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Episode Highlights[00:00:48] What Makes Software MaintainableDon explains why unnecessary complexity is the biggest barrier to maintainability, drawing on themes from A Philosophy of Software Design.[00:03:14] The Cost of Clever AbstractionsA real story from a Node.js API shows how an unused abstraction layer around MongoDB made everything harder without delivering value.[00:04:00] Shaping Teams and Developer ToolsDon describes the structure of the Search Craft engineering team and how the product grew out of recurring pain points in client projects.[00:06:36] Reducing Complexity Through SDK and Infra DesignWhy Search Craft intentionally limits configuration to keep setup fast and predictable.[00:08:33] Lessons From ConsultingRobby and Don compare consulting and product work, including how each environment shapes developers differently.[00:15:34] Inherited Software and Abandoned DependenciesDon shares the problems that crop up when community packages fall behind—especially in ecosystems like React Native.[00:18:00] Evaluating Third-Party LibrariesSignals Don looks for before adopting a dependency: adoption, update cadence, issue activity, and whether the library is “done.”[00:19:40] Designing Code That Remains UnderstandableWhy clear project structure and idiomatic naming matter more than cleverness.[00:20:29] RFCs as a Cultural AnchorHow Don's team uses RFCs to align on significant changes and avoid decision churn.[00:23:00] Documentation That Adds ContextDocumentation should explain why, not echo code. Don walks through how his team approaches this.[00:24:11] Type Systems and MaintainabilityHow Don's journey from PHP and JavaScript to TypeScript and Rust changed his approach to structure and communication.[00:27:05] Testing With TypesStable type contracts make tests cleaner and less ambiguous.[00:27:45] Building Trust in AI SystemsDon discusses repeatability, hallucinations, and why tools like MCP matter for grounding LLM behavior.[00:29:28] AI in Developer ToolsSearch Craft's MCP server lets developers talk to the platform conversationally instead of hunting through docs.[00:33:21] Improving Legacy Systems SlowlyThe Strangler pattern as a practical way to replace old systems one endpoint at a time.[00:34:11] Deep Work and Reducing Reactive NoiseDon encourages developers to carve out time for uninterrupted thinking rather than bouncing between notifications.[00:36:09] Measuring ProgressBuild times, test speeds, and coverage provide signals teams can use to track actual improvement.[00:38:24] Changing Opinions Over a CareerWhy Don eventually embraced TypeScript after originally writing it off.[00:39:15] Industry Trends and Repeating CyclesSPAs, server rendering, and the familiar pendulum swing in web architecture.[00:41:26] Experimentation and Team AutonomyHow POCs and side projects surface organically within Don's team.[00:44:42] Growing Skills Through Intentional GoalsSetting learning targets in 1:1s to support long-term developer growth.[00:47:19] Where to Find DonLinkedIn, Blue Sky, and his site: donmckinnon.dev.Resources MentionedA Philosophy of Software Design by John OusterhoutJohn Ousterhout's Maintainable.fm Interview (Episode 131)Search CraftElasticAlgoliaWordPress Plugin DirectoryRequest for Comments (RFC)Strangler Fig PatternC2 WikiModel Context Protocol (MCP)Glam AIAubrey/Maturin Series by Patrick O'BrianMaster and Commanderdonmckinnon.devThanks to Our Sponsor!Turn hours of debugging into just minutes! AppSignal is a performance monitoring and error-tracking tool designed for Ruby, Elixir, Python, Node.js, Javascript, and other frameworks.It offers six powerful features with one simple interface, providing developers with real-time insights into the performance and health of web applications.Keep your coding cool and error-free, one line at a time! Use the code maintainable to get a 10% discount for your first year. Check them out! Subscribe to Maintainable on:Apple PodcastsSpotifyOr search "Maintainable" wherever you stream your podcasts.Keep up to date with the Maintainable Podcast by joining the newsletter.

Scott and CJ sit down live at JSNation NYC with Iwo Plaza, creator of TypeGPU, to dig into how WebGPU is unlocking a new wave of graphics and compute power on the web. They chat about shader authoring in TypeScript, the future of GPU-powered AI in the browser, and what it takes to build a killer developer-friendly graphics library. Show Notes 00:00 Welcome to Syntax! 00:32 What is TypeGPU? High-level overview and why it exists 01:20 WebGPU vs WebGL – the new era of GPU access on the web 01:47 Why shader languages are hard + making them accessible 02:24 Iwo's background in C++, OpenGL, and discovering JS 03:06 Sharing graphics work on the web vs native platforms 03:29 WebGPU frustrations that inspired TypeGPU 04:17 Making GPU–CPU data exchange easier with Zod-like schemas 05:01 Writing shaders in JavaScript + the unified type system 05:38 How the “use_gpu” directive works under the hood 06:05 Building a compiler that turns TypeScript into shader code 07:00 Type inference, primitives, structs, and TypeScript magic 08:21 Leveraging existing tooling via Unplugin + bundler integration 09:15 How TypeGPU extracts ASTs and generates TinyEST metadata 10:10 Runtime shader generation vs build-time macros 11:07 How the AST is traversed + maintaining transparency in output 11:43 Example projects like Jelly Shader and community reception 12:05 Brought to you by Sentry.io 12:30 Does TypeGPU replace 3JS? How it fits the existing ecosystem 13:20 Low-level control vs high-level abstractions 14:04 Upcoming Three.js integration – plugging TypeGPU into materials compute shaders 15:34 Making GPU development more approachable 16:26 Docs, examples, and the philosophy behind TypeGPU documentation 17:03 Building features by building examples first 18:13 Using examples as a test suite + how docs shape API design 19:00 Docs as a forcing function for intuitive APIs 20:21 GPU for AI – browser inference and future abstractions 21:11 How AI examples inform new libraries (noise, inference, etc.) 21:57 Keeping the core package small and flexible 22:44 Building “TypeGPU AI”-style extensions without bloating the core 23:07 The cost of AI examples and building everything from scratch 23:41 Standard library design and future of the ecosystem 24:04 Closing thoughts from Iwo – OSS, GPU renaissance, and encouragement 24:34 Sick Picks & Shameless Plugs Sick Picks Iwo: Perogies Shameless Plugs Iwo: Syntax Podcast Hit us up on Socials! Syntax: X Instagram Tiktok LinkedIn Threads Wes: X Instagram Tiktok LinkedIn Threads Scott: X Instagram Tiktok LinkedIn Threads Randy: X Instagram YouTube Threads

Topics covered in this episode: Advent of Code starts today Django 6 is coming Advanced, Overlooked Python Typing codespell Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Training The Complete pytest Course Patreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: Advent of Code starts today A few changes, like 12 days this year, which honestly, I'm grateful for. See also: elf: Advent of Code CLI helper for Python Michael #2: Django 6 is coming Expected December 2025 Django 6.0 supports Python 3.12, 3.13, and 3.14 Built-in support for the Content Security Policy (CSP) standard is now available, making it easier to protect web applications against content injection attacks such as cross-site scripting (XSS). The Django Template Language now supports template partials, making it easier to encapsulate and reuse small named fragments within a template file. Django now includes a built-in Tasks framework for running code outside the HTTP request–response cycle. This enables offloading work, such as sending emails or processing data, to background workers. Email handling in Django now uses Python's modern email API, introduced in Python 3.6. This API, centered around the email.message.EmailMessage class Brian #3: Advanced, Overlooked Python Typing get_args, TypeGuard, TypeIs, and more goodies Michael #4: codespell Learned from this PR for the Talk Python book. Fix common misspellings in text files. It's designed primarily for checking misspelled words in source code (backslash escapes are skipped), but it can be used with other files as well. It does not check for word membership in a complete dictionary, but instead looks for a set of common misspellings. Therefore it should catch errors like "adn", but it will not catch "adnasdfasdf". It shouldn't generate false-positives when you use a niche term it doesn't know about. Extras Brian: Is mkdocs maintained? Hatch 1.16 Michael: Follow up on tach from Gerben Dekker: tach has been unmaintained for a bit but is not anymore. It was the main product from Gauge which is a Y combinator startup that pivoted to something unrelated and abandoned tach. However, https://github.com/DetachHead forked it but now got access to the main repo and has committed to maintaining it. ruff analyze graph is fully independent of tach - we actually started to look into alternatives for tach when it became unmaintained and then found ruff analyze graph. For our use case, with just a bit of manipulation on top of ruff analyze graph we replaced our use of deptry (which was slower - and I try to be careful depending on one-man projects). A Review of Michael Kennedy's book, “Talk Python in Production” - Thanks Doug Joke: NoaaS

We love to hear from our listeners. Send us a message. On this week's episode of the Business of Biotech, Dan Schmitt, President and CEO at Actuate Therapeutics, talks about building a company around elraglusib, a GSK-3β inhibitor for cancer. Dan describes his fast-fail approach to early product testing and development, using basket trials to evaluate chemotherapy combinations, and choosing pancreatic cancer as a lead program. He also talks about surviving an IPO during a brutal funding cycle for biotech, building lean teams and efficient operations, and potentially onshoring API in response to changing U.S. policy. Access this and hundreds of episodes of the Business of Biotech videocast under the Business of Biotech tab at lifescienceleader.com. Subscribe to our monthly Business of Biotech newsletter. Get in touch with guest and topic suggestions: ben.comer@lifescienceleader.comFind Ben Comer on LinkedIn: https://www.linkedin.com/in/bencomer/

