Podcasts about DevOps

BONUS: The Operating System for Software-Native Organizations - The Five Core Principles In this BONUS episode, the final installment of our Special Xmas 2025 reflection on Software-native businesses, we explore the five fundamental principles that form the operating system for software-native organizations. Building on the previous four episodes, this conversation provides the blueprint for building organizations that can adapt at the speed of modern business demands, where the average company lifespan on the S&P 500 has dropped from 33 years in the 1960s to a projected 12 years by 2027. The Challenge of Adaptation "What we're observing in Ukraine is adaptation happening at a speed that would have been unthinkable in traditional military contexts - new drone capabilities emerge, countermeasures appear within days, and those get countered within weeks." The opening draws a powerful parallel between the rapid adaptation we're witnessing in drone warfare and the existential threats facing modern businesses. While our businesses aren't facing literal warfare, they are confronting dramatic disruption. Clayton Christensen documented this in "The Innovator's Dilemma," but what he observed in the 1970s and 80s is happening exponentially faster now, with software as the accelerant. If we can improve businesses' chances of survival even by 10-15%, we're talking about thousands of companies that could thrive instead of fail, millions of jobs preserved, and enormous value created. The central question becomes: how do you build an organization that can adapt at this speed? Principle 1: Constant Experimentation with Tight Feedback Loops "Everything becomes an experiment. Not in the sense of being reckless or uncommitted, but in being clear about what we're testing and what we expect to learn. I call this: work like a scientist: learning is the goal." Software developers have practiced this for decades through Test-Driven Development, but now this TDD mindset is becoming the ruling metaphor for managing products and entire businesses. The practice involves framing every initiative with three clear elements: the goal (what are we trying to achieve?), the action (what specific thing will we do?), and the learning (what will we measure to know if it worked?). When a client says "we need to improve our retrospectives," software-native organizations don't just implement a new format. Instead, they connect it to business value - improving the NPS score for users of a specific feature by running focused retrospectives that explicitly target user pain points and tracking both the improvements implemented and the actual NPS impact. After two weeks, you know whether it worked. The experiment mindset means you're always learning, never stuck. This is TDD applied to organizational change, and it's powerful because every process change connects directly to customer outcomes. Principle 2: Clear Connection to Business Value "Software-native organizations don't measure success by tasks completed, story points delivered, or features shipped. Or even cycle time or throughput. They measure success by business outcomes achieved." While this seems obvious, most organizations still optimize for output, not outcomes. The practice uses Impact Mapping or similar outcome-focused frameworks where every initiative answers three questions: What business behavior are we trying to change? How will we measure that change? What's the minimum software needed to create that change? A financial services client wanted to "modernize their reporting system" - a 12-month initiative with dozens of features in project terms. Reframed through a business value lens, the goal became reducing time analysts spend preparing monthly reports from 80 hours to 20 hours, measured by tracking actual analyst time, starting with automating just the three most time-consuming report components. The first delivery reduced time to 50 hours - not perfect, but 30 hours saved, with clear learning about which parts of reporting actually mattered. The organization wasn't trying to fulfill requirements; they were laser focused on the business value that actually mattered. When you're connected to business value, you can adapt. When you're committed to a feature list, you're stuck. Principle 3: Software as Value Amplifier "Software isn't just 'something we do' or a support function. Software is an amplifier of your business model. If your business model generates $X of value per customer through manual processes, software should help you generate $10X or more." Before investing in software, ask whether this can amplify your business model by 10x or more - not 10% improvement, but 10x. That's the threshold where software's unique properties (zero marginal cost, infinite scale, instant distribution) actually matter, and where the cost/value curve starts to invert. Remember: software is still the slowest and most expensive way to check if a feature would deliver value, so you better have a 10x or more expectation of return. Stripe exemplifies this principle perfectly. Before Stripe, accepting payments online required a merchant account (weeks to set up), integration with payment gateways (months of development), and PCI compliance (expensive and complex). Stripe reduced that to adding seven lines of code - not 10% easier, but 100x easier. This enabled an entire generation of internet businesses that couldn't have existed otherwise: subscription services, marketplaces, on-demand platforms. That's software as amplifier. It didn't optimize the old model; it made new models possible. If your software initiatives are about 5-10% improvements, ask yourself: is software the right medium for this problem, or should you focus where software can create genuine amplification? Principle 4: Software as Strategic Advantage "Software-native organizations use software for strategic advantage and competitive differentiation, not just optimization, automation, or cost reduction. This means treating software development as part of your very strategy, not a way to implement a strategy that is separate from the software." This concept, discussed with Tom Gilb and Simon Holzapfel on the podcast as "continuous strategy," means that instead of creating a strategy every few years and deploying it like a project, strategy and execution are continuously intertwined when it comes to software delivery. The practice involves organizing around competitive capabilities that software uniquely enables by asking: How can software 10x the value we generate right now? What can we do with software that competitors can't easily replicate? Where does software create a defensible advantage? How does our software create compounding value over time? Amazon Web Services didn't start as a product strategy but emerged from Amazon building internal capabilities to run their e-commerce platform at scale. They realized they'd built infrastructure that was extremely hard to replicate and asked: "What if we offered it to others?" AWS became Amazon's most profitable business - not because they optimized their existing retail business, but because they turned an internal capability into a strategic platform. The software wasn't supporting the strategy - the software became the strategy. Compare this to companies that use software just for cost reduction or process optimization - they're playing defense. Software-native companies use software to play offense, creating capabilities that change the competitive landscape. Continuous strategy means your software capabilities and your business strategy evolve together, in real-time, not in annual planning cycles. Principle 5: Real-Time Observability and Adaptive Systems "Software-native organizations use telemetry and real-time analytics not just to understand their software, but to understand their entire business and adapt dynamically. Observability practices from DevOps are actually ways of managing software delivery itself. We're bootstrapping our own operating system for software businesses." This principle connects back to Principle 1 but takes it to the organizational level. The practice involves building systems that constantly sense what's happening and can adapt in real-time: deploy with feature flags so you can turn capabilities on/off instantly, use A/B testing not just for UI tweaks but for business model experiments, instrument everything so you know how users actually behave, and build feedback loops that let the system respond automatically. Social media companies and algorithmic trading firms already operate this way. Instagram doesn't deploy a new feed algorithm and wait six months to see if it works - they're constantly testing variations, measuring engagement in real-time, adapting the algorithm continuously. The system is sensing and responding every second. High-frequency trading firms make thousands of micro-adjustments per day based on market signals. Imagine applying this to all businesses: a retail company that adjusts pricing, inventory, and promotions in real-time based on demand signals; a healthcare system that dynamically reallocates resources based on patient flow patterns; a logistics company whose routing algorithms adapt to traffic, weather, and delivery success rates continuously. This is the future of software-native organizations - not just fast decision-making, but systems that sense and adapt at software speed, with humans setting goals and constraints but software executing continuous optimization. We're moving from "make a decision, deploy it, wait to see results" to "deploy multiple variants, measure continuously, let the system learn." This closes the loop back to Principle 1 - everything is an experiment, but now the experiments run automatically at scale with near real-time signal collection and decision making. It's Experiments All The Way Down "We established that software has become societal infrastructure. That software is different - it's not a construction project with a fixed endpoint; it's a living capability that evolves with the business." This five-episode series has built a complete picture: Episode 1 established that software is societal infrastructure and fundamentally different from traditional construction. Episode 2 diagnosed the problem - project management thinking treats software like building a bridge, creating cascade failures throughout organizations. Episode 3 showed that solutions already exist, with organizations like Spotify, Amazon, and Etsy practicing software-native development successfully. Episode 4 exposed the organizational immune system - the four barriers preventing transformation: the project mindset, funding models, business/IT separation, and risk management theater. Today's episode provides the blueprint - the five principles forming the operating system for software-native organizations. This isn't theory. This is how software-native organizations already operate. The question isn't whether this works - we know it does. The question is: how do you get started? The Next Step In Building A Software-Native Organization "This is how transformation starts - not with grand pronouncements or massive reorganizations, but with conversations and small experiments that compound over time. Software is too important to society to keep managing it wrong." Start this week by doing two things.  First, start a conversation: pick one of these five principles - whichever resonates most with your current challenges - and share it with your team or leadership. Don't present it as "here's what we should do" but as "here's an interesting idea - what would this mean for us?" That conversation will reveal where you are, what's blocking you, and what might be possible.  Second, run one small experiment: take something you're currently doing and frame it as an experiment with a clear goal, action, and learning measure. Make it small, make it fast - one week maximum, 24 hours if you can - then stop and learn. You now have the blueprint. You understand the barriers. You've seen the alternatives. The transformation is possible, and it starts with you. Recommended Further Reading Tom Gilb and Simon Holzapfel episodes on continuous strategy  The book by Christensen, Clayton: "The Innovator's Dilemma"  The book by Gojko Adzic: Impact Mapping  Ukraine drone warfare Company lifespan statistics: Innosight research on S&P 500 turnover  Stripe's impact on internet businesses Amazon AWS origin story DevOps observability practices About Vasco Duarte Vasco Duarte is a thought leader in the Agile space, co-founder of Agile Finland, and host of the Scrum Master Toolbox Podcast, which has over 10 million downloads. Author of NoEstimates: How To Measure Project Progress Without Estimating, Vasco is a sought-after speaker and consultant helping organizations embrace Agile practices to achieve business success. You can link with Vasco Duarte on LinkedIn.

