Chuck and wood, and wait and ponder Slithered this to wonder, not a rock, But potted fern, Asunder Thunderstorm And wicked rain And fair the back A tide had come And sitting there upon the shore, Was us, and 12 apostles She's a Brick— Seemingly out of nowhere, A RED BRICK HOUSE falls very perfectly from the SKY and into OZ. oh good, my house is here. House. [the festival project ™] But I don't want to make house! Then play it! I don't want to play house it is BORING. You play it— they want it. But I don't want it. Then forget it! What! Listen kid, a job's a job! {Enter The Multiverse} Wrong, this is wrong— everything is wrong. What's wrong, Rob? I'll be back. ROB LOWE has just played TRUTH OR DARE L E G E N D S if I could get inside your head For just a second Bread and butter Heaven, hell, And other places I have wandered But oh, wonder This is never what I wanted, Was it? No sir. Sure, I set you off, No sooner had you got a gun and shot me. Handsome fucker. I'll bet. Wrong act. Wrong award show. Wrong hat and a baseball bat, Peanut butter and a nice cold cheesecake, Don't forget to order cheesesteak For your cat. A carnivore at odds with the other worlds, And also fused to us; This drifting back and forth Between the Rock And Hollywood Has got to stop. ((The world is toxic.)) the legend of… L. JONES It's you! BLŪ AH, crap. L. JONES Listen, I got something for you. BLŪ Where did your bird go? L.JONES What bird? CUT TO: Now open that. No wait! It's a trap! THE VAULT inside THE CRYPT at 30 ROCK has been opened. I keep looking down at my phone As if I'm expecting a phone call Or incoming message from God But the worlds to a song Are all jumbled up in my Concious I don't want to talk about it I feel Nauseous Everyone is being obnoxious Even my own blood I don't want to function I just want some French toast crunch For lunch Nostalgia I got a whole inch taller on the peloton Holla Now I got a body, Broader, So close to Broadway But I never go there That's a tall order Of “gotta have money” I mean live theatre It's fine I'll eat here And repeat these things till they just rhyme Line them all up like a context, Story Someday I'm gonna cut my own check Watch me lol none of this rhymes without a hard Brooklyn accent ; Guess you can't hack it! Send you ass packin! I said “That's whack son!” Then I went back blonde Now they want Backend, Contract, Off the top, Royalties Residuals I'm an individual with insidious syntax And yet I'm ridiculed Truly I'm a tit-for-tat Or particle of all you are Circular centrifuge, I trickle down your tentacles (Eugh) Choke the chicken just to give the cat a chicken bowl, Chick fil et and pret a tair just to get a ritual Espresso and a quick snack So I can get my dick wrapped In chocolate and licorice because the shit is edible Damn that I guess they set a damn trap By putting out the welcome mat, Then strapping Like a mothafuckin' straight jacket Matter fact, I look a nap in it, Then magic tricked the slip effective Compliments of Michael Jackson Or was it tech nine? Maybe I should get my Mind right I lost it once I guess I've better find it If I am, in fact, A diamond in the rough It's probably blooded it up enough That you should dig it up and shine it; Better yet, Somebody outta pick it up And sign it, Cause I write enough To put a vision To a blind man It's Fran Fine, man I'm behind, man The shadowgov had put me on a diet My bad I noticed that they tried to shut me up But couldn't stop the words or other stuff That just keeps coming out of my head I put coconuts as butter onto my bread And thinking thoughts of Carl cox As I drift off in my bed, I said, “It shouldn't be a problem, officer” As I reached for the gun And he aimed it at my death. That's an impossible apocalyptic suicide— Did you invite the devil in? I said “Nah, but that guy did.” The problem is, I pointed over yonder to a ghost Who also knows that I'm a well respected psychic; Nevermind a sidekick, side bitch in a sidecar, Psych ward, Sike! We spike war on your kind! So far, If I make history tonight, The other side decides their psalm is just as likely The third reike. Okay, strike one: I'm gonna turn your lights off. Strike two : you do and say what I do: Strike three: we're gonna make you suicidal I specialize in denying rights for high profits But big brother, or boss— What if my glove fits? The instance it does, We lock you up with no service, Your world becomes dark And your words become worthless Oh shit. This is not a good rap song. Like, at all. I must say, I do agree, You lose your trust, but silently Denied is all your trouble, Till it just begins to bubble up Until the cookie crumbles— See that feeling in your stomach? This is bigger than the money, girl — They want your soul, and then the world! I told you never call him. I didn't! Then explain this: [Skrillex] *sharp inward sigh* CUT IMMIDIATLEH TO STAN You know what! That's it! I don't care how handsome or rich and famous he is! This has to stop! KYLE Hey, wait just a minute— STAN SHUT UP KYLE. KYLE You shut up! STAN You're starting to sound just like him! KYLE Take that back! STAN I won't take it back! You all might have forgotten who you are, but I haven't!after of fact, I bet to Cartman, you're still that stupid little Jew kid! KYLE That's IT. KYLE takes out his phone. what are you doing? …I'm tweeting about this. I thought it was X now… It is, but you can't ‘x' anything, it's still calledl tweeting. I guess youre right. —and I'm tagging Cartman ! STAN Are you serious? Oh shit, this is social suicide. …did I ever explain this storyline? …I don't know, did i? I'd gotten so focused on this impending doom looming over me with this whole lawsuit that I'd forgotten entire worlds and whole documents. Even more terrifying, was the sudden quiet and the onset guilt that came over me for getting distracted. But I couldn't remove myself from it entirely—- it seemed to have ruined everything. It wasn't just motorcycle noises, it was like a nervousness and angst twisting in my stomach for months and months, until finally, as the court dates started approaching, it was peaceful, or rather, normal, all of a sudden. It couldn't be peaceful because now that the extreme noise was gone, I knew it had been planted all long— but what was the purpose? I'd lost two years not knowing, and though there were albums, they were never what I wanted. Now I was sorting through the documents of the show like it was the rubble of a decimated building— completely demolished, and I hadn't the slightest clue the contexts or the storylines anymore. It was pain and suffering, but not in the legal context. It was a creative disaster— I hadn't any idea in the slightest where I'd left my audience before I was forced to abandon them. But I was forced to choose, at times, between soap and toilet paper, or eventually, food, and water— or a phone. Eventually, this too became a pattern of the impossible— trying my hardest to do what I thought had been my purpose, but for far, being so endlessly sabotaged, even ridiculed and humiliated, and still, I couldn't understand why. I was tired— and somehow, even though I'd wanted to be left alone, I was the target. Worse was that I assumed it to be bigger than I thought and completely out of control— I thought immediately back to how my best friend from middle school had been attacked, and how she was made to think that it was me…to the point that she'd become obsessive about it to call my mom over it. And as far as the court was concerned, to the wrong ears or wrong eyes, anything I'd published in the festival project could look troublesome, like the ramblings of a mad mad, or schizo, or