In this episode of The Identity at the Center Podcast, hosts Jim McDonald and Jeff Steadman catch up with John Tolbert, Director of Cybersecurity Research at KuppingerCole Analysts, to talk about the rapidly evolving world of Fraud Reduction Intelligence Platforms (FRIP).They explore:The six capabilities of modern fraud reduction systemsHow AI and machine learning are both helping and hurting fraud preventionWhy shared signals and orchestration are critical for financial and e-commerce use casesHow identity verification, device intelligence, and behavioral biometrics work togetherThe role of usability and integration in FRI adoptionPlus, stick around for a fun discussion about concerts, classic rock, and which legendary bands they wish they'd seen live.Listen now to learn how identity, fraud, and AI are colliding — and what's next for fraud intelligence.Connect with John: https://www.linkedin.com/in/john-tolbert/Fraud Reduction Intelligence Platforms - Finance (KuppingerCole Report): https://www.kuppingercole.com/research/lc80841/fraud-reduction-intelligence-platforms-financeFraud Reduction Intelligence Platforms - eCommerce (KuppingerCole Report): https://www.kuppingercole.com/research/bc81030/fraud-reduction-intelligence-platforms-ecommerceConnect with us on LinkedIn:Jim McDonald: https://www.linkedin.com/in/jimmcdonaldpmp/Jeff Steadman: https://www.linkedin.com/in/jeffsteadman/Visit the show on the web at http://idacpodcast.comChapter Timestamps:00:00 – Jim's passwordless rant and setup woes05:00 – Introducing guest John Tolbert06:30 – Catching up: four years since John's last appearance07:30 – What is CIAM and how has it evolved?09:30 – Understanding Fraud Reduction Intelligence Platforms (FRIP)10:00 – The six core capabilities of FRI solutions13:00 – Are most vendors point solutions or full platforms?14:00 – How identity verification is improving16:00 – SaaS and API-driven fraud detection models18:00 – What kinds of fraud can (and can't) FRI prevent?21:00 – The growing problem of bots and automation22:00 – Fraud trends in finance: scams, account takeovers, and synthetic identities25:00 – Information sharing and the role of shared signals28:00 – Collaboration vs. competition in fraud prevention31:00 – Fraud in e-commerce: bots, loyalty points, and returns abuse34:00 – Streaming and citizen fraud use cases36:00 – Where do FRI capabilities fit within IAM platforms?43:00 – The importance of orchestration and integration44:30 – The role of AI and ML in fraud prevention47:30 – Smart questions for evaluating FRI vendors50:30 – Concert talk: Pink Floyd, Metallica, and the ones that got away58:00 – Wrap-up and where to find John Tolbert's reportsKeywords:Fraud Reduction Intelligence, FRI Platforms, John Tolbert, KuppingerCole, Identity at the Center, IDAC, IAM, CIAM, Cybersecurity Research, Fraud Prevention, Machine Learning, Artificial Intelligence, Behavioral Biometrics, Device Intelligence, Identity Verification, Risk Orchestration, API Security, Financial Fraud, E-Commerce Fraud, Shared Signals, Jim McDonald, Jeff Steadman, IDAC Podcast

In this episode of The Cybersecurity Defenders Podcast, we discuss some intel being shared in the LimaCharlie community.For for more information about Cyber Security Cares, visit cybersecurity-cares.comAI is now fulfilling a long-standing hope of security teams: it's taking over repetitive, low-skill tasks like log reviews, alert triage, and basic investigations.Anthropic has disclosed what it believes is the first documented case of a largely autonomous AI-orchestrated cyber espionage campaign.The new "JackFix" variant of the ClickFix attack is gaining traction, and unlike its predecessors, it combines both social engineering and technical evasion tactics to bypass existing defenses more effectively.Researchers at Morphisec have uncovered a new six-month-long campaign weaponizing .blend files - native to Blender, the open-source 3D modeling software - to deliver a variant of the StealC information stealer.Support our show by sharing your favorite episodes with a friend, subscribe, give us a rating or leave a comment on your podcast platform.This podcast is brought to you by LimaCharlie, maker of the SecOps Cloud Platform, infrastructure for SecOps where everything is built API first. Scale with confidence as your business grows. Start today for free at limacharlie.io.

Digital IDs are about to reshape how we prove who we are online. Peter Horadan, CEO at Vouched, joins the show to break down what this shift really means for trust, privacy, and the rise of agent driven systems. He explains why digital IDs will remove huge amounts of friction, stop common fraud paths, and change how we secure everything from bank accounts to AI agents acting on our behalf.This is a clear look at what is coming in the next two years and why it matters to every engineering and product leader.Key Takeaways• Digital IDs will move identity checks from risk based guesses to near perfect certainty which changes how products verify users• Fine control over what you share will unlock new applications and ease concerns about oversharing personal data• Agent driven workflows need a clear way to separate human actions from agent actions so that permissions, auditing, and safety scale• Identity standards for agents will remove phishing and reduce fraud by creating traceable reputations for good and bad agents• Regulation and real world use are not fully aligned yet which creates gaps around privacy, liability, and legal agreementsTimestamped Highlights00:53 How digital IDs work on your phone and why they remove friction across services04:14 What becomes possible when you can share only the specific parts of your ID07:22 Why physical ID checks are easy to fake and how digital IDs solve this12:16 How agents act on your behalf and why that breaks old security patterns17:40 Why agents need their own identity and reputation systems22:01 Legal gray zones around AI, privacy, accountability, and real world contracts27:12 The tipping point where digital IDs become standard for most online servicesA line that captures the episode“Everything we do today to identify people online is risk based. Digital IDs move us to absolute proof.”Pro Tips from Peter• Expect digital ID flows to replace password resets across most valuable services• Treat agent permissions like API scopes and give only what is needed• Plan for separate logging of human actions and agent actions in your systemsCall to ActionIf this episode gave you a clearer picture of where identity and agent driven systems are headed, follow the show and share it with someone building in security, AI, or product. You can also follow along on LinkedIn for more discussions that connect people, impact, and technology.

In this episode of Technology Reseller News' special series on Telco Days 2025, Doug Green speaks with Damian Mazurek, Chief Innovation Officer at Software Mind, about why the telecom industry is at a historic crossroads – and what it will take for telcos to move from commodity connectivity to AI-era value creators. Mazurek explains how rapid advances in AI, edge computing, LEO satellites and IoT are converging with generational change, especially Gen Z's preference for asynchronous, AI-enabled interactions. Traditional voice and human-to-human communication are giving way to data-driven, bot-mediated experiences. “The next generation will not even talk with us – their AI assistants will do it for them,” he notes, predicting a future where AI agents negotiate, schedule, buy, sell and resolve issues on behalf of human users. To avoid being trapped as low-margin bandwidth providers, Mazurek argues that telcos must evolve from telco to techco, building both an innovation culture and the cloud-native platforms needed to iterate at high speed. He outlines a three-layer framework for AI in the RAN – AI for the run, AI in the run and AI on the run – where AI improves network operations, monetizes unused capacity for AI workloads, and enables new services built on top of programmable, API-driven networks. Mazurek sees major opportunities in: Turning surplus network capacity and distributed edge infrastructure into an “AI grid” that hosts and accelerates AI workloads. Leveraging telco data and real-time APIs to power new services and revenue streams. Enabling sectors like agriculture, aquaculture and industrial automation with reliable connectivity, low latency and AI-ready infrastructure in previously hard-to-reach locations. Delivering proactive, AI-driven customer experiences that match Gen Z expectations for simplicity, personalization and immediacy. Ultimately, Mazurek believes telcos that embrace cloud-native transformation, programmable networks and AI-driven operations can do far more than survive the coming decade. “They can dominate the market and create new business value,” he says, by building the secure, trusted infrastructure that will underpin AI-to-AI communication at global scale. To learn more about Software Mind's telecom innovation initiatives and access resources from Telco Days, visit https://softwaremind.com/.

Google observe l'émergence d'outils malveillants capables de se réécrire grâce à l'IA pour contourner les systèmes de détection, une première qui marque un changement de cap dans les méthodes des cybercriminels. Deux familles d'outils, PromptFlux et PromptSteel, illustrent cette évolution en utilisant Gemini ou des API publiques pour régénérer leur code et masquer leurs traces. Google affirme avoir neutralisé ces infrastructures, mais prévient que cette sophistication va alimenter un marché clandestin en pleine expansion. L'entreprise appelle à des standards de sécurité plus robustes et mise sur ses propres outils d'autodétection et d'autocorrection pour contrer ces menaces émergentes. Entrevue avec la gestionnaire des programmes techniques au sein du groupe d'analyse des menaces de Google, Azi Vaziri.

Parce que… c'est l'épisode 0x671! Shameless plug 25 et 26 février 2026 - SéQCure 2026 CfP 27 février 2026 - Blackout 14 au 17 avril 2026 - Botconf 2026 28 et 29 avril 2026 - Cybereco Cyberconférence 2026 9 au 17 mai 2026 - NorthSec 2026 3 au 5 juin 2026 - SSTIC 2026 juin 2026 - leHACK Notes IA Vibe coding: What is it good for? Absolutely nothing The slow rise of SBOMs meets the rapid advance of AI Malveillant How Malware Authors Incorporate LLMs to Evade Detection KawaiiGPT - Free WormGPT Variant Leveraging DeepSeek, Gemini, and Kimi-K2 AI Models LLMs Tools Like GPT-3.5-Turbo and GPT-4 Fuels the Development of Fully Autonomous Malware Amazon Is Using Specialized AI Agents for Deep Bug Hunting OpenAI dumps Mixpanel after analytics breach hits API users Gibberifier Souveraineté Europe Is Bending the Knee to the US on Tech Policy NATO taps Google for air-gapped sovereign cloud Canadian data order risks blowing a hole in EU sovereignty Underwater Cables That Carry the Internet Are in Trouble Social media giants liable for financial scams under new EU law Switzerland: Data Protection Officers Recommend Broad Cloud Ban for Authorities Pluralistic: (Digital) Elbows Up (28 Nov 2025) – Pluralistic: Daily links from Cory Doctorow Red Threats Actors Leverage Python-based Malware to Inject Process into a Legitimate Windows Binary New Fluent Bit Flaws Expose Cloud to RCE and Stealthy Infrastructure Intrusions ClickFix Hackers Tricks macOS Users to Execute Command in Terminal to Deliver FlexibleFerret Malware Beware of Weaponized Google Meet page that uses ClickFix to deliver Malicious Payload ClickFix attack uses fake Windows Update screen to push malware Malicious Blender model files deliver StealC infostealing malware HashiCorp Vault Vulnerability Allow Attackers to Authenticate to Vault Without Valid Credentials Cheap Device Bypasses AMD, Intel Memory Encryption Advanced Security Isn't Stopping Old Phishing Tactics Des outils de formatage de code ont exposé des milliers de mots de passe Over 390 Abandoned iCalendar Sync Domains Could Expose ~4 Million Devices to Security Risks Public GitLab repositories exposed more than 17,000 secrets Blue Leonardo unveils ‘Michelangelo Dome' AI-powered shield system Ex-CISA officials, CISOs aim to stop the spread of hacklore Mobile phones : Threat landscape since 2015 Air Force practices operating from cut-off bases in fierce future war Airbus: We were hours from pausing production in Spain Microsoft to secure Entra ID sign-ins from script injection attacks Privacy Mind-reading devices can now predict preconscious thoughts: is it time to worry? One Tech Tip: Modern cars are spying on you. Here's what you can do about it Proton Meet: Secure, end-to-end encrypted video conferencing Chat Control - 3 ans de débats pour accoucher d'un truc qui ne sert à rien GrapheneOS: “We no longer have any active s…” - GrapheneOS Mastodon GrapheneOS bails on OVHcloud over France's privacy stance European Parliament for mandatory age verification for social media Collaborateurs Nicolas-Loïc Fortin Crédits Montage par Intrasecure inc Locaux réels par Intrasecure inc

Join Balaji Raghavan, Head of Engineering at Postman, as he discusses the critical gap between AI adoption and API readiness, revealing that while 80% of developers use AI, only 24% design APIs with AI agents as the intended consumer. Drawing from Postman's 40 million developer user base, Raghavan explains how human-designed APIs create ambiguity problems for AI systems, requiring additional tooling layers that often introduce security vulnerabilities through proxy credentials and unauthorized access risks. He addresses the uncomfortable reality that the industry is still in early stages of making AI reliably call APIs at scale, with hallucinations and context limitations preventing effective orchestration across hundreds of endpoints, while warning that judicious leaders must distinguish between deterministic flows and cases where expensive AI-based approaches are truly necessary to manage infrastructure costs and prevent cascade failures.