This week, Brian Gracely joins to dissect strategic choices made by Broadcom, Docker, Netflix and Intel. Plus: The AI Bifurcation—are models commodities or product pillars? Rundown Licensing in VMware Cloud Foundation 9.0 (https://blogs.vmware.com/cloud-foundation/2025/06/24/licensing-in-vmware-cloud-foundation-9-0/) Hardened Images for Everyone (https://www.docker.com/blog/docker-hardened-images-for-every-developer/) Introducing Chainguard EmeritOSS (https://www.chainguard.dev/unchained/introducing-chainguard-emeritoss) Netflix to Acquire Warner Bros. (https://about.netflix.com/en/news/netflix-to-acquire-warner-bros) Anthropic reportedly preparing for one of the largest IPOs (https://www.cnbc.com/2025/12/03/anthropic-claude-reportedly-preparing-ipo-race-openai-chatgpt-ft-wilson-sonsini-goodrich-rosati.html) Conferences cfgmgmtcamp 2026 (https://cfgmgmtcamp.org/ghent2026/), February 2nd to 4th, Ghent, BE. Coté speaking and doing live SDI (https://www.softwaredefinedinterviews.com) with John Willis. DevOpsDayLA at SCALE23x (https://www.socallinuxexpo.org/scale/23x), March 6th, Pasadena, CA Use code: DEVOP for 50% off. Devnexus 2026 (https://devnexus.com), March 4th to 6th, Atlanta, GA. Whole bunch of VMUGs, mostly in the US. The CFPs are open (https://app.sessionboard.com/submit/vmug-call-for-content-2026/ae1c7013-8b85-427c-9c21-7d35f8701bbe?utm_campaign=5766542-VMUG%20Voice&utm_medium=email&_hsenc=p2ANqtz-_YREN7dr6p3KSQPYkFSN5K85A-pIVYZ03ZhKZOV0O3t3h0XHdDHethhx5O8gBFguyT5mZ3n3q-ZnPKvjllFXYfWV3thg&_hsmi=393690000&utm_content=393685389&utm_source=hs_email), go speak at them! Coté speaking in Amsterdam. Amsterdam (March 17-19, 2026), Minneapolis (April 7-9, 2026), Toronto (May 12-14, 2026), Dallas (June 9-11, 2026), Orlando (October 20-22, 2026) 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) Photo Credits Header (https://unsplash.com/photos/university-of-alabama-football-game-tuscaloosa-alabama-YcVe7gL9A0s) Special Guest: Brian Gracely.

Send Bidemi a Text Message!In this episode, host Bidemi Ologunde spoke with Ivan Gekht, CEO of Gehtsoft, a family-run software company with over 20 years of Agile R&D experience. They explored Ivan's journey from Siberia to building a team that tackles “impossible” business challenges with science, adaptability, and integrity. How can Agile methods truly reduce project risk instead of becoming just another buzzword? What does it take to build healthier, more productive relationships with technology—both for teams and end users? And how can tech companies meaningfully support minority-, women-, and veteran-owned businesses while still innovating and scaling?Support for The Bid Picture Podcast comes from Skylight Calendar—the family-friendly digital calendar that helps everyone stay on the same page. With a quick setup and an easy-to-read display in a shared space, Skylight makes it simple to keep track of school events, practices, appointments, and family plans—so mornings run smoother and everyone knows what's next. Make your home the place where schedules finally make sense. Skylight Calendar—because family life works better when it's shared. Learn more at myskylight.com.Support for The Bid Picture Podcast comes from Black Rifle Coffee Company, a veteran-founded coffee brand roasting premium beans for people who love a strong start to the day. From bold blends to convenient ready-to-drink cans, Black Rifle Coffee keeps you fueled for whatever's ahead. Check them out at blackriflecoffee.com.Support the show

Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM This episode explores how Copilot supports innovation, decision making and practical AI adoption across organisations. Amal Hosni Viteri shares her journey from development and DevOps into innovation leadership, describing how AI enhances productivity, reduces operational effort and helps teams focus on their specialities. She highlights the value of context‑aware tools, ethical use of AI and making technology accessible in Spanish‑speaking communities.

Former GitHub CEO Thomas Dohmke's claim that AI-based development requires progressive delivery frames a conversation between analyst James Governor and The New Stack's Alex Williams about why modern release practices matter more than ever. Governor argues that AI systems behave unpredictably in production: models can hallucinate, outputs vary between versions, and changes are often non-deterministic. Because of this uncertainty, teams must rely on progressive delivery techniques such as feature flags, canary releases, observability, measurement and rollback. These practices, originally developed to improve traditional software releases, now form the foundation for deploying AI safely. Concepts like evaluations, model versioning and controlled rollouts are direct extensions of established delivery disciplines. Beyond AI, Governor's book “Progressive Delivery” challenges DevOps thinking itself. He notes that DevOps focuses on development and operations but often neglects the user feedback loop. Using a framework of four A's — abundance, autonomy, alignment and automation — he argues that progressive delivery reconnects teams with real user outcomes. Ultimately, success isn't just reliability metrics, but whether users are actually satisfied. Learn more from The New Stack about progressive delivery: Mastering Progressive Hydration for Enhanced Web Performance Continuous Delivery: Gold Standard for Software Development 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.

This interview was recorded for the GOTO Book Club.http://gotopia.tech/bookclubCheck out more here:https://gotopia.tech/episodes/402Albert S. Tanure - Cross Solutions Architec at Microsoft & Author of "ASP.NET Core 9 Essentials"Rafael Herik de Carvalho - Platform & DevOps Engineering at DevoteamRESOURCESAlberthttps://x.com/alberttanurehttps://github.com/tanurehttps://www.linkedin.com/in/albert-tanurehttps://www.codefc.io/enRafaelhttps://x.com/rafaelherikhttps://github.com/rafaelherikhttps://www.linkedin.com/in/rafaelh-carvalhohttps://dev.to/rafaelherikDESCRIPTIONMicrosoft Solutions Architect Albert Tanure explores his approach to writing "ASP.NET Core 9 Essentials", a guide designed to take developers from basic .NET concepts to advanced cloud-native application development. Albert emphasizes the intentional structure of starting with foundations before introducing best practices, covering the complete application lifecycle from UI development and APIs to deployment, monitoring, and cloud operations.The conversation highlights how modern development requires understanding not just coding, but also DevOps practices, observability with tools like OpenTelemetry, dynamic configurations, containers, and cloud-native principles. The book serves both beginners seeking solid foundations and experienced developers looking to understand modern deployment strategies, with particular emphasis on chapters 9-11 that cover cloud native mindsets and operational considerations.RECOMMENDED BOOKSAlbert Tanure • ASP.NET Core 9 Essentials • https://amzn.to/43bH73tMark J. Price • Real-World Web Development with .NET 9 • https://amzn.to/46ZKsnwMark J. Price • C# 13 and .NET 9 – Modern Cross-Platform Development Fundamentals • https://amzn.to/4o5E5FZFabrizio Romano & Heinrich Kruger • Learning Python Programming • https://amzn.to/4myLBItBlueskyTwitterInstagramLinkedInFacebookCHANNEL MEMBERSHIP BONUSJoin this channel to get early access to videos & other perks:https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/joinLooking for a unique learning experience?Attend the next GOTO conference near you! Get your ticket: gotopia.techSUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

AWS Morning Brief for the week of December 22, 2025, with Corey Quinn. Links:Automate java performance troubleshooting with AI-Powered thread dump analysis on Amazon ECS and EKSAmazon Threat Intelligence identifies Russian cyber threat group targeting Western critical infrastructureOptimize WordPress performance on Amazon EKS with Amazon FSx for OpenZFSAWS reduces publishing time for Carbon Footprint Data to 21 days or LessAWS Payment Cryptography reduces API pricing by up to 63% and introduces tiered key pricingKey Commitment Issues in S3 Encryption ClientsCoursera and AWS survey reveals how technology leaders navigate cloud and AI transformationAutomated extraction of compressed files on Amazon S3 using AWS Batch and Amazon ECSCryptomining campaign targeting Amazon EC2 and Amazon ECS

AI is transforming how software is built, but testing AI systems requires an entirely new mindset. Don't miss AutomationGuild 2026 - Register Now:  https://testguild.me/podag26 Use code TestGuildPod20 to get 20% off your ticket. In this episode, Joe Colantonio sits down with Imran Ali to break down what AI testing really looks like when you're dealing with LLMs, RAG pipelines, and autonomous QA workflows. You'll learn: Why traditional pass/fail testing breaks down with LLMs How to test non-deterministic AI outputs for consistency and accuracy Practical techniques for detecting hallucinations, grounding issues, and prompt injection risks How RAG systems change the way testers validate AI-powered applications Where AI delivers quick wins today—and where human validation still matters This conversation goes beyond hype and gets into real-world AI testing strategies QA teams are using right now to keep up with AI-generated code, faster release cycles, and DevOps velocity. If you're a tester, automation engineer, or QA leader wondering how AI changes your role,not replaces it,this episode is your roadmap.