uncontrolled obsessive thoughts— because the biggest secrets of all, the things that tied together these fictional worlds and plots, were my own real life experience. The inability in a court of law to detail the podcast, which had started as meltdown some would call grandiose over an almost long forgotten rockstar and a porn model — and the entries into the festival project that followed, which included high concepts, off-kilter comedy, politics, and even fringed on social justice. Nothing I ever would have wanted and especially over money, but the lawsuit wasn't about money at all. In fact, at any moment I would have chosen to die and have it all stop if it weren't for my very young son being left alone. Though recently the dread had overcome with a sense of unbearable loss and agony, encrypted with suicidal thoughts and wants, reeling for human touch, the overbearing factor seemed to be that if I killed myself, I was giving someone what they wanted. I was really much too tired to go on, but leaving behind the world in entirety, in my very own way of beliefs wasn't just “shitutting it off”, it was starting it over. Understandably and undeniably immortal in its nature, the instances of God I had left spoke with a reminiscence of being born again, and having to remember which is it I'd wanted to start off. It was an unachievable overload of chaos and disruption, a level of corruption that spoke to something so dark and sinister it seemed biblical — then, again, I tried to wrap my mind around a way to rebuild a positive world from hope and thought, or manifest reality, but this is the very experience I'd felt was intended all along. The motorcycles weren't merely meant to destroy my career, or my will power, or force— they were, but also they were made to play upon my most valuable asset, the power of thought, to make it impossible to become something other than what was wanted; to use my own mind against itself and destroy my way of thought by using vibrations that could not be shut out, or stopped— they followed me to the sound collective, to Shakespeare in the park, the bank, the doctors office— it was as if they knew and understood my very thoughts, my process. It was of nothing at all to corrupt every single body and brain who would surround me or come close— by using the power that seemed supernatural enough, but indeed were powered by money, and technology. Perhaps, in this essence, I thought, was the purest display of defective intention itself; the mere thought that this indeed was rather Good Vs. Evil or God and The Devil would easily be written off as a diseased way of thought. The social world and constructs had been built around being open minded to a system of psychology that was intrinsically rather corrupt. I knew this could only be fought with what I knew, and what I could draw from as logic. I didn't want to go to court because I knew the people I would be fighting were liars, and well trained psychological masters of manipulation, well hidden terrorists dressed as public servants and systematic corrupters all for simple profit margins, to whom I was not so much a person or a mother, or a daughter, but a number. Because I was poor, and had once or four times chosen to love the wrong person in an unorthodox and uncontrollable form of torture, dismissing each and every social construct or physiology that was by the book, by embracing that there was a reason for change I quickly became quite the antagonist of sorts and hopefully not some sort of martyr —for the kind of people that had money and property, and perhaps even socially constructed circles to camoflage their own self doubt and hatred, but absolutely also had no morals. –Death of a Superstar DJ If I lose my mind At least I know I'm right on time This time— I meant that, I had it bad this time MCBADBAT I had it bad this time, And the last. Perchance for you, Hour or folded, Hair my weight And glassed upon thy, This upon now, Feathered waking, And there barely weathered Shaking. Dear, dear, Tis is fair truth, To fare that I have gasp And fated at thy doorstep; And yet, care to force, Her breaking waves and saving tinder, Fit there slithered in as yet astonished, Then another; And I hated. So, then, slower now. All there, gathered none. And show to show thy force What then became and withered after, None to bark or beg But birds and feathered creatures, pander The tides did Quake, And the heart did grow ten fold and steady saying None upon us but one left to shiver in the depths That yet remain as undiscovered For now never there was another world, Undone, And also another becomes, My death— And therefore all the worlds I kept, To travel on and travel As becomes one, does another onward As the first is glass to dust, And last is born there. So, Then, I, Crept, In my dress, Kept for clothes that church did water I, met, My mark and there the doors of shadows open Wilted and wake? Hear you; A star was born In other cosmos tied with our own nurture So, Kept, The weight of clasp and bone That holds the crept and precious alter Goddamn cat! Where are you. AAtticus Caaticus Oop. Gotta go. Toonces! Tooooonces! Where are you? Omg remember that one where that couple has a magic toddler and they just let him like,float away. Yeah, barely. Yeah. So I do. CUT TO: TOONCES focuses intently on the task at hand; he's sure he can manage to drive the human vehicle to his own home— to where he's assured he will find the actual body in which he belongs. Now… let's see, if I can just Wait, I who? ATTICUS CATTICUS, An ancient alien sorcerer must relay a series of important messages. Unfortunately. YO WHAT THE FUCK. None of them seem to be getting through. CUT BACK TO: TOONCEEESSSS. here kitty kitty kitty!! {Enter the Multiverse} I would dedicate, but honestly I've not time to waste And I'm craving wedding cake I hate to destroy you But for now, you know I can't employ you; This implies my eyes are also murder And I'm sure of her departure From another world, Perhaps across the border. Also, quite the dark sorcerer himself LORNE MICHAELS has well hidden himself under the guise of having become one of the most successful television producer of all times— And even in his own very small world, Nobody quite seems to know why. JIMMY FALLON Lorne, I have to tell you something. LORNE MICHAELS This had better be good, Jimmy, I've just made popcorn. [the festival project ™] Don't worry, for now, The risk remains hidden, As sure as an asset is an advantage, I can't have the classes counting Heads of cabbage as accomplishes, The masses are honestly astonished And impossible, but what was wrong with Boredom in the first place? Nonsense More words And still no dollars Hunger strike, And burning harder, California deficit, lack of bread, Heaven sent interventions and scissors, Mistresses, disasters and divorces But who says the whole story has to suffer? You're a surfer under water, Remember that when you finally catch your breath above the surface Can you clear her? He who? Back to work! Or back to the future! My super brain is dead but I think I'm next I think heaven swallows whole the blooded laugher From the constructs I've come from. Remember that. Remember not to fall from too far up, God would give you wings With time to spare Before you ever wondered where Your mark was On the plaza Don't let me up to the very top. I will at the very least Best scenario jump off And rid the world myself, Just for a dozen donuts over Crossing hearts and Hollywood And Griffith park To also soft my foot Upon red carpets. You ever shave your armpits!? …no. Hm. Catholic. Of course. Get in. Destination. —Rotterdam. You idiot. I