In this episode, I'm talking with Vincent Warmerdam about treating LLMs as just another API in your Python app, with clear boundaries, small focused endpoints, and good monitoring. We'll dig into patterns for wrapping these calls, caching and inspecting responses, and deciding where an LLM API actually earns its keep in your architecture. Episode sponsors Seer: AI Debugging, Code TALKPYTHON NordStellar Talk Python Courses Links from the show Vincent on X: @fishnets88 Vincent on Mastodon: @koaning LLM Building Blocks for Python Co-urse: training.talkpython.fm Top Talk Python Episodes of 2024: talkpython.fm LLM Usage - Datasette: llm.datasette.io DiskCache - Disk Backed Cache (Documentation): grantjenks.com smartfunc - Turn docstrings into LLM-functions: github.com Ollama: ollama.com LM Studio - Local AI: lmstudio.ai marimo - A Next-Generation Python Notebook: marimo.io Pydantic: pydantic.dev Instructor - Complex Schemas & Validation (Python): python.useinstructor.com Diving into PydanticAI with marimo: youtube.com Cline - AI Coding Agent: cline.bot OpenRouter - The Unified Interface For LLMs: openrouter.ai Leafcloud: leaf.cloud OpenAI looks for its "Google Chrome" moment with new Atlas web browser: arstechnica.com Watch this episode on YouTube: youtube.com Episode #528 deep-dive: talkpython.fm/528 Episode transcripts: talkpython.fm Theme Song: Developer Rap

Welcome to this classic episode. Classics are my favorite episodes from the past 10 years, published once a month. These are N of 1 conversations with N of 1 people. Palmer Luckey is a relentless builder and original thinker. He founded Oculus, bringing virtual reality to the mainstream, and is now reshaping the future of defense and technology with Anduril. I hope you enjoy this conversation. Palmer is the founder of Anduril, which makes next-generation military technology for the US and its allies. Since bringing the company to life in 2017, Palmer and Anduril have disrupted the established order in the Defense industry. Prior to Anduril, Palmer founded Oculus VR, a virtual reality business that he sold to Facebook for $2 billion. Palmer is only in his early 30s, but he has already experienced more than most people will in a 40-year career. We talk about innovation, invention, differentiated thinking, and so much more. Please enjoy this great discussion with Palmer Luckey. Listen to Patrick's Business Breakdowns with Anduril CEO. For the full show notes, transcript, and links to mentioned content, check out the episode page here. ----- This episode is brought to you by WorkOS. WorkOS is a developer platform that enables SaaS companies to quickly add enterprise features to their applications. With a single API, developers can implement essential enterprise capabilities that typically require months of engineering work. By handling the complex infrastructure of enterprise features, WorkOS allows developers to focus on their core product while meeting the security and compliance requirements of Fortune 500 companies. Visit WorkOS to Transform your application into an enterprise-ready solution in minutes, not months. ----- Invest Like the Best is a property of Colossus, LLC. For more episodes of Invest Like the Best, visit joincolossus.com/episodes.  Stay up to date on all our podcasts by signing up to Colossus Weekly, our quick dive every Sunday highlighting the top business and investing concepts from our podcasts and the best of what we read that week. Sign up here. Follow us on Twitter: @patrick_oshag | @joincolossus Show Notes (00:00:00) Welcome to Invest Like the Best (00:01:15) Meet Palmer Luckey (00:02:03) The importance of synthetic long-chain hydrocarbon fuel (00:08:12) Ranking America's potential for innovation (00:11:18) Why there aren't more ⁠Thiel Fellowships⁠ (00:13:31) The principles that motivate and drive him (00:16:56) What it has been like working in the world of defense after the attack on Israel (00:19:09) Surprising lessons learned when building a large company (00:22:37) How to approach a new field initially (00:27:20) Meeting other out-of-the-box thinkers (00:31:46) Inventors working backward from existing systems versus forward from their ideals (00:33:26) The most pressing issue in national security (00:39:36) What matters most for America from a defense perspective (00:42:33) How to determine which problems to prioritize (00:48:59) Lessons learned from working with AI (00:55:56) How Apple is shaping the future of VR (01:00:11) Which videogame a prospective employee should excel at (01:02:41) Why ⁠Oculus⁠ was so successful in marketing (01:09:48) The kindest thing

In this episode, a16z GP Martin Casado sits down with Sherwin Wu, Head of Engineering for the OpenAI Platform, to break down how OpenAI organizes its platform across models, pricing, and infrastructure, and how it is shifting from a single general-purpose model to a portfolio of specialized systems, custom fine-tuning options, and node-based agent workflows.They get into why developers tend to stick with a trusted model family, what builds that trust, and why the industry moved past the idea of one model that can do everything. Sherwin also explains the evolution from prompt engineering to context design and how companies use OpenAI's fine-tuning and RFT APIs to shape model behavior with their own data.Highlights from the conversation include: • How OpenAI balances a horizontal API platform with vertical products like ChatGPT• The evolution from Codex to the Composer model• Why usage-based pricing works and where outcome-based pricing breaks• What the Harmonic Labs and Rockset acquisitions added to OpenAI's agent work• Why the new agent builder is deterministic, node based, and not free roaming Resources: Follow Sherwin on X: https://x.com/sherwinwu Follow Martin on X: https://x.com/martin_casado Stay Updated:If you enjoyed this episode, be sure to like, subscribe, and share with your friends!Find a16z on X: https://x.com/a16zFind a16z on LinkedIn: https://www.linkedin.com/company/a16zListen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYXListen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711Follow our host: https://x.com/eriktorenbergPlease 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 http://a16z.com/disclosures Stay Updated:Find a16z on XFind a16z on LinkedInListen to the a16z Podcast on SpotifyListen to the a16z Podcast 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.

Join Simtheory: https://simtheory.ai (Use coupon BLACKFRIDAY15 for $15 USD off any subscription).----Simtheory Discord: https://discord.gg/Ar6GeQnAR7This Day in AI Discord: https://discord.gg/TVYH3HD6qsLinkedIn Group: https://www.linkedin.com/groups/16562039/Spotify: https://open.spotify.com/artist/28PU4ypB18QZTotml8tMDq?si=FPaJU2NRSnOSNPmnsfwA_g---CHAPTERS:00:00 Intro & Fatal Patricia Update01:40 Promotions (Discord, Black Friday, LinkedIn)04:36 Claude 4.5 Opus - Best Anthropic Model Ever?31:17 Computer Use API Updates36:14 Will AI Replace 57% of Jobs? (McKinsey Report)1:00:52 Claude 4.5 Opus Demos (Christmas Hut & Diss Track Preview)1:07:13 Microsoft Farah 7B - Moose Porn Refusals1:21:51 Why ChatGPT's MCP-UI Apps Are a Bad Idea1:42:01

AWS's approach to Elastic Kubernetes Service has evolved significantly since its 2018 launch. According to Mike Stefanik, Senior Manager of Product Management for EKS and ECR, today's users increasingly represent the late majority—teams that want Kubernetes without managing every component themselves. In a conversation onThe New Stack Makers, Stefanik described how AI workloads are reshaping Kubernetes operations and why AWS open-sourced an MCP server for EKS. Early feedback showed that meaningful, task-oriented tool names—not simple API mirrors—made MCP servers more effective for LLMs, prompting AWS to design tools focused on troubleshooting, runbooks, and full application workflows. AWS also introduced a hosted knowledge base built from years of support cases to power more capable agents.While “agentic AI” gets plenty of buzz, most customers still rely on human-in-the-loop workflows. Stefanik expects that to shift, predicting 2026 as the year agentic workloads move into production. For experimentation, he recommends the open-source Strands SDK. Internally, he has already seen major productivity gains from BI agents that automate complex data analysis tasks.Learn more from The New Stack about Amazon Web Services' approach to Elastic Kubernetes ServiceHow Amazon EKS Auto Mode Simplifies Kubernetes Cluster Management (Part 1)A Deep Dive Into Amazon EKS Auto (Part 2)Join our community of newsletter subscribers to stay on top of the news and at the top of your game.   Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Love AWS Fargate, but occasionally hit the “I need more control” wall (GPUs, storage, network bandwidth, instance sizing)? In this episode of AWS Bites, Eoin and Luciano put the brand-new Amazon ECS Managed Instances (ECS MI) under the microscope as the “middle path” between Fargate simplicity and ECS on EC2 flexibility. We unpack what ECS MI actually is and where it fits in the ECS spectrum, especially how it changes the way you think about clusters and capacity providers. From there we get practical: we talk through the pricing model (EC2 pricing with an additional ECS MI fee that can be a bit counterintuitive if you rely heavily on Reserved Instances or Savings Plans), and we share what it feels like to finally get GPU support in an experience that's much closer to Fargate than to “full EC2 fleet management”. To make it real, we walk through what we built: a GPU-enabled worker that transcribes podcast audio using OpenAI Whisper, including the end-to-end setup in CDK (roles, capacity provider wiring, task definitions, and service configuration). Along the way we call out the rough edges we ran into, like configuration options that look like they might enable Spot-style behavior, and the operational realities you should expect, such as tasks taking roughly 3–4 minutes to start when ECS needs to provision fresh capacity. We close by mapping out the workloads where ECS MI shines (queue-driven GPU jobs, HPC-ish compute, tighter storage/network control) and the scenarios where it's probably the wrong choice, like when you need custom AMIs, SSH access, or stricter isolation guarantees.In this episode, we mentioned the following resources: Amazon ECS Managed Instances: ⁠https://aws.amazon.com/ecs/managed-instances/⁠ ECS Managed Instances documentation: ⁠https://docs.aws.amazon.com/AmazonECS/latest/developerguide/ManagedInstances.html⁠ Amazon Bottlerocket (what it is): ⁠https://aws.amazon.com/bottlerocket/⁠ Our CDK ECS MI template: ⁠https://github.com/fourTheorem/cdk-ecs-mi-template⁠ Ep 42. How do you containerise and run your API with Fargate?: ⁠https://awsbites.com/42-how-do-you-containerise-and-run-your-api-with-fargate/⁠ Ep 72. How do you save cost with ECS?: ⁠https://awsbites.com/72-how-do-you-save-cost-with-ecs/⁠ Ep 10. Lambda or Fargate for containers?: ⁠https://awsbites.com/10-lambda-or-fargate-for-containers/⁠ Ep 38. How do you choose the right compute service on AWS?: ⁠https://awsbites.com/38-how-do-you-choose-the-right-compute-service-on-aws/⁠ Ep 143. Is App Runner better than Fargate?: ⁠https://awsbites.com/143-is-app-runner-better-than-fargate/⁠ Do you have any AWS questions you would like us to address?Leave a comment here or connect with us on X/Twitter, BlueSky or LinkedIn:- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://twitter.com/eoins⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://bsky.app/profile/eoin.sh⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/in/eoins/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://twitter.com/loige⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://bsky.app/profile/loige.co⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/in/lucianomammino/

Le sujet :L'IA et le vibe coding ont révolutionné la création de side business : plus besoin d'être un expert de la tech pour lancer un site, une application ou un média. L'essentiel est ailleurs : savoir identifier les bonnes opportunités business et utiliser les meilleurs outils.L'invité du jour :Esther Moisy-Kirschbaum est responsable du développement de Magma, une newsletter d'identification de tendances et d'opportunités de business.Aux côtés de Matthieu Stefani, Esther et Christofer Ciminelli nous expliquent comment créer un side business rentable grâce au vibe coding et aux outils d'IA les plus accessibles.Découvrez : Pourquoi l'entrepreneuriat est un pilier de l'investissementComment identifier les opportunités de side businessQu'est-ce que le vibe coding et comment se lancerLes opportunités du faceless et du live shoppingComment combiner vibe coding, IA et APIAvantages :Bonne nouvelle ! Nous avons négocié pour vous un avantage exceptionnel. Avec le code BFLAMARTINGALE, obtenez 50% de réduction sur l'abonnement annuel à la newsletter Magma. Offre valable jusqu'au 31/12/2025 (au-delà, le code vous offre tout de même 50€ de réduction

"... best model in the world..."