The Death of "Vibe Revenue": Agentic P&L, The 2026 Audit & New AI Metrics (CPSO vs. RPA).The era of "Vibe Revenue"—valuations built on flashy demos and FOMO—is officially over. In this special strategic briefing, we unpack "The Great Sobering" of 2026. As CFOs stop funding open-ended experiments, we introduce the rigorous financial framework that will define the next year: Agentic P&L.We break down the "Great Chasm" between technical capability and actual EBIT, and we teach you the three defensive metrics you need to survive the coming audit: Cost Per Successful Outcome (CPSO), Revenue Per Agent (RPA), and the Agentic Workflow Displacement Rate (AWDR). It's time to stop paying for output tokens and start paying for business outcomes.Key Topics & Timestamps:The Executive Summary: Why 2025 was the party and 2026 is the audit.The Concept: Defining "Agentic P&L"—treating AI not as software, but as labor with a quota.Metric 1: CPSO: Why "time saved" is a vanity metric and how to calculate Cost Per Successful Outcome.Metric 2: RPA: Revenue Per Agent—measuring the top-line contribution of your digital employees.Metric 3: AWDR: The Agentic Workflow Displacement Rate and the "Great Chasm" of adoption.The Strategy: Moving from token-based pricing to outcome-based contracts.Keywords: Agentic P&L, Vibe Revenue, Cost Per Successful Outcome, CPSO, Revenue Per Agent, RPA, AI ROI, AI Audit 2026, AI Unit Economics, Agentic Workflow Displacement Rate, AWDR, Etienne Noumen, AI UnraveledSource: https://djamgatech.com/wp-content/uploads/2025/12/AIs-Shift_-From-Vibe-to-PL.pdfCredits: This podcast is created and produced by Etienne Noumen, Senior Software Engineer and passionate Soccer dad from Canada.Host Connection & Engagement:Connect with Etienne: https://www.linkedin.com/in/enoumen/Advertise on AI Unraveled and reach C-Suite Executives directly: Secure Your Mid-Roll Spot here: https://forms.gle/Yqk7nBtAQYKtryvM6

This week on the AI Unraveled Weekly Rundown, the numbers are staggering. We break down SoftBank's race to deploy $22.5 billion into OpenAI before the year ends, and the global record of $61 billion invested in data centers—a boom that is now causing land wars with farmers in Maryland.We also cover the 2026 roadmap, including Meta's leaked "Mango" and "Avocado" models, Google's delay in upgrading Assistant to Gemini, and the US government's probe into Nvidia H200 sales. Plus, ChatGPT hits $3 billion in mobile revenue, proving the consumer model works, even as developers struggle with "buggy" app stores.Key Topics:

This week, we discuss Oracle's AI vibes, Chainguard's EmeritOSS, and GitHub's pricing U-turn. Plus, a robust robot vacuum debate. Watch the YouTube Live Recording of Episode 551 (https://youtube.com/live/TpDLcvAXrqo?feature=share) Runner-up Titles It has CarPlay iPad Range Anxiety an Australian documentary Oracle got popped Intentions I don't feel bad for them Open Source old folks home Spreadsheets love it Robots are going to take care of us The Median User Nobody feels bad for the whales I have a dog I have a Korean microwave We're the Neal Stephenson of podcasts Rundown Ford pulls the plug on the all-electric F-150 Lightning pickup truck (https://www.npr.org/2025/12/15/nx-s1-5645147/ford-discontinues-all-electric-f-150-lightning) AI Investment Oracle plummets 11% on weak revenue, pushing down AI stocks like Nvidia and CoreWeave (https://www.cnbc.com/2025/12/10/oracle-orcl-q2-earnings-report-2026.html) Oracle Shares Drop the Most Since 2001 on Mounting AI Spending (https://www.bloomberg.com/news/articles/2025-12-10/oracle-posts-weak-cloud-sales-raising-fear-of-delayed-payoff) OpenAI in Talks to Raise At Least $10 Billion From Amazon and Use Its AI Chips (http://1 https://www.theinformation.com/articles/openai-talks-raise-least-10-billion-amazon-use-ai-chips) S&P 500 falls after nearing record as Oracle disappointment drags down AI stocks (https://www.cnbc.com/2025/12/10/stock-market-today-live-updates.html) Inside The $1T AI Economy (https://x.com/StockSavvyShay/status/2000920959000445220?s=20) Introducing Chainguard EmeritOSS: Sustainable stewardship for mature open source (https://www.chainguard.dev/unchained/introducing-chainguard-emeritoss) Runners Announcing powerful upgrades & a new pricing model for self-hosted runners (https://www.atlassian.com/blog/bitbucket/announcing-v5-self-hosted-runners) GitHub to charge for self-hosted runners from March 2026 (https://devclass.com/2025/12/17/github-to-charge-for-self-hosted-runners-from-march-2026/) GitHub postpones changes to self-hosted runners pricing plans (https://x.com/github/status/2001372894882918548?s=46) Why Git (https://www.youtube.com/watch?v=E3_95BZYIVs)H (https://www.youtube.com/watch?v=E3_95BZYIVs)ub Why? (https://www.youtube.com/watch?v=E3_95BZYIVs) Coursera to buy Udemy, creating $2.5 billion firm to target AI training (https://www.reuters.com/business/coursera-udemy-merge-deal-valuing-combined-firm-25-billion-2025-12-17/) Roomba Maker iRobot Files for Bankruptcy, With Chinese Supplier Taking Control (https://www.nytimes.com/2025/12/15/business/roomba-irobot-bankruptcy.html) Relevant to your Interests Harness raises a $240M Series E at a $5.5B valuation (https://www.axios.com/pro/enterprise-software-deals/2025/12/11/harness-goldman-sachs-series-e-software) A great platform as a product paper, and a fun platform philosophy thereof (https://cote.io/2025/12/12/a-great-platform-as-a.html) Google Launches Managed Remote MCP Servers for Its Cloud Services (https://thenewstack.io/google-launches-managed-remote-mcp-servers-for-its-cloud-services/) Fake Leonardo DiCaprio Movie Torrent Drops Agent Tesla Through Layered PowerShell Chain (https://www.bitdefender.com/en-us/blog/labs/fake-leonardo-dicaprio-movie-torrent-agent-tesla-powershell) Useful patterns for building HTML tools (https://simonwillison.net/2025/Dec/10/html-tools/) Waymo Seeking Over $15 Billion Near $100 Billion Valuation (https://www.bloomberg.com/news/articles/2025-12-16/waymo-seeks-to-raise-funds-at-valuation-near-100-billion) Write your CV or resume as YAML, then run RenderCV, (https://github.com/rendercv/rendercv) (https://github.com/rendercv/rendercv)and get a PDF with perfect typography. No template wrestling. No broken layouts. Consistent spacing, every time (https://github.com/rendercv/rendercv) Roomba Maker iRobot Files for Bankruptcy, With Chinese Supplier Taking Control (https://www.nytimes.com/2025/12/15/business/roomba-irobot-bankruptcy.html) Nonsense The Full Text of Marco Rubio's Directive on State Department Typography, Re-Establishing Times New Roman (https://daringfireball.net/2025/12/full_text_of_marco_rubio_state_dept_directive_times_new_roman) Listener Feedback Sent stickers to Jelle in Belgium Conferences cfgmgmtcamp 2026 (https://cfgmgmtcamp.org/ghent2026/), February 2nd to 4th, Ghent, BE. Coté speaking and doing live SDI (https://www.softwaredefinedinterviews.com) with John Willis. DevOpsDayLA at SCALE23x (https://www.socallinuxexpo.org/scale/23x), March 6th, Pasadena, CA Use code: DEVOP for 50% off. Devnexus 2026 (https://devnexus.com), March 4th to 6th, Atlanta, GA. Whole bunch of VMUGs, mostly in the US. The CFPs are open (https://app.sessionboard.com/submit/vmug-call-for-content-2026/ae1c7013-8b85-427c-9c21-7d35f8701bbe?utm_campaign=5766542-VMUG%20Voice&utm_medium=email&_hsenc=p2ANqtz-_YREN7dr6p3KSQPYkFSN5K85A-pIVYZ03ZhKZOV0O3t3h0XHdDHethhx5O8gBFguyT5mZ3n3q-ZnPKvjllFXYfWV3thg&_hsmi=393690000&utm_content=393685389&utm_source=hs_email), go speak at them! Coté speaking in Amsterdam. Amsterdam (March 17-19, 2026), Minneapolis (April 7-9, 2026), Toronto (May 12-14, 2026), Dallas (June 9-11, 2026), Orlando (October 20-22, 2026) 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: Humble Audiobook Bundle: Shadows, Stars & Screams: Epic Audiobooks (https://www.humblebundle.com/books/shadows-stars-screams-epic-audiobooks-dramas-realm-books) Matt: Termination Shock (https://www.goodreads.com/book/show/57094295-termination-shock) - Neal Stephenson Photo Credits Header (https://unsplash.com/s/photos/electric-vehicle?orientation=landscape&license=free)

 This week on the PHP Podcast, Eric and John talk about PHPStorm new release, PHPek and why going to a conference is still fire, Laravel Advent Calendar, what does your GitHub year look like?, and more… Links from the show: Cryptology firm cancels elections after losing encryption key Advent Calendar 2025 – Laravel – The PHP Framework For Web Artisans What’s New in PhpStorm 2025.3 2025 Year in Code – Github Wrapped Built-in Laravel Support: A New Era for PhpStorm Developers | The PhpStorm Blog The PHP Podcast streams the recording of this podcast live, typically every Thursday at 3 PM PT. Come join us and subscribe to our YouTube channel. X: https://x.com/phparch Mastodon: https://phparch.social/@phparch Bluesky: https://bsky.app/profile/phparch.com Discord: https://discord.phparch.com Subscribe to our magazine: https://www.phparch.com/subscribe/ Host: Eric Van Johnson X: @shocm Mastodon: @eric@phparch.social Bluesky: @ericvanjohnson.bsky.social John Congdon X: @johncongdon Mastodon: @john@phparch.social Bluesky: @johncongdon.bsky.social Streams: Youtube Channel Twitch Partner This podcast is made a little better thanks to our partners Displace Infrastructure Management, Simplified Automate Kubernetes deployments across any cloud provider or bare metal with a single command. Deploy, manage, and scale your infrastructure with ease. https://displace.tech/ PHPScore Put Your Technical Debt on Autopay with PHPScore Honeybadger.io Honeybadger helps you deploy with confidence and be your team's DevOps hero by combining error, uptime, and performance monitoring in one simple platform. Check it out at honeybadger.io Music Provided by Epidemic Sound https://www.epidemicsound.com/er helps you deploy with confidence and be your team's DevOps hero by combining error, uptime, and performance monitoring in one simple platform. Check it out at honeybadger.io Epidemic Sound https://www.epidemicsound.com/ The post The PHP Podcast 2025.12.18 appeared first on PHP Architect.

