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For this year's Halloween Horror story, the MCP proudly presents A Party for Chancy.
Join Simtheory to experience MCPs: https://simtheory.ai----00:00 - OpenAI's State of the Union & Why Cursor's Composer Model is a Threat44:26 - Does MCP Need To Die? Our Thoughts on State of MCP and Why The Client Implementations are the Problem1:07:53 - 1X NEO The Home Robot LOLZ1:28:05 - Greg Brockman, A Sad Song.----Thanks for listening and your continued support. We appreciate you.
At the Crexendo UGM, Amit (Bodhi) Bijlani, Co-Founder and CEO of Voxtell AI, joined Technology Reseller News Publisher Doug Green to discuss how his company is reshaping the way service providers deploy conversational AI. Fresh off the CodeFest stage, Bijlani announced the launch of Voxtell AI's NetSapiens plugin—a light, embedded version of the company's full-featured voice AI assistant platform that integrates directly into the NetSapiens customer portal. “Our goal was to make AI accessible to every NetSapiens partner,” Bijlani said. “Now they can resell AI assistants to their customers without leaving the portal—they don't need another login or platform.” Voxtell AI's solution enables inbound and outbound AI calling, two-way SMS, knowledge base integration, lead scoring, data extraction, and recording and transcription—all within a fully white-labeled, reseller-ready environment. The company's new plugin uses NetSapiens single sign-on for frictionless access, allowing MSPs and partners to deploy AI assistants in under a day, while end users can train and launch their assistants in just minutes using existing web or Google Business data. Bijlani explained that the product evolved from analyzing Voxtell's own CDR data and identifying missed opportunities in after-hours and weekend calls. That insight led to a year-and-a-half development effort culminating in a scalable, omnichannel AI assistant platform that's both simple to deploy and deeply customizable. “We're giving service providers a fast, sticky way to add AI value to every account,” Bijlani noted, emphasizing that the solution integrates easily with CRMs and third-party apps through its MCP server. Whether connecting to Salesforce, HubSpot, or industry-specific systems like Open Dental, partners can extend automation and customer engagement without heavy development. For NetSapiens partners, this means new revenue, tighter customer relationships, and faster entry into the AI economy—all without leaving the familiar NetSapiens ecosystem. Learn more: voxtell.ai
Power is the new bottleneck, reasoning got real, and the business finally caught up. In this wide-ranging conversation, I sit down with Nathan Benaich, Founder and General Partner at Air Street Capital, to discuss the newly published 2025 State of AI report—what's actually working, what's hype, and where the next edge will come from. We start at the physical layer: energy procurement, PPAs, off-grid builds, and why water and grid constraints are turning power—not GPUs—into the decisive moat.From there, we move into capability: reasoning models acting as AI co-scientists in verifiable domains, and the “chain-of-action” shift in robotics that's taking us from polished demos to dependable deployments. Along the way, we examine the market reality—who's making real revenue, how margins actually behave once tokens and inference meet pricing, and what all of this means for builders and investors.We also zoom out to the ecosystem: NVIDIA's position vs. custom silicon, China's split stack, and the rise of sovereign AI (and the “sovereignty washing” that comes with it). The policy and security picture gets a hard look too—regulation's vibe shift, data-rights realpolitik, and what agents and MCP mean for cyber risk and adoption.Nathan closes with where he's placing bets (bio, defense, robotics, voice) and three predictions for the next 12 months. Nathan BenaichBlog - https://www.nathanbenaich.comX/Twitter - https://x.com/nathanbenaichSource: State of AI Report 2025 (9/10/2025)Air Street CapitalWebsite - https://www.airstreet.comX/Twitter - https://x.com/airstreetMatt Turck (Managing Director)Blog - https://www.mattturck.comLinkedIn - https://www.linkedin.com/in/turck/X/Twitter - https://twitter.com/mattturckFIRSTMARKWebsite - https://firstmark.comX/Twitter - https://twitter.com/FirstMarkCap(0:00) – Cold Open: “Gargantuan money, real reasoning”(0:40) – Intro: State of AI 2025 with Nathan Benaich(02:06) – Reasoning got real: from chain-of-thought to verified math wins(04:11) – AI co-scientist: hypotheses, wet-lab validation, fewer “dumb stochastic parrots” (04:44) – Chain-of-action robotics: plan → act you can audit(05:13) – Humanoids vs. warehouse reality: where robots actually stick first(06:32) – The business caught up: who's making real revenue now(08:26) – Adoption & spend: Ramp stats, retention, and the shadow-AI gap(11:00) – Margins debate: tokens, pricing, and the thin-wrapper trap(14:02) – Bubble or boom? Wall Street vs. SF vibes (and circular deals)(19:54) – Power is the bottleneck: $50B/GW capex and the new moat(21:02) – PPAs, gas turbines, and off-grid builds: the procurement game(23:54) – Water, grids, and NIMBY: sustainability gets political(25:08) – NVIDIA's moat: 90% of papers, Broadcom/AMD, and custom silicon(28:47) – China split-stack: Huawei, Cambricon, and export zigzags(30:30) – Sovereign AI or “sovereignty washing”? Open source as leverage(40:40) – Regulation & safety: from Bletchley to “AI Action”—the vibe shift(44:06) – Safety budgets vs. lab spend; models that game evals(44:46) – Data rights realpolitik: $1.5B signals the new training cost(47:04) – Cyber risk in the agent era: MCP, malware LMs, state actors(50:19) – Agents that convert: search → commerce and the demo flywheel(54:18) – VC lens: where Nathan is investing (bio, defense, robotics, voice)(68:29) – Predictions: power politics, AI neutrality, end-to-end discoveries(1:02:13) – Wrap: what to watch next & where to find the report (stateof.ai)
Jeremiah Lowin, founder of Prefect , returns to the show to discuss the seismic shift in the data and AI landscape since our last conversation a few years ago. He shares the wild origin story of FastMCP, a project he started to create a more "Pythonic" wrapper for Anthropic's Model Context Protocol (MCP).Jeremiah explains how this side project was incorporated into Anthropic's official SDK and then exploded to over a million downloads a day after MCP gained support from OpenAI and Google.He clarifies why this is an complementary expansion for Prefect, not a pivot , and provides a simple analogy for MCP as the "USB-C for AI agents". Most surprisingly, Jeremiah reveals that the primary adoption of MCP isn't for external products, but internally by data teams who are using it to finally fulfill the promise of the self-serve semantic layer and create a governable, "LLM-free zone" for AI tools.
Get the 30 Sales and Marketing Agentic Prompts-https://www.aiforrevenue.com/whale-boss-gpt5-revenue-framework-examplesSummaryIn this conversation, Ryan Staley introduces Claude Skills, a groundbreaking feature that allows users to customize AI for their businesses without any coding. He discusses the significance of this feature in transforming AI workflows and enhancing the capabilities of AI agents. Throughout the conversation, Ryan provides practical examples of creating custom skills, including a data journalism skill and a sales qualification skill using the Medic framework. He emphasizes the efficiency and impact of these skills in various business contexts, highlighting the potential for significant advancements in AI applications.Takeaways-Claude Skills allows customization of AI without coding.-Creating custom skills can enhance AI workflows.-Data journalism skills can analyze trends effectively.-Sales qualification skills provide impactful data for deals.-The process of creating skills is straightforward and efficient.-AI skills can be used across various business functions.-The future of AI skills is promising and transformative.-MCP servers are less efficient compared to Claude Skills.-Visualizations and reports can be generated automatically.-Resources for further learning will be provided. Chapters00:00 Introduction to Claude Skills02:57 Exploring Claude Skills and Their Applications06:01 Creating Custom Skills with Claude09:01 Advanced Use Cases and Visualizations11:54 Implementing Sales Skills and Strategies14:43 Conclusion and Future of AI Skills
TR is joined by Mike Friedberg to talk about middle school science and using success criteria to check for mastery and track student progress Show Notes Edutopia videos profiling MCP: High School (https://www.youtube.com/watch?v=zrR-KIoggf4) Elementary School (https://www.edutopia.org/video/making-self-paced-learning-work-younger-kids/) Mike's unit plan demonstrating his use of success criteria (https://docs.google.com/document/d/15fMxR1HWQMT5xtyI-h3D8mhJoLFHKpt6X_RnFp27L0Y/edit?tab=t.0) The Danielson Framework (https://danielsongroup.org/framework/) Connect with Mike on Twitter/X @mfriedbergteach (https://x.com/mfriedbergteach) Learning Experiences for the Upcoming Week Transform your classroom conversations! Join us for Book Club Session 2 on October 30, 7pm ET, to explore The Shift to Student-Led by Catlin Tucker and Katie Novak, with a focus on Workflow Shift 2: moving from whole-group, teacher-led discussions to student-led small groups. Discover strategies that give students the reins, spark deeper dialogue, and create meaningful collaboration. Let's rethink discussions—together! Register here (https://www.modernclassrooms.org/book-club) MCP will be exhibiting at ASA Fall Leadership Conference from October 26-28 in Tucson, AZ. Dr. Cecelia Gillam, Cory Henwood, Wavio, and MCP are presenting at FullScale Symposium from October 25-28. Miguel Melchor will be presenting at WIDA Consortium from October 27-30 in Seattle, WA. If you're attending, make sure to check them out and say hi! Contact us, follow us online, and learn more: Email us questions and feedback at: podcast@modernclassrooms.org (mailto:podcast@modernclassrooms.org) Listen to this podcast on Youtube (https://www.youtube.com/playlist?list=PL1SQEZ54ptj1ZQ3bV5tEcULSyPttnifZV) Modern Classrooms: @modernclassproj (https://twitter.com/modernclassproj) on Twitter and facebook.com/modernclassproj (https://www.facebook.com/modernclassproj) Kareem: @kareemfarah23 (https://twitter.com/kareemfarah23) on Twitter Toni Rose: @classroomflex (https://twitter.com/classroomflex) on Twitter and Instagram (https://www.instagram.com/classroomflex/?hl=en) The Modern Classroom Project (https://www.modernclassrooms.org) Modern Classrooms Online Course (https://learn.modernclassrooms.org) Take our free online course, or sign up for our mentorship program to receive personalized guidance from a Modern Classrooms mentor as you implement your own modern classroom! The Modern Classrooms Podcast is edited by Zach Diamond: @zpdiamond (https://twitter.com/zpdiamond) on Twitter and Learning to Teach (https://www.learningtoteach.co/) Special Guest: Mike Friedberg.