What would the freight industry look like if we all spoke the same digital language? And how much time and money could we save if billing, visibility, and documentation finally flowed in real time? Today, Keith Peterson from NMFTA shares the launch of the Digital Standards Development Council, one of the biggest steps our industry has taken in years toward unified terminology and API standardization! Keith and I talk about eliminating confusion around basic terms, replacing paper bills of lading with real API-driven E-BOLs, cutting integration costs with one API standard, and bringing true billing transparency through real-time freight charge updates. With new API products for E-BOL, visibility, invoicing, and claims hitting public release soon—and major players already adopting the framework—we're heading toward a future where automation, speed, and collaboration become the norm while relationships stay front and center!  

On this episode of The Cybersecurity Defenders Podcast we speak with Erik Bloch, VP of Security at Illumio, about better tools to combat burnout rate and discuss the reality of AI in security.Erik Bloch has 30+ years of information and cyber security experience, both as an IC and as a leader of teams. “People first” has always been his approach. He has led entire security and IT functions at smaller companies, and been the CISOs leading big teams at larger orgs. Erik also spent time on the product side, trying to make better tooling for people like him. With a mix of security, IT and product under his belt, Erik is at a place where connections, making meaningful change and driving impact in peoples lives, mean a lot to him. The smartest person he knows once said "Problems are really opportunities in disguise"​, and that's something Erik always tries to see.Support our show by sharing your favorite episodes with a friend, subscribe, give us a rating or leave a comment on your podcast platform. This podcast is brought to you by LimaCharlie, maker of the SecOps Cloud Platform, infrastructure for SecOps where everything is built API first. Scale with confidence as your business grows. Start today for free at limacharlie.io.

In this episode of the IoT For All Podcast, Maor Efrati, co-founder and CTO of Monogoto, joins Ryan Chacon to discuss hybrid connectivity in IoT. The conversation covers why hybrid connectivity matters, the evolving landscape of IoT connectivity, the importance of edge AI and LPWAN, the critical role of built-in security in IoT solutions, the need for market education to dispel misconceptions about IoT connectivity, the impact of SIM virtualization on device management, hybrid connectivity with GEO and LEO satellies, and the future of hybrid connectivity.Maor Efrati is the CTO and co-founder of Monogoto. With 25+ years of experience in cellular networks and internet platforms, Efrati has built an API-driven cellular infrastructure for enterprises, running IoT connectivity, private CBRS, and 5G use cases with an as-a-service approach. He has a deep technical knowledge of the entire cellular space including mobile and fixed operator networks, IT, billing architecture, and mobile application development.Monogoto is a self-service global software-defined connectivity cloud platform. Its API-driven Connectivity-as-a-Service enables secure IoT connectivity and Private 5G/LTE networks, with seamless interoperability between public and private and NTN Satellite infrastructure with optional value-added services ranging from AI-based anomaly detection to deep packet inspection and third party cloud integration.Discover more about IoT at https://www.iotforall.comFind IoT solutions: https://marketplace.iotforall.comMore about Monogoto: https://monogoto.ioConnect with Maor: https://www.linkedin.com/in/maor-e-923b0615a/Subscribe on YouTube: https://bit.ly/2NlcEwmJoin Our Newsletter: https://newsletter.iotforall.comFollow Us on Social: https://linktr.ee/iot4all

In this episode Jenny reconnects with the team at API fitness insurance. You don't know you need insurance until you NEED it… and by then, it's too late to get it! Doug and Jim explain the type of insurance a fitness professional may need to carry to protect themselves, their clients, and their business. PLUS, we dive into some real-life examples of when someone needed insurance to cover a situation and some real cohort cases where insurance saved the day!Don't forget to check out this link https://team.apifitness.com/wordpress/ for a special offer from API!

In this episode of Off Script, we continue our conversation with John Murphy III, president and CEO of the Association for Accessible Medicines, to dig deeper into the vulnerabilities and structural challenges shaping U.S. generic and biosimilar drug production. Murphy examines the most fragile links in the supply chain — from the lack of domestic API production to key starting-material constraints — and explains why long-term, coordinated policy action is essential for restoring supply chain resiliency. He also outlines the legislative, regulatory, and market reforms that could strengthen domestic capacity without compromising patient access or affordability.

Today, we're joined by serial entrepreneur Raj Singh. His multiple exits have landed him in product leadership roles at companies like Salesforce.com, and, most currently, as a VP of Product at Mozilla, where he's leading the team creating new AI products for SMBs. In this episode, Raj shares: * How his companies navigated multiple pivots, with innovations from ChatGPT and Zoom leading most recently to an acquisition by Mozilla * What makes “agentic browsers” the next major interface for the web, and how they could change everything from ad models to API access * And why Mozilla's stewardship of Gecko, one of only three major browser engines, is essential to keeping the internet open in the age of AI Links LinkedIn: https://www.linkedin.com/in/rajansingh/ Mozilla: https://www.mozilla.org/en-US/ Chapters 00:00: Introduction 01:50: Raj's entrepreneurial journey 03:52: The evolution of meeting summarization tools 07:51: Raj's product pivot 08:26: Adapting to video communication during the pandemic 16:05: Pulse's viral growth and Mozilla acquisition 20:25: AI and browser integration 27:10: Mozilla's role in browser innovation 30:58: Conclusion Follow LaunchPod on YouTube We have a new YouTube page (https://www.youtube.com/@LaunchPodPodcast)! Watch full episodes of our interviews with PM leaders and subscribe! What does LogRocket do? LogRocket's Galileo AI watches user sessions for you and surfaces the technical and usability issues holding back your web and mobile apps. Understand where your users are struggling by trying it for free at LogRocket.com (https://logrocket.com/signup/?pdr). Special Guest: Raj Singh.

October 2025 shook the crypto world. Bitcoin crashed harder than any October since 2015, someone accidentally minted $300 trillion in stablecoins, and traditional banks started an all-out war against crypto companies trying to get federal charters. Tedd Huff, founder of Fintech Confidential and CEO of fintech advisory firm Voalyre, sits down with Rob Musiala, partner at Baker Hostetler who co-leads The Blockchain Monitor, to break down what moved Web3 when it mattered most. They walk through why stablecoins just crushed major card networks with $2.6 trillion in annual volume, how Western Union suddenly decided blockchain payments make sense, and what the Genius Act really means for everyone trying to operate in this space. This isn't theory. Banks are fighting to protect their turf while crypto infrastructure gets bought up for billions. The conversation covers enforcement crackdowns, court rulings that actually matter, regulatory battles over OCC charters, and why sitting this one out stopped being an option months ago. KEY TAKEAWAYS 1️⃣ Financial institutions must evaluate make-or-buy decisions on stablecoin infrastructure before competitors capture market share as platforms offering blockchain-based payments already process volumes exceeding major card networks. 2️⃣ Developers building on Ethereum layer-2 solutions can expect 30-60% lower transaction fees after Fusaka activates December 3rd, allowing projects to adjust pricing models or capture improved margins. 3️⃣ Stablecoin issuers, custodians, payment facilitators, and exchanges face different compliance requirements based on their specific business models under the Genius Act framework. 4️⃣ Retail investors and traders experienced 60-80% losses across major meme coins during October, while newcomers like Mini U and MemeCore surged during the same downturn. 5️⃣ Businesses operating cross-border payments between Japan and international markets gain new infrastructure as institutions push toward 10 trillion yen stablecoin circulation targets. LINKS Host:Tedd Huff (LinkedIn) - https://www.linkedin.com/in/teddhuff/Voalyre - https://voalyre.com CI (Confidential Informant):Rob Musiala (LinkedIn) - https://www.linkedin.com/in/robertmusiala/The Blockchain Monitor - https://www.theblockchainmonitor.com Company:Baker Hostetler - https://www.bakerlaw.com Fintech Confidential:YouTube - https://www.youtube.com/@FintechConfidentialWebsite - https://fintechconfidential.comNewsletter - https://fintechconfidential.com/newsletterLinkedIn - https://www.linkedin.com/company/fintech-confidential SUPPORTERS Dfns - Secure wallets built right. API-first, multi-chain MPC wallet infrastructure for payments platforms, custodians, and exchanges. Request demo: fintechconfidential.com/dfns Skyflow - Build fast without breaking privacy. Zero trust data privacy vault delivered as an API for PCI, GDPR, and SOC 2 compliance. Learn more: skyflowsecure.com Hawk AI - Fight fraud and financial crime with real-time payment screening, AML transaction monitoring, and dynamic customer risk rating. Sign up for demo: GetHawkAI.comAbout:GuestConfidential Informant - Robert Musiala - Partner - BakerHostetlerRobert Musiala has been working in the blockchain and digital assets market since 2012 and has led multiple digital asset investigations, including as the court appointed receiver over cryptocurrency investment funds used in a major fraud. Robert also advises on a variety of regulatory compliance issues involving digital assets and has drafted/negotiated agreements for a wide range of transactions...