Welcome to AI Unraveled (December 19, 2025): Your daily strategic briefing on the business impact of artificial intelligence.The "Prompt Engineer" bubble has burst. As we approach 2026, the era of paying six figures for "interaction fluency" is over, replaced by a violent correction in the AI labor market. In today's strategic briefing, we unpack The "Cyborg" Talent Strategy—a radical restructuring of how enterprises hire for the AI age.We dive deep into why flagship models like Gemini 3.0 have become structurally "lazy" and "sycophantic," rendering the "AI Enthusiast" hire dangerous. We introduce the two critical roles you must recruit now: the Forensic Reviewer (who audits AI lies) and the Integration Architect (the "Maestro" who manages agent swarms).Key Topics:The Executive Summary: Why the "Prompt Engineer" is obsolete and why the "Enthusiast" is a liability.The Technical Crisis: Understanding Gemini 3.0's "Laziness," "Sycophancy," and "Evaluation Paranoia."The Strategy Shift: Moving from "Human-in-the-Loop" (Bottleneck) to "Human-on-the-Loop" (Air Traffic Control).Role Deep Dive: The Forensic Reviewer—recruiting for "Trust Zero" and hallucination scrubbing.Role Deep Dive: The Integration Architect (Maestro)—orchestrating RAG, context windows, and MCP servers.The "Cyborg" Interview: The exact questions to ask to test for skepticism and architectural discipline.Governance: ISO 42001 and the infrastructure of trust.Keywords: Cyborg Talent Strategy, Prompt Engineering Dead, Gemini 3.0 Laziness, Forensic Reviewer, Integration Architect, AI Maestro, ISO 42001, AI Sycophancy, Human-on-the-loop, AI Recruitment 2026, Etienne NoumenSource: https://djamgatech.com/wp-content/uploads/2025/12/AI-Hiring-Strategy_-Skeptics-Over-Evangelists.pdfHost Connection & Engagement:Connect with Etienne: https://www.linkedin.com/in/enoumen/Advertise on AI Unraveled and reach C-Suite Executives directly: Secure Your Mid-Roll Spot here: https://forms.gle/Yqk7nBtAQYKtryvM6

Welcome to AI Unraveled (December 19, 2025): Your daily strategic briefing on the business impact of artificial intelligence.Listen at https://podcasts.apple.com/us/podcast/ai-daily-news-rundown-and-what-it-means-for-your/id1684415169?i=1000742031008Key Topics:

If you’re curious as to what Ethan and Holly have in store for 2026, they give you a sneak peak on today’s episode. Hint: Some of these topics might include letters like B, G, P, Q, o, S, A and I.  They also take time in this episode to answer listener questions, ranging from how... Read more »

In this last episode of the special AI mini-series, we now explore the human side of transformation, where technology meets purpose and people remain at the center. From future jobs and critical thinking to working with C-level leaders, how human intervention and high-quality data drive success in an AI-powered world.This week Dave, Esmee , Rob sit down with Johanna Hutchinson, CDO at BAE systems about why data matters, the rise of Sovereign AI, and the skills shaping the intelligence age. TLDR00:55 Introduction of Johanna Hutchinson02:09 Explaining the State of AI mini-series with Craig06:01 Conversation with Johanna34:20 Weaving today's data tapestries with AI40:20 Going to a rave GuestJohanna Hutchinson: https://www.linkedin.com/in/johanna-hutchinson-95b95568/ HostsDave Chapman: https://www.linkedin.com/in/chapmandr/Esmee van de Giessen: https://www.linkedin.com/in/esmeevandegiessen/Rob Kernahan: https://www.linkedin.com/in/rob-kernahan/with co-host Craig Suckling: https://www.linkedin.com/in/craigsuckling/ProductionMarcel van der Burg: https://www.linkedin.com/in/marcel-vd-burg/Dave Chapman: https://www.linkedin.com/in/chapmandr/ SoundBen Corbett: https://www.linkedin.com/in/ben-corbett-3b6a11135/Louis Corbett:  https://www.linkedin.com/in/louis-corbett-087250264/ 'Cloud Realities' is an original podcast from Capgemini

Tooltips (Tüddelkrams) für Container, Kubernetes und Lets Encrypt/ACME mit Felix, Moritz und Volkmar vom FOCUS ON: DevOps Podcast.Im Engineering-Kiosk-Adventskalender 2025 sprechen befreundete Podcaster⋅innen und wir selbst, Andy und Wolfi, jeden Tag kurz & knackig innerhalb weniger Minuten über ein interessantes Tech-Thema.Unsere aktuellen Werbepartner findest du auf https://engineeringkiosk.dev/partnersDas schnelle Feedback zur Episode:

Welcome to AI Unraveled (December 18, 2025): Your daily strategic briefing on the business impact of artificial intelligence.In this special edition of AI Unraveled, we conduct a forensic accounting of the "Vibe Shift" hitting the tech world in Q4 2025. Based on an exhaustive analysis of thousands of developer discussions across Reddit and X, we explore the rising sentiment of "AI Fatigue."This isn't about boredom—it is a militant reaction to technical regression. We break down the "Hype-Utility Gap," the widespread complaints about Gemini 3.0 and Claude 4.5 becoming "lazy" (refusing to write code), and the invasive rise of corporate AI surveillance. We also discuss the "VRAM Crisis" creating a class divide among developers and the pragmatic roadmap for surviving the "Slop Era."Key Topics:The Executive Summary: Why the "Generative Boom" has turned into the "Trough of Exhaustion."Frustration A: The "Hype-Utility Gap"—Why developers are tired of being told tools will replace CEOs when they can't even retain file context.Frustration B: The Degradation Crisis—Why Gemini 3.0 and Claude 4.5 are giving you placeholder comments (// rest of code here) instead of solutions.The Surveillance State: How companies are weaponizing "prompt logs" and "commit velocity" to spy on workers.The VRAM Class Divide: The "Memory Vacuum" that separates the haves from the have-nots.[16:30] The Take: Moving to the "Cyborg Workflow"—Treating AI like a junior intern, not a god.Keywords: AI Fatigue, Gemini 3.0 Pro, Claude 4.5 Sonnet, Model Collapse, AI Slop, Developer Burnout, Hype-Utility Gap, VRAM Crisis, AI Surveillance, Prompt Engineering, Q4 2025 AI Trends, Etienne NoumenHost Connection & Engagement:Connect with Etienne: https://www.linkedin.com/in/enoumen/Advertise on AI Unraveled and reach C-Suite Executives directly: Secure Your Mid-Roll Spot here: https://forms.gle/Yqk7nBtAQYKtryvM6

Welcome to AI Unraveled (December 17, 2025): Your daily strategic briefing on the business impact of artificial intelligence.Today on the AI Daily News Rundown, the capital wars heat up as Amazon is reportedly in talks to invest a staggering $10 billion in OpenAI, potentially challenging Microsoft's dominance. We also cover Google's rapid-fire releases: the new Gemini 3 Flash model and an experimental email agent called "CC" that manages your life.Plus, we dive into a critical new study from Google and MIT revealing the hidden pitfalls of multi-agent systems, Databricks raising $4B to power those very agents, and OpenAI's new ChatGPT Images upgrade designed to counter "Nano Banana Pro."Listen at https://podcasts.apple.com/us/podcast/ai-daily-news-rundown-and-its-impact-on-you-amazon/id1684415169?i=1000741764952Key Topics:

Welcome to AI Unraveled (December 18, 2025): Your daily strategic briefing on the business impact of artificial intelligence.Today on the AI Daily News Rundown, the numbers are getting astronomical. We break down reports that OpenAI is seeking $100 billion in funding at a staggering $750 billion valuation, while Amazon is reportedly discussing a $10 billion investment into the ChatGPT maker—a potential massive pivot from their Anthropic strategy.We also cover the official launch of the ChatGPT App Store, Google's lightning-fast Gemini 3 Flash, and China's advancement on its national AI "Manhattan Project." Plus, we look at new tools from Alibaba, Meta, and xAI, and discuss why Stanford experts are calling 2026 the "Year of Reckoning."Listen at https://podcasts.apple.com/us/podcast/ai-daily-news-rundown-the-trillion-dollar-race/id1684415169?i=1000741881593Key Topics:

Ned Bellavance and Kyler Middleton are joined by Rachel Stephens, Research Director at RedMonk, to discuss the state of DevOps and the impact of AI. They explore the distinction between developer productivity and development productivity, underlined by a DORA report finding that while AI dramatically boosts individual developer productivity, it often fails to improve overall... Read more »

In this episode, Benjamin Brial, CEO and co-founder of Cycloid, speaks with host Sriram Panyam about internal developer platforms (IDPs) and internal developer portals. The conversation explores how these platforms address the growing challenges of DevOps scalability, multi-cloud complexity, and cloud waste, all of which organizations face as they grow. Benjamin begins by framing the core problems that IDPs solve: DevOps struggling to scale beyond small teams, the complexity of managing hybrid environments across on-premises, public cloud, and private cloud infrastructure, and the significant issue of cloud waste (averaging 35-45% according to major analysts). IDPs can serve as a bridge between DevOps teams and developers, providing access to tools, cloud resources, and automation for users who aren't DevOps or cloud experts. The technical discussion covers essential IDP components including service catalogs, versioning engines, platform orchestration, asset inventory, and FinOps/GreenOps modules. The episode concludes with Benjamin's practical advice: organizations should focus on understanding their specific pain points rather than following market trends, starting with simple use cases such as landing zones before building complex solutions, and adopt a GitOps-first approach as the foundation for any IDP implementation. Brought to you by IEEE Computer Society and IEEE Software magazine.