An airhacks.fm conversation with Paul Sandoz (@paulsandoz) about: Devoxx conference experiences and Java's evolution over the past decade, energy efficiency studies comparing Java to C/Rust/Ada from 2017, Java performance improvements from Java 8 to Java 25, Code Reflection as manipulation of method bodies versus traditional reflection, tornadovm optimizations for GPU inference achieving 6-10x speedup over CPU, using pointers to keep data on GPUs avoiding transfer overhead, Metal support development for Apple Silicon, relationship between Project Babylon and TornadoVM, HAT project collaboration opportunities, Python's GPU performance through optimized NVIDIA libraries, enterprise challenges with Python in production versus Java's packaging simplicity, BLISS library for NumPy-like operations in Java, DJL.ai for tensor manipulation and Deep Learning, JTaccuino for Jupyter-style notebooks with JavaFX, MCP protocol implementation challenges with poor specification quality, minimal JSON API design philosophy for OpenJDK, cognitive overhead reduction in API design, pattern matching with JSON values, assertion-style API for fail-fast programming, JSON-P versus JSON-B trade-offs in enterprise applications, versioning challenges with data binding approaches, embedded HTTP server use cases for testing and development, JSON-java library as reference implementation, zero-dependency approach becoming more popular, Java 25 instance main methods with automatic java.base imports, zb zero-dependency builder project, marshalling and serialization rethinking in OpenJDK, trusted builds and dependency management in enterprise Java, comparison of Maven/Gradle complexity for simple projects, GPL licensing for OpenJDK code, the java.util.json experiment Paul Sandoz on twitter: @paulsandoz
This week, we discuss OpenAI's new browser, AI trying to build spreadsheets, and when to use Claude skills. Plus, Coté explores the art of the perfect staycation. Watch the YouTube Live Recording of Episode (https://www.youtube.com/live/PnwoFl5JjNo?si=DS2CoIgHVlVU9Y3m) 543 (https://www.youtube.com/live/PnwoFl5JjNo?si=DS2CoIgHVlVU9Y3m) Runner-up Titles Firewire is dead USB, what are you going to do? It's like I tell my son: you know what to do, you chose not to do it. I am just a guest. I don't need helpful An amazing hole. Slides for nobody You closed the loop It's pretty amazing, but does it need to exist? Slackhole Rundown OpenAI Introducing ChatGPT Atlas (https://openai.com/index/introducing-chatgpt-atlas/) OpenAI Is Building a Banker (https://www.bloomberg.com/opinion/newsletters/2025-10-21/openai-is-building-a-banker?srnd=undefined&embedded-checkout=true) OpenAI has five years to turn $13 billion into $1 trillion (https://techcrunch.com/2025/10/14/openai-has-five-years-to-turn-13-billion-into-1-trillion/) AI agents are not amazing, they are slop: says OpenAI cofounder Andrej Karpathy as he strongly disagrees with CEO Sam Altman on AGI timeline - The Times of India (https://timesofindia.indiatimes.com/technology/tech-news/ai-agents-are-not-amazing-they-are-slop-says-openai-cofounder-andrej-karpathy-as-he-strongly-disagrees-with-ceo-sam-altman-on-agi-timeline/articleshow/124720565.cms) OpenAI's ChatGPT will soon allow ‘erotica' for adults in major policy shift (https://www.cnbc.com/2025/10/15/erotica-coming-to-chatgpt-this-year-says-openai-ceo-sam-altman.html) OpenAI Inks Deal With Broadcom to Design Its Own Chips for A.I. (https://www.nytimes.com/2025/10/13/technology/openai-broadcom-chips-deal.html) Claude Skills are awesome, maybe a bigger deal than MCP (https://simonwillison.net/2025/Oct/16/claude-skills/#atom-everything) OpenStack Flamingo pays down technical debt as adoption continues to climb (https://www.networkworld.com/article/4066532/openstack-flamingo-pays-down-technical-debt-as-adoption-continues-to-climb.html) Relevant to your Interests Elon Musk will settle $128 million Twitter execs lawsuit (https://www.theverge.com/news/796239/elon-musk-x-128-million-twitter-exec-lawsuit-settlement) GitHub Will Prioritize Migrating to Azure Over Feature Development (https://thenewstack.io/github-will-prioritize-migrating-to-azure-over-feature-development/) The Discord Hack is Every User's Worst Nightmare (https://www.404media.co/the-discord-hack-is-every-users-worst-nightmare/) Cursor-Maker Anysphere Considers Investment Offers at $30 Billion Valuation (https://www.theinformation.com/articles/cursor-maker-anysphere-considers-investment-offers-30-billion-valuation) Rubygems.org AWS Root Access Event – September 2025 (https://rubycentral.org/news/rubygems-org-aws-root-access-event-september-2025/) This Discord Zendesk compromise has gotten more silly (https://x.com/vxunderground/status/1976417029289607223) WP Engine Vs Automattic & Mullenweg Is Back In Play (https://www.searchenginejournal.com/wp-engine-vs-automattic-mullenweg-is-back-in-play/557905/) Windows 11 removes all bypass methods for Microsoft account setup, removing local accounts (https://alternativeto.net/news/2025/10/windows-11-now-blocks-all-microsoft-account-bypasses-during-setup/) Introducing the React Foundation: The New Home for React & React Native (https://engineering.fb.com/2025/10/07/open-source/introducing-the-react-foundation-the-new-home-for-react-react-native/?utm_source=changelog-news) Wiz Finds Critical Redis RCE Vulnerability: CVE‑2025‑49844 | Wiz Blog (https://www.wiz.io/blog/wiz-research-redis-rce-cve-2025-49844) DevRel is -Unbelievably- Back (https://dx.tips/devrel-is-back) The Ruby community has a DHH problem (https://tekin.co.uk/2025/09/the-ruby-community-has-a-dhh-problem) YouTube rolls out its redesigned video player globally (https://www.engadget.com/entertainment/youtube/youtube-rolls-out-its-redesigned-video-player-globally-174609883.html) Oracle stock rises as company confirms Meta cloud deal (https://www.cnbc.com/2025/10/16/oracle-confirms-meta-cloud-deal-.html) Adiós, AirPods (https://www.theatlantic.com/technology/2025/10/apple-airpods-live-translation/684582/?gift=iWa_iB9lkw4UuiWbIbrWGV8Zzu9GF6V5YZpJtnAzcvU&utm_source=copy-link&utm_medium=social&utm_campaign=share) NVIDIA shows off its first Blackwell wafer manufactured in the US (https://www.engadget.com/big-tech/nvidia-shows-off-its-first-blackwell-wafer-manufactured-in-the-us-192836249.html) This Is How Much Anthropic and Cursor Spend On Amazon Web Services (https://www.wheresyoured.at/costs/) Automattic CEO calls Tumblr his 'biggest failure' so far (https://techcrunch.com/2025/10/20/automattic-ceo-calls-tumblr-his-biggest-failure-so-far/) Marc Benioff says Salesforce is saving about $100M a year by using AI tools in its customer service operations (https://www.bloomberg.com/news/articles/2025-10-14/salesforce-says-ai-customer-service-saves-100-million-annually | http://www.techmeme.com/251014/p32#a251014p32) Amazon cloud computing outage disrupts Snapchat, Ring and many other online services (https://apnews.com/article/amazon-east-internet-services-outage-654a12ac9aff0bf4b9dc0e22499d92d7) Amazon Outage Forces Hundreds of Websites Offline for Hours (https://www.nytimes.com/2025/10/20/business/aws-down-internet-outage.html) Today is when Amazon brain drain finally caught up with AWS (https://www.theregister.com/2025/10/20/aws_outage_amazon_brain_drain_corey_quinn/) AWS crash causes $2,000 Smart Beds to overheat and get stuck upright - Dexerto (https://www.dexerto.com/entertainment/aws-crash-causes-2000-smart-beds-to-overheat-and-get-stuck-upright-3272251/) Nonsense Streetlights Are Mysteriously Turning Purple. Here's Why (https://www.scientificamerican.com/article/streetlights-are-mysteriously-turning-purple-heres-why/) Buc-ee's is not America's top convenience store; Midwest chain takes No. 1 spot (https://local12.com/news/nation-world/bucees-not-america-top-convenience-store-satisfaction-ratings-rankings-midwest-chain-kwik-trip-takes-number-one-spot-wawa-sheetz-quicktrip-cincinnati-ohio) French post office rolls out croissant-scented stamp (https://www.ctvnews.ca/world/article/french-post-office-rolls-out-croissant-scented-stamp/) Listener Feedback Jeffrey is looking for college interns. (https://careers.blizzard.com/global/en/job/R025908/2026-US-Summer-Internships-Game-Engineering) Conferences Wiz Wizdom Conferences (https://www.wiz.io/wizdom), NYC November 3-5, London November 17-19 SREDay Amsterdam (https://sreday.com/2025-amsterdam-q4/), Coté speaking, November 7th. SDT News & Community Join our Slack community (https://softwaredefinedtalk.slack.com/join/shared_invite/zt-1hn55iv5d-UTfN7mVX1D9D5ExRt3ZJYQ#/shared-invite/email) Email the show: questions@softwaredefinedtalk.com (mailto:questions@softwaredefinedtalk.com) Free stickers: Email your address to stickers@softwaredefinedtalk.com (mailto:stickers@softwaredefinedtalk.com) Follow us on social media: Twitter (https://twitter.com/softwaredeftalk), Threads (https://www.threads.net/@softwaredefinedtalk), Mastodon (https://hachyderm.io/@softwaredefinedtalk), LinkedIn (https://www.linkedin.com/company/software-defined-talk/), BlueSky (https://bsky.app/profile/softwaredefinedtalk.com) Watch us on: Twitch (https://www.twitch.tv/sdtpodcast), YouTube (https://www.youtube.com/channel/UCi3OJPV6h9tp-hbsGBLGsDQ/featured), Instagram (https://www.instagram.com/softwaredefinedtalk/), TikTok (https://www.tiktok.com/@softwaredefinedtalk) Book offer: Use code SDT for $20 off "Digital WTF" by Coté (https://leanpub.com/digitalwtf/c/sdt) Sponsor the show (https://www.softwaredefinedtalk.com/ads): ads@softwaredefinedtalk.com (mailto:ads@softwaredefinedtalk.com) Recommendations Brandon: The PR Guy Who Says the AI Boom Is a Bust (https://overcast.fm/+AAQL2e2DHQo) Matt: Comfort Ear Grip Hooks (https://www.amazon.com.au/dp/B07YVDT3KT) Coté: MSG on popcorn, Claude Skills, Masman Curry, Sora? 