Why Your Affiliate Style Images Might Be Killing Your Amazon Business In just 10 minutes, I'll challenge most of what you believe—and show you why the opposite might be true. Watch to the end for 99 scroll-stopping techniques from the world's top three product photographers. Watch here on YouTube for the full experience.    "Pretty doesn't convert." - Affiliate Marketers What happens when hammer-and-nail marketing doesn't work? Everyone's favourite dog, Rufus, seems to have a different opinion when it comes to images and stopping the scroll. Text on Images Cluttered images make your brand appear unprofessional or cheap. Impact of busy images: Too many elements distract from the product. Visual focus and clarity: Eliminates distractions, letting customers focus on your product. Pattern interrupt: Stops the scroll. Reduced cognitive load: Easy for customers to process and understand. Professional aesthetic: Clean layouts convey luxury and quality. The Paradox of Dense Images Information overload: Excessive visual details cause faster scrolling. Cognitive fatigue: Complex images demand more mental effort, prompting quick dismissal. Lost focus: When everything competes, nothing stands out. What Actually Stops the Scroll? Clean contrast: Single element against clean background. Less-is-more: Pattern break through simplicity. Simple images stand out in cluttered feeds. The most effective scroll-stoppers are the cleanest, most focused images. The Low-Price Paradox Trust barrier: Customers are naturally sceptical of cheap products. Poor images confirm their worst fears. The Outliers Outliers are statistically insignificant compared to what drives success. The 99% reality: 97% of customers respond positively to clean, well-lit, professional images. Cherry Picking and Moonshots Avoid cherry-picking outliers as universal truths. If so, everyone would have proven strategies and no failed products. Why Outliers Get Disproportionate Attention Survival bias: We notice the 1% that succeed unusually, not the 99% that fail. Marketing case studies: Unusual success stories are interesting. Confirmation bias: People remember exceptions that validate rule-breaking. Also in the video: 99 techniques for stopping the scroll, by three of the world's best, working with multi-million-dollar and billion-dollar brands. 99 image principles used by three of the world's top product photographers: Peter Belanger - Apple's product photographer since 2007 Tim Tadder - Nike, Adidas, and NFL campaign photographer Jonathan Knowles - Coca-Cola, Guinness, and major beverage brands As a thank you for everything this industry has given me over the past decade, DesignLoop is my gift to you. No subscriptions—just add your API keys and you're ready to compete with major brands with innovative images and video. No one ever stopped the scroll by imitation. It's time to get back to winning. If you want to get access to Design Loop, you can join the waitlist here. https://sellersessions.com/sp/ai-workshop/  

Spire introduces the Full Send RPC. Etherscan paywalls API access for 10% of chains. Privacy Pools supports 0.01 ETH deposits. And Devcon 8 is scheduled for Mumbai, India. Read more: https://ethdaily.io/830 Sponsor: Arkiv is an Ethereum-aligned data layer for Web3. Arkiv brings the familiar concept of a traditional Web2 database into the Web3 ecosystem. Find out more at Arkiv.network Disclaimer: Content is for informational purposes only, not endorsement or investment advice. The accuracy of information is not guaranteed.

In this video, I'll tell you about the new business opportunities that Realty Income is expanding into, and why I'm bullish about their future. Join the world's largest free Dividend Discord ➜ https://discord.gg/kkSr5FY Join my channel membership as a GenEx Partner to access new perks: https://www.youtube.com/channel/UCuOS-UH_s4KGhArN6HdRB0Q/join Seeking Alpha Affiliate Referral Link ➜ https://link.seekingalpha.com/2352ZCK/4G6SHH/ Click my FAST Graphs Link (Use coupon code AFFILIATE25 to get 25% off your 1st payment) ➜ https://fastgraphs.com/?ref=GenExDividendInvestor Please use my Amazon Affiliates Link ➜ https://amzn.to/2YLxsiW Thanks! As an Amazon Associate I earn from qualifying purchases. Support me & get Patreon perks ➜ https://www.patreon.com/join/genexdividendinvestor Use my Financial Modeling Prep affiliate link for awesome stock API data (up to a 25% discount) ➡️ https://site.financialmodelingprep.com/pricing-plans?couponCode=genex25

פרק מספר 505 של רברס עם פלטפורמה - באמפרס מספר 89, שהוקלט ב-13 בנובמבר 2025, רגע אחרי כנס רברסים 2025 [יש וידאו!]: רן, דותן ואלון (והופעת אורח של שלומי נוח!) באולפן הוירטואלי עם סדרה של קצרצרים מרחבי האינטרנט: הבלוגים, ה-GitHub-ים, ה-Claude-ים וה-GPT-ים החדשים מהתקופה האחרונה.

In this groundbreaking first in-studio episode of The Authentic Dentist Podcast, Dr. Allison House and Shawn Zajas sit down with Adrian Lefler, founder of My Social Practice, to unpack the seismic shifts reshaping dental marketing and practice management.Adrian's journey into dentistry began unconventionally—emerging from bankruptcy in 2009, he discovered how to get businesses on the front page of Google and partnered with a colleague who had access to 3,500 dental practice contacts. What started as survival became a 15-year deep dive into understanding the unique challenges dentists face in marketing their practices.The conversation reveals why dentists make ideal clients: they're intelligent, ethical, pay their bills on time, and navigate extraordinary complexity managing both clinical excellence and business operations. Yet this same complexity creates vulnerability to marketing companies that don't understand the nuances of local, relationship-based dental practices versus national brand strategies.Adrian delivers immediately actionable insights, emphasizing that Google Reviews remain the most critical marketing investment. With three out of four potential patients checking reviews before making decisions, a robust Google Review profile becomes the filtering system for all other marketing efforts—making or breaking even six-figure advertising campaigns.The discussion takes a fascinating turn into AI's disruption of traditional search engine optimization. As Google integrates AI overviews at the top of search results, conventional advertising models are collapsing. Ad costs have doubled or tripled as fewer people scroll past AI-generated answers to click on paid advertisements. Adrian explains how AI doesn't just match keywords—it analyzes context, sentiment, and nuance in longer conversational search queries, fundamentally changing how dental practices must approach content creation.Perhaps most provocative is the revelation about practice management system data ownership. While doctors legally own their patient data, PMS companies charge multiple third-party vendors for API access to that same information—costs ultimately passed to dentists. Adrian proposes a revolutionary solution: an open-source PMS where dentists receive payment when vendors access their data, potentially reducing costs by hundreds of dollars monthly while maintaining superior functionality.The conversation doesn't shy away from emerging challenges: cloud-based systems that hold data hostage when contracts end, the rapid proliferation of AI products promising to revolutionize everything from scheduling to note-taking, and the consolidation wave that will inevitably follow as successful solutions absorb competitors.Adrian's vision for dentistry's future includes AI receptionists that never tire, conversational interfaces replacing traditional search, and the potential for collaborative dental centers—hospital-like facilities where practitioners share expensive technology like CBCT machines, CEREC equipment, and specialists under one roof, dramatically reducing individual overhead while elevating care quality.This episode challenges dentists to think differently about marketing, data ownership, and practice structure. It's a masterclass in understanding not just what's changing, but why it matters and how to position yourself for success in an AI-transformed landscape.Subscribe to the podcast on APPLE: https://podcasts.apple.com/us/podcast/the-authentic-dentist/id1487586274Or SPOTIFY: https://open.spotify.com/show/6qapfaNRkcIlCjgIsftb60?si=d02c74cf4f924897

We weigh the promise and peril of the AI agent economy, pressing into how overprovisioned non-human identities, shadow AI, and SaaS integrations expand risk while go-to-market teams push for speed. A CMO and a CFO align on governance-first pilots, PLG trials, buyer groups, and the adoption metrics that sustain value beyond the sale.• AI adoption surge matched by adversary AI• Overprovisioned agents and shadow AI in SaaS• Governance thresholds before budget scale• PLG trials, sandbox, and POV sequencing• Visualization to reach the aha moment• Buying groups, ICP, and economic buyer alignment• Post‑sales usage, QBRs, NRR and churn signals• Zero trust limits and non-human identities• Breach disclosures as industry standards• Co-sourcing MSSP with in-house oversightSecurity isn't slowing AI down; it's the unlock that makes enterprise AI valuable. We dive into the AI agent economy with a CMO and a CFO who meet in the messy middle. The result is a practical blueprint for moving from hype to governed production without killing momentum.We start by mapping where controls fail: once users pass SSO and MFA, agents often operate beyond traditional identity and network guardrails. That's how prompts pull sensitive deal data across Salesforce and Gmail, and how third‑party API links expand the attack surface. From there, we lay out an adoption sequence that balances trust and speed. Think frictionless free trials and sandboxes that reach an immediate “aha” visualization of shadow AI and permissions, then progress to a scoped POV inside the customer's environment with clear policies and measurable outcomes. Along the way, we detail the buying group: economic buyers who sign and practitioners who live in the UI, plus the finance lens that sets pilot capital, milestones, and time-to-value expectations.We also challenge sacred cows. Zero trust is essential, but attackers increasingly log in with valid credentials and pivot through integrations, so verification must include non-human identities and agent-to-agent controls. Breach disclosures, far from being a greater threat than breaches, are foundational to ecosystem trust and faster remediation. And while MSSPs add critical scale, co-sourcing—retaining strategic oversight and compliance ownership—keeps accountability inside. If you care about ICP, PLG motions, PQLs, NRR, or simply reducing AI risk while driving growth, this conversation turns buzzwords into a playbook you can run.Vamshi Sriperumbudur: https://www.linkedin.com/in/vamsriVamshi Sriperumbudur was recently the CMO for Prisma SASE at Palo Alto Networks, where he led a complete marketing transformation, driving an impact of $1.3 billion in ARR in 2025 (up 35%) and establishing it as the platform leader.  Chithra Rajagopalan - https://www.linkedin.com/in/chithra-rajagopalan-mba/Chithra Rajagopalan is the Head of Finance at Obsidian Security and former Head of Finance at Glue, and she is recognized as a leader in scaling businesses. Chithra is also an Investor and Advisory Board member for Campfire, serving as the President and Treasurer of Blossom Projects.Website: https://www.position2.com/podcast/Rajiv Parikh: https://www.linkedin.com/in/rajivparikh/Sandeep Parikh: https://www.instagram.com/sandeepparikh/Email us with any feedback for the show: sparkofages.podcast@position2.com

Neem is a Pakistan-based fintech startup building the payments infrastructure that simply doesn't exist in the world's fifth largest country. While 71% of transactions still happen in cash, businesses juggle 10+ payment providers just to collect money or pay vendors. Neem has built the full stack: collections, disbursements, branded wallets, and unified reconciliation—all through a single API.Founded by Vladimira, Nadeem, and Naeem—a former fintech accelerator builder, the ex-CEO of Pakistan's largest fintech JazzCash, and a former Pakistani Minister of Investment—Neem went live in January 2025 and already powers 50+ enterprise clients including the country's largest logistics provider (2 million packages/day), three top insurers, and healthcare platforms serving millions of patients.With digital transactions growing 40% year over year and government backing the shift to cashless, Neem is laying the financial rails for 2.5 million+ underserved businesses in a market where Stripe, Razorpay, and Adyen don't operate.Angel investor Mahrukh Qadeer joins the Investor Talk at the end of this podcast.Hosted by Maaike Doyer & Hester Spiegel, founders of Epic Angels.

