Podcasts about MongoDB

Monorepos -- you've heard the talks, you've read the blog posts, maybe you've seen a few tantalizing glimpses into how Google or Meta organize their massive codebases. But it's often in the abstract and behind closed doors. What if you could crack open a real, production monorepo, one with over a million lines of Python and over 100 of sub-packages, and actually see how it's built, step by step, using modern tools and standards? That's exactly what Apache Airflow gives us. On this episode, I sit down with Jarek Potiuk and Amogh Desai, two of Airflow's top contributors, to go inside one of the largest open-source Python monorepos in the world and learn how they manage it with uv, pyproject.toml, and the latest packaging standards, so you can apply those same patterns to your own projects. Episode sponsors Agentic AI Course Python in Production Talk Python Courses Links from the show Guests Amogh Desai: github.com Jarek's GitHub: github.com definition of a monorepo: monorepo.tools airflow: airflow.apache.org Activity: github.com OpenAI: airflowsummit.org Part 1. Pains of big modular Python projects: medium.com Part 2. Modern Python packaging standards and tools for monorepos: medium.com Part 3. Monorepo on steroids - modular prek hooks: medium.com Part 4. Shared “static” libraries in Airflow monorepo: medium.com PEP-440: peps.python.org PEP-517: peps.python.org PEP-518: peps.python.org PEP-566: peps.python.org PEP-561: peps.python.org PEP-660: peps.python.org PEP-621: peps.python.org PEP-685: peps.python.org PEP-723: peps.python.org PEP-735: peps.python.org uv: docs.astral.sh uv workspaces: blobs.talkpython.fm prek.j178.dev: prek.j178.dev your presentation at FOSDEM26: fosdem.org Tallyman: github.com Watch this episode on YouTube: youtube.com Episode #540 deep-dive: talkpython.fm/540 Episode transcripts: talkpython.fm Theme Song: Developer Rap

On this special segment of The Full Ratchet, the following Investors are featured: Ethan Austin of Outside VC Arianna Simpson of Andreessen Horowitz Navin Chaddha of Mayfield Each investor highlights a situation where they decided not to invest, why they passed, and how it played out. The host of The Full Ratchet is Nick Moran of New Stack Ventures, a venture capital firm committed to investing in founders outside of the Bay Area. We're proud to partner with Ramp, the modern finance automation platform. Book a demo and get $150—no strings attached.   Want to keep up to date with The Full Ratchet? Follow us on social. You can learn more about New Stack Ventures by visiting our LinkedIn and Twitter.

You're adding type hints to your Python code, your editor is happy, autocomplete is working great. But then you switch tools and suddenly there are red squiggles everywhere. Who decides what a float annotation actually means? Or whether passing None where an int is expected should be an error? It turns out there's a five-person council dedicated to exactly these questions -- and two brand-new Rust-based type checkers are raising the bar. On this episode, I sit down with three members of the Python Typing Council -- Jelle Zijlstra, Rebecca Chen, and Carl Meyer -- to learn how the type system is governed, where the spec and the type checkers agree and disagree, and get the council's official advice on how much typing is just enough. Episode sponsors Sentry Error Monitoring, Code talkpython26 Agentic AI Course Talk Python Courses Links from the show Guests Carl Meyer: github.com Jelle Zijlstra: jellezijlstra.github.io Rebecca Chen: github.com Typing Council: github.com typing.python.org: typing.python.org details here: github.com ty: docs.astral.sh pyrefly: pyrefly.org conformance test suite project: github.com typeshed: github.com Stub files: mypy.readthedocs.io Pydantic: pydantic.dev Beartype: github.com TOAD AI: github.com PEP 747 – Annotating Type Forms: peps.python.org PEP 724 – Stricter Type Guards: peps.python.org Python Typing Repo (PRs and Issues): github.com Watch this episode on YouTube: youtube.com Episode #539 deep-dive: talkpython.fm/539 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Erfahre hier mehr über unseren Partner Scalable Capital - dem Broker mit einem der besten YouTube-Kanäle zu Aktien & Investments. https://www.youtube.com/@scalable.capital/videos Teil der OMR Crew werden: https://omr.com/de/events/festival/crew/ Nahost-Eskalation drückt DAX 3,5%. MongoDB und Sea Limited leiden nach schwachen Ausblicken. Beiersdorf crasht wegen Nivea-Schwäche. Schaeffler enttäuscht. Pinterest kriegt 1 Mrd. $ von Elliott. Deutsche Börse profitiert von Volatilität. Vail senkt Preise. Baidu (WKN: A0F5DE) ist Chinas Antwort auf Alphabet. KI macht schon 39% vom Umsatz. Robotaxi-Fahrten wurden verdreifacht. KGV bei 15. Aber das Kerngeschäft schrumpft. Lohnt sich das China-Risiko? CompoSecure (GPGI, WKN: A3DBCL) stellt 75% aller Premium-Metallkarten in den USA her. JPMorgan, AmEx, Robinhood: alles Kunden. Jetzt baut Ex-Honeywell-CEO Dave Cote daraus ein neues Konglomerat. Spannend, aber komplex. Diesen Podcast vom 04.03.2026, 3:00 Uhr stellt dir die Podstars GmbH (Noah Leidinger) zur Verfügung.

Carl Quintanilla, Jim Cramer and David Faber discussed what investors should make of stock markets tumbling worldwide — and oil prices extending Monday's big rally -- on fears of a prolonged Middle East conflict, with the Iran war now in its fourth day. Private credit concerns also in the mix: Shares of alternative asset managers under pressure after Blackstone said its flagship private credit fund was hit by a surge in redemptions. Also in focus: More woes for software as MongoDB plunges, what JPMorgan Chase CEO Jamie Dimon told CNBC about the Iran conflict and inflation, travel stocks extend losses, the deal that sent one particular stock soaring by 60%, Best Buy and Target rise on earnings.   Squawk on the Street Disclaimer Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Tensions grow in the Middle East with Iran retaliating against the U.S. strikes that killed Iran's leader. Kevin Green points to crude oil's surge Tuesday morning and a spike in the VIX as key components to the start of a sharp downside market move. KG adds that similar commodities like natural gas and heating oil rallying as well, which will trickle into higher energy prices in the U.S. On the earnings front, KG touches on MongoDB's (MDB) stock plunge after beating but disappointing in guidance. ======== Schwab Network ========Empowering every investor and trader, every market day.Options involve risks and are not suitable for all investors. Before trading, read the Options Disclosure Document. http://bit.ly/2v9tH6DSubscribe to the Market Minute newsletter - https://schwabnetwork.com/subscribeDownload the iOS app - https://apps.apple.com/us/app/schwab-network/id1460719185Download the Amazon Fire Tv App - https://www.amazon.com/TD-Ameritrade-Network/dp/B07KRD76C7Watch on Sling - https://watch.sling.com/1/asset/191928615bd8d47686f94682aefaa007/watchWatch on Vizio - https://www.vizio.com/en/watchfreeplus-exploreWatch on DistroTV - https://www.distro.tv/live/schwab-network/Follow us on X – https://twitter.com/schwabnetworkFollow us on Facebook – https://www.facebook.com/schwabnetworkFollow us on LinkedIn - https://www.linkedin.com/company/schwab-network/About Schwab Network - https://schwabnetwork.com/about

AI Reporter Stephanie Palazzolo talks with TITV Host Akash Pasricha about OpenAI's Pentagon deal, Anthropic's stance and the AI talent war in Washington. We also talk with Catherine Perloff about Amazon's plan to power ads inside AI chatbots and Basis CEO Matt Harpe about building AI agents for accounting and raising $100 million. Then we speak with Tom Schmidt about Dragonfly Capital's new crypto fund and how AI and crypto intersect. Lastly, we get into MongoDB's stock plunge, AI guidance and “agentic” workloads with Macquarie's Steve Koenig.Articles discussed on this episode: https://www.theinformation.com/articles/amazon-explores-helping-apps-sell-chatbot-adshttps://www.theinformation.com/newsletters/ai-agenda/openai-anthropic-execs-center-pentagon-actionhttps://www.theinformation.com/newsletters/the-briefing/anthropic-stands-gain-pentagon-stanceSubscribe: YouTube: https://www.youtube.com/@theinformation The Information: https://www.theinformation.com/subscribe_hSign up for the AI Agenda newsletter: https://www.theinformation.com/features/ai-agendaTITV airs weekdays on YouTube, X and LinkedIn at 10AM PT / 1PM ET. Or check us out wherever you get your podcasts.Follow us:X: https://x.com/theinformationIG: https://www.instagram.com/theinformation/TikTok: https://www.tiktok.com/@titv.theinformationLinkedIn: https://www.linkedin.com/company/theinformation/