Ned Bellavance and Kyler Middleton are joined by Rachel Stephens, Research Director at RedMonk, to discuss the state of DevOps and the impact of AI. They explore the distinction between developer productivity and development productivity, underlined by a DORA report finding that while AI dramatically boosts individual developer productivity, it often fails to improve overall... Read more »

Ned Bellavance and Kyler Middleton are joined by Rachel Stephens, Research Director at RedMonk, to discuss the state of DevOps and the impact of AI. They explore the distinction between developer productivity and development productivity, underlined by a DORA report finding that while AI dramatically boosts individual developer productivity, it often fails to improve overall... Read more »

Enterprises are racing to deploy AI services, but the teams responsible for running them in production are seeing familiar problems reemerge—most notably, silos between data scientists and operations teams, reminiscent of the old DevOps divide. In a discussion recorded at AWS re:Invent 2025, IBM's Thanos Matzanas and Martin Fuentes argue that the challenge isn't new technology but repeating organizational patterns. As data teams move from internal projects to revenue-critical, customer-facing applications, they face new pressures around reliability, observability, and accountability.The speakers stress that many existing observability and governance practices still apply. Standard metrics, KPIs, SLOs, access controls, and audit logs remain essential foundations, even as AI introduces non-determinism and a heavier reliance on human feedback to assess quality. Tools like OpenTelemetry provide common ground, but culture matters more than tooling.Both emphasize starting with business value and breaking down silos early by involving data teams in production discussions. Rather than replacing observability professionals, AI should augment human expertise, especially in critical systems where trust, safety, and compliance are paramount.Learn more from The New Stack about enabling AI with silos: Are Your AI Co-Pilots Trapping Data in Isolated Silos?Break the AI Gridlock at the Intersection of Velocity and TrustTaming AI Observability: Control Is the Key to SuccessJoin 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.

Faisal Mushtaq is a technology executive, entrepreneur, angel investor, and founder best known as the Founder & CEO of TechCon Global, the organization behind TechCon SoCal — a fast-growing innovation and investment conference in San Diego that connects entrepreneurs, investors, corporates, and tech leaders.He has over 20 years of leadership experience in tech, including senior roles in digital transformation, product scaling, and global R&D for major companies. Before founding TechCon, he served in executive positions such as CTO at Sleep Number Corporation (leading innovation and AI-based platforms) and held leadership roles in cloud, DevOps, and tech strategy for global firms.

Cloud Posse holds LIVE "Office Hours" every Wednesday to answer questions on all things related to AWS, DevOps, Terraform, Kubernetes, CI/CD. Register at https://cloudposse.com/office-hoursSupport the show

The State of Presales and Demo Technologies, and What's Coming in 2026 In this episode, Jack Cochran and Matthew James are joined by Justin McDonald, Co-founder and CEO of Saleo, to discuss how demo automation technology is transforming the presales landscape. They explore the evolution of presales over the past 20 years, the hidden costs of demo preparation (the "demo tax"), and how AI is revolutionizing how solutions engineers create and personalize demonstrations. Justin shares insights on building relational capital, the importance of in-person meetings, and why the future of presales lies in leveraging technology to spend more quality time with buyers. Thank you to Saleo for sponsoring this episode! Visit Saleo.io to learn more. Follow Us Connect with Jack Cochran: https://www.linkedin.com/in/jackcochran/ Connect with Matthew James: https://www.linkedin.com/in/matthewyoungjames/ Connect with Justin McDonald: https://www.linkedin.com/in/justin-mcdonald-21a3aa6/  Links and Resources Mentioned Join Presales Collective Slack: https://www.presalescollective.com/slack Saleo: https://saleo.io/ Mockaroo (dummy data generator): https://mockaroo.com/ Timestamps 00:00 Welcome 04:24 How has presales evolved over 20 years 09:20 Demo tax 13:37 The importance of in-person meetings 15:55 Breaking down the demo tax components 24:47 AI and Demo Data Agents 26:42 Trends reshaping presales in 2026 Key Topics Covered The Evolution of Presales Technology From manual data creation with tools like Mockaroo to automated demo environments The rise of presales as a respected profession with executive leadership Shift from multi-week prep and constant travel to efficient Zoom-based demos The Demo Prep Tax Multiple departments impacted: DevOps, product, engineering, and SEs Hard dollar costs: hosting demo tenants can cost millions at scale Demo data degradation: perfectly prepared demos degrade over time SE time is expensive, and hours spent on manual data preparation adds up Building Relational Capital Only 17% of sales time is spent with buyers (even less for presales) In-person interactions unlock opportunities that Zoom calls cannot EQ and relationship-building will separate good from great in the age of AI AI-Powered Demo Automation Demo Data Agent: generates personalized demo data with a single prompt Token-based customization for industry, vertical, and use case adaptation Data injection technology allows real-time demo personalization The Future of Presales AI will expand automation across the entire sales cycle Agentic and asynchronous AI tools will support SEs 24/7 SEs won't be replaced, their time will be used differently The demo data is the story: great storytelling requires great demo data  

Welcome back to the Point Cybersecurity Podcast! On this week's episode, Rachael Lyon and Jonathan Knepher are joined by a very special guest, Matt Lea, the creator of Cloud War Games. Matt Lea shares his unique journey in cybersecurity, beginning with hacking video games as a sixth grader and evolving into a career helping startups and cloud professionals prepare for real-world outages and cyber incidents. Together, they dive into the high stakes world of cloud incident response—discussing everything from the importance of collaborative problem-solving and building muscle memory for incident management, to the risks of data silos and the dangers of single points of failure within engineering teams. Matt Lea also sheds light on trends in cloud security, the rise of AI agents (and their pitfalls), and best practices for managing credentials, technical debt, and multi-cloud strategies. Whether you're curious about cloud-based cyber "war games," learning how to empower your junior engineers, or concerned about the evolving threats posed by agentic AI, this episode offers invaluable insights from the frontline of cybersecurity. Don't miss their stories, practical advice, and a dose of humor as they navigate the fast-changing digital landscape. For links and resources discussed in this episode, please visit our show notes at https://www.forcepoint.com/govpodcast/e363

Kat is the Head of Developer Advocacy at Minimus, focused on the growth and nurturing of open source through authentic contribution. In particular, her specialties are approachable 101-level content and deep dives on the history of technology, with a focus on DevOps and cloud native. She was the Kubernetes Release Lead for 1.30 Uwubernetes, and currently serves as a member of the Kubernetes Steering Committee, the Release Team Subproject Lead, and a SIG Docs Tech Lead.When she's not at a conference, she spends her time playing video games, watching horror movies, or reading science fiction, but her current hyperfixation is film photography. She lives in Colorado with her cat, Espresso, who is the real brains behind the operation and actually ghostwriting all of her posts.You can find Kat on the following sites:BlueskyLinktreeHere are some links provided by Kat:MinimusPLEASE SUBSCRIBE TO THE PODCASTSpotifyApple PodcastsYouTube MusicAmazon MusicRSS FeedYou can check out more episodes of Coffee and Open Source on https://www.coffeeandopensource.comCoffee and Open Source is hosted by Isaac Levin

AWS Morning Brief for the week of December 15th, with Corey Quinn. Links:Exploring the new AWS European Sovereign Cloud: Sovereign Reference FrameworkNow generally available: Amazon EC2 C8gb instancesAmazon CloudWatch SDK supports optimized JSON, CBOR protocolsBuilding national foundation modelsNew report: Cloud “fundamental” for European national security and defenseAI Increased Productivity? Consider Hiring More Developers!IAM Policy Autopilot: An open-source tool that brings IAM policy expertise to builders and AI coding assistantsAWS and Google Cloud collaborate to simplify multicloud networkingExploring Optimize CPU feature on Amazon RDS for SQL ServerPrometheus MCP Server: AI-Driven Monitoring Intelligence for AWS Users