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When code meets intuition, innovation gets personal. But what happens when we let AI vibe with our ideas? In this episode, Ron Eddings covers the rise of AI-driven development from Vibe Coding, where natural language shapes real code, to the emerging Model Context Protocols (MCPs) that redefine how apps talk to AI. He breaks down the recent Figma MCP vulnerability to discuss how creativity and security now collide in surprising ways. With hands-on insights using Raycast and practical steps for building responsibly, Ron takes you inside a new era where human intuition and machine intelligence truly build together. Impactful Moments 00:00 - Introduction 01:00 - The Figma vulnerability explained 03:00 - Why MCP security matters 05:00 - What vibe coding really means 07:00 - Writing with intention and context 08:00 - The power of structured prompting 10:00 - How MCP connects everything 12:00 - Why adoption is skyrocketing 15:00 - Setting up an MCP server 17:00 - Agents, actions, and security trust 19:00 - The real takeaway: curiosity with caution 30:00 - Predictions on OpenAI's upcoming browser 33:00 - The profit battle between OpenAI and Microsoft 35:00 - Windsurf's rollercoaster of acquisitions Links: Connect with our Ron on LinkedIn: https://www.linkedin.com/in/ronaldeddings/ Check out the Hacker News article here: https://thehackernews.com/2025/10/severe-figma-mcp-vulnerability-lets.html?m=1 Check out our upcoming events: https://www.hackervalley.com/livestreams Join our creative mastermind and stand out as a cybersecurity professional: https://www.patreon.com/hackervalleystudio Love Hacker Valley Studio? Pick up some swag: https://store.hackervalley.com Continue the conversation by joining our Discord: https://hackervalley.com/discord Become a sponsor of the show to amplify your brand: https://hackervalley.com/work-with-us/
“In this world of AI, there's going to be more software, not less — and design and craft will matter more than ever,” Figma CFO Praveer Melwani says. On this episode of the Bloomberg Intelligence Tech Disruptors podcast hosted by BI technology analyst Anurag Rana, Melwani adds that Figma is a web-native, multiplayer platform for moving from idea to design to developer handoff, noting it complements rather than replaces Adobe. Melwani outlines the freemium-to-enterprise model and bundled seats (Viewer, Collab, Dev, Full). The discussion spans core Design, FigJam, Dev Mode and new Figma Make, plus integrations of third-party AI tools using model context protocol (MCP). Melwani also covers recent pricing and packaging changes, as well as how AI alters costs, usage and expectations.
Join Dan Vega as he sits down with Spring Security expert Daniel Garnier-Moiroux to explore the critical world of MCP (Model Context Protocol) server security. As MCP has taken over the AI world, enterprise deployments need robust security and permission management for exposed endpoints Securing MCP Servers with Spring AI. Daniel walks through his approach to securing MCP Servers with OAuth2 access tokens and how Spring AI applications can leverage the spring-ai-community/mcp-security project Securing MCP Servers with Spring AI. Learn why proper authentication isn't optional when exposing AI tools and resources, discover best practices for implementing authorization servers, and understand how to protect your MCP endpoints from vulnerabilities. Whether you're building private or enterprise MCP servers, this episode delivers essential security insights for the Spring AI ecosystem.Show Notes: Blog Post: Securing MCP Servers with Spring AIDaniel Garnier-Moiroux BlueSkyLinkedIn
Text us about COMICS! Or about whatever. It's your life. Ok, Legion! It's been another 15 years, so we have a new Tron movie! This time, with Jared Leto as the lead. But before we talk about Tron: Ares, let's review the two previous Trons that made this movie a reality! First up, Tron - 1982. It's time for, corny computer puns, pre-The Dude Jeff Bridges, the all powerful MCP, and Alan sharing popcorn. Happy podcasting!New Episodes Every Week, mostly!Support us on Patreon! Get exclusive content! https://www.patreon.com/legionofcc SUBSCRIBE HERE: https://bit.ly/LegionOCCBrett Garwood - Man Behind The Curtain: https://redbagmedia.com/Our totally rad intro music comes from: Alex at Chop.it.up.productionsListen to our Podcast - Legion of Comic Correction - on all major podcasting platforms!Legion Website: legionofcc.comLCC Facebook: https://www.facebook.com/LegionofCC LCC Instagram: https://www.instagram.com/legionofcc/Support the show
The next version of CSLA is out! Carl and Richard talk to Rocky Lhotka about his business objects framework that pre-dates .NET itself! Rocky discusses the surge in development that occurred for version 9, where a company heavily dependent on CSLA contracted developers to clear some of the backlog. The result is a few new long-term contributors, resulting in an increased development candence and a substantial modernization of the code base. The conversation also turns to AI and its role in development, as well as Rocky's experiments with making an MCP server for CSLA!
Hi, Spring fans! In this installment we talk to the Spring team engineer Dariusz Jędrzejczyk on the latest-and-greatest in the reactive world, MCP, and more
Federal Tech Podcast: Listen and learn how successful companies get federal contracts
Connect to John Gilroy on LinkedIn https://www.linkedin.com/in/john-gilroy/ Want to listen to other episodes? www.Federaltechpodcast.com Many listeners have become so familiar with AI that they may have assumed it has been around for decades. Today, we sat down with Will Angel from Excella to explore the application of AI to federal technology from a more nuanced perspective. We dive into three main aspects of AI: challenges of integrating AI services, Model Context Protocol, and security considerations with agentic systems. Challenges: No company has grown as fast as ChatGPT; in fact, it is the fastest-adopted consumer application in history. Today, it has an estimated eight hundred million weekly users. This has attracted developers who work on federal projects. Wil Angel recommends careful consideration of people arbitrarily porting data to or from products like ChatGPT because it can compromise data security. MCP In certain circles, the term “Model Context Protocol” is used constantly. It has become so popular that people do not realize it was just coined by Anthropic in November of 2024. During the interview, Angel presents variations on MCP for software development and warns about the hype surrounding the relatively new standard for AI systems. Agentic AI Autonomous systems have been the holy grail for every software developer. The promise of Agentic AI is so powerful that some have jumped into applications without a more prudent approach. When a series of tasks is assembled, unintended consequences can come into play. It is one thing in the commercial world to reveal essential data; it is a completely different situation when the DoD is dealing with life and death situations. Angel predicts significant changes in AI over the next few years, with large language models revolutionizing software systems.
Federal Tech Podcast: Listen and learn how successful companies get federal contracts
Connect to John Gilroy on LinkedIn https://www.linkedin.com/in/john-gilroy/ Want to listen to other episodes? www.Federaltechpodcast.com Many listeners have become so familiar with AI that they may have assumed it has been around for decades. Today, we sat down with Will Angel from Excella to explore the application of AI to federal technology from a more nuanced perspective. We dive into three main aspects of AI: challenges of integrating AI services, Model Context Protocol, and security considerations with agentic systems. Challenges: No company has grown as fast as ChatGPT; in fact, it is the fastest-adopted consumer application in history. Today, it has an estimated eight hundred million weekly users. This has attracted developers who work on federal projects. Wil Angel recommends careful consideration of people arbitrarily porting data to or from products like ChatGPT because it can compromise data security. MCP In certain circles, the term “Model Context Protocol” is used constantly. It has become so popular that people do not realize it was just coined by Anthropic in November of 2024. During the interview, Angel presents variations on MCP for software development and warns about the hype surrounding the relatively new standard for AI systems. Agentic AI Autonomous systems have been the holy grail for every software developer. The promise of Agentic AI is so powerful that some have jumped into applications without a more prudent approach. When a series of tasks is assembled, unintended consequences can come into play. It is one thing in the commercial world to reveal essential data; it is a completely different situation when the DoD is dealing with life and death situations. Angel predicts significant changes in AI over the next few years, with large language models revolutionizing software systems.