Stocks drop sharply on continued fighting in the Middle East. Two of Wall Street's top strategists lay out how to think about positioning with so much geopolitical uncertainty. Then, Andreessen Horowitz's Ben Horowitz on his firm's investments in aerospace and defense and how the war with Iran is impacting sentiment, especially in the AI sector. Plus, the CEO of MongoDB. The stock getting caught up in fears about software, falling even more after releasing results. His outlook, this hour. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

In this minisode, Cedric Pech, President of Field Operations at MongoDB and former CRO, shares a formative leadership moment from early in his career at PTC that shaped how he thinks about building revenue organizations. He tells the story of a manager who invested in him personally before he had proven himself professionally. It is a lesson in what real leadership looks like under pressure. For CROs and frontline leaders alike, this clip is a reminder that culture is built in moments like these, not in mission statements. Hosted by five-time CRO John McMahon and Force Management Co-Founder John Kaplan, the Revenue Builders podcast goes behind the scenes with the sales leaders who have been there, done that, and seen the results. This show is brought to you by Force Management. We help companies improve sales performance, executing their growth strategy at the point of sale. Connect with Us: LinkedInYouTubeForce Management

Digital humanities sounds niche, until you realize it can mean a searchable archive of U.S. amendment proposals, Irish folklore, or pigment science in ancient art. Today I'm talking with David Flood from Harvard's DARTH team about an unglamorous problem: What happens when the grant ends but the website can't. His answer, static sites, client-side search, and sneaky Python. Let's dive in. Episode sponsors Sentry Error Monitoring, Code talkpython26 Command Book Talk Python Courses Links from the show Guest David Flood: davidaflood.com DARTH: digitalhumanities.fas.harvard.edu Amendments Project: digitalhumanities.fas.harvard.edu Fionn Folklore Database: fionnfolklore.org Mapping Color in History: iiif.harvard.edu Apatosaurus: apatosaurus.io Criticus: github.com github.com/palewire/django-bakery: github.com sigsim.acm.org/conf/pads/2026/blog/artifact-evaluation: sigsim.acm.org Hugo: gohugo.io Water Stories: waterstories.fas.harvard.edu Tsumeb Mine Notebook: tmn.fas.harvard.edu Dharma and Punya: dharmapunya2019.org Pagefind library: pagefind.app django_webassembly: github.com Astro Static Site Generator: astro.build PageFind Python Lib: pypi.org Frozen-Flask: frozen-flask.readthedocs.io Watch this episode on YouTube: youtube.com Episode #538 deep-dive: talkpython.fm/538 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Scaling from regional VP to global CRO is not a promotion. It is a shift from managing execution to defining meaning at scale. In this replay conversation, Cedric Pech reflects on leading a 2,000-person global sales organization at MongoDB, integrating complex routes to market, and building culture that withstands market volatility. He breaks down the difference between compensation-driven leadership and purpose-driven leadership, why execution alone creates burnout, and how resilient organizations are built long before downturns arrive. For CROs and revenue leaders navigating scale, volatility, or retention pressure, this episode offers a grounded perspective on building durable teams without burning them out. Hosted by five-time CRO John McMahon and Force Management Co-Founder John Kaplan, the Revenue Builders podcast goes behind the scenes with the sales leaders who have been there, done that, and seen the results. This show is brought to you by Force Management. We help companies improve sales performance, executing their growth strategy at the point of sale. Connect with Us: LinkedInYouTubeForce Management

Formal education is becoming irrelevant. The UK is a great place to build a business. These aren't platitudes—they're battle-tested beliefs from someone who spent 20 years in the military, led the UK's COVID testing programme, and is now co-founding Electric Twin with Ben Warner (the PM's former chief data advisor) to build synthetic audiences that let businesses test decisions in seconds rather than weeks.In this episode, Alex Cooper breaks down why the most memorable periods of your life will be the ones where you had zero balance, why you should hire polymaths with agility and hunger rather than certificates in AI, and how his company uses generative AI to simulate human decision-making with startling accuracy. He also shares lessons from scaling from 0 to 17 people, why founder-led sales matters even when you've never done it before, and why he'd rather die at 93 still working every day than retire to garden.What you'll learn:

This week on JavaScript Jabber, we're joined (again!) by Val Karpov — the maintainer of Mongoose — to talk about what's new in Mongoose 9, how async stack traces are changing the debugging game, and why AI is quietly reshaping the way we build developer tools.We dig into stricter TypeScript support, the removal of callback-based middleware, and what it really takes to modernize a massive codebase. Then we shift gears into Mongoose Studio, a schema-aware, AI-enhanced MongoDB GUI that brings streaming query results, map visualizations, and even LLM-powered document generation into your workflow. If you've ever wrestled with debugging database issues or squinting at raw JSON, this episode will get your wheels turning.We also explore Cassandra integration, vector search, Bun vs. Deno, and what AI means for the future of software engineering. There's a lot here — especially if you're working in Node.js, MongoDB, or building backend-heavy JavaScript apps.

In this episode, Michael Lynn (MongoDB) and Yang Li (Google Cloud) break down the architectural blueprint for building intelligent, production-grade applications. Move beyond simple RAG (Retrieval-Augmented Generation) and explore the world of AI Agents.What you'll learn:The Google Cloud AI stack: Vertex AI, Agent Space, and Model Garden.Deep-dive integration: Connecting MongoDB Atlas with BigQuery and Dataflow.Real-world Demo: Building a grocery store AI assistant using Gemini and Vector Search.Startup Perks: How to access up to $350k in Google Cloud credits and $10k in MongoDB credits.

In der heutigen Folge sprechen die Finanzjournalisten Anja Ettel und Holger Zschäpitz über Trumps Netflix-Forderung, Angst vor einem historischen Cut bei OpenAI und was sonst noch wichtig wird in dieser Woche. Außerdem geht es um Netflix, BASF, Bayer, Evonik, Amazon, Microsoft, Anthropic, Nvidia, Crowdstrike, Cloudflare, TEQ - Disruptive Technologies (WKN: DNA10X), TEQ - General Artificial Intelligence ETF (WKN: A41AXG), Xtrackers Artificial Intelligence & Big Data (WKN: A2N6LC), Invesco EQQQ Nasdaq 100 ETF (WKN: 801498), Caterpillar, AMD, ASML, TSMC, Trane Technologies, Dycom Industries, Vertiv, Eaton, SentinelOne, Lumentum und MongoDB. Wir freuen uns an Feedback über aaa@welt.de. Noch mehr "Alles auf Aktien" findet Ihr bei WELTplus und Apple Podcasts – inklusive aller Artikel der Hosts und AAA-Newsletter. Hier bei WELT: https://www.welt.de/podcasts/alles-auf-aktien/plus247399208/Boersen-Podcast-AAA-Bonus-Folgen-Jede-Woche-noch-mehr-Antworten-auf-Eure-Boersen-Fragen.html. Der Börsen-Podcast Disclaimer: Die im Podcast besprochenen Aktien und Fonds stellen keine spezifischen Kauf- oder Anlage-Empfehlungen dar. Die Moderatoren und der Verlag haften nicht für etwaige Verluste, die aufgrund der Umsetzung der Gedanken oder Ideen entstehen. Hörtipps: Für alle, die noch mehr wissen wollen: Holger Zschäpitz können Sie jede Woche im Finanz- und Wirtschaftspodcast "Deffner&Zschäpitz" hören. +++ Werbung +++ Du möchtest mehr über unsere Werbepartner erfahren? Hier findest du alle Infos & Rabatte! https://linktr.ee/alles_auf_aktien Impressum: https://www.welt.de/services/article7893735/Impressum.html Datenschutz: https://www.welt.de/services/article157550705/Datenschutzerklaerung-WELT-DIGITAL.html