The US and allies sanction Russian bulletproof hosting providers. The White House looks to sue states over AI regulations. The US Border Patrol flags citizens' “suspicious” travel patterns. Lawmakers seek to strengthen the SEC's cybersecurity posture. A new Android banking trojan captures content from end-to-end encrypted apps. A hidden browser API raises security concerns. Fortinet patches a zero-day. A Philippine former mayor gets life in prison for scam center human trafficking. Our guest is Cliff Crosland, CEO and Co-founder at Scanner.dev, discussing why security data lakes are ideal for AI in the SOC. Green energy gets hijacked for a blockchain side-hustle.  Remember to leave us a 5-star rating and review in your favorite podcast app. Miss an episode? Sign-up for our daily intelligence roundup, Daily Briefing, and you'll never miss a beat. And be sure to follow CyberWire Daily on LinkedIn. CyberWire Guest On our Industry Voices segment, we are joined by Cliff Crosland, CEO and Co-founder at Scanner.dev, discussing why security data lakes are ideal for AI in the SOC. Listen to Cliff's full conversation here. Selected Reading Russian bulletproof hosting provider sanctioned over ransomware ties (Bleeping Computer) White House drafts order directing Justice Department to sue states that pass AI regulations (Washington Post) Border Patrol is monitoring US drivers and detaining those with 'suspicious' travel patterns (Associated Press) Lawmakers reintroduce bill to bolster cybersecurity at Securities and Exchange Commission (The Record) Multi-threat Android malware Sturnus steals Signal, WhatsApp messages (Bleeping Computer) Hidden API in Comet AI browser raises security red flags for enterprises (CSO Online) Eternidade Stealer Trojan Fuels Aggressive Brazil Cybercrime (Infosecurity Magazine) Fortinet Patches Actively Exploited FortiWeb Zero Day Flaw (HIPAA Journal) Ex-Philippine mayor Alice Guo given life sentence for human trafficking (Reuters) Wind farm worker sentenced after turning turbines into a secret crypto mine (Bitdefender) Share your feedback. What do you think about CyberWire Daily? Please take a few minutes to share your thoughts with us by completing our brief listener survey. Thank you for helping us continue to improve our show. Want to hear your company in the show? N2K CyberWire helps you reach the industry's most influential leaders and operators, while building visibility, authority, and connectivity across the cybersecurity community. Learn more at sponsor.thecyberwire.com. The CyberWire is a production of N2K Networks, your source for strategic workforce intelligence. © N2K Networks, Inc. Learn more about your ad choices. Visit megaphone.fm/adchoices

Unicode: It is more than funny domain names. Unicode can cause a number of issues due to odd features like variance selectors and text direction issues. https://isc.sans.edu/diary/Unicode%3A%20It%20is%20more%20than%20funny%20domain%20names./32472 FortiWeb Multiple OS command injection in API and CLI A second silently patched vulnerability in FortiWeb is already being exploited in the wild. https://fortiguard.fortinet.com/psirt/FG-IR-25-513 DLink DIR-878 Vulnerability DLink disclosed four different vulnerabilities in its popular DIR-878 router. The router is end-of-life and DLink will not release patches https://supportannouncement.us.dlink.com/security/publication.aspx?name=SAP10475 Operation WrtHug, The Global Espionage Campaign Hiding in Your Home Router A new report, Operation WrtHug, has uncovered a massive, coordinated effort that has compromised thousands of ASUS routers worldwide. https://securityscorecard.com/blog/operation-wrthug-the-global-espionage-campaign-hiding-in-your-home-router/

In this episode of Mission Matters, ⁠Adam Torres⁠ welcomes ⁠Kasey Ma⁠, Founder and CEO of Untamed Agency. They discuss Casey's unique journey from studying economics at NYU to becoming a fashion influencer and ultimately founding her own influencer marketing agency. Casey shares insights about the mission of her agency, her experiences as an Asian-American influencer, and the significance of the API community. The conversation also touches on her involvement in reality TV, and the upcoming AAPI Holiday Charity Gala hosted by Untamed Agency. Follow Adam on Instagram at ⁠https://www.instagram.com/askadamtorres/⁠ for up to date information on book releases and tour schedule. Apply to be a guest on our podcast: ⁠https://missionmatters.lpages.co/podcastguest/⁠ Visit our website: ⁠https://missionmatters.com/⁠ More FREE content from Mission Matters here: ⁠https://linktr.ee/missionmattersmedia⁠ Learn more about your ad choices. Visit podcastchoices.com/adchoices

Rahul Vohra is the Founder and CEO of Superhuman Mail.Rahul sold his company to Grammarly in July of 2025, which had just acquired Coda in 2024. Following the acquisitions, the combined companies rebranded to Superhuman in October of 2025.And it's quietly one of the most underrated businesses that no one is talking about, with over $700 million ARR and 40 million Daily Active Users. Grammarly spent 15+ years building integrations with over a million other products, that they're now layering more AI products on top of.We talk about Rahul's journey building Superhuman, go inside the acquisition, all the lessons he's learned from selling two companies, why you should design your product like a video game, and we also re-visit his famous quantitative guide to finding PMF.Thanks to Todd Goldberg, Ed Sim, Shomik Ghosh, Ryan Hoover, and Rahul's brother Gaurav Vohra for helping brainstorm topics for this conversation.Thank you to Hanover Park for supporting this episode! Upgrade your fund admin to the 21st century https://www.hanoverpark.com/TurnerTimestamps:(2:42) Inside the Superhuman acquisition(11:09) Grammarly: $700M ARR, 40M DAUs(18:53) How to sequence your product roadmap(24:43) Vision for the new Superhuman(32:43) Build your product like a video game(38:24) Designing Karamja island in Runescape(41:10) Build products like toys and games(44:53) Starting a Machine Learning PhD in 2006(48:49) Dropping out to start his first company(50:47) Rapportive's crazy accidental launch(57:56) Meeting Superhuman co-founders(1:02:17) Being 1 of 20 to access LinkedIn's API(1:06:38) Almost getting acquired by LinkedIn(1:10:32) Nearly dieing, getting acquired with 2 weeks of runway(1:20:08) Diligence from VCs vs Acquirers(1:26:37) Rahul's quantitative framework for PMF(1:30:45) How to build an enduring brand(1:31:51) Rahul's AI-powered productivity stack(1:35:01) Todd and Rahul's angel fund(1:36:45) We need more solo foundersReferencedSuperhuman: https://www.superhuman.comGrammarly: https://www.grammarly.comHigh Resolution Fundraising: https://paulgraham.com/hiresfund.htmlHigh Resolution Fundraising: https://paulgraham.com/hiresfund.htmlSuperhuman Quantitative Framework for Finding PMF: https://review.firstround.com/how-superhuman-built-an-engine-to-find-product-market-fit/Whisper Flow: https://wisprflow.aiFollow RahulTwitter: https://x.com/rahulvohraLinkedIn: https://www.linkedin.com/in/rahulvohra/Follow TurnerTwitter: https://twitter.com/TurnerNovakLinkedIn: https://www.linkedin.com/in/turnernovakSubscribe to my newsletter to get every episode + the transcript in your inbox every week: https://www.thespl.it/

Check the episode transcript hereABOUT SCOTT SAUNDERS Scott Saunders is a Senior Vice President with Asset Preservation, Inc. (API), A subsidiary of Steward Information Services Corporation. Scott has an extensive background in IRC §1031 exchanges, having been involved in hundreds of thousands of 1031 exchanges during his 37 years in the exchange industry. Mr. Saunders presents classes on advanced §1031 exchange strategies to accountants, attorneys, financial advisors, real estate brokers and principals. Mr. Saunders received his bachelor degree in Business Economics from the University of California at Santa Barbara.  THIS TOPIC IN A NUTSHELL:  Understanding the Basics of 1031 Exchanges What qualifies as a "like-kind" property? Why 1031 exchanges are a key tool in deferring capital gains tax The role and importance of a Qualified Intermediary The 45-day identification window explained The 180-day completion requirement How to identify replacement properties Trading up from residential to commercial or multifamily Simplifying your portfolio through consolidation Geographic diversification to manage risk Reverse and build-to-suit exchanges The most common mistakes investors make during a 1031 Why early planning is crucial for a successful transaction Growing interest in DSTs (Delaware Statutory Trusts) How inflation and rising interest rates are changing investor strategy Regional investment shifts and institutional-style diversification Final Takeaways Connect with Scott   KEY QUOTE:  “Deferred taxes are dollars you can reinvest — and that's how portfolios grow faster."  ABOUT THE WESTSIDE INVESTORS NETWORK    The Westside Investors Network is your community for investing knowledge for growth. For real estate professionals by real estate professionals. This show is focused on the next step in your career... investing, for those starting with nothing to multifamily syndication.    The Westside Investors Network strives to bring knowledge and education to real estate professionals that is seeking to gain more freedom in their life. The host AJ and Chris Shepard, are committed to sharing the wealth of knowledge that they have gained throughout the years to allow others the opportunity to learn and grow in their investing. They own Uptown Properties, a successful Property Management, and Brokerage Company. If you are interested in Property Management in the Portland Metro or Bend Metro Areas, please visit www.uptownpm.com. If you are interested in investing in multifamily syndication, please visit www.uptownsyndication.com.    #1031Exchange #Reverse1031 #RealEstateInvesting #RealEstateInvestor #TaxStrategy #RealEstateTaxBenefits #RealEstatePortfolio #InvestmentProperty #ReverseExchange #CashFlowRealEstate #PassiveIncome #WealthBuilding #BuildWealth #ScaleYourPortfolio #RealEstateEducation #RentalPropertyInvesting #LongTermInvesting #WealthStrategy #GenerationalWealth #AssetProtection #TaxDeferral #PropertyInvesting #RealEstateTips #InvestorMindset #FinancialFreedom #RealEstateTaxes #CostSegregation #BonusDepreciation #SmartInvesting #RealEstateGrowth   CONNECT WITH SCOTT: LinkedIn: https://www.linkedin.com/in/scott-r-saunders-6278273      CONNECT WITH US    For more information about investing with AJ and Chris:  · Uptown Syndication | https://www.uptownsyndication.com/  · LinkedIn | https://www.linkedin.com/company/71673294/admin/   For information on Portland Property Management:  · Uptown Properties | http://www.uptownpm.com  · Youtube | @UptownProperties    Westside Investors Network  · Website | https://www.westsideinvestorsnetwork.com/  · Twitter | https://twitter.com/WIN_pdx  · Instagram | @westsideinvestorsnetwork  · LinkedIn | https://www.linkedin.com/groups/13949165/  · Facebook | @WestsideInvestorsNetwork  · Tiktok| @WestsideInvestorsNetwork  · Youtube | @WestsideInvestorsNetwork  