made it. Whatever, get in the boat. DI NERO Give her your shirt. What. Your shirt. Why my shirt. Just— Fine. Here. [he hands over his shirt— in an instant, the woman becomes an exact REPLICA.] …my shirt. Relax. Nothing's gonna happen to it. Okay? —in fact, you're still wearing it. Alright! She's right, Jimmy, relax. I can't, that's— It's simple. There is nothing simple about this whatsoever. You're right. It's not, so get over it. [The Festival Project ™] BILL MURRAY There's a compartment at the end of the left corridor— Alright. In that hatch, there's a chamber. Okay, what'll I do? You'll open it? How? I'll tell you how, just get there. Suddenly, a barrier falls; it appears as though there are booby traps set here. Uh— that might be a problem. There might be a few of them. What just happened? Booby traps. —ah, I know what you're talking. Those aren't booby traps— they're Bobby Traps. What in the Hell are you talking about? For whatever reason Jimmy Kimmel Is important Now I'm scared of him, I know he knows the devil Come to think of it, Might even be an advocate Have an avocado But don't know the half of it These are, as it stands Comes what may Special circumstances I could circumvent an intervention, Never second chances I've been setting rat traps, Trapeze artists, Bampheramph camp, And also trampolines over the plaza That seems dangerous. Yeah. AHHHHHHhhhhhhhhhhhhhhh. Damn. Know it's plausible, That I also am an alcoholic, Though dysfunctional, Professional, And underrepresented So I stand myself, Let's just say pro-se if you will I could add Prozac to my snacks But I'll be delayed, if you still Don't get my messages I'm sick of having heart attacks; A hard advantage I was looking back on “fully packaged” A six pack of abs And nothing left to eat but cabbage, Haven't had a mouth, But I've been counting on my ass To get me back up north, I'm coming from the South Out West, there's a word for that At best, you're a four and a half My body double stunts and stumbles Struts at nothing Struck before the one, And so between high noon and Somewhere around 30 in I'm never turning 30, 30 Rock is in the wind— So count that up, That's what my income is. That's what they said? “Too late, you've been betrayed” If that's how it is, Then I request “beheaded” You know your mother says That ugly face just becomes permanent If you keep making it, And so I did, The second that it ended I'm Trying so hard Just to be What they want That it hurts Just to stop And relax For a moment INT. THE LAIR. NIGHT What is this? Where am I? You're— Alive. Why? …I changed my mind. You're not ugly You're just not mine I changed my mind I changed my life around. I skip line after line, But the message ain't right, I have time a chance No challenge accepted No exceptions or Expectations Expand this racism vocabulary Set the rat traps back To February Stamp the weather's getting Better with the postage clearing Abstr– My cat is so cute I can't stand him; But he's pretty bad, That my only friend; Animal. I blacklisted deadmau5, And my whole set sucked. Presently, however I'm a peasant Plucking pheasant feathers Guess I– pppftt. Like it never even happened But I'm sure we're all to war, Like a fear I never grasp it, What's l before, uncertain of your l words— My dear, were tattered and the masters heavy handed, Oh, my dear, we're marching on a battered Wit, to all your fan mail I tel you, I was I tortured, Let me show you And also, No one forced my hand at magic, Questioned prestidigitation, Or went back to every second, Land you think you owned as time In fact, my crucial very hard earned gossip column Asks the reader to reform his or her thought Before a judgement can be made How fascinating. The bag says ‘poems' so I wrote one, But I'm sure since my marker's toggled on I'm being stalked, It's like a magnet, Punch the clock And here they pour into the coffin So I won't be pouring coffee for the puffin; Maybe someday I'll look back at this as all I ever wanted, But for now it's just a horror show, Where I belong the murder— Yet a thriller, Best, The audience is captivated, Yes This is evasive, Cause I can't been captured yet By either masses or Mass murderers. At last, a cadence comes clean of its Breaking waves and rhythms, Tides and ties, Becomes another— Then, I'm whisked away Not back to slumber, but of subtle thoughts Of Californian water Lapping up across our surfboards; I often wear them tides, The undertow As pull of greater waves I sit aside as all that passes [The Festival Project ™] When I see Calvin Klein, I think of you; Not what you used to be But turned in to So it's mutual— Pay attention, fool As does moss grow on a rock And this to you— It is unfortunate, my dear You miss with every twist, Adjustment of attention span, The glances I foreshadowed (Here you are, inside your past) It's just affective of the effect, You've been levitating, Yes, I find it devastating Every second kept is just a fortune But you pause before you post— You reap before you even think Of what you sow, You don't belong, Agast, (True) Set the tone, Classless, But I'm Art, you are a Daunting folk song, Mistletoe and marker. CAMERA ASSISTANT Marker. …what is this for again? CAMERA ASSISTANT (Annoyed, mumbling) Shut up. Ten minutes passes and still, I'm awake But the tragedy of the mistake has just set in, I'm sure I've been tortured, I'm paid in mistakes, but I'd rather be shattered with Mortimer's curse. To the tune of Ten by ten by ten I will never be lover, nor friend in the end. {Enter The Multiverse] DRAKE concentrates heavily on a very long , seemingly very angry message— a frowning face plastered as he writes that is so noteworthy, it catches the attention of many a passerby— still this focus unwatered, as he bashes heavily away at the text message with the thumbs of fury for over 30 minutes while sitting at a booth in a well-loved pancake restaurant. As a tall stack of pancakes is served before him, and he, still unbreaking this angry texting streak or eye contact with his phone sits before them, history is made in what internet culture has now deemed as “the most meme worthy face in history” The world wonders what he could possibly be writing— and more importantly—-who he could be texting. Tears come to his eyes but do not fall as he raises his thumb with reserve, to finally press [RETURN.] CUT TO: SUNNI BLU receives a text amidst a wild party. Almost without so much as a reaction, SUNNI BLU pings the message to a projector and cuts off the lights, and music. A VERY LONG, ANGRY TEXT is projected on the wall. I slept from 10-2 There was nothing else to do My name is Devin DeLouise And I am not supposed to know these things Seven are dead and three are left I know what's next I'm also often known as And referred to as coyote ugly; Suffering a tantra wall, Yo, you son of a bitch! You dirty, dirty son of a bitch. I must admit, I had a lot to do with this… I had no part in it! Relax… soon enough, the both of your realize— this is how the unimaginable gets written. [he loads the polished sterling silver pistol and glamours over it] You have our memory. —all memory. And as soon as it ends, before it can begin again. The slate is wiped clean. Good riddance. “A Different Kind of Monologue” Is this what you wanted? Ooh— you should try me! I wish you would try me! Try me! I wish you would. Be calm, Grand Master. This will all be over momentarily. What's going on. Deprivation chamber. Crypt? —Encrypted? A lockup. Ah. Thought so. That ought to show us what he's really made up. We can all hope. [he pounds on the glass, the one way mirror acts as a camera which the maj aresses, rabid and wi the