You love building web apps with Python, and HTMX got you excited about the hypermedia approach -- let the server drive the HTML, skip the JavaScript build step, keep things simple. But then you hit that last 10%: You need Alpine.js for interactivity, your state gets out of sync, and suddenly you're juggling two unrelated libraries that weren't designed to work together. What if there was a single 11-kilobyte framework that gave you everything HTMX and Alpine do, and more, with real-time updates, multiplayer collaboration out of the box, and performance so fast you're actually bottlenecked by the monitor's refresh rate? That's Datastar. On this episode, I sit down with its creator Delaney Gillilan, core maintainer Ben Croker, and Datastar convert Chris May to explore how this backend-driven, server-sent-events-first framework is changing the way full-stack developers think about the modern web. Episode sponsors Sentry Error Monitoring, Code talkpython26 Command Book Talk Python Courses Links from the show Guests Delaney Gillilan: linkedin.com Ben Croker: x.com Chris May: everydaysuperpowers.dev Datastar: data-star.dev HTMX: htmx.org AlpineJS: alpinejs.dev Core Attribute Tour: data-star.dev data-star.dev/examples: data-star.dev github.com/starfederation/datastar-python: github.com VSCode: marketplace.visualstudio.com OpenVSX: open-vsx.org PyCharm/Intellij plugin: plugins.jetbrains.com data-star.dev/datastar_pro: data-star.dev gg: discord.gg HTML-ivating your Django web app's experience with HTMX, AlpineJS, and streaming HTML - Chris May: www.youtube.com Senior Engineer tries Vibe Coding: www.youtube.com 1 Billion Checkboxes: checkboxes.andersmurphy.com Game of life example: example.andersmurphy.com Watch this episode on YouTube: youtube.com Episode #537 deep-dive: talkpython.fm/537 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Michael Truell, CEO of Cursor, sits down with Patrick Collison, CEO of Stripe and an investor in Anysphere, to talk about Collison's history with Smalltalk and Lisp, the MongoDB and Ruby decisions Stripe still lives with 15 years later, why he'd spend even more time on API design if he could do it over, and whether AI is actually showing up in economic productivity data. This episode originally aired on Cursor's podcast.   Resources:  Follow Patrick Collison on X:   https://twitter.com/patrickc Follow Michael Truell on X: https://twitter.com/mntruell Follow Cursor: https://www.youtube.com/@cursor_ai Stay Updated:Find a16z on YouTube: YouTubeFind a16z on XFind a16z on LinkedInListen to the a16z Show on SpotifyListen to the a16z Show on Apple PodcastsFollow our host: https://twitter.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

CISA Orders Emergency Patch for Actively Exploited Dell Flaw; Texas Sues TP-Link; Massive ID Verification Data Leak; SSA Database Leak Allegations Host Jim Love covers four cybersecurity stories:  Cybersecurity Today  would like to thank Meter for their support in bringing you this podcast. Meter delivers a complete networking stack, wired, wireless and cellular in one integrated solution that's built for performance and scale.  You can find them at Meter.com/cst CISA ordered federal civilian agencies to patch an actively exploited critical Dell RecoverPoint for Virtual Machines vulnerability (CVE-2026-2769) within three days, citing hard-coded credentials that allow unauthenticated root access and links to a China-aligned threat cluster; Texas Attorney General filed suit against TP-Link alleging deceptive security and origin claims and risks tied to Chinese state-linked threats, while TP-Link denies the allegations and says it operates independently, stores U.S. user data on AWS, and bases core operations in the U.S.; researchers found an unsecured MongoDB database tied to AI-powered identity verification provider ID Merit exposing nearly 1 billion records with sensitive personal data, attributed to misconfiguration rather than compromise of the AI systems; and a MarketWatch report describes whistleblower Chuck Borges alleging SSA master data was copied to a cloud environment without oversight, contrasted by the Social Security Commissioner stating the core Numident database remained secure, with Love noting no confirmed public evidence but expressing concern about the implications if such foundational data were compromised. 00:00 Sponsor Message: Meter's Full-Stack Networking 00:19 Headlines: Dell Exploit, TP-Link Lawsuit, Massive Data Leak, SSA Claims 00:45 Urgent Patch Order: Actively Exploited Dell RecoverPoint CVE 02:19 Texas Sues TP-Link Over Router Security & China-Ties Allegations 03:31 AI Identity Verification Leak: Nearly 1 Billion Records Exposed 05:07 Did SSA Data Leak? Whistleblower vs. Official Denial 06:54 Host Take: What If the "Foundational" Database Was Compromised? 07:37 Wrap-Up + Sponsor Thanks and Where to Book a Demo

Ian Spandow is friends with Bono and U2, a standup comic, a musician, an author, and a dog rescuer. Does it take all of that to be a successful sales trainer?Ian Spandow has built his career as a sales trainer and sales coach at some of the biggest technology companies in the world like Oracle and MongoDB. His ability to engage the trainees is not merely natural report, he goes into detail into a bunch of different techniques that he uses to keep people focused and enjoying the learning the process. Ian also runs a Dog Sanctuary in Grass Valley for dogs that aren't suitable for the typical shelter environment. His new book "Rescuing Dogs and Salespeople: Memoir of a Mutt" is available on Amazon and proceeds from the book help fund the Dog Sanctuary.Please donate to Ian's Dog Rescue shelter online at https://spandowhouse.com/Episode #44 of “Can I get that software in blue?”, a podcast by and for people engaged in technology sales. If you are in the technology presales, solution architecture, sales, support or professional services career paths then this show is for you!Our website: https://softwareinblue.comTwitter: https://twitter.com/softwareinblueLinkedIn: https://www.linkedin.com/showcase/softwareinblueMake sure to subscribe or follow us to get notified about our upcoming episodes:Youtube: https://www.youtube.com/channel/UC8qfPUKO_rPmtvuB4nV87rgApple Podcasts: https://podcasts.apple.com/us/podcast/can-i-get-that-software-in-blue/id1561899125Spotify: https://open.spotify.com/show/25r9ckggqIv6rGU8ca0WP2Links mentioned in the episode:Ian's Book "Rescuing Dogs and Salespeople: Memoir of a Mutt": https://www.amazon.com/Rescuing-Dogs-Salespeople-Memoir-Mutt/dp/B0F6M2T324Ian's Dog Rescue: https://spandowhouse.com/

Today's minisode features Carlos Delatorre as he shares two hard-earned leadership lessons that every sales leader scaling an organization needs to hear. He reflects on an early moment in his career when he learned the difference between being a top-performing rep and becoming a true manager, and why doing the work for your team might feel helpful in the moment but ultimately breaks scale. If you're a manager trying to transition into leadership, or a CRO navigating rapid growth and wondering whether your leadership bench is ready to scale, this clip is for you. Carlos Delatorre is a seasoned sales leader with over 25 years of enterprise software and SaaS experience. He has served as CRO at MongoDB (driving 100%+ annual revenue growth), TripActions/Navan, and ClearSlide, and as CEO of Vera. Carlos is also an active investor and advisor to high-growth software companies including Starburst, Outreach, and Modern Treasury, and serves on the board of Yalo.Connect with Carlos:LinkedIn Hosted by five-time CRO John McMahon and Force Management Co-Founder John Kaplan, the Revenue Builders podcast goes behind the scenes with the sales leaders who have been there, done that, and seen the results. This show is brought to you by Force Management. We help companies improve sales performance, executing their growth strategy at the point of sale. Connect with Us: LinkedInYouTubeForce Management