My guest on the show today is Jacob Stephan, Senior Research Analyst at Lake Street Capital Markets. He recently authored a “Crypto Industry” white paper, and I invited him on to break it down. In this episode, Jacob lays out why digital assets have crossed into institutional viability—a “normalization phase” driven by clearer regulation, enterprise-grade infrastructure, and real corporate adoption. We discuss the internet-style adoption curve (crypto at ~7% global penetration), why regulation is the cornerstone of investability (FIT 21 progress, the new FASB fair-value accounting, and pending clarity in the U.S.), and how stablecoins—“dollars with an API”—are emerging as the killer app with multi-trillion settlement volumes. Jacob walks through concrete examples from Visa, Mastercard, and JPMorgan moving beyond pilots to on-chain settlement, and contrasts stablecoins' payment utility with Bitcoin's treasury/“digital gold” role. We also cover the nuanced risks: centralization at the access layer (custody, cloud, compliance), state-by-state regulatory differences, speculative micro-cap “crypto treasury” raises, and why bipartisan momentum reduces—but doesn't eliminate—policy risk. Finally, Jacob shares the “picks and shovels” angle—cloud, fintech/payments, and semiconductors—as scalable ways to participate in the build-out without direct token exposure, and why even low single-digit institutional allocations could materially move the asset class. We discussed a number of crypto currencies in today's episode. Jacob owns SOL, SUI and BTC, and for full disclosure, I also own BTC. For more information about Lake Street Capital Markets, please visit: https://www.lakestreetcapitalmarkets.com/ Planet MicroCap Podcast is on YouTube! All archived episodes and each new episode will be posted on the Planet MicroCap YouTube channel. I've provided the link in the description if you'd like to subscribe. You'll also get the chance to watch all our Video Interviews with management teams, educational panels from the conference, as well as expert commentary from some familiar guests on the podcast. Subscribe here: http://bit.ly/1Q5Yfym Click here to rate and review the Planet MicroCap Podcast The Planet MicroCap Podcast is brought to you by SNN Incorporated, The Official MicroCap News Source, and the Planet MicroCap Review Magazine, the leading magazine in the MicroCap market. You can Follow the Planet MicroCap Podcast on Twitter @BobbyKKraft

On this episode of The Cybersecurity Defenders Podcast we speak with Michael Baker, VP, Global Chief Information Security Officer at DXC Technology, about his optimistic outlook on the impact of AI in cybersecurity.Michael Baker is an accomplished cyber security executive with more than 24 years of experience in the field. He is passionate about building high-performing teams and transforming the way cyber risk is managed within businesses. Currently, Michael serves as the Global Chief Information Security Officer (CISO) for DXC Technology. In this capacity, he is responsible for protecting the brand and reputation of DXC Technology, a $14 billion global technology enterprise with 130,000 employees located across 80+ territories.Before joining DXC Technology, he held various leadership positions, including CISO, within the US government contracting and aerospace and defense industry, along with a long career serving clients as a cyber security and risk management consultant. Michael is known for his strategic vision, global program management, and ability to drive operational excellence across end-to end cyber services that provide measurable business value. Visit dxc.com for more info.Support our show by sharing your favorite episodes with a friend, subscribe, give us a rating or leave a comment on your podcast platform. This podcast is brought to you by LimaCharlie, maker of the SecOps Cloud Platform, infrastructure for SecOps where everything is built API first. Scale with confidence as your business grows. Start today for free at limacharlie.io.

In this episode of Technology Reseller News, Publisher Doug Green speaks with Robert Galop and Kevin Nethercott, Co-Founders of Creo Solutions, about how service providers can turn years of “dark” conversation data into immediate, recurring revenue. Creo Solutions, founded two and a half years ago, focuses on helping carriers, CSPs and MSPs 2x–3x their revenue by layering AI-driven services on top of the UCaaS, CCaaS and CPaaS platforms they already sell. Their flagship offering, Pulse Conversation Intelligence, combines vCon-based conversation capture with AI analytics to unlock business value from every call. Galop explains that most organizations are still effectively “flying blind” with their customer conversations. Contact centers typically QA only about 2% of calls, leaving 98% unreviewed and unanalyzed. With Pulse, service providers can give their customers full visibility into compliance issues, churn signals, missed opportunities and coaching moments across all calls. As Galop puts it, “Within the first week, we're usually finding immediate ROI — a compliance risk, a security problem or a saveable customer that would have slipped away.” Nethercott emphasizes that the magic is in leveraging what service providers already have: their network, their platforms and their customer base. Using vCon as the standardized container, Pulse ingests existing call recordings and CDRs via API, processes them with Creo's AI stack, and returns focused insights, alerts, summaries and dashboards. There's no heavy integration project for the provider — “We can go to contract today, get integrated tomorrow, and by day three they can have it running in a customer,” notes Nethercott. Everything is delivered white-label, so the service provider owns the customer relationship and the new AI-powered revenue. For end customers, the platform is designed to reduce noise, not create more of it. Instead of a “data dump,” managers get the exceptions and patterns that matter: which agents handle certain call types best, which phrases correlate with successful sales, what recurring complaints are driving churn, and where frontline staff need coaching. Different roles see different slices of value: marketing can mine real customer language and enthusiasm, sales can see what actually moves deals forward, operations can spot systemic issues, and executives finally get a single source of truth about what customers are really saying. Creo sees strong early traction in healthcare, insurance, legal and home services—sectors where people spend their entire day on the phone but leadership can't possibly listen to every call. By turning every conversation into structured, searchable, AI-analyzed data, Pulse Conversation Intelligence gives service providers a high-impact, easy-to-launch AI story for 2026: a new, sticky revenue stream built entirely on top of services they're already delivering. Learn more about Creo Solutions and Pulse Conversation Intelligence at https://www.creosolutions.tech/ and intelligence.cloud.

Get a private, on-screen walkthrough of Google's new Gemini 3.0 with Logan Kilpatrick. We vibe-code full apps, games, and product UIs in real time. You'll see how to go from raw idea to working product in a single prompt, then iterate visually with design, features, and AI workflows. They turn an IdeaBrowser concept into a live talent-matching platform, screenshot-clone the IdeaBrowser UI, wire up a “generate tomorrow's idea” feature grounded in Google Search, and even add co-founder matching on top. If you're building with AI or still on the fence, this episode shows what's now possible with Gemini 3.0 Pro in AI Studio. Timestamps 00:00 – Intro 01:00 – What Gemini 3 is and where it lives (Gemini app, AI Studio, API) 03:03 – Vibe Coding 3D games 09:27 – Vibe Coding an idea from IdeaBrowser 25:02 – Screenshot-cloning the IdeaBrowser UI and regenerating it in Gemini Key Points Gemini 3.0 Pro in AI Studio lets you “vibe code” full apps—UI, logic, and AI features—from natural-language prompts, then iteratively refine them. Games and complex simulations are a stress-test and showcase for the model's capabilities, not just toys. You can paste an entire business idea (like IdeaBrowser's generational talent-matching concept) into AI Studio and get a working, multi-screen product with AI-powered workflows. Gemini 3.0 Pro is free to use inside AI Studio up to generous limits, and the API is priced at $2 per million input tokens and $12 per million output tokens under 200K input tokens. Screenshot-driven UI cloning plus “add five more features” prompts are powerful loops for product and UX ideation. You can layer social features like co-founder matching directly on top of idea-discovery products with only a few additional prompts. The #1 tool to find startup ideas/trends - https://www.ideabrowser.com LCA helps Fortune 500s and fast-growing startups build their future - from Warner Music to Fortnite to Dropbox. We turn 'what if' into reality with AI, apps, and next-gen products https://latecheckout.agency/ Boringmarketing - Vibe Marketing for Companies: boringmarketing.com The Vibe Marketer - Join the Community and Learn: thevibemarketer.com Startup Empire - get your free builders toolkit to build cashflowing business - https://startup-ideas-pod.link/startup-empire-toolkit Become a member - https://startup-ideas-pod.link/startup-empire FIND ME ON SOCIAL X/Twitter: https://twitter.com/gregisenberg Instagram: https://instagram.com/gregisenberg/ LinkedIn: https://www.linkedin.com/in/gisenberg/ FIND LOGAN ON SOCIAL X/Twitter: https://x.com/OfficialLoganK  Youtube: https://www.youtube.com/@LoganKilpatrickYT  LinkedIn: https://www.linkedin.com/in/logankilpatrick/

There was a day not long ago where a Google Chrome browser update left any page with a CodePen Embed on it throwing a whole big pile of red JavaScript errors in the console. Not ideal, obviously. The change was related to how the browser handles allow attributes on iframes (i.e. ). CodePen was calculating the appropriate values inside an iframe for a nested iframe. That must have been a security issue of sorts, as now those values need to be present on the outside iframe as well. We documented all this in a blog post so hopefully we could get some attention from Chrome on this, and for other browser makers as well since it affects all of us. And I posted it on the ol' social media: Huge thanks to Bramus Van Damme who saw this, triaged it at Chrome, and had a resolution within a day: I think the patch is a great change so hats off to everyone involved for getting it done so quickly. It's already in Canary and don't really know when it'll get the stable but that sure will be good. It follows how Safari is doing things where values that aren't understood are just ignored (which we think is fine and inline with how HTML normally works). Fortunately we were able to mitigate the problem a little until then. For most Embedded Pens, a is loaded on the page embedding it, and we dynamically create the for you. This is just nice as it makes making an accessible fallback easier and gives you access to API-ish features for the embeds. We were able to augment that script to do a little browser user-agent sniffing and apply the correct set of allow attributes on the iframe, as to avoid those JavaScript errors we were seeing. But there's the rub: we'd rather not do any user-agent sniffing at all. If we could just put all the possible allow attributes we want on there, and not be terribly concerned if any particular browser didn't support any particular value, that would be ideal. We just can't have the scary console errors, out of concern for our users who may not understand them. Where we're at in the saga now is that: We're waiting for the change to Chrome to get to stable. We're hoping Safari stays the way it is. OH HI FIREFOX. On that last point, if we put all the allow attributes we would want to on an in Firefox, we also get console-bombed. This time not with red-errors but with yellow-warnings. So yes, hi Firefox, if you could also not display these warnings (unless a reporting URL is set up) that would be great. We'd be one less website out there relying on user-agent sniffing.