Why do so many AI rollouts stall right after the tools ship?In this episode of Alexa's Input (AI), Alexa talks with Melissa Reeve, author of the book Hyper Adaptive: Rewiring the Enterprise to Become AI Native, about what it actually takes to get AI adopted in large organizations.Melissa shares how her background in lean, Agile, and DevOps transformation shaped her view that AI adoption is less about “buying the tool” and more about rewiring how work happens. Together, they break down why many AI initiatives fail (and why ROI is slow), the FOCUS framework, the “AI time paradox,” and how support structures like AI activation hubs, social learning, and better success metrics can raise quality and accelerate impact.A must-listen for engineering leaders, product teams, and executives trying to move beyond pilots and turn AI into real operational leverage.Learn more about Melissa and Hyper Adaptive below.LinksWatch: ⁠⁠⁠https://www.youtube.com/@alexa_griffith⁠⁠⁠Read: ⁠⁠⁠⁠⁠https://alexasinput.substack.com/⁠⁠⁠⁠⁠Listen:⁠ https://creators.spotify.com/pod/profile/alexagriffith/⁠More: ⁠⁠⁠https://linktr.ee/alexagriffith⁠⁠⁠Website: ⁠⁠⁠https://alexagriffith.com/⁠⁠⁠LinkedIn: ⁠⁠⁠https://www.linkedin.com/in/alexa-griffith/⁠⁠⁠Find out more about the guest at:LinkedIn: https://www.linkedin.com/in/melissamreeve/Book: https://itrevolution.com/product/hyperadaptive/KeywordsAI adoption, enterprise transformation, Hyper Adaptive model, organizational change, DevOps, Lean, Agile, AI integration, customer-centricity, innovation accounting, social learningChapters00:00 Introduction to AI Adoption in Enterprises03:00 Melissa's Journey and the Foundation of AI Thinking06:06 The Analogy of DevOps and AI Implementation08:47 Cultural Shifts vs. Tooling in AI Adoption11:49 The Hyper Adaptive Model for AI Integration14:48 Sociology of Workflows and Organizational Change17:49 Understanding AI Initiative Failures21:00 Customer Centricity in AI Solutions23:58 The AI Time Paradox and Learning26:58 AI Activation Hubs and Their Role30:54 The Role of Human Oversight in AI Automation34:03 Incentivizing AI Engagement in Organizations35:59 Social Learning and AI: The Power of Collaboration40:57 Practical Applications of AI in Daily Life44:44 Quality vs. Productivity: The AI Dilemma46:13 The Focus Framework: Prioritizing AI Use Cases48:23 Influencing AI Adoption in Organizations51:07 The Future of Hyper Adaptive Organizations55:08 Decision-Making in the Age of AI57:37 Key Takeaways for Leaders in the AI Revolution

Moutia Khatiri serves as Global CTO for Online & Omnisales at L'Oréal Groupe, a tech accelerator, bringing extensive expertise as a technical architect and cloud computing specialist. With years of cross-industry experience, he has established himself as a DevOps authority and innovation leader. His diverse sectoral background provides him with unique insights into technology implementation across various business environments. As a passionate technologist, he focuses on accelerating digital transformation through cutting-edge cloud solutions and architectural excellence. His role involves driving technical strategy and fostering innovation in the rapidly evolving digital landscape. On The Menu:Beauty Tech transformation program launched in 2018-2019.AI products augmenting both employees and consumer experiences.Virtual try-on technology developed with ModiFace startup. Data governance crucial for maintaining quality and trustQuantum computing poised to revolutionize model trainingGenerative AI still at beginning of transformation waveTechnical architects evolving role in the AI era

В този епизод на Ratio Weekly разглеждаме колко изобретателна може да бъде природата — и колко креативни се налага да стават учените, за да я разберат и опазят. Ще отидем до блатата на Флорида, където екологичната криза с инвазивните бирмански питони е довела до създаването на необичаен научен инструмент: плюшени „робо-зайци“, които имитират топлина, движение и дори миризма, за да примамват едни от най-трудно откриваемите хищници в САЩ. Ще се пренесем и в света на медицинските загадки с историята на рядка, но изключително опасна алергия към червено месо, отключвана от ухапване от кърлеж. Разглеждаме как една малка молекула може да обърне живота на човек и защо този синдром често остава неразпознат, докато не доведе до сериозни последствия. Накрая стигаме до суровото крайбрежие на Намибия, където шепа пустинни лъвове са пренаписали правилата на оцеляването, изоставяйки традиционния си лов, за да се превърнат в единствените в света морски лъвове — хищници, които ловуват тюлени по бреговете на Атлантическия океан. Ако сте софтуерен или DevOps инженер имайте предвид, че StorPool търсят хора за техния екип. Отворените позиции са няколко и можете да ги намерите на storpool.com/force В епизодите на Ratio Weekly, нашата импровизирана научна новинарска емисия, молекулярният биолог Никола Кереков в компанията на харизматичния водещ Петко Желязов ви представят най-новите открития и най-любопитните постижения в сферата на науката, технологиите и медицината от изминалата седмица. В тази мини-серия на Ratio Podcast говорим за неща като това как да общуваме ефективно с котките, защо китовете се самоубиват и какво живее на Венера. Това е една от шестте серии на Ratio Podcast – един подкаст за любопитни хора. С негова помощ ще си сверите часовника за всичко най-ново в света на науката и културата и ще чуете неформални разговори, свързани или вдъхновени от наука. Можете да ни слушате тук, през RSS, в Stitcher, iTunes, Spotify и SoundCloud. === Ако това, което правим, ви харесва, вижте как можете да подкрепите Ratio тук: ratio.bg/support

In this CPQ Podcast episode, Frank talks with Max from Prodly about the shift from Salesforce CPQ to Revenue Cloud Advanced (now Agentforce Revenue Management, ARM) and what it really takes to manage that transition successfully. They look at how Salesforce is moving customers to ARM, why this is not a simple upgrade but a separate implementation project, and what that means for CPQ teams, partners, and customers. Max reflects on the early Steelbrick days and how it helped democratize CPQ, his path from engineer and product manager to founder, and why he had to learn marketing, sales, and go-to-market the hard way. He also shares a few personal stories, including a 48-hour round-trip flight to Munich for a four-hour meeting, and his view on the coming agentic revolution in enterprise software. You'll also hear how Prodly has grown into an Application Lifecycle Management (ALM) / DevOps platform for Salesforce with ~35–40 employees and a global, mostly North American, customer base. Max explains how Prodly helps larger organizations automate complex CPQ and quote-to-cash deployments (configuration, price rules, discount schedules, install base data, etc.), and why one of their biggest differentiators is that the platform is not limited to CPQ—it also supports use cases like field service, e-commerce, and rebate management. Today, Prodly works with any CPQ solution built on the Salesforce platform, with plans to expand beyond Salesforce in the future. Topics covered: Salesforce CPQ, Revenue Cloud Advanced, Agentforce Revenue Management (ARM), CPQ migration strategy, Salesforce DevOps, application lifecycle management (ALM), Prodly, Steelbrick, quote-to-cash, agentic revolution in enterprise software.

What does it actually take to move machine learning from experiments into production reliably, responsibly, and at scale?In this episode of Alexa's Input (AI), Alexa talks with Maria Vechtomova, co-founder of Marvelous MLOps and an O'Reilly author-in-progress on MLOps with Databricks. Maria shares how her background in data science led her into MLOps, and why most teams struggle not because of tools, but because of missing processes, traceability, and shared understanding across teams.Alexa and Maria dive into what separates good MLOps from fragile deployments, why shipping notebooks as “production” creates long-term pain, and how traceability across code, data, and environment forms the foundation for reliable ML systems. They also explore how LLM applications are reshaping MLOps tooling, and where the biggest skill gaps still exist between platform, data, and AI engineers.A must-listen for anyone building, operating, or scaling machine learning systems and for teams trying to make MLOps less magical and more marvelous.Learn more about Marvelous MLOps and Maria's work below.LinksWatch: ⁠⁠https://www.youtube.com/@alexa_griffith⁠⁠Read: ⁠⁠⁠⁠https://alexasinput.substack.com/⁠⁠⁠⁠Listen: https://creators.spotify.com/pod/profile/alexagriffith/More: ⁠⁠https://linktr.ee/alexagriffith⁠⁠Website: ⁠⁠https://alexagriffith.com/⁠⁠LinkedIn: ⁠⁠https://www.linkedin.com/in/alexa-griffith/⁠⁠Find out more about the guest at:LinkedIn: https://www.linkedin.com/in/maria-vechtomova/TakeawaysMaria started as a data analyst and transitioned into MLOps.She emphasizes the importance of tracking data, code, and environment in MLOps.MLOps is a practice to bring machine learning models to production reliably.Good deployment processes require modular code and proper tracking.MLOps differs from DevOps due to the complexities of data and model drift.Education is crucial for bridging gaps between teams in AI.Small steps can lead to better MLOps practices.Scaling MLOps requires understanding the unique data of different brands.The rise of LLMs is changing the MLOps landscape.Effective teaching methods involve step-by-step guidance.Chapters00:00 Introduction to MLOps and Maria's Journey02:11 Maria's Path to MLOps and Knowledge Sharing04:41 The Importance of MLOps in AI Deployments10:12 Defining MLOps and Its Challenges11:38 MLOps vs. DevOps: Key Differences13:00 Overcoming Stagnation in MLOps16:04 Small Steps Towards Better MLOps Practices19:29 Scaling MLOps in Large Organizations21:58 The Impact of LLMs on MLOps23:58 The Shift from Traditional ML to AI Applications26:51 Evolving Roles in AI Engineering28:33 Databricks: A Comprehensive AI Platform31:45 Future of AI Platforms and Regulations34:26 Bridging Skill Gaps in AI Teams38:42 The Importance of Context in AI Development40:40 Foundational Skills for MLOps Professionals45:43 Integrating Personal Passions with Professional Growth47:30 Building Impactful AI Communities