Climbing from individual contributor to CRO requires far more than strong execution. It demands disciplined leadership, intentional systems, and the ability to scale through complexity. In this replay episode, Carlos de la Torre joins John McMahon to unpack lessons from decades of enterprise sales leadership, including how he evaluates CRO opportunities, why complex selling environments demand sophisticated go-to-market engines, and how pipeline generation, leadership hiring, and management operating rhythm drive sustainable growth. Carlos also shares hard-earned insights on developing leaders, avoiding common scaling traps, and protecting personal sustainability as organizational demands increase.Carlos Delatorre is a seasoned sales leader with over 25 years of enterprise software and SaaS experience. He has served as CRO at MongoDB (driving 100%+ annual revenue growth), TripActions/Navan, and ClearSlide, and as CEO of Vera. Carlos is also an active investor and advisor to high-growth software companies including Starburst, Outreach, and Modern Treasury, and serves on the board of Yalo.Connect with Carlos:LinkedInForce Management resources on scaling predictably:The Predictable Revenue Framework: Guide for LeadersKey takeaways from this episode: 04:18 - The three non-negotiables Carlos uses to evaluate a CRO role: a market big enough to scale, a product that delivers real business value, and a leadership team capable of growing with the company.06:43 - Why complex selling environments require more than great reps, and how elite go-to-market engines translate technical products into business outcomes across multiple stakeholders while navigating internal politics.20:47 - The MongoDB lesson every scaling CRO needs to hear: why waiting 6-9 months too long to hire senior leaders creates capacity gaps, forces Q4 heroics, and caps your upside.34:00 - How defining clear stage criteria, tailoring messages by persona, and training the entire team on a single system fuels consistent 100%+ growth.41:44 - What to analyze after the quarter closes: how revenue mix, productivity per AE, and stage conversion rates reveal which reps and behaviors are actually driving outsized results.49:12 - Why blocking time by day, week, month, quarter, and year is the only way to protect focus and maintain execution.54:56 - Staying connected to what's really happening in the field, why office walks, open office hours, and time on sales calls give CROs earlier signal, better coaching moments, and stronger strategy. Hosted by five-time CRO John McMahon and Force Management Co-Founder John Kaplan, the Revenue Builders podcast goes behind the scenes with the sales leaders who have been there, done that, and seen the results. This show is brought to you by Force Management. We help companies improve sales performance, executing their growth strategy at the point of sale. Connect with Us: LinkedInYouTubeForce Management

You've built your FastAPI app, it's running great locally, and now you want to share it with the world. But then reality hits -- containers, load balancers, HTTPS certificates, cloud consoles with 200 options. What if deploying was just one command? That's exactly what Sebastian Ramirez and the FastAPI Cloud team are building. On this episode, I sit down with Sebastian, Patrick Arminio, Savannah Ostrowski, and Jonathan Ehwald to go inside FastAPI Cloud, explore what it means to build a "Pythonic" cloud, and dig into how this commercial venture is actually making FastAPI the open-source project stronger than ever. Episode sponsors Command Book Python in Production Talk Python Courses Links from the show Guests Sebastián Ramírez: github.com Savannah Ostrowski: github.com Patrick Arminio: github.com Jonathan Ehwald: github.com FastAPI labs: fastapilabs.com quickstart: fastapicloud.com an episode on diskcache: talkpython.fm Fastar: github.com FastAPI: The Documentary: www.youtube.com Tailwind CSS Situation: adams-morning-walk.transistor.fm FastAPI Job Meme: fastapi.meme Migrate an Existing Project: fastapicloud.com Join the waitlist: fastapicloud.com Talk Python CLI Talk Python CLI Announcement: talkpython.fm Talk Python CLI GitHub: github.com Command Book Download Command Book: commandbookapp.com Announcement post: mkennedy.codes Watch this episode on YouTube: youtube.com Episode #536 deep-dive: talkpython.fm/536 Episode transcripts: talkpython.fm Theme Song: Developer Rap

When a popular antivirus and even Notepad++ turn into infection vectors after supply chain breaches, it's clear no software is safe from attack—or from its own update system. Steve and Leo unpack the risks hiding right inside your next auto-update. An anti-virus system infects its own users. Apple's next iOS release "fuzzes" cellular locations. cURL discontinues bug bounties under bogus AI flood. AI discovers and fixes 15 CVE-worthy 0-days in OpenSSL. Ireland did NOT already pass their spying legislation. AI irreversibly deletes all project files. Says it's sorry. Windows has a serious global clipboard security problem. ISPs have the ability to monetize their subscriber's identities. MongoDB has lowered the hacking skill level bar to the floor Show Notes - https://www.grc.com/sn/SN-1063-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/securitynow bitwarden.com/twit material.security guardsquare.com

When a popular antivirus and even Notepad++ turn into infection vectors after supply chain breaches, it's clear no software is safe from attack—or from its own update system. Steve and Leo unpack the risks hiding right inside your next auto-update. An anti-virus system infects its own users. Apple's next iOS release "fuzzes" cellular locations. cURL discontinues bug bounties under bogus AI flood. AI discovers and fixes 15 CVE-worthy 0-days in OpenSSL. Ireland did NOT already pass their spying legislation. AI irreversibly deletes all project files. Says it's sorry. Windows has a serious global clipboard security problem. ISPs have the ability to monetize their subscriber's identities. MongoDB has lowered the hacking skill level bar to the floor Show Notes - https://www.grc.com/sn/SN-1063-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/securitynow bitwarden.com/twit material.security guardsquare.com

When a popular antivirus and even Notepad++ turn into infection vectors after supply chain breaches, it's clear no software is safe from attack—or from its own update system. Steve and Leo unpack the risks hiding right inside your next auto-update. An anti-virus system infects its own users. Apple's next iOS release "fuzzes" cellular locations. cURL discontinues bug bounties under bogus AI flood. AI discovers and fixes 15 CVE-worthy 0-days in OpenSSL. Ireland did NOT already pass their spying legislation. AI irreversibly deletes all project files. Says it's sorry. Windows has a serious global clipboard security problem. ISPs have the ability to monetize their subscriber's identities. MongoDB has lowered the hacking skill level bar to the floor Show Notes - https://www.grc.com/sn/SN-1063-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/securitynow bitwarden.com/twit material.security guardsquare.com

When a popular antivirus and even Notepad++ turn into infection vectors after supply chain breaches, it's clear no software is safe from attack—or from its own update system. Steve and Leo unpack the risks hiding right inside your next auto-update. An anti-virus system infects its own users. Apple's next iOS release "fuzzes" cellular locations. cURL discontinues bug bounties under bogus AI flood. AI discovers and fixes 15 CVE-worthy 0-days in OpenSSL. Ireland did NOT already pass their spying legislation. AI irreversibly deletes all project files. Says it's sorry. Windows has a serious global clipboard security problem. ISPs have the ability to monetize their subscriber's identities. MongoDB has lowered the hacking skill level bar to the floor Show Notes - https://www.grc.com/sn/SN-1063-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/securitynow bitwarden.com/twit material.security guardsquare.com

When a popular antivirus and even Notepad++ turn into infection vectors after supply chain breaches, it's clear no software is safe from attack—or from its own update system. Steve and Leo unpack the risks hiding right inside your next auto-update. An anti-virus system infects its own users. Apple's next iOS release "fuzzes" cellular locations. cURL discontinues bug bounties under bogus AI flood. AI discovers and fixes 15 CVE-worthy 0-days in OpenSSL. Ireland did NOT already pass their spying legislation. AI irreversibly deletes all project files. Says it's sorry. Windows has a serious global clipboard security problem. ISPs have the ability to monetize their subscriber's identities. MongoDB has lowered the hacking skill level bar to the floor Show Notes - https://www.grc.com/sn/SN-1063-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/securitynow bitwarden.com/twit material.security guardsquare.com

When a popular antivirus and even Notepad++ turn into infection vectors after supply chain breaches, it's clear no software is safe from attack—or from its own update system. Steve and Leo unpack the risks hiding right inside your next auto-update. An anti-virus system infects its own users. Apple's next iOS release "fuzzes" cellular locations. cURL discontinues bug bounties under bogus AI flood. AI discovers and fixes 15 CVE-worthy 0-days in OpenSSL. Ireland did NOT already pass their spying legislation. AI irreversibly deletes all project files. Says it's sorry. Windows has a serious global clipboard security problem. ISPs have the ability to monetize their subscriber's identities. MongoDB has lowered the hacking skill level bar to the floor Show Notes - https://www.grc.com/sn/SN-1063-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/securitynow bitwarden.com/twit material.security guardsquare.com

