Podcasts about API

Join us for this week's Defender Fridays as we explore the reality of AI-powered malware threats with Randy Pargman, Senior Director of Threat Detection at Proofpoint.At Defender Fridays, we delve into the dynamic world of information security, exploring its defensive side with seasoned professionals from across the industry. Our aim is simple yet ambitious: to foster a collaborative space where ideas flow freely, experiences are shared, and knowledge expands.In this episode, Randy challenges the hype around AI-powered polymorphic malware and examines how threat actors actually operate in practice. He discusses why defenders should focus on real-world threats rather than theoretical sophisticated attacks.Key Topics:The gap between AI malware hype and practical realityWhy threat actors prefer simple, effective methods over sophisticated techniquesThe prevalence of legitimate RMM tools in modern attacksBuilding practical detection strategies for actual threatsLessons from physical security that apply to cybersecurity defenseRandy Pargman is Senior Director of Threat Detection at Proofpoint, where he leads detection engineering, sandbox development, and threat actor tracking initiatives. Join us every Friday at 10:30am PT for live, interactive discussions with industry experts. Whether you're a seasoned professional or just curious about the field, these sessions offer an engaging dialogue between our guests, hosts, and you – our audience. Register here: https://limacharlie.io/defender-fridaysSubscribe to our YouTube channel and hit the notification bell to never miss a live session or catch up on past episodes on our website!This episode is brought to you by LimaCharlie, the world's first SecOps Cloud Platform (SCP). Build and customize your security stack like "lego blocks" with our flexible, API-first solution.Eliminate vendor sprawl and tool complexityDeploy and scale effortlessly on native multi-tenant architectureReduce costs with intelligent data routing and free 1-year retentionBuild custom solutions with 100+ security capabilities on-demandImprove response times with automation and real-time capabilitiesTry the SecOps Cloud Platform free: https://limacharlie.ioHost: Maxime Lamothe-Brassard - Founder at LimaCharlie

In this episode of the Wharton FinTech Podcast, host Meaghan McGowan sits down with Mike Yu, CEO and Co-founder of Vesta, to explore the modernization of the mortgage technology stack. Mike shares Vesta's origin story and how he and his team are rebuilding the loan origination system to be flexible, automated, and API-first. The episode explores: - How modern workflows, partner integrations, and recent developments, including Vesta's partnership with Pennymac, are reshaping lender operations - Macro trends, the growing role of AI, and how lenders are rethinking their technology stacks - The future of “self-driving” origination, and - Advice for founders building in regulated financial infrastructure

Eytan Seidman, VP of product at Shopify, joins the podcast to unpack Shopify's Winter '26 Edition and how AI is emerging into the market for developers and merchants. They discuss the new Dev MCP server, showing how tools like Cursor and Claude Desktop can rapidly scaffold Shopify apps, wire up Shopify functions, and ship payment customization and checkout UI extension experiences that lean on Shopify primitives like meta fields and meta objects across online stores and point of sale. Eytan also breaks down how Sidekick connects with apps, why the new analytics API and ShopifyQL open fresh analytics use cases, and more. Links Shopify Winter '26 Edition: https://www.shopify.com/editions/winter2026 We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Fill out our listener survey (https://t.co/oKVAEXipxu)! https://t.co/oKVAEXipxu Let us know by sending an email to our producer, Elizabeth, at elizabeth.becz@logrocket.com (mailto:elizabeth.becz@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Check out our newsletter (https://blog.logrocket.com/the-replay-newsletter/)! https://blog.logrocket.com/the-replay-newsletter/ Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Chapters 01:00 — AI as the Focus of Winter '26 02:00 — MCP Server as the Ideal Dev Workflow 03:00 — Best Clients for MCP (Cursor, Claude Desktop) 04:00 — Hallucinations & Code Validation in MCP 06:00 — Developer Judgment & Platform Primitives 07:00 — Storage Choices: Meta Fields vs External Storage 09:00 — Learning UI Patterns Through MCP 10:00 — Sidekick Overview & Merchant Automation 11:00 — Apps Inside Sidekick: Data & UI Integration 13:00 — Scopes, Data Access & Developer Responsibility 14:00 — AI-Ready Platform & Explosion of New Apps 16:00 — New Developer Demographics Entering Shopify 17:00 — Where Indie Devs Should Focus (POS, Analytics) 18:00 — New Analytics API & Opportunities 19:00 — Full Platform Coverage via MCP Tools 20:00 — Building Complete Apps in Minutes 21:00 — Large Stores, Token Limits & MCP Scaling 22:00 — Reducing Errors with UI & Function Testing 23:00 — Lessons from Building the MCP Server 25:00 — Lowering Barriers for Non-Experts 26:00 — High-Quality Rust Functions via MCP 27:00 — MCP Spec Adoption: Tools Over Resources 28:00 — Future: Speed, Quality & UI Precision 29:00 — Model Evolution, Evals & Reliability 31:00 — Core Shopify Primitives to Build On 33:00 — Docs, Community & Learning Resources