In "Orchestrating Chaos: Lully's Take on the Top Warehousing Challenges", Joe Lynch and Mike Myers, the Founder and CEO of Lully.ai discuss how to supercharge existing Warehouse Management Systems with bolt-on algorithms for labor and cost savings. About Mike Myers Mike Myers is the Founder and CEO of Lully.ai, a bolt on technology that allows warehouses to ship more orders on time, with fewer resources, using the equipment, capabilities, and systems you already have. Mike's career has included roles at a large apparel brand, multiple national 3PL leaders, and finally a automation firm focused on autonomous vehicles. Mike describes himself as "obsessed with warehouses," and it shows! About Lully.ai Lully.ai helps customers drive both cost and labor savings, by leveraging a combination of simple operating rules and world-class algorithms, all available via API. Their approach enables you to supercharge your WMS without the typical pains of technology integration. Lully's focus is on making the work easier for the team on the floor; less travel, fewer location visits, better utilized equipment. The end result is happier employees and bolstered bottom lines. Key Takeaways: Orchestrating Chaos: Lully's Take on the Top Warehousing Challenges The "Orchestrating Chaos" Philosophy: Warehousing challenges are framed not as insurmountable problems, but as "chaos" that can be "orchestrated" using smart, targeted technology. The core message is that efficiency is found in harmonizing existing equipment and processes, rather than in complete overhauls. Supercharge, Don't Replace (The "Bolt-On" Approach): Lully.ai's solution is a "bolt on technology... available via API." This takeaway emphasizes that warehouses can achieve massive optimization by supercharging their existing WMS without the typical high-cost and painful technology integration, making advanced algorithms accessible and fast to deploy. The Dual Bottom Line Focus: The solution directly addresses the two critical pressures in logistics: driving both cost and labor savings. The algorithms are designed to improve the financial bottom line while simultaneously tackling the labor crisis by making floor work more efficient. Human-Centric Optimization: Lully.ai translates optimization directly into benefits for the floor team, leading to happier employees. Key improvements include significantly less travel, fewer location visits, and better utilized equipment, which reduces fatigue, increases accuracy, and improves retention. Experience-Driven Solution: Mike Myers' diverse background—which spans a large apparel brand, 3PL leaders, and autonomous vehicle automation—provides a unique, holistic, and deeply practical understanding of warehouse operations. This real-world expertise informs a solution that is grounded in operational necessity. The Algorithm/Rules Combination: The technology's effectiveness stems from blending "simple operating rules and world-class algorithms." This suggests that complex optimization is delivered via practical, easily adoptable rules, ensuring the technology is not only intelligent but also simple for floor managers and workers to implement. Maximizing Existing Assets (Capital-Light Efficiency): A major takeaway for warehouse leaders is that the solution helps ship more orders on time, with fewer resources, using the equipment, capabilities, and systems you already have. This focus on maximizing current assets offers a capital-light path to high-performance warehousing. Learn More About Orchestrating Chaos: Lully's Take on the Top Warehousing Challenges Mike Myers | Linkedin Lully.ai | Linkedin Lully.ai Lully.ai | YouTube Logistics of Logistics Listeners special offer The Logistics of Logistics Podcast If you enjoy the podcast, please leave a positive review, subscribe, and share it with your friends and colleagues. The Logistics of Logistics Podcast: Google, Apple, Castbox, Spotify, Stitcher, PlayerFM, Tunein, Podbean, Owltail, Libsyn, Overcast Check out The Logistics of Logistics on Youtube

In "This Week in WordPress #355," Nathan Wrigley, Michelle Frechette, and Rhys Wynne discuss the Kagi search engine, Michelle's job search, and WordPress updates including 6.9's new features like collaborative editing and abilities API. The episode covers the challenges faced by open source projects like FFmpeg, security concerns with AI-powered tools such as Telex, the Global Partner Program for WordPress event sponsorships, and developments in full site editing, highlighting the Ollie theme. Listener comments add depth to discussions about the future and risks of WordPress plugin and block creation through AI.

**GPT-5.1 just changed the AI game with 3 superpowers most people are completely missing.** In this complete guide, I break down exactly how to use Speed + Warmth, Adaptive Reasoning, and Instruction-Following Precision to 10x your productivity in sales, marketing, and strategy.**What You'll Learn:**✅ How to choose between GPT-5.1 Instant and Thinking modes for maximum ROI✅ The secret adaptive reasoning feature that makes GPT-5.1 85% more accurate✅ Why speed + warmth eliminates endless revision cycles (and saves hours weekly)✅ The 4-part prompt framework for repeatable, reliable AI workflows✅ Real-world applications across sales, marketing, GTM, and executive decisions✅ 5 workflows you can implement TODAY to delegate entire projects to AI**Quick Answer: What is GPT-5.1?**GPT-5.1 is OpenAI's November 2025 release featuring two modes: Instant (prioritizes speed + warmth with adaptive reasoning) and Thinking (deep analysis for complex tasks). It scored 85% on AIME 2025 benchmarks and introduces 8 personality presets for tone control.**Quick Answer: What are GPT-5.1's 3 Superpowers?**1. Speed + Warmth - 2x faster on simple tasks with conversational, human-like tone2. Adaptive Reasoning - Automatically decides when to think deeper (85% AIME score)3. Instruction-Following Precision - Follows specifications exactly, enabling repeatable systems**Quick Answer: Should I use GPT-5.1 Instant or Thinking mode?**Use Instant for 80% of daily tasks (emails, content drafts, quick research). Instant now has adaptive reasoning that automatically engages deeper thinking when needed. Use Thinking mode only for complex strategic decisions, multi-step analysis, or long-context workflows requiring 196K token limit.**Q: What is GPT-5.1?**A: GPT-5.1 is OpenAI's November 2025 AI model release featuring adaptive reasoning, speed optimization, and improved instruction-following. It comes in two modes: Instant (default, fast, with adaptive reasoning) and Thinking (deep analysis for complex tasks).**Q: What are the 3 superpowers of GPT-5.1?**A: 1) Speed + Warmth - 2x faster responses with natural, conversational tone, 2) Adaptive Reasoning - automatically decides when to think deeper (85% AIME benchmark), 3) Instruction-Following Precision - executes exact specifications for repeatable workflows.**Q: Should I use GPT-5.1 Instant or Thinking?**A: Use Instant for 80% of tasks (emails, content, quick analysis). Instant has adaptive reasoning built-in. Use Thinking only for complex strategic decisions, multi-step reasoning, or tasks requiring the 196K token context window.**Q: How much does GPT-5.1 cost?**A: GPT-5.1 is available to ChatGPT Plus ($20/month), Pro ($200/month), Team, and Enterprise users. Free tier access rolled out after paid users. API pricing varies by mode (Instant vs Thinking).**Q: Is GPT-5.1 better than GPT-5?**A: Yes. GPT-5.1 scored 85% on AIME 2025 (vs GPT-5's 75%), responds 2x faster on simple tasks, follows instructions more precisely, and includes adaptive reasoning which GPT-5 lacked. Users describe it as "what GPT-5 should have been."----------------Your competitors are already using AI. Don't get left behind. Weekly strategies used by PE Backed and Publicly Traded Companies → https://www.aiforrevenue.com/superhumanrevenue-newsletterRyan Staley - https://ryanstaley.io/podcast/LinkedIn - https://www.linkedin.com/in/ryan-staley/Explore the latest advancements in **artificial intelligence** with GPT-5! This video explores how to leverage **chatgpt** and other **ai tools** to create powerful **ai productivity tools**. Discover the potential of **generative ai** and create your own **ai teammate** with the newest **gpt5** features.

SummaryIn this episode of the Fuel Podcast, Grace Gill sits down with Amit Hasak, CEO of Transship Corp, to dive into the challenges and innovations reshaping the logistics and supply chain industry. As a seasoned supply chain logistics professional, Amit recounts his two-decade journey running a cold storage warehouse in Chicago. His deep involvement with exporters of perishable goods gave him firsthand insight into the chaos and inefficiency plaguing traditional shipping. After fielding endless complaints from clients about the unpredictable and costly shipping process, Amit saw the need for change, prompting the birth of Transship in 2020.Transship's mission is simple: empower shippers. By leveraging API connectivity, AI, and robust data analytics, Transship streamlines bookings, provides competitive rates, and delivers real-time shipment visibility down to temperature and tampering alerts, something the industry desperately lacks. But as Amit emphasizes, technology alone isn't enough; the human element in customer service remains crucial.The conversation also touches on the entrepreneurial realities of bootstrapping a startup. Amit candidly shares the stresses, risks, and ultimate rewards of maintaining control of his company, offering practical advice for founders navigating similar paths. Listeners get a glimpse of why he is excited about Bentonville, Arkansas, and how participation in the Fuel Accelerator is fueling Transship's global growth. The episode is a testament to resilience, innovation, and the ongoing importance of human connection in a tech-forward world!Show Notes(00:00) Introduction(05:30) Shipment Tracking Beyond Devices(08:41) Bootstrapping: Vision, Struggles, and Rewards(11:27) Transship's Global Expansion(14:12) Freight Tech Solutions and SupportLinksGrace GillFuel AcceleratorAmit HasakTransship Corp

This week we learned the Japanese investment firm Softbank sold all of its stake in the juggernaut chipmaker Nvidia. We'll get into why on today's “Marketplace Tech Bytes: Week in Review.” Plus, Apple is reportedly pushing back the release of its thinnest iPhone, the Air, and Wikipedia is asking AI companies, once again, to pay for scraping its data.But first, back to that big move by Softbank and its CEO, Masayoshi Son. It cashed out its stake in Nvidia in October, the same month that the chipmaker hit a $5 trillion valuation. The $5.8 billion it netted will be redirected to OpenAI, part of a promised $30 billion to be invested in the maker of ChatGPT.Marketplace's Meghan McCarty Carino spoke with Anita Ramaswamy, columnist at The Information, about what all this means.SoftBank Sells Its Nvidia Stake for $5.8 Billion to Fund OpenAI Bet - The Wall Street JournalSoftBank sells its entire stake in Nvidia for $5.83 billion - CNBCApple Delays Release of Next iPhone Air Amid Weak Sales - The InformationiPhone Air Sales Are So Bad That Apple's Delaying the Next-Generation Version - MacRumorsWikipedia urges AI companies to use its paid API, and stop scraping - TechCrunchIn the AI era, Wikipedia has never been more valuable - the Wikimedia Foundation

This week we learned the Japanese investment firm Softbank sold all of its stake in the juggernaut chipmaker Nvidia. We'll get into why on today's “Marketplace Tech Bytes: Week in Review.” Plus, Apple is reportedly pushing back the release of its thinnest iPhone, the Air, and Wikipedia is asking AI companies, once again, to pay for scraping its data.But first, back to that big move by Softbank and its CEO, Masayoshi Son. It cashed out its stake in Nvidia in October, the same month that the chipmaker hit a $5 trillion valuation. The $5.8 billion it netted will be redirected to OpenAI, part of a promised $30 billion to be invested in the maker of ChatGPT.Marketplace's Meghan McCarty Carino spoke with Anita Ramaswamy, columnist at The Information, about what all this means.SoftBank Sells Its Nvidia Stake for $5.8 Billion to Fund OpenAI Bet - The Wall Street JournalSoftBank sells its entire stake in Nvidia for $5.83 billion - CNBCApple Delays Release of Next iPhone Air Amid Weak Sales - The InformationiPhone Air Sales Are So Bad That Apple's Delaying the Next-Generation Version - MacRumorsWikipedia urges AI companies to use its paid API, and stop scraping - TechCrunchIn the AI era, Wikipedia has never been more valuable - the Wikimedia Foundation