Murray Fife, is a true Microsoft ERP veteran, having worked in the partner channel, at Microsoft, and independently. His latest projects include multiple series of educational guides providing a complete view of Dynamics 365 Finance and Supply Chain Management as a product suite, as well as work with Microsoft on developing their latest official demo database for F&SCM. Murray's work on these projects has also informed his outlook on F&SCM as a product, he says. For anyone looking to become a solution architect, a product owner for a Microsoft customer, or another senior role, F&SCM requires both a broad and a deep education, perhaps beyond one's comfort zone or day-to-day role and responsibiliies. Being an ERP leader today also requires a perspective on the state of AI in enterprise software, and Murray explains why he believes some of the big initiatives from Microsoft, specifically MCP and AI Agents, have the potential to reshape the ERP story in the future. Where to find Murray: https://adnd365.com/start LinkedIn Blind Squirrel Publishing
The next version of CSLA is out! Carl and Richard talk to Rocky Lhotka about his business objects framework that pre-dates .NET itself! Rocky discusses the surge in development that occurred for version 9, where a company heavily dependent on CSLA contracted developers to clear some of the backlog. The result is a few new long-term contributors, resulting in an increased development candence and a substantial modernization of the code base. The conversation also turns to AI and its role in development, as well as Rocky's experiments with making an MCP server for CSLA!
#321: Model Context Protocol (MCP) represents a fundamental shift in how AI agents interact with tools and systems. Rather than forcing models to guess the best approach for tasks like creating AWS resources, MCP provides structured context that guides agents toward organization-specific workflows and tools. The protocol serves as an API for agents, allowing them to understand not just what you want to accomplish, but how your company prefers to accomplish it. The real power of MCP emerges when it moves beyond simple tool mirroring to intent-based architecture. Instead of just wrapping existing command-line tools, effective MCP servers understand higher-level intents like deploying an application or finishing development work, then orchestrate complex workflows that align with company policies and best practices. This approach transforms AI agents from generic assistants into context-aware collaborators that understand your specific environment and constraints. The rapid adoption of MCP across the industry signals something significant about the current state of AI tooling. While technical challenges around authentication, remote deployment, and stateful conversations remain unsolved, the protocol has achieved unprecedented adoption speed because it addresses a critical need for standardization in the agent ecosystem. In this episode, Darin and Viktor explore both the transformative potential and current limitations of this emerging standard. YouTube channel: https://youtube.com/devopsparadox Review the podcast on Apple Podcasts: https://www.devopsparadox.com/review-podcast/ Slack: https://www.devopsparadox.com/slack/ Connect with us at: https://www.devopsparadox.com/contact/
Model Context Protocol (MCP) is an open-source protocol that enables AI agents to connect to data, tools, workflows, and other agents both within and outside of enterprise borders. As organizations dive head-first into AI projects, MCP and other agentic protocols are being quickly adopted. And that means security and network teams need to understand how... Read more »
Model Context Protocol (MCP) is an open-source protocol that enables AI agents to connect to data, tools, workflows, and other agents both within and outside of enterprise borders. As organizations dive head-first into AI projects, MCP and other agentic protocols are being quickly adopted. And that means security and network teams need to understand how... Read more »
What does it really take to get started with artificial intelligence in a small or mid-sized company right here in the U.S.?We're breaking it down in this two-part series.In part 1, Matt Kirchner shares lessons from his recent trip overseas and what he learned visiting 26 advanced tech companies in six days. From open-source innovation and mandatory AI education to the work ethic driving global competition, Matt explains why the time to act on AI is now, and how American business leaders can take practical steps to stay ahead.He connects global insights to the realities of U.S. manufacturing and education, explores what it means to see before others see in the age of AI, and outlines the first practical technologies every organization should understand, from AI agents and MCP servers to embedded smart technology and digital twins.In this episode:What China's open-source approach to AI is teaching the world about speed and innovationWhy small and mid-sized U.S. businesses can't afford to wait on AI adoptionThe two traits every leader needs to thrive in the AI era and how to apply them todayHow manufacturers are already using AI for predictive maintenance, analytics, and smart equipmentThe real-world technologies, like MCP servers, AI agents, and digital twins, that can start transforming your operations nowIncluding...the first 5 technologies from A Manufacturer's Guide To AI Tech.FULL SHOW NOTES (plus links & resources): https://techedpodcast.com/appliedaiWant to see all the videos and data? Watch this episode on YouTube.We want to hear from you! Send us a text.Instagram - Facebook - YouTube - TikTok - Twitter - LinkedIn
What happens to platform engineering when natural language becomes the primary interface to infrastructure? Miriam Aguirre (Co-founder & CEO @ Ingenimax) joins us to explore how AI is fundamentally reshaping platform strategy, team structures, and the very role of the platform engineer. We deconstruct the shift from tactical "how" to strategic "why" and explore what it means to lead and build resilient systems in this new paradigm.ABOUT MIRIAM AGUIRREMiriam Aguirre is the Co-Founder and CEO of Ingenimax, the company behind StarOps, an AI-powered platform engineering engine that helps teams deploy and manage kubernetes and other cloud-native systems in minutes, not months. Before Ingenimax, Miriam served as CTO and engineering leader at two startups that successfully scaled from early stage through IPO. Her career spans deep expertise in high-throughput, scalable systems and machine learning, with a focus on building the technical and organizational foundations for hypergrowth. Miriam is passionate about engineering leadership that turns complex technology into intuitive, reliable platforms, and about helping teams scale without losing their soul. ToolHive Unlocks the Full Value of MCP & Your AI AgentsSo you've invested in AI agents for code generation, but they're limited to experiments or even stuck on the shelf. To do real, valuable work, those AI agents need access to your data and systems.ToolHive helps you confidently connect the pieces by making it simple and secure for you to use the Model Context Protocol (MCP).ToolHive includes a pre-vetted registry of MCP servers, containerizes every MCP server for consistency and leans on built-in security to keep your secrets safe.Leaders trust ToolHive to put MCP into production and put their AI agents to work.ToolHive is open source, so get started for free at toolhive.dev SHOW NOTES:The Origin Story of Ingenimax (3:05)The recurring scaling problem: Why "scaling teams" means scaling systems first (5:23)How the age of AI forces platform strategy to evolve earlier in a company's journey (8:48)The decline of vendor lock-in and the rising appetite for experimentation with tech (10:56)The paradigm shift that breaks the old model: natural language as the new interface (14:11)Why deep knowledge of fundamentals is now more important than syntax (16:56)Shifting requirements conversations from tactical inputs to strategic outcomes (20:22)Balancing standardization and flexibility with guardrails in an AI-driven environment (22:58)The challenge of getting from an AI prototype to a polished product (26:42)How platform team roles will evolve to focus more on curation (29:32)How to become a great technology curator (37:30)Rapid Fire Questions (39:56)LINKS AND RESOURCESThe Book of George - From the author of the critically acclaimed Laura & Emma comes a The Love Affairs of Nathaniel P. for our times: Kate Greathead's razor-sharp but big-hearted excavation of millennial masculinity.Can Animals and Machines Be Persons?: A Dialogue - This is a dialogue about the notion of a person, of an entity that thinks and feels and acts, that counts and is accountable. Equivalently, it's about the intentional idiom --the well-knit fabric of terms that we use to characterize persons. Human beings are usually persons (a brain-dead human might be considered a human but not a person). However, there may be persons, in various senses, that are not human beings. Much recent discussion has focused on hypothetical computer-robots and on actual nonhuman great apes. The discussion here is naturalistic, which is to say that count and accountability are, at least initially, presumed to be naturally well-knit with the possession of a cognitive and affective life.This episode wouldn't have been possible without the help of our incredible production team:Patrick Gallagher - Producer & Co-HostJerry Li - Co-HostNoah Olberding - Associate Producer, Audio & Video Editor https://www.linkedin.com/in/noah-olberding/Dan Overheim - Audio Engineer, Dan's also an avid 3D printer - https://www.bnd3d.com/Ellie Coggins Angus - Copywriter, Check out her other work at https://elliecoggins.com/about/ Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
SummaryIn this episode, Andy Jaw and Adam Brewer discuss the latest updates in Microsoft Sentinel, focusing on the new features such as the Sentinel Data Lake, Sentinel Graph, and the MCP server. They explore how these innovations enhance security operations, improve data management, and leverage AI for better threat detection and response. The conversation emphasizes the importance of cost-effective data storage and the integration of AI in cybersecurity practices.----------------------------------------------------YouTube Video Link: https://youtu.be/dspGvRHMiPc----------------------------------------------------Documentation:https://learn.microsoft.com/en-us/azure/sentinel/whats-new----------------------------------------------------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
This week, Josh, Justin, and Matthew talk about the core archetypes that comprise MCP list building and what they are good at as well as their gameplans on the mat.f you are in the US, shop at: https://gamechefs.org to help support the guild and use code: GamersGuild to save an additional 15% on your order! If you would like to further support the channel go here to find out more: https://www.patreon.com/ThegamersguildPlease join us on Discord! Or find us on Facebook here.