Capabilities? Through the roof? Usage? Ground floor.Claude Agent Skills might be one of the most useful features of any front-end LLM. Yet....it's crickets in terms of chat around it. For this 'AI at Work on Wednesday' episode, we're breaking it down for beginners and will have you spinning up your own Claude Agent Skills in no time. Claude Skills: How to build Custom Agentic Abilities for beginners -- An Everyday AI Chat with Jordan WilsonNewsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion:Thoughts on this? Join the convo and connect with other AI leaders on LinkedIn.Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:Claude Skills Agentic Features OverviewDifferences: Claude Skills vs. GPTs vs. GEMSModular Agentic Workflow File StructureStep-by-Step Guide: Building Claude SkillsClaude Skills YAML/Markdown Setup ProcessTesting and Validating Custom Claude SkillsAdvanced Capabilities: Executable Code & Sub-AgentsCommon Troubleshooting for Claude Skills CreationTimestamps:00:00 "Claude Skill Library Unveiled"06:27 "Claude Skills Explained"07:29 Custom GPTs and Gems Explained11:18 Claude Skills vs Projects17:31 "Refining Skill Triggers Effectively"20:17 "Beginner Cloud Skills Best Practices"23:39 "Preferring GPT and Memory Tools"25:54 "Saving Skill File Properly"28:09 Creating Skills on Claude33:43 "Creating AI News Searcher"35:36 Claude Skills Now Available37:39 "Optimizing Claude for Knowledge Tasks"41:05 "Skill Builder Library Access"Keywords:Claude skills, Claude agent skills, custom agentic abilities, large language model, agentic workflows, specialized tasks, coding capabilities, file creation, executable code, skills library, skill builder, skill creator, markdown file, skill.md, folder structure, YAML front matter, composable skills, modular instructions, automation, prompt engineering, skill triggers, skill testing, advanced features, API skill versioning, governance and efficiency,Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) Vibe coding is dead simple. Head to AI.Studio/build to create your first app.  Vibe coding is dead simple. Head to AI.Studio/build to create your first app. 

In this episode, Jackson sits down with Jimena, Co-Founder and Co-CEO of Prometeo, to discuss the future of financial infrastructure in Latin America. Jimena shares her journey from tech journalism to entrepreneurship, the inspiration behind building Prometeo, and how the company is creating a unified API layer across the Americas to power open banking, real-time payments, and next-generation financial innovation. In this episode, you'll learn: - How Prometeo became one of LatAm's leading open banking infrastructure platforms - The challenges of building across highly fragmented regulatory and technical environments - Why true financial inclusion requires more than just account access - How real-time payments, cross-border rails, and agentic financial services are reshaping the region - Prometeo's philosophy on trust, cybersecurity, and building long-term infrastructure “legacy”

On this episode of The Cybersecurity Defenders Podcast we speak with Alec Fenton, VP of Security Operations at Foresite Cybersecurity about his journey from SOC analyst to security leader.Alec Fenton is a seasoned Cyber Security professional with over 15 years of extensive experience across many IT domains. With a career spanning more than a decade, Alec has honed his expertise in addressing a broad spectrum of cybersecurity challenges, leveraging his analytical prowess and hands-on approach to leadership.Throughout his career, Alec has navigated the intricate landscape of IT security, working across various sectors including managed service providers and private companies. His tenure as an analyst in the cybersecurity space has not only equipped him with a deep understanding of emerging threats and vulnerabilities but has also shaped his leadership philosophy of "lead from the front."Alec's commitment to excellence and his unwavering dedication to staying ahead of the curve in the ever-evolving field of cybersecurity have earned him recognition as a trusted advisor and thought leader in the industry. When he's not immersed in the world of IT security, Alec enjoys spending time outdoors, and help coach his son's baseball/basketball teams.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.