When a popular antivirus and even Notepad++ turn into infection vectors after supply chain breaches, it's clear no software is safe from attack—or from its own update system. Steve and Leo unpack the risks hiding right inside your next auto-update. An anti-virus system infects its own users. Apple's next iOS release "fuzzes" cellular locations. cURL discontinues bug bounties under bogus AI flood. AI discovers and fixes 15 CVE-worthy 0-days in OpenSSL. Ireland did NOT already pass their spying legislation. AI irreversibly deletes all project files. Says it's sorry. Windows has a serious global clipboard security problem. ISPs have the ability to monetize their subscriber's identities. MongoDB has lowered the hacking skill level bar to the floor Show Notes - https://www.grc.com/sn/SN-1063-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/securitynow bitwarden.com/twit material.security guardsquare.com

When a popular antivirus and even Notepad++ turn into infection vectors after supply chain breaches, it's clear no software is safe from attack—or from its own update system. Steve and Leo unpack the risks hiding right inside your next auto-update. An anti-virus system infects its own users. Apple's next iOS release "fuzzes" cellular locations. cURL discontinues bug bounties under bogus AI flood. AI discovers and fixes 15 CVE-worthy 0-days in OpenSSL. Ireland did NOT already pass their spying legislation. AI irreversibly deletes all project files. Says it's sorry. Windows has a serious global clipboard security problem. ISPs have the ability to monetize their subscriber's identities. MongoDB has lowered the hacking skill level bar to the floor Show Notes - https://www.grc.com/sn/SN-1063-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/securitynow bitwarden.com/twit material.security guardsquare.com

Alexis Garcia and Ed Carson walk through Thursday's market action and discuss key stocks to watch in Stock Market Today. Learn more about your ad choices. Visit megaphone.fm/adchoices

In this episode with Rishi Dave, a partner in Bain's Commercial Excellence practice with deep expertise in B2B marketing and digital marketing, he explains the concept of a "Day 1 List" in B2B sales and marketing and the three things that will get a supplier or seller on the list. Rishi also discussed what a "sales play" is, how to build it, institutionalize the knowledge within the company, and get the sales team to adopt the sales play to fulfill their potential and increase their productivity and sales. Rishi Dave partners with CMOs and management teams to drive marketing transformations and build modern marketing capabilities. He serves as an expert on the implementation of Bain's B2B Marketing Diagnostic and Sales Play System. Rishi has held global CMO roles at public technology and cloud companies, including Dun & Bradstreet, Vonage, and MongoDB. Prior to these roles, he served as the global head of digital marketing for Dell's B2B businesses. Rishi started his career at Bain & Company. As a marketing executive, Rishi has built world-class marketing organizations and capabilities that have driven top-line growth leveraging the right marketing technology, data, analytics and content strategy. Rishi has driven major brand and messaging transformations, reimagined digital customer experiences, and built and scaled go-to market models. Rishi earned an MBA in Marketing from The Wharton School at the University of Pennsylvania as well as a BS in Chemical Engineering and an AB in Economics with Honors from Stanford University.    Claim your free gift: Free gift #1 McKinsey & BCG winning resume www.FIRMSconsulting.com/resumePDF Free gift #2 Breakthrough Decisions Guide with 25 AI Prompts www.FIRMSconsulting.com/decisions Free gift #3 Five Reasons Why People Ignore Somebody www.FIRMSconsulting.com/owntheroom Free gift #4 Access episode 1 from Build a Consulting Firm, Level 1 www.FIRMSconsulting.com/build Free gift #5 The Overall Approach used in well-managed strategy studies www.FIRMSconsulting.com/OverallApproach Free gift #6 Get a copy of Nine Leaders in Action, a book we co-authored with some of our clients: www.FIRMSconsulting.com/gift

Today we sit down with John Lack, Global Head of Sales Development at Airtable, to demystify the world of software sales as a profession. John breaks down the immense rewards of the industry—from earning six figures right out of college as a successful BDR to mastering the "autonomy, mastery, and purpose" of high-level tech sales. We explore why the BDR role is the most critical time in a career for building foundational grit and why 90% of AE struggles stem from poor front-end pipeline generation. John also shares his own unconventional journey, starting as a BDR at age 30 and scaling teams through massive growth phases at Oracle and MongoDB.

Today on the Newcomer Podcast, we're at MongoDB.Local for a series of conversations on how enterprise AI is actually being built.MongoDB CEO CJ Desai joins the show 65 days into the role to explain why San Francisco is “back,” how MongoDB is repositioning itself for the AI era, and why unstructured data has made the company's platform a natural foundation for AI-native applications. He shares his view on the AI hype cycle, the rapid rise of companies like OpenAI and Anthropic, and why MongoDB is staying model-agnostic as AI product cycles accelerate.We also sit down with Rippling's Head of AI Ankur Bhatt to discuss how AI is being deployed inside a live enterprise system. The conversation covers building agents across payroll, IT, and finance, why agent identity and accountability matter, and how Rippling is approaching permissions, access control, and AI-driven productivity at scale.A grounded look at the enterprise AI stack, from the data layer to real-world deployment.MongoDB #Rippling #AIAgents #VentureCapital

Dominic Williams, President & Chief Scientist of the DFINITY Foundation and CEO of Caffeine AI, explains the Internet Computer and his vision of a “sovereign cloud where AI builds the web.” He breaks down core innovations like the Network Nervous System, Motoko, and orthogonal persistence, and how AI coding could remove adoption barriers. The conversation explores unstoppable applications, real-world case studies like OpenChat, and the tension between control, security, and decentralization in AI governance. LINKS: Anthropic article on smart contracts Caffeine AI official website Internet Computer network dashboard Liquid Reign book website Sponsors: Blitzy: Blitzy is the autonomous code generation platform that ingests millions of lines of code to accelerate enterprise software development by up to 5x with premium, spec-driven output. Schedule a strategy session with their AI solutions consultants at https://blitzy.com MongoDB: Tired of database limitations and architectures that break when you scale? MongoDB is the database built for developers, by developers—ACID compliant, enterprise-ready, and fluent in AI—so you can start building faster at https://mongodb.com/build Serval: Serval uses AI-powered automations to cut IT help desk tickets by more than 50%, freeing your team from repetitive tasks like password resets and onboarding. Book your free pilot and guarantee 50% help desk automation by week four at https://serval.com/cognitive Tasklet: Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai CHAPTERS: (00:00) About the Episode (03:37) Origins of Internet Computer (10:09) Decentralization philosophy and AI (15:12) Tamper-proof architecture explained (Part 1) (19:43) Sponsors: Blitzy | MongoDB (22:08) Tamper-proof architecture explained (Part 2) (25:25) Network design and scaling (Part 1) (33:30) Sponsors: Serval | Tasklet (35:50) Network design and scaling (Part 2) (36:56) Replication costs and cloud (50:35) Network Nervous System governance (59:33) Caffeine, Motoko and persistence (01:20:19) Self-writing cloud disruption (01:32:30) Resilience and security guarantees (01:41:23) Use cases and limitations (01:49:56) AI misalignment and ensembles (02:00:47) Kill switches and governance (02:09:12) Future of self-writing software (02:11:40) Outro PRODUCED BY: https://aipodcast.ing