Building Claude Code: Origin, Story, Product Iterations, & What's Next // MLOps Podcast #342 with Siddharth Bidasaria, Member of Technical Staff at Anthropic.Join the Community: https://go.mlops.community/YTJoinInGet the newsletter: https://go.mlops.community/YTNewsletter// AbstractDemetrios Brinkmann talks with Siddharth Bidasaria about Anthropic's Claude code — how it was built, key features like file tools and Spotify control, and the team's lean, user-focused approach. They explore testing, subagents, and the future of agentic coding, plus how users are pushing its limits.// BioSoftware engineer. Founding team of Claude Code. Ex-Robinhood and Rubrik. // Related LinksBio: https://sidb.io/Sid's Blog: https://sidb.io/posts/ I Let An AI Play Pokémon! - Claude plays Pokémon Creator: https://youtu.be/nRHeGJwVP18How Data Platforms Affect ML & AI // Jake Watson // MLOps Podcast #207: https://youtu.be/xWApMuyct_4The Agent Landscape - Lessons Learned Putting Agents Into Production: https://youtu.be/lRGldru7ohU~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExploreJoin our Slack community [https://go.mlops.community/slack]Follow us on X/Twitter [@mlopscommunity](https://x.com/mlopscommunity) or [LinkedIn](https://go.mlops.community/linkedin)] Sign up for the next meetup: [https://go.mlops.community/register]MLOps Swag/Merch: [https://shop.mlops.community/]Connect with Demetrios on LinkedIn: /dpbrinkmConnect with Marco on LinkedIn: /siddharthbidasaria/Timestamps:[00:00] MCP servers usage creativity[00:34] Claude's code origin story[05:17] R&D freedom and tools[09:08] Model potential discovery[12:06] Model adaptation strategies[19:13] Steerability vs pattern alignment[22:09] Features to delete[24:12] Moore's law in LLMs[32:42] Power user surprises[35:56] Sub-agent evolution insights[39:54] Agent communication governance[45:26] At-scale agent coordination[49:56] Wrap up
Daniel from Toledo joins us to talk about his upcoming event and what he's done to grow his local area's MCP scene. Then we review Tigra and give her a letter grade.You can find a list builder and reference webapp at https://cerebromcp.comWatch us on YouTube at https://www.youtube.com/c/crithitwildComic art by ArtgermDice rolling sound from https://soundbible.com/Music from https://www.bensound.com/You can email us at crithitwild@gmail.com
Scott and Wes break down the top-tier MCP servers developers are using right now. From browser automation to debugging superpowers, they explore how these servers are changing what's possible in modern dev workflows. Show Notes 00:00 Welcome to Syntax! 01:52 Brought to you by Sentry.io. 02:46 Submit your Spooky Stories! 03:37 Syntax San Francisco Meetup. 04:11 S-Tier MCP Servers. 04:17 Sentry MCP Server (not sponsored). 05:01 Pause, what the heck is an MCP server. 05:45 Back to the Sentry MCP. 07:07 Spotlight JS. 09:08 ElevenLabs MCP hack. 11:19 Docs Tools. 11:29 Context7. 15:55 GitHub MCP Registry. 16:10 Nuxt MCP Server. 16:25 Svelte MCP Server. 20:35 Cloudflare MCP Servers. 22:34 Chrome Dev Tools (Playwright) MCP Server. 25:17 Stripe MCP Server. 27:55 Mastra. 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
Talk Python To Me - Python conversations for passionate developers
Python in 2025 is different. Threads really are about to run in parallel, installs finish before your coffee cools, and containers are the default. In this episode, we count down 38 things to learn this year: free-threaded CPython, uv for packaging, Docker and Compose, Kubernetes with Tilt, DuckDB and Arrow, PyScript at the edge, plus MCP for sane AI workflows. Expect practical wins and migration paths. No buzzword bingo, just what pays off in real apps. Join me along with Peter Wang and Calvin Hendrix-Parker for a fun, fast-moving conversation. Episode sponsors Seer: AI Debugging, Code TALKPYTHON Agntcy Talk Python Courses Links from the show Calvin Hendryx-Parker: github.com/calvinhp Peter on BSky: @wang.social Free-Threaded Wheels: hugovk.github.io Tilt: tilt.dev The Five Demons of Python Packaging That Fuel Our ...: youtube.com Talos Linux: talos.dev Docker: Accelerated Container Application Development: docker.com Scaf - Six Feet Up: sixfeetup.com BeeWare: beeware.org PyScript: pyscript.net Cursor: The best way to code with AI: cursor.com Cline - AI Coding, Open Source and Uncompromised: cline.bot Watch this episode on YouTube: youtube.com Episode #524 deep-dive: talkpython.fm/524 Episode transcripts: talkpython.fm Theme Song: Developer Rap
Csaba Okrona lays out exactly what Flow is (then shows you how to engineer your way back to it), a smart vacuum turned against an innocent hacker, Matz and the Ruby core team step up to steward RubyGems, Simon Willison things Claude Skills could be bigger than MCP, and Luke Plant looks at technical debt from a more positive perspective.
In this episode of Supply Chain Now, Scott Luton and special guest host Claudia Freed, President & CEO of EALGreen, welcome Chuck Johnston, Chief Strategy Officer at ReturnPro, for a deep dive into the “dark side” of supply chain: reverse logistics and returns management. They unpack why returns are a nearly trillion-dollar challenge in the U.S., how BORIS (buy online, return in store) strains store operations, and why many retailers still under-invest: leaders often can't see the full cost across functions or make the ROI case for what's treated as a cost center.Chuck shares how the space has evolved from yellow notepads to data-driven decisioning, highlighting intelligent algorithms that route items at the customer's first return click, fraud mitigation with imaging and behavior signals, and how third-party innovation is compressing software build times. Claudia adds a nonprofit and circularity lens: donation channels, extended tax credits, and AI pilots (computer vision + MCP agents) that identify item condition and slotting in real time. Together, they explore where to start, why cross-functional “ambassadors” matter, and how partnerships across retailers, manufacturers, nonprofits, and 3PLs can turn returns from margin erosion into measurable value and social impact.Jump into the conversation:(00:00) Intro(04:03) Warm-up questions and fun facts(05:54) Chuck Johnston's career journey(13:53) Challenges and opportunities in returns management(21:47) Technological innovations in returns management(29:50) AI solutions in inventory management(30:26) Tax benefits and opportunities for companies(31:06) The golden age of supply chain tech(31:44) AI's impact on fraud management(34:44) The debate on more returns vs. fewer returns(37:08) The EU Circular Economy Act(39:18) Returns fraud and data analytics(47:00) The importance of education and ambassadors(49:45) Connecting with industry leaders(52:01) Resources and upcoming eventsResourcesConnect with Chuck Johnston: https://www.linkedin.com/in/chuck-johnston-b07b3b4/ Connect with Claudia Freed: https://www.linkedin.com/in/claudiafreed/ Connect with Scott Luton: https://www.linkedin.com/in/scottwindonluton/Learn more about ReturnPro: https://www.returnpro.comDownload a copy of the Returns Report: 2025 Holiday Edition by ReturnPro: https://www.returnpro.com/resources/blog/returns-report-2025-holiday-edition Learn more about EALGreen: https://www.ealgreen.org Register for The Optimized Digital Transformer: Key Concepts for Enhancing Modern Leadership and other upcoming webinars: https://supplychainnow.com/upcoming-live-programming/ Learn more about...
Csaba Okrona lays out exactly what Flow is (then shows you how to engineer your way back to it), a smart vacuum turned against an innocent hacker, Matz and the Ruby core team step up to steward RubyGems, Simon Willison things Claude Skills could be bigger than MCP, and Luke Plant looks at technical debt from a more positive perspective.
Csaba Okrona lays out exactly what Flow is (then shows you how to engineer your way back to it), a smart vacuum turned against an innocent hacker, Matz and the Ruby core team step up to steward RubyGems, Simon Willison things Claude Skills could be bigger than MCP, and Luke Plant looks at technical debt from a more positive perspective.