Topics covered in this episode: PEP 798: Unpacking in Comprehensions Pandas 3.0.0rc0 typos A couple testing topics 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. Michael #1: PEP 798: Unpacking in Comprehensions After careful deliberation, the Python Steering Council is pleased to accept PEP 798 – Unpacking in Comprehensions. Examples [*it for it in its] # list with the concatenation of iterables in 'its' {*it for it in its} # set with the union of iterables in 'its' {**d for d in dicts} # dict with the combination of dicts in 'dicts' (*it for it in its) # generator of the concatenation of iterables in 'its' Also: The Steering Council is happy to unanimously accept “PEP 810, Explicit lazy imports” Brian #2: Pandas 3.0.0rc0 Pandas 3.0.0 will be released soon, and we're on Release candidate 0 Here's What's new in Pands 3.0.0 Dedicated string data type by default Inferred by default for string data (instead of object dtype) The str dtype can only hold strings (or missing values), in contrast to object dtype. (setitem with non string fails) The missing value sentinel is always NaN (np.nan) and follows the same missing value semantics as the other default dtypes. Copy-on-Write The result of any indexing operation (subsetting a DataFrame or Series in any way, i.e. including accessing a DataFrame column as a Series) or any method returning a new DataFrame or Series, always behaves as if it were a copy in terms of user API. As a consequence, if you want to modify an object (DataFrame or Series), the only way to do this is to directly modify that object itself. pd.col syntax can now be used in DataFrame.assign() and DataFrame.loc() You can now do this: df.assign(c = pd.col('a') + pd.col('b')) New Deprecation Policy Plus more - Michael #3: typos You've heard about codespell … what about typos? VSCode extension and OpenVSX extension. From Sky Kasko: Like codespell, typos checks for known misspellings instead of only allowing words from a dictionary. But typos has some extra features I really appreciate, like finding spelling mistakes inside snake_case or camelCase words. For example, if you have the line: *connecton_string = "sqlite:///my.db"* codespell won't find the misspelling, but typos will. It gave me the output: *error: `connecton` should be `connection`, `connector` ╭▸ ./main.py:1:1 │1 │ connecton_string = "sqlite:///my.db" ╰╴━━━━━━━━━* But the main advantage for me is that typos has an LSP that supports editor integrations like a VS Code extension. As far as I can tell, codespell doesn't support editor integration. (Note that the popular Code Spell Checker VS Code extension is an unrelated project that uses a traditional dictionary approach.) For more on the differences between codespell and typos, here's a comparison table I found in the typos repo: https://github.com/crate-ci/typos/blob/master/docs/comparison.md By the way, though it's not mentioned in the installation instructions, typos is published on PyPI and can be installed with uv tool install typos, for example. That said, I don't bother installing it, I just use the VS Code extension and run it as a pre-commit hook. (By the way, I'm using prek instead of pre-commit now; thanks for the tip on episode #448!) It looks like typos also publishes a GitHub action, though I haven't used it. Brian #4: A couple testing topics slowlify suggested by Brian Skinn Simulate slow, overloaded, or resource-constrained machines to reproduce CI failures and hunt flaky tests. Requires Linux with cgroups v2 Why your mock breaks later Ned Badthelder Ned's taught us before to “Mock where the object is used, not where it's defined.” To be more explicit, but probably more confusing to mock-newbies, “don't mock things that get imported, mock the object in the file it got imported to.” See? That's probably worse. Anyway, read Ned's post. If my project myproduct has user.py that uses the system builtin open() and we want to patch it: DONT DO THIS: @patch("builtins.open") This patches open() for the whole system DO THIS: @patch("myproduct.user.open") This patches open() for just the user.py file, which is what we want Apparently this issue is common and is mucking up using coverage.py Extras Brian: The Rise and Rise of FastAPI - mini documentary “Building on Lean” chapter of LeanTDD is out The next chapter I'm working on is “Finding Waste in TDD” Notes to delete before end of show: I'm not on track for an end of year completion of the first pass, so pushing goal to 1/31/26 As requested by a reader, I'm releasing both the full-so-far versions and most-recent-chapter Michael: My Vanishing Gradient's episode is out Django 6 is out Joke: tabloid - A minimal programming language inspired by clickbait headlines