This week, we discuss how Netflix is disrupting media, IBM's Confluent acquisition, and Anthropic buying Bun. Plus, an important discussion on fonts and typography. Watch the YouTube Live Recording of Episode (https://www.youtube.com/live/nNpiI00HPDg?si=s_G3zr_Z8yPvGNbB) 550 (https://www.youtube.com/live/nNpiI00HPDg?si=s_G3zr_Z8yPvGNbB) Runner-up Titles Blame the children I never liked that font No emojis, this is business time Mahalo You need a Chief Economist On the cutlery tray Rundown Rubio Deletes Calibri as the State Department's Official Typeface (https://www.nytimes.com/2025/12/09/us/politics/rubio-state-department-font.html?smid=nytcore-ios-share) Cartridge (https://www.fontspring.com/fonts/simplebits/cartridge) Source Code Pro (https://adobe-fonts.github.io/source-code-pro/) It's Official: Netflix to Acquire Warner Bros. in Deal Valued at $82.7 Billion (https://www.hollywoodreporter.com/business/business-news/netflix-warner-bros-deal-hollywood-1236443081/) Confluent stock soars 29% as IBM announces $11 billion acquisition deal (https://www.cnbc.com/2025/12/08/ibm-confluent-deal-data.html) Bun is joining Anthropic (https://bun.com/blog/bun-joins-anthropic?utm_source=changelog-news) Claude Code is coming to Slack, and that's a bigger deal than it sounds (https://techcrunch.com/2025/12/08/claude-code-is-coming-to-slack-and-thats-a-bigger-deal-than-it-sounds/) OpenAI enterprise usage study (https://cote.io/2025/12/10/highlights-from-that-openai-the.html). Relevant to your Interests Antigravity Is Google's New Agentic Development Platform (https://thenewstack.io/antigravity-is-googles-new-agentic-development-platform/) Amazon CTO Werner Vogels' Predictions for 2026 (https://thenewstack.io/amazon-cto-werner-vogels-predictions-for-2026/) ‘End-to-end encrypted' smart toilet camera is not actually end-to-end encrypted (https://techcrunch.com/2025/12/03/end-to-end-encrypted-smart-toilet-camera-is-not-actually-end-to-end-encrypted/) AWS AI IDE, AgentCore throw down gauntlets for Microsoft (https://www.techtarget.com/searchsoftwarequality/news/366635669/AWS-AI-IDE-AgentCore-throw-down-gauntlets-for-Microsoft) Admins and defenders gird themselves against maximum-severity server vuln (https://arstechnica.com/security/2025/12/admins-and-defenders-gird-themselves-against-maximum-severity-server-vulnerability/) Andy Jassy says Amazon's Nvidia competitor chip is already a multibillion-dollar business (https://techcrunch.com/2025/12/03/andy-jassy-says-amazons-nvidia-competitor-chip-is-already-a-multi-billion-dollar-business/) 52 things I learned in 2025 (https://medium.com/@tomwhitwell/52-things-i-learned-in-2025-edeca7e3fdd8) State of AI | OpenRouter (https://openrouter.ai/state-of-ai) Microsoft has a problem: nobody wants its poor AI products (https://www.windowscentral.com/artificial-intelligence/microsoft-has-a-problem-nobody-wants-to-buy-or-use-its-shoddy-ai) DHH & Open Source (https://ma.tt/2025/12/dhh-open-source/) Gruber: Apple employees 'giddy' about Alan Dye's departure - 9to5Mac (https://9to5mac.com/2025/12/04/gruber-apple-employees-giddy-about-alan-dyes-departure/) Apple announces (https://www.cnbc.com/2025/12/04/apple-announces-departure-lisa-jackson-kate-adams.html) the (https://www.cnbc.com/2025/12/04/apple-announces-departure-lisa-jackson-kate-adams.html) departure of general counsel and policy chief (https://www.cnbc.com/2025/12/04/apple-announces-departure-lisa-jackson-kate-adams.html) Nonsense All of the Men's Clothing We Loved (and Didn't) From Costco's Kirkland Signature (https://www.nytimes.com/wirecutter/reviews/costco-kirkland-signature-menswear/) Conferences cfgmgmtcamp 2026 (https://cfgmgmtcamp.org/ghent2026/), February 2nd to 4th, Ghent, BE. Coté speaking and doing live SDI (https://www.softwaredefinedinterviews.com) with John Willis. DevOpsDayLA at SCALE23x (https://www.socallinuxexpo.org/scale/23x), March 6th, Pasadena, CA Use code: DEVOP for 50% off. Devnexus 2026 (https://devnexus.com), March 4th to 6th, Atlanta, GA. Whole bunch of VMUGs, mostly in the US. The CFPs are open (https://app.sessionboard.com/submit/vmug-call-for-content-2026/ae1c7013-8b85-427c-9c21-7d35f8701bbe?utm_campaign=5766542-VMUG%20Voice&utm_medium=email&_hsenc=p2ANqtz-_YREN7dr6p3KSQPYkFSN5K85A-pIVYZ03ZhKZOV0O3t3h0XHdDHethhx5O8gBFguyT5mZ3n3q-ZnPKvjllFXYfWV3thg&_hsmi=393690000&utm_content=393685389&utm_source=hs_email), go speak at them! Coté speaking in Amsterdam. Amsterdam (March 17-19, 2026), Minneapolis (April 7-9, 2026), Toronto (May 12-14, 2026), Dallas (June 9-11, 2026), Orlando (October 20-22, 2026) 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: Short Power Extension Cord Outlet Saver (https://www.amazon.com/dp/B07H9MCTGL?ref=ppx_yo2ov_dt_b_fed_asin_title&th=1) Matt: Everything is Tuberculosis (https://en.wikipedia.org/wiki/Everything_Is_Tuberculosis) Octopus Project - Music is Happiness (https://www.youtube.com/watch?v=W6y5hisXx7s) Coté: The Octopus Organization (https://www.theoctopusorganization.com). 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 This week on the PHP Podcast, Eric, Sara, and John talk about Clamp, Preloading, NativePHP v2, the end of Fleet, Waymo Cars DDOS, and more… Links from the show: PHP: rfc:clamp_v2 PHP: Preloading – Manual Changelog – NativePHP mobile v2 – NativePHP NativePHP mobile – What is EDGE? The Future of Fleet | The Fleet Blog Floor796 PHP Tek 2026 – The Premier PHP Conference pranking waymo cars – YouTube PHP: rfc:partial_function_application_v2 Shai Hulud 2.0 Strikes Again: Malware Supply-Chain Attack Hits Zapier & ENS Domains https://react.dev/blog/2025/12/03/critical-security-vulnerability-in-react-server-components The PHP Podcast streams the recording of this podcast live, typically every Thursday at 3 PM PT. Come join us and subscribe to our YouTube channel. X: https://x.com/phparch Mastodon: https://phparch.social/@phparch Bluesky: https://bsky.app/profile/phparch.com Discord: https://discord.phparch.com Subscribe to our magazine: https://www.phparch.com/subscribe/ Host: Eric Van Johnson X: @shocm Mastodon: @eric@phparch.social Bluesky: @ericvanjohnson.bsky.social John Congdon X: @johncongdon Mastodon: @john@phparch.social Bluesky: @johncongdon.bsky.social Streams: Youtube Channel Twitch Partner This podcast is made a little better thanks to our partners Displace Infrastructure Management, Simplified Automate Kubernetes deployments across any cloud provider or bare metal with a single command. Deploy, manage, and scale your infrastructure with ease. https://displace.tech/ PHPScore Put Your Technical Debt on Autopay with PHPScore Honeybadger.io Honeybadger helps you deploy with confidence and be your team's DevOps hero by combining error, uptime, and performance monitoring in one simple platform. Check it out at honeybadger.io Music Provided by Epidemic Sound https://www.epidemicsound.com/er helps you deploy with confidence and be your team's DevOps hero by combining error, uptime, and performance monitoring in one simple platform. Check it out at honeybadger.io Epidemic Sound https://www.epidemicsound.com/ The post The PHP Podcast 2025.12.11 appeared first on PHP Architect.

Все меняется, а люди нужны быть не перестали. Вместе с Андреем Колесниковым, тимлидом в департаменте разработки Core Platform в AvitoTech обсуждаем рынок DevOps, образование в этой сфере и тонкую тему сертификаций. Именно об этом наш 338-й подкаст The Art of Programming — «DevOps образование, найм и сертификация». Телеграм AvitoTech Подкаст «В SREду на кухне» Обучение и сертификация в Yandex Cloud State of DevOps Russia 2025 Участники @golodnyj Андрей Колесников Telegram канал VK группа Яндекс Музыка iTunes подкаст Поддержи подкаст