TR is joined by Jataune Jones and Freddie Alarcon to talk about how they supported teachers in a district-wide rollout of the MCP model and the positive outcomes of implementing at a large scale Show Notes Modern Classrooms + Chesapeake Impact Report (https://drive.google.com/file/d/1-OR5JzrsCToBNV6n86NgtW6NpFJ8pPB8/view?pli=1) Connect with Jataune on LinkedIn @jataune-jones (https://www.linkedin.com/in/jataune-jones/) and by email at jataune.jones@cpschools.com (mailto:jataune.jones@cpschools.com) Connect with Freddie on LinkedIn @freddie_alarcon (https://www.linkedin.com/in/freddie-alarcon-29a53bb0/) by email at freddie.alarconjr@cpschools.com (mailto:freddie.alarconjr@cpschools.com) Learning Experiences for the Upcoming Week It often feels harder to miss school than to teach when you're sick. But it doesn't have to be that way! In this webinar Stress-Free Sub Planning with Insta-Lesson on October 21, 7pm ET, we'll show you how a free AI tool called Insta~Lesson (insta-lesson.com) can help you create complete, fully editable, student-facing lessons in seconds. Plus, we'll share how Insta~Lessons can be used to facilitate makeup work, extension activities, and self-paced learning. Insta~Lesson works for all subjects and grade levels so we hope you'll invite your colleagues and administrators too! Register Here (https://modernclassrooms.zoom.us/webinar/register/WN_9vm1v7WsSPidwYevqXZegA) MCP Co-founder, Kareem Farah, is speaking at EDTECH Week on October 20, in New York City, NY. MCP will be exhibiting at CGCS 69th Annual Fall Conference from October 22-26 in Philadelphia, PA. If you're attending, make sure to check them out and say hi! Contact us, follow us online, and learn more: Email us questions and feedback at: podcast@modernclassrooms.org (mailto:podcast@modernclassrooms.org) Listen to this podcast on Youtube (https://www.youtube.com/playlist?list=PL1SQEZ54ptj1ZQ3bV5tEcULSyPttnifZV) Modern Classrooms: @modernclassproj (https://twitter.com/modernclassproj) on Twitter and facebook.com/modernclassproj (https://www.facebook.com/modernclassproj) Kareem: @kareemfarah23 (https://twitter.com/kareemfarah23) on Twitter Toni Rose: @classroomflex (https://twitter.com/classroomflex) on Twitter and Instagram (https://www.instagram.com/classroomflex/?hl=en) The Modern Classroom Project (https://www.modernclassrooms.org) Modern Classrooms Online Course (https://learn.modernclassrooms.org) Take our free online course, or sign up for our mentorship program to receive personalized guidance from a Modern Classrooms mentor as you implement your own modern classroom! The Modern Classrooms Podcast is edited by Zach Diamond: @zpdiamond (https://twitter.com/zpdiamond) on Twitter and Learning to Teach (https://www.learningtoteach.co/) Special Guests: Freddie Alarcon and Jataune Jones.
AI opportunities: Despite the excitement around AI, Kaupp emphasizes the importance of understanding the technology before fully integrating it into workflows. He advocates for “literacy before agency" to understand the true impacts of what AI "can unlock."Transformation with AI: Kaupp describes the process of transforming a contract approval process using AI tools, highlighting the importance of identifying inefficiencies and becoming “client zero” for automation. He poses a question relating to assisting customers with AI adoption: “If I can't identify 'stupid' things that we're living with and transforming them, how am I going to get clients to do that?”Internal impacts: Microsoft's release of all Microsoft Learn content as an MCP server has led to an important internal transformation for ArcherPoint by Cherry Bekaert, enabling consultants and developers to use AI-powered search instead of traditional engines to quickly find relevant functionality and updates. This approach has also been applied to the organization's own codebase, allowing access to previous customer implementations.Big trends for Business Central: Across all Microsoft products, and in the case of Business Central, Kaupp shares that clients are excited about the potential of AI agents, but many are still experimenting without clear use cases. As a result, he notes, consultants often find themselves reversing client-built solutions to make them production-ready.ArcherPoint by Cherry Bekaert at Summit NA: Kaupp and the team from ArcherPoint by Cherry Bekaert will be at Community Summit NA 2025, and you can connect with the team at their Booth #1007. Kaupp will also co-lead a session on Wednesday, October 22, "Leading Through Change: Harnessing Communication and Resilience." He encourages attendees to stop by the booth and chat with him on all things AI. "I'm there to learn or to guide... to me, that is the benefit of the community. It's the benefit of why we're all there," he notes.Contributors: John Siefert, Greg KauppSearch keywords: No transcript Can be scheduled for 9:00 AM ET on 10/17. Visit Cloud Wars for more.
F5 discloses long-term breach tied to nation-state actors. PowerSchool hacker receives a four-year prison sentence. Senator scrutinizes Cisco critical firewall vulnerabilities. Phishing campaign impersonates LastPass and Bitwarden. Credential phishing with Google Careers. Reduce effort, reuse past breaches, recycle into new breach. Qilin announces new victims. Manoj Nair, from Snyk, joins us to explore the future of AI security and the emerging risks shaping this rapidly evolving landscape. And AI faces the facts. 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 Manoj Nair, Chief Innovation Officer at Snyk, joins us to explore the future of AI security and the emerging risks shaping this rapidly evolving landscape. In light of the recent high-severity vulnerability in Cursor, Manoj discusses how threats like tool poisoning, toxic flows, and MCP vulnerabilities are redefining what secure AI-driven development means—and why organizations must move faster to keep up. Selected Reading F5 disclosures breach tied to nation-state threat actor (CyberScoop) CISA Directs Federal Agencies to Mitigate Vulnerabilities in F5 Devices (CISA) ED 26-01: Mitigate Vulnerabilities in F5 Devices (CISA) PowerSchool hacker sentenced to 4 years in prison (The Record) Cisco faces Senate scrutiny over firewall flaws (The Register) Fake LastPass, Bitwarden breach alerts lead to PC hijacks (Bleeping Computer) Google Careers impersonation credential phishing scam with endless variation (Sublime Security) Elasticsearch Leak Exposes 6 Billion Records from Scraping, Old and New Breaches (HackRead) Qilin Ransomware announced new victims (Security Affairs) When Face Recognition Doesn't Know Your Face Is a Face (WIRED) Semperis Announces Midnight in the War Room: A Groundbreaking Cyberwar Documentary Featuring the World's Leading Defenders and Reformed Hackers (PR Newswire) 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
Join Simtheory: https://simtheory.aiUse "SIMLINK" to get 30% off Pro & Max annual plans until Oct 31st 2025----CHAPTERS:00:00 - Gemini 3.0 HYPE with "make an OS"03:50 - Anthropic Releases Claude Haiku 4.5: Initial Thoughts11:57 - Veo 3.1 and new modes (first frame/last frame & reference to image)25:20 - OpenAI's Erotica Mode & age verification thoughts34:25 - OpenAI Partners with Everyone & Memes35:38 - Salesforce OpenAI Partnership & What Should SaaS do with MCP apps?1:09:25 - Final thoughts, Polymarket----Thanks for your support and listening to the show xox
In this episode of Convergence.fm, Ashok Sivanand sits down with Farhan Thawar, Head of Engineering at Shopify, to go behind the scenes of how Shopify not only keeps pace with rapid change but leads it. The discussion explores how Shopify became one of the first platforms to allow merchants to sell products directly inside ChatGPT, why that move challenges Amazon's dominance, and what it takes to build a company that learns faster than it fails. Farhan explains the systems that make being first repeatable rather than accidental, including Shopify's internal LLM proxy, MCP servers, experimentation culture, and democratized tooling. If you are a CEO, COO, or CTO looking to scale through culture, systems, and intentional technology adoption, this episode shows what it looks like to operate with conviction and long-term relevance. Key Topics and Moments: Shopify and OpenAI's commerce integration. The same day OpenAI enabled in-chat shopping, Shopify merchants were already live. Farhan explains what it takes for a company of Shopify's size to move with that kind of speed Competing with Amazon through culture, not size. Shopify has 3,000 engineers compared to Amazon's 35,000+, yet continues to outpace bigger players by focusing on coherence, focus, and empowered execution rather than bureaucracy and scale. The meaning behind Tobi Lütke's April AI memo. Farhan discusses how Shopify operationalized its “AI is non-optional” stance, what baseline expectations look like, and how performance is evaluated in an AI-native organization. AI reflexivity and the “three buckets.” Farhan explains how teams are taught to recognize “AI not allowed,” “AI optional,” and “AI mandatory” problems so that employees develop instinct for when to reach for AI — and when to pick up the screwdriver. The risk of ‘vibe coding' and why hand tools still matter. Farhan shares lessons from real incidents inside and outside Shopify, like the Cloudflare outage caused by unreviewed AI-generated code, and how engineering leaders teach judgment, not just prompting. The LLM Proxy and MCP Servers. Inside look at how Shopify democratized AI across departments by building an internal platform that connects all major models and corporate data sources, enabling every employee to build workflows and ask intelligent questions — not just engineers. AI budgeting vs. SaaS budgeting. Farhan explains why AI usage isn't treated like traditional SaaS spend and how Shopify encourages heavy experimentation by rewarding impact rather than punishing token consumption. Experimentation as a system. How teams are encouraged to show work at 20%, not 80%, and why the speed of learning, not perfection, is the true productivity metric. Subtraction as leadership. Farhan shares how founders and executives must delete outdated processes, rules, and layers of bureaucracy to make room for new ideas — why process should only exist if it makes something possible or 10x better. Hiring and growing AI-native talent. Why Shopify doubled down on internships, hiring 1,000 interns this year and next, and how younger engineers push full-timers to stay current by being born AI-native “centaurs.” Responsibility versus accountability. Why leaders can delegate tasks but not responsibility, and how to stay in the work without disempowering the team. Certainty as intolerance. Farhan's reflection on why overconfidence kills creativity, and how leaders can replace fixed beliefs with wayfinding, curiosity, and adaptive decision-making. Rapid-fire reflections for CEOs. Ashok and Farhan close with lessons on showing unfinished work, modeling curiosity, and removing friction as a cultural operating system. Who Should Listen: Mid-market CEOs, COOs, and CTOs building adaptable organizations that can scale. Leaders focused on culture and transformation, not just technology adoption. Operators who want to apply product thinking and modern software practices to traditional industries. Notable Quotes: “We have a baseline expectation of using AI. If you have two people, one using AI and one not, they will both be evaluated the same.” – Farhan Thawar on AI usage expectations “We don't like waste, but we don't have limits. If you believe in your workflow, use the best model for your problem solving.” – Farhan Thawar on AI token cost and consumption “You can now buy directly in chat from Shopify merchants. That is a major shift in how people discover and buy online.” – Ashok Sivanand on Shopify launching all their merchants on ChatGPT's Shop feature on the very day it was launched Related Reading and References: Shopify Blog: Shopify and OpenAI bring commerce to ChatGPT (official announcement) - https://www.shopify.com/news/shopify-open-ai-commerce?podconvergence Reuters: OpenAI partners with Shopify, Stripe, and others to expand ChatGPT integrations - https://www.reuters.com/world/americas/openai-partners-with-etsy-shopify-chatgpt-checkout-2025-09-29/?podconvergence TechCrunch: Inside Tobi Lütke's AI Memo and Shopify's Cultural Shift - https://techcrunch.com/2025/04/07/shopify-ceo-tells-teams-to-consider-using-ai-before-growing-headcount/?podconvergence Farhan's opinions about token consumption - https://x.com/fnthawar/status/1930367595670274058 Farhan's article about “looking stupid”- https://medium.com/helpful-com/why-looking-stupid-is-my-superpower-2ee3fe00a748?podconvergence The Convergence.fm first episode with Farhan in 2024 - https://convergence.fm/episode/from-code-to-culture-how-shopify-thrives-under-farhan-thawars-thought-leadership The Convergence.fm Episode about Tobi Lütke's leaked AI memo mandate, and our 6 takeaways - https://convergence.fm/episode/shopifys-leaked-ai-mandate-explained-6-takeaways-for-your-product-team Tobi's memo Tweet - https://x.com/tobi/status/1909231499448401946 Unreasonable Hospitality (book) - https://www.amazon.com/Unreasonable-Hospitality-Remarkable-Giving-People/dp/0593418573 Farhan's Twitter (public handle) - https://x.com/fnthawar Reflection and Action Steps: Start with your mission. Before choosing tools, clarify what problem you are solving and what your business stands for. Enable your team. Ask whether you are removing barriers or creating them. Are employees empowered to experiment? Model the change. Use AI tools yourself. Share your learnings, wins, and failures openly. F Foster learning. Consider introducing internal forums or “thinking clubs” that encourage curiosity and reflection across your team.