Arto Minasyan is the Co-founder and President of Krisp, a company that provides AI-powered noise cancellation and voice optimization to improve clarity in virtual communication. He is also the Co-founder and CEO of 10Web, an AI-driven WordPress platform that automates website building, hosting, and performance optimization for businesses and agencies.  In this episode… Voice technology is evolving faster than most people can track, redefining how we meet, collaborate, and build online. As AI becomes woven into everyday tools, tasks that once felt clunky or technical now feel surprisingly simple. So what happens when voice AI and automated web creation become powerful enough to feel effortless? For Arto Minasyan, a longtime innovator in AI-driven communication, real progress occurs when technology removes friction from the experience instead of adding to it. He explains that people don't embrace tools simply because they're sophisticated — they stick with the ones that make life easier within seconds. That thinking guided Krisp's expansion from basic noise reduction into transcription, meeting notes, and real-time accent conversion. His work on automated WordPress creation reflects the same principle: deliver immediate results through an API rather than forcing users to navigate a complex platform. By centering speed, clarity, and intuitive workflows, Arto sees AI reshaping the way people communicate and build online. In this episode of the Inspired Insider Podcast, Dr. Jeremy Weisz sits down with Arto Minasyan, Co-founder and President of Krisp, to discuss the rise of voice AI and next-generation WordPress automation. They explore Krisp's expansion beyond noise cancellation, the power of an API-first website builder, and how timing shapes startup success. Arto also talks about the future of human-to-computer voice interaction.

Transitioning a mature organization from an API-first model to an AI-first model is no small feat. In this episode, Yash Kosaraju, CISO of Sendbird, shares the story of how they pivoted from a traditional chat API platform to an AI agent platform and how security had to evolve to keep up.Yash spoke about the industry's obsession with "Zero Trust," arguing instead for a practical "Multi-Layer Trust" approach that assumes controls will fail . We dive deep into the specific architecture of securing AI agents, including the concept of a "Trust OS," dealing with new incident response definitions (is a wrong AI answer an incident?), and the critical need to secure the bridge between AI agents and customer environments .This episode is packed with actionable advice for AppSec engineers feeling overwhelmed by the speed of AI. Yash shares how his team embeds security engineers into sprint teams for real-time feedback, the importance of "AI CTFs" for security awareness, and why enabling employees with enterprise-grade AI tools is better than blocking them entirely .Questions asked:Guest Socials - Yash's LinkedinPodcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you want to watch videos of this LIVE STREAMED episode and past episodes - Check out our other Cloud Security Social Channels:-⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Podcast- Youtube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Newsletter ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you are interested in AI Cybersecurity, you can check out our sister podcast -⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ AI Security Podcast⁠Questions asked:(00:00) Introduction(02:20) Who is Yash Kosaraju? (CISO at Sendbird)(03:30) Sendbird's Pivot: From Chat API to AI Agent Platform(05:00) Balancing Speed and Security in an AI Transition(06:50) Embedding Security Engineers into AI Sprint Teams(08:20) Threats in the AI Agent World (Data & Vendor Risks)(10:50) Blind Spots: "It's Microsoft, so it must be secure"(12:00) Securing AI Agents vs. AI-Embedded Applications(13:15) The Risk of Agents Making Changes in Customer Environments(14:30) Multi-Layer Trust vs. Zero Trust (Marketing vs. Reality) (17:30) Practical Multi-Layer Security: Device, Browser, Identity, MFA(18:25) What is "Trust OS"? A Foundation for Responsible AI(20:45) Balancing Agent Security vs. Endpoint Security(24:15) AI Incident Response: When an AI Gives a Wrong Answer(29:20) Security for Platform Engineers: Enabling vs. Blocking(30:45) Providing Enterprise AI Tools (Gemini, ChatGPT, Cursor) to Employees(32:45) Building a "Security as Enabler" Culture(36:15) What Questions to Ask AI Vendors (Paying with Data?)(39:20) Personal Use of Corporate AI Accounts(43:30) Using AI to Learn AI (Gemini Conversations)(45:00) The Stress on AppSec Engineers: "I Don't Know What I'm Doing"(48:20) The AI CTF: Gamifying Security Training(50:10) Fun Questions: Outdoors, Team Building, and Indian/Korean Food

In this episode of The Cybersecurity Defenders Podcast, we discuss some intel being shared in the LimaCharlie community.For for more information about Cybersecurity Cares, visit cybersecurity-cares.comThe Tomiris cyber-espionage group, which has been under Kaspersky's watch since 2021, has evolved its tactics in a new wave of attacks observed in early 2025. Article #2.CISA has recently added CVE-2021-26829 to its known exploited vulnerabilities, or KEV catalog, marking it as a confirmed threat based on real world exploitation. Researchers at KOI Security have identified a malicious NPM package, which not only performs typical credential stealing behavior, but also includes a new, subtle tactic attempting to manipulate AI-driven security scanners via embedded prompt engineering. Article #2.Iranian state sponsored threat group MuddyWater has launched a new wave of cyber espionage attacks targeting Israeli organizations across sectors including academia, civil infrastructure, engineering, technology and utilities.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.