Building on the web is like working with the perfect clay. It's malleable and can become almost anything. But too often, frameworks try to hide the web's best parts away from us. Today, we're looking at PyView, a project that brings the real-time power of Phoenix LiveView directly into the Python world. I'm joined by Larry Ogrodnek to dive into PyView. Episode sponsors Talk Python Courses Python in Production Links from the show Guest Larry Ogrodnek: hachyderm.io pyview.rocks: pyview.rocks Phoenix LiveView: github.com this section: pyview.rocks Core Concepts: pyview.rocks Socket and Context: pyview.rocks Event Handling: pyview.rocks LiveComponents: pyview.rocks Routing: pyview.rocks Templating: pyview.rocks HTML Templates: pyview.rocks T-String Templates: pyview.rocks File Uploads: pyview.rocks Streams: pyview.rocks Sessions & Authentication: pyview.rocks Single-File Apps: pyview.rocks starlette: starlette.dev wsproto: github.com apscheduler: github.com t-dom project: github.com Watch this episode on YouTube: youtube.com Episode #535 deep-dive: talkpython.fm/535 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Why are there only a handful of companies in the world with over $10 billion in pure-play software revenue? CJ Desai believes the reason is that products are replaceable, but platforms are forever. For No Priors' very first live from MongoDB.local SF, Sarah Guo is joined by CJ Desai, CEO and President of software developer MongoDB, to discuss the shifting landscape of enterprise software. CJ discusses whether AI will erode the value of software, and what truly constitutes a “moat” in the age of generative AI. CJ also talks about why AI adoption with Fortune 500-sized companies is still lagging, the importance of customer relationships, and why the “bear thesis” on SaaS may be overblown.  Sign up for new podcasts every week. Email feedback to show@no-priors.com Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil | @cj_mongodb | @MongoDB Chapters: 00:00 – Cold Open 00:58 – CJ Desai Introduction 01:38 – The AI Stack and the Future of Software 04:18 – Why Platforms, Not Products, Are Sticky 09:59 – Vibe Coding and the Threat of On-Demand Apps 12:15 – Paths to Success for Software Vendor Incumbents 14:24 – How CJ Chose MongoDB 18:55 – Debunking the SaaS Bear Thesis 22:07 – Fortune 500 Perspectives on AI Value 24:24 – Can AI Native Startups Replace Systems of Record? 28:10 – The Importance of Customer Relationships 31:46 – Managing Through Massive Technology Transitions 36:37 – Conclusion

In this AMA-style episode, Nathan takes on listener questions about whether fine-tuning is really on the way out, what emergent misalignment and weird generalization results tell us, and how to think about continual learning. He talks candidly about how he's personally preparing for AGI—from career choices and investing to what resilience steps he has and hasn't taken. The discussion also covers timelines for job disruption, whether UBI becomes inevitable, how to talk to kids and “normal people” about AI, and which safety approaches are most neglected. Sponsors: Blitzy: Blitzy is the autonomous code generation platform that ingests millions of lines of code to accelerate enterprise software development by up to 5x with premium, spec-driven output. Schedule a strategy session with their AI solutions consultants at https://blitzy.com MongoDB: Tired of database limitations and architectures that break when you scale? MongoDB is the database built for developers, by developers—ACID compliant, enterprise-ready, and fluent in AI—so you can start building faster at https://mongodb.com/build Serval: Serval uses AI-powered automations to cut IT help desk tickets by more than 50%, freeing your team from repetitive tasks like password resets and onboarding. Book your free pilot and guarantee 50% help desk automation by week four at https://serval.com/cognitive Tasklet: Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai CHAPTERS: (00:00) Ernie cancer update (04:57) Is fine-tuning dead (Part 1) (12:31) Sponsors: Blitzy | MongoDB (14:57) Is fine-tuning dead (Part 2) (Part 1) (26:56) Sponsors: Serval | Tasklet (29:15) Is fine-tuning dead (Part 2) (Part 2) (29:16) Continual learning cautions (34:59) Talking to normal people (39:30) Personal risk preparation (49:59) Investing around AI safety (01:00:39) Early childhood AI literacy (01:08:55) Work disruption timelines (01:27:58) Nonprofits, need, and UBI (01:34:53) Benchmarks, AGI, and embodiment (01:47:30) AI tooling and platforms (01:57:01) Discourse norms and shaming (02:05:50) Location and safety funding (02:15:17) Turpentine deal and independence (02:24:19) Outro PRODUCED BY: https://aipodcast.ing

Daniel Miessler shares his Personal AI Infrastructure (PAI) framework and vision for a future where single human owners are supported by armies of AI agents. He explains his TELOS system for defining purpose and goals, multi-layered memory design, and orchestration of multiple models and sub-agents. The conversation dives into cybersecurity impacts, from AI-accelerated testing to inevitable personalized spear-phishing and always-on defensive monitoring. Listeners will learn how scaffolding can turn frontier models into true digital assistants and even help reshape their own working habits. LINKS: PAI principles on GitHub README Daniel Miessler about page How Miessler's projects fit together AI changes predictions for 2026 Fabric open-source AI framework Personal AI Infrastructure GitHub repository Current definition of AGI article Why we'll have AGI by 2028 RAID AI definitions framework article Unsupervised Learning newsletter signup Daniel Miessler LinkedIn profile Sponsors: MongoDB: Tired of database limitations and architectures that break when you scale? MongoDB is the database built for developers, by developers—ACID compliant, enterprise-ready, and fluent in AI—so you can start building faster at https://mongodb.com/build Serval: Serval uses AI-powered automations to cut IT help desk tickets by more than 50%, freeing your team from repetitive tasks like password resets and onboarding. Book your free pilot and guarantee 50% help desk automation by week four at https://serval.com/cognitive MATS: MATS is a fully funded 12-week research program pairing rising talent with top mentors in AI alignment, interpretability, security, and governance. Apply for the next cohort at https://matsprogram.org/s26-tcr Tasklet: Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai PRODUCED BY: https://aipodcast.ing

Patrick McKenzie (patio11) sits down with Intercom co-founder Des Traynor to examine customer support through the lens of Conway's Law, Goodhart's Law, and several decades of accumulated organizational scar tissue. They discuss how AI agents are democratizing white-glove service, why modern LLMs have retrained user expectations around “chatbots” very quickly, and the surprisingly liberating effect of talking to something that will never judge you for missing a loan payment.–Full transcript available here: www.complexsystemspodcast.com/des-traynor/–Sponsor: MongoDB Tired of database limitations and architectures that break when you scale? MongoDB is the database built for developers, by developers: ACID compliant, Enterprise-ready, and fluent in AI. Start building faster at mongodb.com/build–Timestamps:(00:00) Intro(00:29) Intercom and its evolution(00:51) Challenges in customer service systems(02:54) Scaling customer support in startups(04:53) Organizational inefficiencies and customer experience(06:53) Metrics and their impact on customer support(12:40) Human capital issues in customer support(15:53) AI's role in customer support(17:01) Future of customer support roles(20:09) Sponsor: MongoDB(20:53) Future of customer support roles (continued)(26:19) AI and customer interaction(26:55) The myth of artisanal customer support(27:45) Fin Guidance: Evolution and user behavior(29:10) Fin's impact on customer support efficiency(33:30) Expanding Fin's capabilities beyond support(42:50) AI in government and other sectors(49:20) The future of AI connectivity and integration

Risky Business returns for 2026! Patrick Gray and Adam Boileau talk through the week's cybersecurity news, including: Santa brings hackers MongoDB memory leaks for Christmas Vercel pays out a million bucks to improve its React2Shell WAF defences 39C3 delivers; the pink Power Ranger deletes nazis, while a catgirl ruins GnuPG Cambodian scam compound kingpin gets extradited to China, and we don't think it'll go well for him Krebs picks apart the Kimwolf botnet and residential proxy networks So many healthcare data leaks that we have a roundup section This week's episode is sponsored by Airlock Digital. The founders of the application allow-listing vendor, David Cottingham and Daniel Schell, discuss Microsoft's ClickOnce .NET app packaging, and how attackers have been abusing it to load code. Airlock hates it when you load code! This episode is also available on Youtube. Show notes US, Australia say ‘MongoBleed' bug being exploited | The Record from Recorded Future News Merry Christmas Day! Have a MongoDB security incident. | by Kevin Beaumont | Dec, 2025 | DoublePulsar Inside Vercel's sleep-deprived race to contain React2Shell | CyberScoop gpg.fail Hacktivist deletes white supremacist websites live onstage during hacker conference | TechCrunch Chinese attackers exploiting zero-day to target Cisco email security products | The Record from Recorded Future News Ni8mare  -  Unauthenticated Remote Code Execution in n8n (CVE-2026-21858) | Cyera Research Labs ServiceNow patches critical AI platform flaw that could allow user impersonation | CyberScoop Alleged cyber scam kingpin arrested, extradited to China | The Record from Recorded Future News FCC IoT labeling program loses lead company after China probe | Cybersecurity Dive Trump picks Lt. Gen. Joshua Rudd to lead NSA spy agency - The Washington Post NSA cyber directorate gets new acting leadership | The Record from Recorded Future News Dutch court sentences hacker who used port systems to smuggle cocaine to 7 years | The Record from Recorded Future News ECLI:NL:GHAMS:2026:22, Amsterdam Court of Appeal, 23-003218-22 The Kimwolf Botnet is Stalking Your Local Network – Krebs on Security Who Benefited from the Aisuru and Kimwolf Botnets? – Krebs on Security Coupang recovers smashed laptop that alleged data leaker threw into river | The Record from Recorded Future News Ransomware responders plead guilty to using ALPHV in attacks on US organizations | The Record from Recorded Future News Nearly 480,000 impacted by Covenant Health data breach | The Record from Recorded Future News Illinois health department exposed over 700,000 residents' personal data for years | TechCrunch Tech provider for NHS England confirms data breach | TechCrunch Hacker claiming to be behind ManageMyHealth breach: ‘I do it for the money and I'm in negotiations to get it' - NZ Herald