JD Fiscus (nerding.io) shares how a late-night hack connecting MCP to n8n exploded to ~1M downloads, then demos practical MCP workflows: indexing YouTube channels for Q&A, and auto-building n8n flows from natural language. We dig into the Agentic Commerce Protocol, real security pitfalls (like destructive commands), and how to turn MCPs into products with OAuth and Stripe for authentication and metered billing. He closes with how he teaches this hands-on at the Vibe Coding Retreat.Timestamps1:00 Why build it: “MCP shouldn't be Claude-only”—bridging MCP into n8n early (Dec/Jan)2:09 Shipping under the pseudonym nerding.io; surprise seeing creators use it2:25 n8n later ships its own MCP server/client; they nod to nerding.io & Simon3:59 “N8n is useful, but so much more useful with MCP”5:12 What MCP means for software: every smart company is exposing an MCP; new login/usage patterns6:27 Agentic Commerce Protocol (ACP): Stripe + OpenAI; agents checkout across the web8:02 Marketing to agents not humans? SEO shifts as agents comparison-shop9:10 Early “agent mode” attempts vs protocol-based purchases (less hacky)10:58 Likely adopters: platforms (Shopify) & big retailers; echoes of early MCP evolution14:11 Security realities: token passing evolved to OAuth; hallucination + destructive actions risk16:04 Personal mishap: agent ran supabase reset on a dev DB—imagine prod! Guardrails matter17:03 Designing MCP servers: don't just “wrap your API”; use resources/prompts for agentic UX19:04 Demo 1—Influencer MCP: index a YouTube channel, embed transcripts, ask questions in Claude20:54 Storage: embeddings into Postgres; per-channel tables24:46 Keeping it fresh: daily cron to ingest new videos25:18 Demo 2—Build n8n workflows from chat using N8N MCP (by Ramullet); live docs + API27:00 “Create a webhook → send leads to Sheets” built conversationally, with allow/deny prompts31:02 Zapier, Gumloop: agents that build automations via natural-language steps34:00 Next frontier: custom connectors (Claude/Cursor/OpenAI), OAuth auth flows for MCPs39:03 Turning MCPs into products: login with Twitter → Stripe subscription → metered billing41:12 Paid tool call demo: “paid echo” → Stripe usage event logged per user43:41 How to learn this fast: vibecodingretreat.com (small cohorts, hands-on builds)Tools & Technologies Mentioned (quick guide)MCP (Model Context Protocol) — Standard for connecting models to tools/data; supports tools, resources, prompts.n8n — Open-source automation platform; JD wrote an MCP node that went viral; also has native MCP server/client now.Claude / Cursor / OpenAI (custom connectors) — LLM IDEs/chats that can load MCPs; custom connectors enable OAuth + productized access.Agentic Commerce Protocol (ACP) — Early protocol (Stripe + OpenAI) for agent-initiated purchases with confirmations.Web MCP (W3C-oriented idea) — Emerging patterns for agent↔︎website interactions beyond human UI flows.OAuth — Secure, user-consented authentication for MCPs (vs passing raw tokens).Stripe (subscriptions + metered billing) — Attach billing/usage limits to MCP calls; track per-user consumption.YouTube API + Transcripts — Source data for the “Influencer MCP” indexing pipeline.Embeddings + Postgres — Store vectorized transcript chunks in Postgres for retrieval (JD self-hosts).Cron — Schedules daily ingestion of new content.Google Sheets — Target destination in demo for simple lead funnels.Zapier / Gumloop — Natural-language automation builders; early NLA/agent patterns.Git / CLI commands — Cautionary tale: agents running destructive commands (e.g., resets).Do Browser / Comet Browser — Agentic browsing tools referenced for web actions.Fellow.ai — AI meeting assistant with security-first design; generates precise summaries/action items.Subscribe at thisnewway.com to get the step-by-step playbooks, tools, and workflows.
In this episode, Eric shares how to set up AI agents using Lindy, Replit, and Claude Code—and how to choose the best one for your workflow. You'll see real projects like a meeting-prep bot, a Slack recruiting agent, and MCP-powered sub-agents inside Cursor. Eric also covers how to use calendar triggers, send automated messages, and scale ROI-driven workflows that save time and boost productivity. Key takeaways ● Lindy vs. Replit vs. Claude Code: setup and use cases ● Build a meeting-prep agent with social research ● Scale MCP sub-agents for marketing ROI TIMESTAMPS (00:00) AI agents intro and goals (00:19) Lindy setup and templates (04:34) Replit agents and Slack bot (06:44) Claude Code MCP with Cursor (08:21) Agentic leverage and workflow tips
In this episode, we're addressing one of the biggest challenges current eng leaders are facing – balancing yesterday's constraints with tomorrow's potential! Chrystal Henke Ball (VP of Engineering @ Yahoo) shares insights on why it's important to constantly challenge your assumptions and how vision can sometimes work as a bottleneck for your organization. We dissect how the traditional product lifecycle is evolving to become more fluid and what that means for the collaborative relationship between product, eng, and design. Additionally, Chrystal defines grit, why it's important for leaders to model it, and strategies for cultivating the trait within your eng team in order to move past short-term challenges and focus on long-term goals! ABOUT CHRYSTAL HENKE BALLChrystal Henke Ball a seasoned engineering leader, currently serving as VP of Engineering at Yahoo, where she leverages her experience to accelerate product development across core products such as Yahoo.com and the Yahoo News app. Prior to Yahoo, she led engineering organizations at Google Search, Pandora, Pachama, and Arcadis, building highly available systems, guiding architectural transitions, spearheading novel solutions, and delivering delightful user experiences. Chrystal excels at designing purpose-driven, scalable architectures, streamlining development processes, and mentoring teams to work effectively and openly together. ToolHive Unlocks the Full Value of MCP & Your AI AgentsSo you've invested in AI agents for code generation, but they're limited to experiments or even stuck on the shelf. To do real, valuable work, those AI agents need access to your data and systems.ToolHive helps you confidently connect the pieces by making it simple and secure for you to use the Model Context Protocol (MCP).ToolHive includes a pre-vetted registry of MCP servers, containerizes every MCP server for consistency and leans on built-in security to keep your secrets safe.Leaders trust ToolHive to put MCP into production and put their AI agents to work.ToolHive is open source, so get started for free at toolhive.dev SHOW NOTES:Navigating the challenge of balancing constraint vs. innovation (3:05)Considerations for balancing current capabilities w/ your roadmap to change (4:34)Frameworks for categorizing what's fixed vs. in flux to aid decision-making (6:14)Conversation points for checking your assumptions (7:36)The new leadership challenge: vision as a bottleneck (14:45)Evolving feedback loops to address a more fluid product lifecycle (19:43)Defining product vision in today's fast-paced, fluid landscape (23:57)Defining grit as an essential trait & ways to cultivate it as an eng leader (31:57)Building AI-incorporated products with trust as a foundational principle (40:46)Rapid fire questions (43:01) LINKS AND RESOURCESTalking to Strangers: What We Should Know About the People We Don't Know - Malcolm Gladwell, host of the podcast Revisionist History and author of the #1 New York Times bestseller Outliers, offers a powerful examination of our interactions with strangers -- and why they often go wrong.Terrestrials - A show for people of all ages that explores the strangeness that exists right here on Earth. In each episode, host Lulu Miller (co-host of Radiolab) will introduce you to a creature or earthly phenomenon that will defy your expectations of how nature is supposed to work. Along the way, you'll encounter a chorus of experts, including scientists, surfers, hip hop artists and…a "Songbud" named Alan (indie punk musician Alan Goffinski) who creates original songs for key moments of confusion, discovery or awe. New episodes drop Thursdays. Listen in with your whole family. Or all alone. This episode wouldn't have been possible without the help of our incredible production team:Patrick Gallagher - Producer & Co-HostJerry Li - Co-HostNoah Olberding - Associate Producer, Audio & Video Editor https://www.linkedin.com/in/noah-olberding/Dan Overheim - Audio Engineer, Dan's also an avid 3D printer - https://www.bnd3d.com/Ellie Coggins Angus - Copywriter, Check out her other work at https://elliecoggins.com/about/ Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