Welcome to Season 5, Episode 49! Vroooommmm!!! We're exploring the story of Asian Pacific Islanders in Formula 1… and this is something we actually know a bit about. This is a sport long dominated by Europeans and a handful of South Americans, but there has been a small group of drivers of Asian Pacific descent who have made an impact in recent years.  We'll share a little about F1 racing in general as well as when API began making their mark in the sport. In addition to recent drivers like Alex Albon (our favorite), Yuki Tsunoda, Zhou Guanyu, and now Arvid Lindblad, we'll also talk about a few engineers, leaders, and teams that have prominent Asian representation.  In our recurring segment, we'll share what we're listening to. For Ted, it's the audiobook of Babel by R.F. Kuang. It's narrated by Chris Lew Kum Hoi and Billie Fulford-Brown. For Gen, it's the music of Sarah Kinsley… specifically the song Fleeting. If you like what we do, please share, follow, and like us in your podcast directory of choice or on Instagram @AAHistory101. For previous episodes and resources, please visit our site at https://asianamericanhistory101.libsyn.com or our links at http://castpie.com/AAHistory101. If you have any questions, comments or suggestions, email us at info@aahistory101.com. Segments 00:25 Intro and Catching Up 14:16 The History of API in Formula 1 Racing 38:17 What Are We Listening To: Babel by R.F. Kuang and Sarah Kinsley

Linux 6.18 is officially out, and officially an LTS release, 6.19 has plenty to be excited about, including the color pipeline API. NVIDIA is making progress with Wayland and other regions, Fedora is moving away from FBCON, and Flowblade sees a Wayland-only future. NPM has a worm problem, and we're still gaining ground on Steam! For tips, we have scx for rolling your own userspace scheduler, and a fix for Yakuake for your old-school terminal needs. You can find the show notes at https://bit.ly/44ISvVi and have a great week! Host: Jonathan Bennett Co-Host: Jeff Massie Download or subscribe to Untitled Linux Show at https://twit.tv/shows/untitled-linux-show Want access to the ad-free video and exclusive features? Become a member of Club TWiT today! https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord.

In this episode of The Digital Marketing Podcast, Daniel Rowles introduces us to the process of Vibe Coding, a revolutionary approach to software development that leverages AI to make app creation accessible to anyone, regardless of coding experience. Vibe coding shifts the focus from writing manual code to guiding AI with natural language prompts, allowing non-developers to build interactive apps, tools, and even businesses. Daniel explores the three tiers of vibe coding, from basic one-page web apps to full-scale, secure, AI-powered platforms , and shares practical steps, tools and security tips to get started. The second half of the episode features a compelling interview with Christo Snyman, a podcast listener who used vibe coding to launch his AI assistant platform Traderly.ai. Christo takes us behind the scenes of building a real-world startup with no prior coding background, sharing his full tech stack, hard-earned lessons, and the mindset needed to succeed. In This Episode: What is Vibe Coding? Understand how natural language prompts can now be used to create working code, dramatically lowering the barrier to digital creation. The Three Levels of Vibe Coding Level 1: Build one-page apps using HTML, CSS, and React, no backend required Level 2: Add memory, interactivity, and live AI responses through API access Level 3: Create fully-fledged apps with user authentication, databases, and deployment Practical Use Cases - From interactive Google algorithm timelines to embedded AI tools for keyword research and content planning, Daniel shares how these tools are being used on Target Internet's own website. Christo's Journey - From Idea to Startup. Learn how Christo turned a common business pain point — small service businesses missing leads due to message overload — into a scalable SaaS platform. Discover his full tech stack including React, Azure Functions, PostgreSQL, Firebase, OpenAI, WordPress, and more. Key Takeaways: Anyone can now build apps using AI tools, whether it's a timeline, calculator, chatbot, or full customer-facing product. AI-assisted development removes fear and unlocks creativity, especially for entrepreneurs without a dev background. Start small and iterate, your Minimal Viable Product doesn't need to be perfect, it needs to be useful. Vibe coding is the bridge between ideas and execution - fast, flexible and increasingly powerful. The future of marketing and tech creation is conversational and it's already here.