anger of a dangerous animal, both we, n audience, and the small group of men gathered a the other side of the room. This could be the basis of a lot of lawsuits. So now I have your tears and agony A wilted throne and wand Which which would grant a wish of comedy, And therefore ever after, Not pain and guilt, but laughter So heavy is the hat that acts as crown, And so foolish is the King to think ‘imself as not one, Creaks the crow and also of the feathered guilt that follows, I Kept and bashful, wishing not the show as throne but sorrow, Kept to wick and wake and bones to shatter from tomorrow. Tomorrow. Tomorrow. Do you fear us? …do you wish to be feared? What of us? I seek to cause the wish that stands as though you may as granted. So shallow, fair child. And brother and my son also. Gross! Stop. You are weird! Dude, you are fucked. In the withdraw, my shadows and darkness Are there always, never resting Stories and gathered images, Visions of betrayal and archaic wants. In time, I've abandoned them all and betraying that which I've lost, For I know, and not ponder on That I shall never know love, As all standing tal over me Have eyes; And all I want Knows not what hides under my ugly. Alright. I followed your spiral, downward, and down wind and down wood, Into a place where I also aspired to show your mark Upon my rotted corpse or coarse crossifix; Sure worded and down trodden. Now, worse, I'm also sworn To mourn all my own losses, Kind folk. Kind hearted and now my eyes also sudden to wander— And there goes my miles and triumphs And morals and war songs, And sure, swallowed the barrel of a gun But also departed with honor, I tell I. Glimpses of wither and winter and whittling pain, And I slither my back to the center of All I am, in this, and shadows, Fairtails, And grains of rice and sand to twist away Into the rain as I lay dying. What a fortunate! Don't make my mark up and out, few for short times, Aye, conspire to warthog, Remember so force your spirit onto ours, And shake, sandbox! There aiming at you were the snakes of six liars, And the stakes of empires lost and won over, Also one solemn subtle Star of David Worn upon the neck of six monks, Ragtime Six popes, pass I; Six fathers and streaks solemn and Care tan teared salamander, Having weight and wake to cheer For our slaughter. Then, you, Having gained and also lost should reap to sow, What you'd have wanted; Though the tongue so convexed having way to guild your complex, Shaking as I hunger fruit that not but hangs Before l wanted I know, I could knot be consoled I know, I could not be consoled I know I could not be consolidated either Bought, or purchased I know I'm not consoled at all, I know I'm not confirmed at all I know, I know I'm not confronted, nor immortal — but your glorified affliction. Poor infinity. Of poverty, perhaps, but never poor at all. For your were warned of all the doors as opened at your calling. Not to walk though, But to ponder at them, wondering. he's gone Maybe I should go Too Heavy weight hanging on my Shoulders I'm just star struck I don't know You I don't really like saying What I go through Talk an hour, Fake it All day show Monologue Improvisation Now i'm on a roll, But my thoughts got darker I like adderall and a real smooth talker I like a husband-father , Doctor, Actor, Tall and handsome, Doesn't matter I'm alone, so i feel hopeless Aggie's gone, So i might as well go though Oh– She's gone ((I think i'm past my time)) I think i should go to She's gone (so long) Right on, man I might as well go to It's been a long time, Gotta turn my light off, Overtime, That's a long ball game Season's over; On my back in the middle of the ball court She's gone, So i might as well go too. Copyright © The Complex Collective 2025 The Festival Project, Inc. ™ All rights reserved. Chroma111. Copyright © The Complex Collective 2025. [The Festival Project, Inc. ™] All rights reserved. UNAUTHORIZED REPRODUCTION OR DISTRIBUTION IS STRICTLY PROHIBITED BY LAW. INFRIGMENT IS PUNSHABLE BY FEDERAL LAW LEGAL NOTICE / ARTIST STATEMENT Project: The Festival Project ™ (Season 12) Genre: Speculative Auto-Ethnography / Social Surrealism Disclaimer: This document is a work of creative non-fiction and political satire. While inspired by the author's lived experiences with systemic oppression, housing displacement, and surveillance, the narrative employs stylized fragmentation, stream-of-consciousness, and metaphor to dramatize the psychological impact of these events. The "characters" and "dialogue" herein are artistic devices used to critique historical and modern power structures. This text should be viewed as a performative artistic expression protected under the First Amendment, and not as a literal transcript of clinical psychosis or a formal sworn affidavit. This is a character study of 'Chroma111,' the collective artworks of a musician living in a dystopian surveillance state. The erratic language is a stylistic choice to represent the character's psychological deterioration under systemic oppression. All characters appearing in this work are fictitious. Any resemblance to real persons, living or dead, is purely coincidental. The Genre: "Afro-Surrealism" / "Social Horror" "Psycho-Acoustic Weaponry" or "Havana Syndrome symptoms." The Frame: The protagonist is subjected to "noise harassment"—a tactic dramatized here but rooted in the known reality of tenant displacement and "psychological attrition." The narrative depicts a process of "Soul Murder" ( also known as spiritual warfare) orchestrated by a hostile apparatus. The antagonist is "The Institution," representing deep-state mechanisms that view multicultural intellectualism as a threat. The story allegorically dramatizes the invisible mechanisms that enforce racial hierarchy, depicting how broken social systems weaponize psychological practices against the individual. Artist's Note: This is a living document. In the event of the artist's silence or unnatural death, this text serves as an artistic testament to the psychological siege endured from to 2023-2025. It is a creative record of survival against a hostile state architecture. The following is a creative non-fiction horror manifesto regarding the psychological assassination of a multicultural American artist. It documents—through the lens of Afro-Surrealism—how modern surveillance technology and sonic harassment are experienced by the targeted individual. As it stands It has become a modern sequel which mirrors the civil rights struggles of the 1960s, set in the present day. "The protagonist is being subjected to 'noise harassment'—a known tactic used by landlords and corrupt entities to displace tenants. The sound is weaponized to induce sleep deprivation and psychological attrition, dismantling of their ego and will to live, orchestrated by a hostile state apparatus. The antagonist in this piece is 'The Institution'—a deep state that views multicultural intellectualism as a threat. The story dramatizes over time the invisible mechanisms (the 'Deep State') that enforce racial hierarchy and and psychological genocide, weaponizing broken social systems and unfounded psychological practices as biological weapons. This is a living document. In the event of the artist's silence or unnatural death, this text serves as evidence of the psychological siege endured from 2023-2025. It is a transcript of survival against a hostile state architecture. This project spans an unlimited multiprojectoral arc of over two years of chronic violence, reaching into historical and theatrical projections and parallels over the all documented records of human existence through time and space.