Scott and Wes dive into Chrome's new MCP server; a dev tools API powered by Puppeteer that gives your scripts, editors, and AI agents full access to Chrome. They break down how it works, what it can (and can't) do, and how it might change debugging and automation for developers Show Notes 00:00 Welcome to Syntax! 01:15 Syntax San Francisco Meetup. 01:55 We need your Spooky Stories! 02:42 What is an MCP Server? 04:28 MCP servers are not only for code editors. 06:43 Brought to you by Sentry.io. 07:49 Dev Tools MCP is similar to Puppeteer. 09:20 Setting up an MCP Server. 11:36 Example of MCP with Dominos Pizza. 13:23 Accessing Dev tools from your editor. 14:23 In VS Code, you can “Open Link”. 15:22 Using the MCP server. 16:26 Chrome has Debug insights inside of chrome's dev tools. 18:38 Real world things the Chrome MCP server can do. 18:43 Analyzing performance. 19:55 Taking screenshots. 21:17 Performance fix feedback loop. 22:33 Remote connecting browsers. 24:54 Browser-use. 25:18 What are the limitations? 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
Segment 1 - Interview with Dr. Anand Singh We're always thrilled to have authors join us to discuss their new book releases, and this week, it is Dr. Anand Singh. He seriously hustled to get his new book, Data Security in the Age of AI, out as soon as possible so that it could help folks dealing with securing AI rollouts right now! We'll discuss why he wrote it, how he got it done so quickly, and who needs to read it. Segment Resources: Get the book on Amazon: Data Security in the Age of AI (available in Kindle and print) Segment 2 - Topic: The reasons why CISOs buy (and the things that don't matter to them) Val Tsanev, founder of ExecWeb, part of the CyberRisk Alliance family, posted shared some VERY spicy insights about how CISOs buy products. This elicited some passionate responses. There are many interesting insights, but the biggest and most interesting is that 76% of CISOs choose products that presents the least risk to them, personally. Career safety trumps product performance, it would seem. Segment 3 - News In the enterprise security news, Shifting Zero Cyber insurance, unlike cyber crime, doesn't pay New AI security categories are popping up to serve Agentic and MCP servers how tech companies measure AI impact first malicious MCP server in the wild is your computer mouse listening to you? The Korean government did not follow the backup rule of three Think you've seen the absolute worst idea for a mobile app? Wait until you hear about Neon. We have no less than three squirrel stories involving bullets, lasers, and greasy snacks All that and more, on this episode of Enterprise Security Weekly. Visit https://www.securityweekly.com/esw for all the latest episodes! Show Notes: https://securityweekly.com/esw-428
TR is joined by Eileen Ng to discuss her use of visual rubrics to enable authentic assessment, reflection, and learning Show Notes Examples of Eileen's visual rubrics: Spider Web Lab Report (https://docs.google.com/presentation/d/1muAF0bKajT-_MwQeSczVCjAVWGTbjT5hXIoAPXVDTkY/edit?slide=id.g344356e06f6_0_0#slide=id.g344356e06f6_0_0) Four-Level Rubric (https://drive.google.com/file/d/1ZjNNxyNKlataj_lyaTRRnsPBGWn1mYzv/view) EDrenaline RUsh (https://edrenalinerush.com) The Personal Record Rubric (https://edrenalinerush.com/resources/personal-record-rubrics/) The Spider Graph rubric, based on Dungeons and Dragons (https://edrenalinerush.com/2018/08/07/spider-graphs-spider-graphs/) See also - Lucas Blair's "Dungeons and Dragons Character Sheets Go To Grad School" (https://www.slideshare.net/slideshow/dd-character-sheets-go-to-grad-school/107341859#2) Eileen's article on Edutopia: "Representing Student Proficiency and Progress With Visual Rubrics" (https://www.edutopia.org/article/representing-proficiency-progress-visual-rubrics/) Mastery Transcript Consortium (https://mastery.org) Connect with Eileen by email at eileen.ng@modernclassrooms.org (mailto:eileen.ng@modernclassrooms.org) or on the Edutopia Facebook page (https://www.facebook.com/edutopia) Learning Experiences for the Upcoming Week Want to start building your own Modern Classroom and work one-on-one with an expert educator? If you're an educator in Chicago, St. Louis, Alabama, or any of the districts we're partnered with, you can sign up now for the Virtual Mentorship Program! The next session runs from October 20 to January 19, and the whole program is virtual and self-paced. See if there's an opportunity in your area by going to modernclassrooms.org/apply-now (modernclassrooms.org/apply-now) Ready to reimagine your classroom? Join Kami, ScreenPal, and MCP as we dive into The Shift to Student-Led by Catlin Tucker and Katie Novak, focusing on shifting from information transfer to student-driven discovery for our first Book Club Session 1 out of 4 on October, 16, 7pm ET. Explore Workflow Shift 1: strategies to empower students as active learners and leave with fresh ideas to transform your teaching. Let's chat, collaborate, and spark change—one page at a time! Register here (https://www.modernclassrooms.org/book-club) Cassie Fontaine and Zuzka Blasi are presenting at MassCUE on October 15-16 in Boston, MA. MCP will be exhibiting at NCTM Annual Meeting & Exposition on October 15-18 in Atlanta, GA. If you're attending, make sure to check them out and say hi! Contact us, follow us online, and learn more: Email us questions and feedback at: podcast@modernclassrooms.org (mailto:podcast@modernclassrooms.org) Listen to this podcast on Youtube (https://www.youtube.com/playlist?list=PL1SQEZ54ptj1ZQ3bV5tEcULSyPttnifZV) Modern Classrooms: @modernclassproj (https://twitter.com/modernclassproj) on Twitter and facebook.com/modernclassproj (https://www.facebook.com/modernclassproj) Kareem: @kareemfarah23 (https://twitter.com/kareemfarah23) on Twitter Toni Rose: @classroomflex (https://twitter.com/classroomflex) on Twitter and Instagram (https://www.instagram.com/classroomflex/?hl=en) The Modern Classroom Project (https://www.modernclassrooms.org) Modern Classrooms Online Course (https://learn.modernclassrooms.org) Take our free online course, or sign up for our mentorship program to receive personalized guidance from a Modern Classrooms mentor as you implement your own modern classroom! The Modern Classrooms Podcast is edited by Zach Diamond: @zpdiamond (https://twitter.com/zpdiamond) on Twitter and Learning to Teach (https://www.learningtoteach.co/) Special Guest: Eileen Ng.
SANS Internet Stormcenter Daily Network/Cyber Security and Information Security Stormcast
Polymorphic Python Malware Xavier discovered self-modifying Python code on Virustotal. The remote access tool takes advantage of the inspect module to modify code on the fly. https://isc.sans.edu/diary/Polymorphic%20Python%20Malware/32354 SSH ProxyCommand Vulnerability A user cloning a git repository may be tricked into executing arbitrary code via the SSH proxycommand option. https://dgl.cx/2025/10/bash-a-newline-ssh-proxycommand-cve-2025-61984 Framelink Figma MCP Server CVE-2025-53967 Framelink Figma s MCP server suffers from a remote code execution vulnerability.
Wes and Scott talk with Kyle Cesmat about how Coinbase is writing nearly half its code with AI—while keeping quality and security front and center. They dig into tools like Cursor and Claude Code, agent-driven workflows, code review challenges, and how AI is reshaping developer productivity without replacing developers. Show Notes 00:00 Welcome to Syntax! 03:29 Defining and measuring “quality” at a large company 05:05 How AI-generated code is reviewed and shipped at Coinbase 07:35 A developer's workflow using AI—from ticket to production 10:30 Standard vs. team-specific tools for AI development 12:55 Using MCP servers to power internal AI workflows 14:42 MCP vs. custom agent integrations 17:16 What kinds of code AI is writing at Coinbase 19:48 Which languages and tasks does AI handle best? 21:21 Getting AI to follow existing code conventions greptile 24:36 Brought to you by Sentry.io 25:01 How AI affects hiring, velocity, and developer focus 28:16 AI's role in speeding up code reviews 31:28 The most valuable AI tool in Coinbase's stack 33:48 Managing AI costs and model choices 35:10 Security considerations for using external AI models 37:04 How often Coinbase tunes and adjusts its AI systems 39:26 Using AI to write code vs. embedding AI in customer-facing features 42:29 Kyle's big-picture take on AI as a tool—not a magic bullet Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity 44:33 The future of hiring engineers with their own “backpack” of agents 45:53 Sick Picks + Shameless Plugs Sick Picks Kyle: UltraShelf 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