Linux 6.18 is officially out, and officially an LTS release, 6.19 has plenty to be excited about, including the color pipeline API. NVIDIA is making progress with Wayland and other regions, Fedora is moving away from FBCON, and Flowblade sees a Wayland-only future. NPM has a worm problem, and we're still gaining ground on Steam! For tips, we have scx for rolling your own userspace scheduler, and a fix for Yakuake for your old-school terminal needs. You can find the show notes at https://bit.ly/44ISvVi and have a great week! Host: Jonathan Bennett Co-Host: Jeff Massie Download or subscribe to Untitled Linux Show at https://twit.tv/shows/untitled-linux-show Want access to the ad-free video and exclusive features? Become a member of Club TWiT today! https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord.

In this video I'll tell you what I'd do if I was broke, and how dividends would help save me. 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

Send us a textA week where the lawful intercept backdoor became the front door, a supply chain hop hit 200+ companies, a bargain app faced a malware lawsuit, and a university breach turned into a donor-targeting roadmap. We share simple moves to lower risk fast and set guardrails that actually hold.• Salt Typhoon abusing CALEA at major US telecoms• Negligence, unpatched routers and weak passwords• Why SMS is transparent and how to switch to Signal• Kill SMS 2FA and use authenticators or YubiKey• Gainsight-to-Salesforce island hopping at scale• Audit connected apps and revoke stale API keys• Arizona AG lawsuit calling Timu malware• Shop via browser sandbox and use masked payments• UPenn donor data leak and Oracle exploit• Whaling protections with voice verification and data scrubbing• Practical recap: trust nothing, verify everythingPlease follow us or subscribe on your podcast app, and watch the video on our YouTube or at theproblemlounge.com. If you have topics or guest ideas, we would love to hear from you Support the show

In this episode of The Product Experience, host Randy Silver speaks with Teresa Huang — Head of Product for Enablement at global health‑insurer Bupa — about the often‑overlooked world of platform product management. They explore why building internal platforms is fundamentally different and often more challenging than building user‑facing products, how to measure the value of platform work, and practical strategies for gaining stakeholder alignment, driving platform adoption and demonstrating business impact.Chapters0:00 – Why “efficiency” alone no longer cuts it — measuring platform impact in business terms1:02 – Teresa's background: from business analyst to head of product in health insurance6:20 – What we mean by “platform product management” — internal tools vs marketplace vs public‑API platforms7:44 – Why you need to “hop two steps”: address developer needs and end-customer value10:24 – Types of platforms: internal APIs, marketplace ecosystems, public‑facing platforms (e.g. like Shopify)10:55 – Reframing platform work: building business cases instead of chasing “efficiency” metrics13:16 – Linking platform initiatives to core business goals and joint OKRs15:47 – The importance of visualisation — using prototypes and role‑plays to communicate platform value20:57 – Internal showcases: keeping stakeholders engaged with real‑world scenarios23:28 – Success metrics for platforms: adoption, usage, reliability, ecosystem growth26:00 – Retiring legacy services: deciding when low-use tools should be decommissioned28:55 – From cost centre to enabler: shifting the narrative to show value creationOur HostsLily Smith enjoys working as a consultant product manager with early-stage and growing startups and as a mentor to other product managers. She's currently Chief Product Officer at BBC Maestro, and has spent 13 years in the tech industry working with startups in the SaaS and mobile space. She's worked on a diverse range of products – leading the product teams through discovery, prototyping, testing and delivery. Lily also founded ProductTank Bristol and runs ProductCamp in Bristol and Bath. Randy Silver is a Leadership & Product Coach and Consultant. He gets teams unstuck, helping you to supercharge your results. Randy's held interim CPO and Leadership roles at scale-ups and SMEs, advised start-ups, and been Head of Product at HSBC and Sainsbury's. He participated in Silicon Valley Product Group's Coaching the Coaches forum, and speaks frequently at conferences and events. You can join one of communities he runs for CPOs (CPO Circles), Product Managers (Product In the {A}ether) and Product Coaches. He's the author of What Do We Do Now? A Product Manager's Guide to Strategy in the Time of COVID-19. A recovering music journalist and editor, Randy also launched Amazon's music stores in the US & UK.