Baris Gultekin, VP of AI at Snowflake, explains how “bringing AI to the data” is reshaping enterprise AI deployment under strict security and governance requirements. PSA for AI builders: Interested in alignment, governance, or AI safety? Learn more about the MATS Summer 2026 Fellowship and submit your name to be notified when applications open: https://matsprogram.org/s26-tcr. He shares the importance of bringing AI directly to governed enterprise data, advances in text-to-SQL and semantic modeling, and why high-quality retrieval is foundational for trustworthy AI agents. Baris also dives into Snowflake's approach to agentic AI, including Snowflake Intelligence, model choice and cost tradeoffs, and why governance, security, and open standards are essential as AI becomes accessible to every business user. LINKS: AWS' Automated Reasoning checks Sponsors: MongoDB: Tired of database limitations and architectures that break when you scale? MongoDB is the database built for developers, by developers—ACID compliant, enterprise-ready, and fluent in AI—so you can start building faster at https://mongodb.com/build Serval: Serval uses AI-powered automations to cut IT help desk tickets by more than 50%, freeing your team from repetitive tasks like password resets and onboarding. Book your free pilot and guarantee 50% help desk automation by week four at https://serval.com/cognitive MATS: MATS is a fully funded 12-week research program pairing rising talent with top mentors in AI alignment, interpretability, security, and governance. Apply for the next cohort at https://matsprogram.org/s26-tcr Tasklet: Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai CHAPTERS: (00:00) About the Episode (03:02) Snowflake 101 and AI (09:25) Text-to-SQL and semantics (19:10) RAG, embeddings and models (Part 1) (19:17) Sponsors: MongoDB | Serval (21:02) RAG, embeddings and models (Part 2) (32:23) Bringing models to data (Part 1) (32:29) Sponsors: MATS | Tasklet (35:29) Bringing models to data (Part 2) (51:14) Designing enterprise AI agents (58:35) Trust, governance and guardrails (01:07:14) Agents and future work (01:15:33) Platforms, competition and value (01:26:04) Enterprise models and outlook (01:40:00) Outro PRODUCED BY: https://aipodcast.ing

Your cloud SSD is sitting there, bored, and it would like a job. Today we're putting it to work with DiskCache, a simple, practical cache built on SQLite that can speed things up without spinning up Redis or extra services. Once you start to see what it can do, a universe of possibilities opens up. We're joined by Vincent Warmerdam to dive into DiskCache. Episode sponsors Talk Python Courses Python in Production Links from the show diskcache docs: grantjenks.com LLM Building Blocks for Python course: training.talkpython.fm JSONDisk: grantjenks.com Git Code Archaeology Charts: koaning.github.io Talk Python Cache Admin UI: blobs.talkpython.fm Litestream SQLite streaming: litestream.io Plash hosting: pla.sh Watch this episode on YouTube: youtube.com Episode #534 deep-dive: talkpython.fm/534 Episode transcripts: talkpython.fm Theme Song: Developer Rap

In this episode of Cybersecurity Today, brought to you by Meter, we review key events and stories from the past few weeks. Join host Jim along with experts Tammy Harper from Flair, Laura Payne from White Tuque, and David Shipley from Beauceron Security as they discuss major cybersecurity events that unfolded over the holidays, including the MongoDB vulnerability 'Mongo Bleed', the compromises at Rainbow Six Siege, and the ethical implications of hacktivism. The panel also explores the complexities of AI in cybersecurity, the vulnerability of critical infrastructure, and the dichotomy between ethical hacking and cybercrime in the industry. As always, we emphasize the intersection of cybersecurity with people, processes, and our daily lives. Cybersecurity Today would like to thank Meter for their support in bringing you this podcast. Meter delivers a complete networking stack, wired, wireless and cellular in one integrated solution that's built for performance and scale. You can find them at Meter.com/cst 00:00 Introduction and Sponsor Message 00:20 Panel Introduction and Holiday Recap 02:26 MongoDB Vulnerability: Mongo Bleed 05:15 AI and Responsible Disclosure 16:20 Gaming Security: Rainbow Six Siege Hack 20:13 Video Games and Malware Risks 24:54 Fake Video Propaganda and Infrastructure Attacks 25:48 The Dilemma of Cybersecurity Censorship 26:34 Deepfakes and Cognitive Warfare 27:37 Cyber Operations and Infrastructure Vulnerability 34:42 The Role of Private Companies in Cyber Conflicts 36:19 Internal Threats in Cybersecurity 43:20 Hacktivism: Ethics and Boundaries 49:03 Conclusion and Final Thoughts

In this AMA episode, Nathan gives an update on his son Ernie's cancer treatment and how frontier AI models are helping him navigate complex medical decisions. PSA for AI builders: Interested in alignment, governance, or AI safety? Learn more about the MATS Summer 2026 Fellowship and submit your name to be notified when applications open: https://matsprogram.org/s26-tcr. He reflects on whether Claude Opus 4.5 and Claude Code amount to AGI-level coding, sharing stories of hospital vibe coding apps for his family. You'll hear his framework for getting real value from Gemini 3, Claude, and GPT 5.2 Pro, plus his take on AI bubbles, Chinese models, chip controls, and who the true live players are in today's AI race. Sponsors: MongoDB: Tired of database limitations and architectures that break when you scale? MongoDB is the database built for developers, by developers—ACID compliant, enterprise-ready, and fluent in AI—so you can start building faster at https://mongodb.com/build Framer: Framer is an enterprise-grade website builder that lets business teams design, launch, and optimize their.com with AI-powered wireframing, real-time collaboration, and built-in analytics. Start building for free and get 30% off a Framer Pro annual plan at https://framer.com/cognitive Tasklet: Tasklet is an AI agent that automates your work 24/7; just describe what you want in plain English and it gets the job done. Try it for free and use code COGREV for 50% off your first month at https://tasklet.ai CHAPTERS: (00:00) AMA intro format (00:22) Ernie health update (09:24) Claude 4.5 question (Part 1) (09:29) Sponsors: MongoDB | Framer (11:21) Claude 4.5 question (Part 2) (13:21) Using AI for cancer (19:48) AI value and skill (22:10) Holiday coding projects (Part 1) (22:15) Sponsor: Tasklet (23:27) Holiday coding projects (Part 2) (28:01) Claude code workflow (32:03) Is Claude 4.5 AGI (36:04) AI bubble or not (41:22) VC froth examples (46:09) Chinese models comparison (55:29) H200 exports to China (01:03:40) Google DeepMind strengths (01:11:55) OpenAI strategy outlook (01:22:51) Anthropic culture and strategy (01:36:17) XAI promise and risks (01:48:20) Meta and Microsoft (01:52:29) Part two preview (01:53:39) Outro PRODUCED BY: https://aipodcast.ing SOCIAL LINKS: Website: https://www.cognitiverevolution.ai Twitter (Podcast): https://x.com/cogrev_podcast Twitter (Nathan): https://x.com/labenz LinkedIn: https://linkedin.com/in/nathanlabenz/ Youtube: https://youtube.com/@CognitiveRevolutionPodcast Apple: https://podcasts.apple.com/de/podcast/the-cognitive-revolution-ai-builders-researchers-and/id1669813431 Spotify: https://open.spotify.com/show/6yHyok3M3BjqzR0VB5MSyk