49ers' Pregame contributor and former Stanford quarterback Todd Husak joins Murph and Markus to talk about Malik Mustapha's physical style of tackling at the back end of the 49ers' defense, Brock Purdy's return as starting quarterback against the Cardinals, and how the 49ers can continue to win games without a fully healthy roster.See omnystudio.com/listener for privacy information.

49ers' Pregame contributor and former Stanford quarterback Todd Husak joins Murph and Markus to talk about Malik Mustapha's physical style of tackling at the back end of the 49ers' defense, Brock Purdy's return as starting quarterback against the Cardinals, and how the 49ers can continue to win games without a fully healthy roster.See omnystudio.com/listener for privacy information.

Welcome to The Game w/ Alex Hormozi, hosted by entrepreneur, founder, investor, author, public speaker, and content creator Alex Hormozi. On this podcast you'll hear how to get more customers, make more profit per customer, how to keep them longer, and the many failures and lessons Alex has learned and will learn on his path from $100M to $1B in net worth.Wanna scale your business? Click here.Follow Alex Hormozi's Socials:LinkedIn | Instagram | Facebook | YouTube | Twitter | Acquisition

What does it take to build a career as a mobile engineer when AI is changing everything? Pasha Mazurin shares how he went from Java backend engineer to Head of Mobile, why he only joins mobile-first companies, and how AI-assisted development brought the joy back to his work. This isn't theory, it's real lessons from 15+ years in the field and now learning Android at a senior level.In this episode, we cover:AI-assisted mobile development workflow (the four-window tmux setup)Why mobile-first companies operate completely differentlyHiring for strengths, not lack of weaknesses (lessons from Uber)Leading as a hands-on engineer who stays in the trenchesWhy React Native doesn't feel native and when to go fully nativeWhether you're building your mobile engineering career or figuring out how AI changes your workflow, this conversation offers practical perspectives on staying effective and making intentional career choices.Connect with Pasha:https://www.linkedin.com/in/kovpasTIMESTAMPS:00:00:00 - Intro00:01:13 - Using AI as Your Junior Engineer Teammate00:02:33 - The Four-Window Tmux Setup for AI-Assisted Development00:04:29 - Managing Multiple Features with Git Worktrees00:05:52 - Why AI Makes You a Better Code Reviewer00:08:07 - Setting Up Markdown Files for AI Context00:11:54 - Small Teams vs Big Companies: Where Mobile Engineers Thrive00:16:26 - The Mobile-First Company Filter That Shapes Every Career Move00:18:31 - Being Nice: The Underrated Career Skill00:20:29 - Pick Your Battles: When to Disagree and Commit00:22:52 - Hire for Strengths, Not Lack of Weaknesses00:25:16 - Is Software Engineering Still a Good Career Choice?00:28:19 - How I Accidentally Became a Mobile Engineer00:31:41 - Why I Only Work on Apps That Matter to People00:35:08 - Joining Uber During the Big Mobile App Rewrite00:39:12 - Leading Without Rank: Managing as a Hands-On Engineer00:43:01 - How AI Changed Mobile Development in 12 Months00:46:09 - The Communication Skills That Make or Break Engineers00:49:59 - It's Okay to Say You Don't Understand00:51:30 - Working on Payments: Building Critical App Infrastructure00:53:25 - Why React Native Doesn't Feel Native (And What Works Better)00:55:36 - Can You Switch Specializations Without Taking a Pay Cut?00:57:02 - How Learning Android Brought the Joy Back