In this episode of The Product Experience, host Randy Silver speaks with Teresa Huang — Head of Product for Enablement at global health‑insurer Bupa — about the often‑overlooked world of platform product management. They explore why building internal platforms is fundamentally different and often more challenging than building user‑facing products, how to measure the value of platform work, and practical strategies for gaining stakeholder alignment, driving platform adoption and demonstrating business impact. Chapters0:00 – Why “efficiency” alone no longer cuts it — measuring platform impact in business terms1:02 – Teresa's background: from business analyst to head of product in health insurance6:20 – What we mean by “platform product management” — internal tools vs marketplace vs public‑API platforms7:44 – Why you need to “hop two steps”: address developer needs and end-customer value10:24 – Types of platforms: internal APIs, marketplace ecosystems, public‑facing platforms (e.g. like Shopify)10:55 – Reframing platform work: building business cases instead of chasing “efficiency” metrics13:16 – Linking platform initiatives to core business goals and joint OKRs15:47 – The importance of visualisation — using prototypes and role‑plays to communicate platform value20:57 – Internal showcases: keeping stakeholders engaged with real‑world scenarios23:28 – Success metrics for platforms: adoption, usage, reliability, ecosystem growth26:00 – Retiring legacy services: deciding when low-use tools should be decommissioned28:55 – From cost centre to enabler: shifting the narrative to show value creationOur HostsLily Smith enjoys working as a consultant product manager with early-stage and growing startups and as a mentor to other product managers. She's currently Chief Product Officer at BBC Maestro, and has spent 13 years in the tech industry working with startups in the SaaS and mobile space. She's worked on a diverse range of products – leading the product teams through discovery, prototyping, testing and delivery. Lily also founded ProductTank Bristol and runs ProductCamp in Bristol and Bath. Randy Silver is a Leadership & Product Coach and Consultant. He gets teams unstuck, helping you to supercharge your results. Randy's held interim CPO and Leadership roles at scale-ups and SMEs, advised start-ups, and been Head of Product at HSBC and Sainsbury's. He participated in Silicon Valley Product Group's Coaching the Coaches forum, and speaks frequently at conferences and events. You can join one of communities he runs for CPOs (CPO Circles), Product Managers (Product In the {A}ether) and Product Coaches. He's the author of What Do We Do Now? A Product Manager's Guide to Strategy in the Time of COVID-19. A recovering music journalist and editor, Randy also launched Amazon's music stores in the US & UK.

You've been lied to about AI.

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.

SummaryIn this episode of the Blue Security Podcast, hosts Andy and Adam discuss vulnerabilities in popular chat applications, particularly focusing on Line and WhatsApp. They explore the implications of these vulnerabilities for user privacy and security, emphasizing the importance of API security and rate limiting. The conversation then shifts to the integration of AI in the workplace, highlighting how companies are adapting to this technology and the challenges employees face in learning to use it effectively. Finally, they touch on the impact of AI on education and the need for responsible use of technology.----------------------------------------------------YouTube Video Link: https://youtu.be/zK3JKEcisfY----------------------------------------------------Documentation:https://www.darkreading.com/application-security/line-messaging-bugs-asian-cyber-espionagehttps://www.bleepingcomputer.com/news/security/whatsapp-api-flaw-let-researchers-scrape-35-billion-accounts/https://www.wsj.com/tech/ai/ai-work-use-performance-reviews-1e8975df?mod=e2li----------------------------------------------------Contact Us:Website: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://bluesecuritypod.comBluesky: https://bsky.app/profile/bluesecuritypod.comLinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/company/bluesecpodYouTube: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.youtube.com/c/BlueSecurityPodcast-----------------------------------------------------------Andy JawBluesky: https://bsky.app/profile/ajawzero.comLinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/in/andyjaw/Email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠andy@bluesecuritypod.com⁠----------------------------------------------------Adam BrewerTwitter: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://twitter.com/ajbrewerLinkedIn: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.linkedin.com/in/adamjbrewer/Email: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠adam@bluesecuritypod.com

Worldwide Markets – Episode 659 Show Notes "It's Been a Year… But Markets Loved It"