Patrick McKenzie (@patio11) reads his latest Bits about Money essay explaining why he “loves Regulation E more than any rational person does.” He explains how Reg E created a privately-administered legal system processing over 100 million complaints annually—dwarfing the formal U.S. court system—and why banks are now trying to avoid these obligations for Zelle's nine figure fraud problem.–Full transcript available here: www.complexsystemspodcast.com/the-magic-spell-reg-e/– Sponsors: MongoDB & FramerTired of database limitations and architectures that break when you scale? MongoDB is the database built for developers, by developers: ACID compliant, Enterprise-ready, and fluent in AI. Start building faster at mongodb.com/build Building and maintaining marketing websites shouldn't slow down your engineers. Framer gives design and marketing teams an all-in-one platform to ship landing pages, microsites, or full site redesigns instantly—without engineering bottlenecks. Get 30% off Framer Pro at framer.com/complexsystems.–Links:Bits about Money,  One Regulation E, Two Very Different RegimesFull version of "Doesn't Matter, That's Reg E": https://suno.com/song/173bbd67-92f7-4868-930f-efeca4b373c0–Timestamps:(00:00) Introduction(02:46) These newfangled computers might steal our money(12:45) The contractual liability waterfall in card payments(20:35) Sponsors: MongoDB and Framer(22:23) The contractual liability waterfall in card payments (continued)(23:47) Enter Zelle(25:46) Zelle is an enormous fraud target(32:23) Banks may attempt to extend the Zelle precedent(35:02) Reg E encompasses almost every technology which exists and many which don't yet

Peter Zairsev (@PeterZaitsev, Founder of @Percona) talks about the history of OSS databases, and how AI is reshaping the demands on modern databases. SHOW: 991SHOW TRANSCRIPT: The Cloudcast #991 TranscriptSHOW VIDEO: https://youtube.com/@TheCloudcastNET NEW TO CLOUD? CHECK OUT OUR OTHER PODCAST: "CLOUDCAST BASICS" SHOW NOTES:Percona websiteTopic 1 - Welcome to the show, Peter. Give everyone a brief introduction, and we'll also dig into the details of Percona after that.Topic 2 - Percona is basically a household name in our space. Part of that is the excellent tech, and part of that is the longevity. Tell everyone the origin story of Percona.Topic 3 - How have OSS databases evolved? Going back 20 years is a bit far, but what recent trends stand out? How have cloud (i.e. the hyperscalers) and SaaS in particular changed this landscape Topic 4 - Percona plays in the same space, and with, MySQL, MongoDB, PostgreSQL. If you don't mind, help everyone connect the dots there and why that matters.Topic 5 - What are the typical business cases and implementations you are seeing today? What are organizations trying to solve for the most?Topic 6 - How has AI and the rise of embeddings and vector databases impacted the OSS space? What are your thoughts here? Is this complementary/competitive/both?Topic 7 - What do you wish people knew more about Percona?FEEDBACK?Email: show at the cloudcast dot netBluesky: @cloudcastpod.bsky.socialTwitter/X: @cloudcastpodInstagram: @cloudcastpodTikTok: @cloudcastpod

Today on Talk Python, the creators behind FastAPI, Flask, Django, Quart, and Litestar get practical about running apps based on their framework in production. Deployment patterns, async gotchas, servers, scaling, and the stuff you only learn at 2 a.m. when the pager goes off. For Django, we have Carlton Gibson and Jeff Triplet. For Flask, we have David Lord and Phil Jones, and on team Litestar we have Janek Nouvertné and Cody Fincher, and finally Sebastián Ramírez from FastAPI is here. Let's jump in. Episode sponsors Talk Python Courses Python in Production Links from the show Carlton Gibson - Django: github.com Sebastian Ramirez - FastAPI: github.com David Lord - Flask: davidism.com Phil Jones - Flask and Quartz(async): pgjones.dev Yanik Nouvertne - LiteStar: github.com Cody Fincher - LiteStar: github.com Jeff Triplett - Django: jefftriplett.com Django: www.djangoproject.com Flask: flask.palletsprojects.com Quart: quart.palletsprojects.com Litestar: litestar.dev FastAPI: fastapi.tiangolo.com Coolify: coolify.io ASGI: asgi.readthedocs.io WSGI (PEP 3333): peps.python.org Granian: github.com Hypercorn: github.com uvicorn: uvicorn.dev Gunicorn: gunicorn.org Hypercorn: hypercorn.readthedocs.io Daphne: github.com Nginx: nginx.org Docker: www.docker.com Kubernetes: kubernetes.io PostgreSQL: www.postgresql.org SQLite: www.sqlite.org Celery: docs.celeryq.dev SQLAlchemy: www.sqlalchemy.org Django REST framework: www.django-rest-framework.org Jinja: jinja.palletsprojects.com Click: click.palletsprojects.com HTMX: htmx.org Server-Sent Events (SSE): developer.mozilla.org WebSockets (RFC 6455): www.rfc-editor.org HTTP/2 (RFC 9113): www.rfc-editor.org HTTP/3 (RFC 9114): www.rfc-editor.org uv: docs.astral.sh Amazon Web Services (AWS): aws.amazon.com Microsoft Azure: azure.microsoft.com Google Cloud Run: cloud.google.com Amazon ECS: aws.amazon.com AlloyDB for PostgreSQL: cloud.google.com Fly.io: fly.io Render: render.com Cloudflare: www.cloudflare.com Fastly: www.fastly.com Watch this episode on YouTube: youtube.com Episode #533 deep-dive: talkpython.fm/533 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Python in 2025 is in a delightfully refreshing place: the GIL's days are numbered, packaging is getting sharper tools, and the type checkers are multiplying like gremlins snacking after midnight. On this episode, we have an amazing panel to give us a range of perspectives on what matter in 2025 in Python. We have Barry Warsaw, Brett Cannon, Gregory Kapfhammer, Jodie Burchell, Reuven Lerner, and Thomas Wouters on to give us their thoughts. Episode sponsors Seer: AI Debugging, Code TALKPYTHON Talk Python Courses Links from the show Python Software Foundation (PSF): www.python.org PEP 810: Explicit lazy imports: peps.python.org PEP 779: Free-threaded Python is officially supported: peps.python.org PEP 723: Inline script metadata: peps.python.org PyCharm: www.jetbrains.com JetBrains: www.jetbrains.com Visual Studio Code: code.visualstudio.com pandas: pandas.pydata.org PydanticAI: ai.pydantic.dev OpenAI API docs: platform.openai.com uv: docs.astral.sh Hatch: github.com PDM: pdm-project.org Poetry: python-poetry.org Project Jupyter: jupyter.org JupyterLite: jupyterlite.readthedocs.io PEP 690: Lazy Imports: peps.python.org PyTorch: pytorch.org Python concurrent.futures: docs.python.org Python Package Index (PyPI): pypi.org EuroPython: tickets.europython.eu TensorFlow: www.tensorflow.org Keras: keras.io PyCon US: us.pycon.org NumFOCUS: numfocus.org Python discussion forum (discuss.python.org): discuss.python.org Language Server Protocol: microsoft.github.io mypy: mypy-lang.org Pyright: github.com Pylance: marketplace.visualstudio.com Pyrefly: github.com ty: github.com Zuban: docs.zubanls.com Jedi: jedi.readthedocs.io GitHub: github.com PyOhio: www.pyohio.org Watch this episode on YouTube: youtube.com Episode #532 deep-dive: talkpython.fm/532 Episode transcripts: talkpython.fm Theme Song: Developer Rap

MongoDB Unauthenticated Attacker Sensitive Memory Leak CVE-2025-14847 Over the Christmas holiday, MongoDB patched a sensitive memory leak vulnerability that is now actively being exploited https://www.mongodb.com/community/forums/t/important-mongodb-patch-available/332977 https://github.com/mongodb/mongo/commit/505b660a14698bd2b5233bd94da3917b585c5728 https://www.ox.security/blog/attackers-could-exploit-zlib-to-exfiltrate-data-cve-2025-14847/ https://github.com/joe-desimone/mongobleed/