Jacob Walter  - VP of Finance - Patriot Properties On the Property Management Conundrum: "We look really good when everybody's making money. You know, we're always the problem when they're not." The thing about investing is that the financial part is the important part.  It's all fun and games until you realize you aren't making money, or worse. This is where it pays, literally, to have a smart finance guy in your corner.  Jacob Walter is the VP of finance with Patriot Properties.  As the guy watching the money go in and out for themselves and clients, he is in charge of making sure the numbers are not in parenthesis in the wrong spots. Listen in as Jacob Walter shares his journey from college intern to finance executive, offering a behind-the-scenes look into the complexities of managing thousands of rental units, navigating the fast-paced real estate market, and building a team that can handle everything from apartment complexes to storage units. Whether you're an aspiring investor, experienced landlord, or simply curious about the business of property management, you'll hear plenty of candid advice, funny client stories, and hard-won lessons on scaling up in a competitive industry. Enjoy! Visit Jacob at: http://www.patriotpropertieswisconsin.com/ On Instagram: https://www.instagram.com/patriotpropertieswi/   Podcast Overview: 00:00 "Client Forgot Their Property" 05:12 "Life Insurance: Niche Necessity" 08:30 Hiring Considerations for Job Roles 11:35 "Client Forgot Their Property" 13:24 Property Deals and Financing Insights 18:08 Madison's Rental Market Trends 20:52 Real Estate Rent Challenges 24:24 "Leaky Boiler Water Feature" 28:30 "Unrealistic Deal Evaluation" 31:01 Unit Maintenance and Value Maximization 35:19 Madison Property Repositioning Strategies 36:53 Tired of Property Management 41:37 Barrack-Style Madison Property Sold 43:49 Less Competition, Greater Opportunity 46:28 "First Deal Matters Most" 50:15 "Scaling Property Management Success" 53:26 Competition and Property Pricing Factors Podcast Transcription: Jacob Walter [00:00:00]: I do have a funny story. One of my clients, he, he left for, I believe like Italy or Greece or something. He was gone for like two, three weeks. That was right. You know, when he came back was like, right when we were sending out our monthly statements and he called me, he's like, Jacob, like, I forgot I had this property. I'm like, what do you, what do you mean? He's like, yeah, you just, you guys have been handling. I haven't had to worry about it. Nice to see that there's plenty of money in the account. Jacob Walter [00:00:23]: Like, this is great. This is exactly what I want. James Kademan [00:00:31]: Have found Authentic Business Adventures, the business program that brings you the struggle stories and triumphant successes of business owners across the land. Downloadable audio episodes can be found in the podcast link found@drawincustomers.com we are locally underwritten by the bank of Sun Prairie and today we're welcoming, preparing to learn from Jacob Walther, the VP of finance at Patriot Properties. Jacob, how's it going today? Jacob Walter [00:00:56]: I'm doing well, thank you. Thank you for having me. James Kademan [00:00:58]: Let's start with what is Patriot Properties? Jacob Walter [00:01:00]: Yeah, Patriot Properties, full service property management company. So we kind of joke around that if you can rent it, you know, we will manage it for you. We do. Obviously our bread and butter is multifamily. We do short term rentals. At one point we did camper van rentals. James Kademan [00:01:19]: Oh wow, you weren't joking. Jacob Walter [00:01:21]: Yeah, yeah, don't do that anymore. That was, that was an interesting time. But storage units, whatever you can rent, real estate wise, we can manage. James Kademan [00:01:32]: All right. And how long have you been with them? Jacob Walter [00:01:35]:

11-5 Carmichael Dave joins Papa & Silver to break down the Warriors showdown in Sacramento on the back end of a back-to-backSee omnystudio.com/listener for privacy information.

11-5 Carmichael Dave joins Papa & Silver to break down the Warriors showdown in Sacramento on the back end of a back-to-backSee omnystudio.com/listener for privacy information.

The Warriors dominate the Clippers, the Warriors defense shines, Curry performance, Butler performance, Quinten Post defensive game, Brandin Podziemski bounces back and more!

Prakash Chandran—co-founder and CEO of Xano—joins JJ to unpack how teams ship production-grade backends without spinning up servers or writing boilerplate. We cover Xano's origin story, why backend business logic matters, how AI is changing application workflows, and what's coming next (including AI assistance baked into the product).You'll learn:• When to choose a visual backend vs. bespoke code• How to model business logic and data for scale• Real examples of Xano in AI-powered apps• Where Xano fits alongside tools like Bubble, Softr, and custom stacks• What Xano is building next for serious, production useAbout Prakash: Former Google designer turned founder, Prakash has spent years helping teams move from one-off software projects to reusable, scalable backend foundations.Links & Resources

Send us a textWe recorded live at IMAPS with Siemens, ACM Research, Shellback Semiconductor, DECA, Nordson Electronic Solutions, and VIEW Micro Metrology to explore how AI demand, chiplets, and panels are reshaping advanced packaging. We dig into 3D BLOX, thermal and test roadblocks, green chemistries, metrology at scale, and why the back end now leads innovation. Listen to learn about:• The Siemens–ASE collaboration on 3D BLOX models and VIPACK workflows• Interoperable YAML-based packaging definitions moving toward IEEE standard• 3D stacking to cut picojoules per bit amid thermal and test limits• Panel-level packaging economics, sizes, and lack of standards• ACM Research updates in copper plating, bevel clean, frame clean, and compound deplating• Batch spray versus single wafer trade-offs at Shellback Semiconductor• HydrOzone green strip replacing legacy NMP in select flows•The  DECA–SST deal for NVM chiplet package and SoC disaggregation• Nordson Electronic Solutions' panel strategy, IntelliJet 1.1, Vantage platform, and warpage control• VIEW Micro Metrology's high-throughput telecentric metrology across wafers and large panelsLearn more at imaps.orgSupport the showBecome a sustaining member! Like what you hear? Follow us on LinkedIn and TwitterInterested in reaching a qualified audience of microelectronics industry decision-makers? Invest in host-read advertisements, and promote your company in upcoming episodes. Contact Françoise von Trapp to learn more. Interested in becoming a sponsor of the 3D InCites Podcast? Check out our 2024 Media Kit. Learn more about the 3D InCites Community and how you can become more involved.

Everyone keeps asking, “How do you do it all and still make money?”Here's the truth: I don't believe in balance. I believe in systems.In this episode, I'm spilling the tea on the backend that actually runs my business—the automations, workflows, and client systems that keep everything moving while I'm baking cookies, raising my baby, and living my Soft x Savage dream life.Most coaches won't tell you this part because it's not “sexy” enough for Instagram. But these are the exact systems I built *two years before I ever met Edy*… because I knew the woman I was becoming—a wife, a mom, and a CEO—deserved a business that could hold her life, not consume it.If you've ever looked at women who seem to “do it all” and wondered how, this episode gives you the full breakdown:- The backend systems that automate my income and client delivery- How I structure my calendar for energy management (not time management)- The non-negotiables I protect as a wife and mom- Why I built all of this before I ever “needed” itThis is the episode you listen to when you're done glamorizing hustle and ready to build something that lasts.