Thanks to Prosus Group for collaborating on the Agents in Production Virtual Conference 2025.Abstract //The discussion centers on highly technical yet practical themes, such as the use of advanced post-training techniques like Direct Preference Optimization (DPO) and Parameter-Efficient Fine-Tuning (PEFT) to ensure LLMs maintain stability while specializing for e-commerce domains. We compare the implementation challenges of Computer-Using Agents in automating legacy enterprise systems versus the stability issues faced by conversational agents when inputs become unpredictable in production. We will analyze the role of cloud infrastructure in supporting the continuous, iterative training loops required by Reinforcement Learning-based agents for e-commerce!Bio // Paul van der Boor (Panel Host) //Paul van der Boor is a Senior Director of Data Science at Prosus and a member of its internal AI group.Arushi Jain (Panelist) // Arushi is a Senior Applied Scientist at Microsoft, working on LLM post-training for Computer-Using Agent (CUA) through Reinforcement Learning. She previously completed Microsoft's competitive 2-year AI Rotational Program (MAIDAP), building and shipping AI-powered features across four product teams.She holds a Master's in Machine Learning from the University of Michigan, Ann Arbor, and a Dual Degree in Economics from IIT Kanpur. At Michigan, she led the NLG efforts for the Alexa Prize Team, securing a $250K research grant to develop a personalized, active-listening socialbot. Her research spans collaborations with Rutgers School of Information, Virginia Tech's Economics Department, and UCLA's Center for Digital Behavior.Beyond her technical work, Arushi is a passionate advocate for gender equity in AI. She leads the Women in Data Science (WiDS) Cambridge community, scaling participation in her ML workshops from 25 women in 2020 to 100+ in 2025—empowering women and non-binary technologists through education and mentorship.Swati Bhatia //Passionate about building and investing in cutting-edge technology to drive positive impact.Currently shaping the future of AI/ML at Google Cloud.10+ years of global experience across the U.S, EMEA, and India in product, strategy & venture capital (Google, Uber, BCG, Morpheus Ventures).Audi Liu //I'm passionate about making AI more useful and safe.Why? Because AI will be ubiquitous in every workflow, powering our lives just like how electricity revolutionized our society - It's pivotal we get it right.At Inworld AI, we believe all future software will be powered by voice. As a Sr Product Manager at Inworld, I'm focused on building a real-time voice API that empowers developers to create engaging, human-like experiences. Inworld offers state-of-the-art voice AI at a radically accessible price - No. 1 on Hugging Face and Artificial Analysis, instant voice cloning, rich multilingual support, real-time streaming, and emotion plus non-verbal control, all for just $5 per million characters.Isabella Piratininga //Experienced Product Leader with over 10 years in the tech industry, shaping impactful solutions across micro-mobility, e-commerce, and leading organizations in the new economy, such as OLX, iFood, and now Nubank. I began my journey as a Product Owner during the early days of modern product management, contributing to pivotal moments like scaling startups, mergers of major tech companies, and driving innovation in digital banking.My passion lies in solving complex challenges through user-centered product strategies. I believe in creating products that serve as a bridge between user needs and business goals, fostering value and driving growth. At Nubank, I focus on redefining financial experiences and empowering users with accessible and innovative solutions.

This week's episode covers a mix of major React Native updates, powerful new tools, and insights from publishing my AI-engineered farming game, Tiny Harvest. We also talk about early experiments like React Native Rails and what CSS Grid means for the future of layout on mobile.⚛️ React Native Radar:✨ Gifted Chat v3 rewrite – modernized API, performance fixes

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/.

In this episode, host Aaron Stanley speaks with Justin Norman, founder of The Flip, a content creator and filmmaker who documents technology adoption in emerging markets. Justin shares insights from his recent Latin American research trip exploring stablecoin adoption, which resulted in a YouTube documentary series examining markets like Argentina and Bolivia. The conversation delves into the disconnect between Argentina's impressive stablecoin transaction volumes and the lack of visible retail adoption, revealing that stablecoins primarily serve as store-of-value tools and facilitate cross-border trade rather than everyday spending. Justin emphasizes the importance of understanding the macro conditions driving adoption, including dollar shortages, parallel exchange markets, and currency devaluation, rather than focusing solely on technology hype. He also draws compelling parallels between Latin American and African markets, noting how similar economic pressures create comparable crypto adoption patterns, while highlighting Latin America's superior payment infrastructure that enables more seamless on-ramps and off-ramps for stablecoin users.You can connect with Justin on LinkedinBe sure to check out Justin's incredible YouTube documentary on stablecoins in Argentina here------------------------------------------------------------------Brazil Crypto Report is presented by AveniaIf you're building a wallet, a crypto consumer app, or a global payment platform, Avenia is your bridge to Latin America. Instantly connect to PIX, SPEI, and CBU using stablecoins — with one API. No banks. No FX desks. No SWIFT. Move money globally, with full compliance and real-time settlement. Learn more at ⁠⁠⁠⁠⁠avenia.io⁠⁠⁠⁠⁠.------------------------------------------------------------------Figment is the leading independent provider of staking infrastructure with $18B assets under stake and provides the complete solution for over 1000 institutional clients in Latin America and globally. Through its enterprise-grade infrastructure, Figment enables clients such as banks and exchanges, to earn rewards on Proof-of-Stake assets such as Ethereum and Solana, while maintaining the highest standards of security, compliance, and performance.Learn more at ⁠⁠⁠figment.io⁠⁠⁠-------------------------------------------------------------------

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.

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.

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.

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/  

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/

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