Jim Edwards and Stew Smith discuss turning articles into presentations, scripts for podcasts, and focus on funnel marketing. Then we make a presentation using the CopyandContent.ai Genie with hack-like skill. Check out the Facebook Group – Sales Copy and Content Marketing Hacks at https://www.facebook.com/groups/copywritingandcontenthacks and for more information on the wizards used to make outstanding sales copy check out https://www.CopyandContent.ai. Also - Check out the Facebook Group – Sales Copy and Content Marketing Hacks at https://www.facebook.com/groups/copywritingandcontenthacks   

Mark Raasveldt, co-founder and CTO of DuckDB Labs, shares his journey from academic research at CWI Amsterdam to creating one of the most innovative analytical databases of the last decade. Mark discusses the technical challenges of building DuckDB from scratch, the philosophy behind embedded analytical databases, and why single-node performance still matters in our cloud-first world. He provides insights into open source business models, the evolution of data formats like Parquet, and how DuckDB is democratizing high-performance analytics for developers everywhere.

Backend-related outages were somewhat of a theme during the first half of 2025 and this trend seems to be continuing. In recent weeks, we've seen several service disruptions that appeared connected to backend issues, affecting organizations including a social media platform, an Australian bank, and a major airline. These incidents offer valuable insights into the typical characteristics of backend outages and strategies for spotting them. Tune in now to hear more about these events and the distinct anatomy of a backend outage. ——— CHAPTERS 00:00 Intro 01:01 About Backend Outages 04:18 Anthropic's Claude Outage 08:44 Service Disruption 12:54 Alaska Airlines Outage 14:17 Commonwealth Bank Outage 15:42 Gong Service Disruption 17:25 Outage Trends: By the Numbers 19:43 Get in Touch ——— Explore Anthropic's Claude outage and the Alaska Airlines outage further in the ThousandEyes platform (no login required): - Claude: https://acshghvfamioplwqigifrycvlsqesoxb.share.thousandeyes.com - Alaska Airlines: https://annocixygjjriicwjupcporbjqblgkym.share.thousandeyes.com/ For additional insights, check out the links below: - The Internet Outage Survival Kit: https://www.thousandeyes.com/resources/the-internet-outage-survival-kit??utm_source=soundcloud&utm_medium=referral&utm_campaign=fy26q1_internetreport_q1fy26ep6_podcast - The Guide to Next-generation Assurance: https://www.thousandeyes.com/resources/guide-to-next-generation-assurance-ebook?utm_source=soundcloud&utm_medium=referral&utm_campaign=fy26q1_internetreport_q1fy26ep6_podcast ——— Want to get in touch? If you have questions, feedback, or guests you would like to see featured on the show, send us a note at InternetReport@thousandeyes.com. Or follow us on LinkedIn or X. ——— ABOUT THE INTERNET REPORT This is The Internet Report, a podcast uncovering what's working and what's breaking on the Internet—and why. Tune in to hear ThousandEyes' Internet experts dig into some of the most interesting outage events from the past couple weeks, discussing what went awry—was it the Internet, or an application issue? Plus, learn about the latest trends in ISP outages, cloud network outages, collaboration network outages, and more. Catch all the episodes on YouTube or your favorite podcast platform: - Apple Podcasts: https://podcasts.apple.com/us/podcast/the-internet-report/id1506984526 - Spotify: https://open.spotify.com/show/5ADFvqAtgsbYwk4JiZFqHQ?si=00e9c4b53aff4d08&nd=1&dlsi=eab65c9ea39d4773 - SoundCloud: https://soundcloud.com/ciscopodcastnetwork/sets/the-internet-report

In this episode, Amanda kicks off the new “OBM CEO Blueprint” series by focusing on what it means to create a client-ready backend. She explains why having clear offers, a smooth onboarding process, the right systems, and a professional presence are essential for building client confidence from day one. Amanda also shares practical strategies for balancing backend setup with marketing, and why a streamlined backend not only saves time but positions you as a confident leader in your OBM business.   Register for the Becoming the CEO of Your OBM Business Challenge: https://www.amandamcvicker.com/ceo-challenge  Connect With Amanda: amandamcvicker.com Instagram: @AmandaMcVicker_OBM Want to find out if you're ready to be an OBM? Take the quiz: https://www.amandamcvicker.com/quiz  Grab Your First 30 Days as an OBM Calendar, walking you through everything you need to do to start your OBM business: https://www.amandamcvicker.com/30-day  Learn the skills needed to be a stand-out OBM by downloading The OBM Tech Stack: https://www.amandamcvicker.com/obm-tech-stack Want to be a guest on The OBM Educator? Fill out this form: https://forms.gle/WCRrVx6VASG9Krit5

In this episode, I reveal why the most successful businesses are built when the founder stays in the visionary role, and how leaning into feminine-led success can create more ease, flow, and effortless growth.I share my own journey of feeling like I wasn't a "real" entrepreneur because I didn't like the backend stuff, the power of building business structure that supports your feminine energy, and the game-changing shift that happened when I stopped trying to do it all myself.You'll also meet Maggie: Magnetic by Design, my AI-powered Human Design and business mentor, created from over a decade of my strategies, marketing, content, and transformational tools. She's here to help you grow, scale, and stay in your zone of genius, without burning out in the backend.