Corey Quinn reconnects with Keith Townsend, founder of The CTO Advisor, for a candid conversation about the massive gap between AI hype and enterprise reality. Keith shares why a biopharma company gave Microsoft Copilot a hard no, and why AI has genuinely 10x'd his personal productivity while Fortune 500 companies treat it like radioactive material. From building apps with Cursor to watching enterprises freeze in fear of being the next AI disaster in the news, Keith and Corey dig into why the tools transforming solo founders and small teams are dead on arrival in the enterprise, and what it'll actually take to bridge that gap.About Keith TownsendKeith Townsend is an enterprise technologist and founder of The Advisor Bench LLC, where he helps major IT vendors refine their go-to-market strategies through practitioner-driven insights from CIOs, CTOs, and enterprise architects. Known as “The CTO Advisor,” Keith blends deep expertise in IT infrastructure, AI, and cloud with a talent for translating complex technology into clear business strategy.With more than 20 years of experience, including roles as a systems engineer, enterprise architect, and PwC consultant, Keith has advised clients such as HPE, Google Cloud, Adobe, Intel, and AWS. His content series, 100 Days of AI and CloudEveryday.dev, provide practical, plainspoken guidance for IT leaders. A frequent speaker at VMware Explore, Interop, and Tech Field Day, Keith is a trusted voice on cloud and infrastructure transformation.Show Highlights(01:25) Life After the Futurum Group Acquisition(03:56) Building Apps You're Not Qualified to Build with Cursor(05:45)Creating an AI-Powered RSS Reader(09:01) Why AI is Great at Language But Not Intelligence(11:39) Are You Looking for Advice or Just Validation?(13:49) Why Startups Can Risk AI Disasters and AWS Can't(17:28) You Can't Outsource Responsibility(19:52) Business Users Are Scared of AI Too(23:00) LinkedIn's AI Writing Tool Misses the Point(26:42) Private AI is Starting to Look Appealing(29:00) Never Going Back to Pre-AI Development(34:27) AI for Jobs You'd Never Hire Someone to Do(39:09) Where to Find Keith and Closing ThoughtsLinksThe CTO Advisor:  https://thectoadvisor.comSponsor: https://www.sumologic.com/solutions/dojo-aihttps://wiz.io/crying-out-cloud

AI is transforming software development—redefining roles, creativity, and community, while challenging developers to embrace ambiguity, orchestrate specialized agents, and stay human through empathy and curiosity. Will AI make developers more creative, or will we forget how the machine really works under the hood?This week Dave, Esmee , Rob sit down with Scott Hanselman, VP Developer Community at Microsoft for a wildly energetic, deeply human, and brilliantly practical conversation about how AI is reshaping software development and what that means for creativity, careers, and all industries. TLDR00:30 – Scott Hanselman introduced as a special guest from Microsoft Ignite 2025.02:16 – Scott discusses how AI is fundamentally redesigning all industries.09:50 – Don't anthropomorphize AI, I want the computer from Star Trek!15:30 – Delegation: contrasting the roles of humans and agents.18:30 – The importance of supporting early career growth and learning.26:30 – Why specificity matters in AI and coding.35:30 – Making AI delightful and fun.45:30 – Always put humans first in AI development.46:00 – Each morning I think about lunch. GuestScott Hanselman: https://www.hanselman.com/The Hanselminutes Podcast: https://www.hanselman.com/podcasts with over 1025 podcasts! HostsDave Chapman: https://www.linkedin.com/in/chapmandr/Esmee van de Giessen: https://www.linkedin.com/in/esmeevandegiessen/Rob Kernahan: https://www.linkedin.com/in/rob-kernahan/ ProductionMarcel van der Burg: https://www.linkedin.com/in/marcel-vd-burg/Dave Chapman: https://www.linkedin.com/in/chapmandr/ SoundBen Corbett: https://www.linkedin.com/in/ben-corbett-3b6a11135/Louis Corbett:  https://www.linkedin.com/in/louis-corbett-087250264/ 'Cloud Realities' is an original podcast from Capgemini

Jack sits down to talk all things Salesforce DevOps, open-source, and career development in an AI-forward world with Nicolas Vuillamy. They discuss the often-overlooked reality that DevOps is a mindset, not just a set of buttons to push and Nicolas opens up about the responsibilities of technical leadership. Also discussed are the "threat" and opportunity of AI, and why getting involved in open-source projects might be the single best move you can make for your career. Whether you are a junior developer or an aspiring architect, this conversation offers a roadmap for navigating the complexities of Salesforce in 2026 and beyond.Chapters00:00 Introduction to Open Source and DevOps02:43 The Value of Open Source Collaboration05:13 Journey into Salesforce and Trailhead07:42 Understanding DevOps in Salesforce09:54 SFDX Hardis: A DevOps Tool for Salesforce12:31 Challenges in Salesforce DevOps15:29 The Role of AI in Salesforce18:02 Career Advice for Aspiring Salesforce Professionals20:31 The Importance of Collaboration in Tech23:05 The Evolving Role of a CTO25:56 Predictions for the Future of Salesforce and DevOps

As AI tools and agentic AI become part of how applications are developed, delivered, and managed, application performance monitoring and observability have to adapt. Ned Bellavance sits down with Drew Flowers and Jacob Yackenovich from IBM Instana about where these fields sit today, and the potential impacts of AI. They detail the challenges of application... Read more »

In this year-end episode, William and Eyvonne recap their experiences at AutoCon 4 in Austin, Texas. They discuss the conference’s new multi-track format, including Eyvonne’s presentation in the leadership track on why technical projects fail. The conversation dives into how AI tools like Google Gemini can augment – not replace – human creativity, from research... Read more »

As AI tools and agentic AI become part of how applications are developed, delivered, and managed, application performance monitoring and observability have to adapt. Ned Bellavance sits down with Drew Flowers and Jacob Yackenovich from IBM Instana about where these fields sit today, and the potential impacts of AI. They detail the challenges of application... Read more »

We're thrilled to welcome back Eva Hongyan Gao, Head of Product ESG at AMCS Group, a returning guest (episode 102) and a product leader in B2B SaaS, circular economy, and ESG, for a special episode on using LLMs securely inside the enterprise. Eva joins Matt and Moshe to offer a candid, hands-on look at how AI fits into enterprise toolkits, the challenges of data compliance, and the realities of integrating tools like Microsoft Copilot Studio within strict security frameworks.Eva brings deep experience building for demanding enterprise customers, where success is measured not just by innovation, but by strict ISO, SOC 2, and GDPR compliance. She shares what happens behind the scenes as product leaders and IT teams try to balance innovation, cost, and data protection, sometimes losing sleep over responsible tool usage and ever-climbing AI integration costs.Join Matt, Moshe, and Eva as they explore:Using AI tools in highly regulated, security-conscious B2B enterprise settingsThe compliance process: from ISO and SOC2 to GDPR and internal AI guidelinesWhy Microsoft Copilot is becoming the default LLM in enterprises, and what you still need to watch out forBuilding internal agents and chat interfaces to answer roadmap questions and handle stakeholder requestsLessons learned moving from over-engineered platforms to simpler, compliant AI toolsCreative AI workflows, including removing branded assets between Copilot and Figma and orchestrating information for various departmentsThe ongoing struggle: data redaction, internal transparency, and the limits of controlling generative modelsLLM orchestration: mixing old-school logic with new AI capabilities, and knowing when not to use AISecurity best practices and the importance of a trust-based compliance mindset across the organizationWhat happens when stakeholders use AI tools in ways product never expectedOpportunities for Copilot and DevOps to streamline maintenance, documentation, and stakeholder requestsThe future of AI in sustainability, product management, and business decision-makingAnd much more!Want to connect with Eva or learn more?LinkedIn https://www.linkedin.com/in/evagaodeYou can also connect with us and find more episodes:Product for Product Podcast: http://linkedin.com/company/product-for-product-podcastMatt Green: https://www.linkedin.com/in/mattgreenproductMoshe Mikanovsky: http://www.linkedin.com/in/mikanovskyNote: Any views mentioned in the podcast are the sole views of our hosts and guests, and do not represent the products mentioned in any way.Please leave us a review and feedback ⭐️⭐️⭐️⭐️⭐️

 In this episode, Scott talks with Eric Mann about Kubernetes and how Displace Technologies is making it easier to work with. Links: Our Discord – https://discord.gg/aMTxunVx Buy our shirts – https://store.phparch.com/products/community-corner-podcast-t-shirt Scott’s Social Media: Website – https://scott.keck-warren.com/ Bluesky – https://bsky.app/profile/scottkeckwarren.bsky.social LinkedIn – https://www.linkedin.com/in/scott-keck-warren-91689810/ Mastodon – https://phpc.social/@scottkeckwarren PHP Architect Social Media: X: https://x.com/phparch Mastodon: https://phparch.social/@phparch Bluesky: https://bsky.app/profile/phparch.com Discord: https://discord.phparch.com Subscribe to our magazine: https://www.phparch.com/subscribe/ Partner This podcast is made a little better thanks to our partners. Displace Infrastructure Management, Simplified Automate Kubernetes deployments across any cloud provider or bare metal with a single command. Deploy, manage, and scale your infrastructure with ease. https://displace.tech/ PHPScore Put Your Technical Debt on Autopay with PHPScore https://phpscore.com/ Honeybadger.io Honeybadger helps you deploy with confidence and be your team's DevOps hero by combining error, uptime, and performance monitoring in one simple platform. Check it out at honeybadger.io Music Provided by Epidemic Sound https://www.epidemicsound.com/ The post Community Corner: Kubernetes With Eric Mann appeared first on PHP Architect.

 PHP Architect Social Media: X: https://x.com/phparch Mastodon: https://phparch.social/@phparch Bluesky: https://bsky.app/profile/phparch.com Discord: https://discord.phparch.com Subscribe to our magazine: https://www.phparch.com/subscribe/ Partner This podcast is made a little better thanks to our partners. Displace Infrastructure Management, Simplified Automate Kubernetes deployments across any cloud provider or bare metal with a single command. Deploy, manage, and scale your infrastructure with ease. https://displace.tech/ PHPScore Put Your Technical Debt on Autopay with PHPScore https://phpscore.com/ Honeybadger.io Honeybadger helps you deploy with confidence and be your team's DevOps hero by combining error, uptime, and performance monitoring in one simple platform. Check it out at honeybadger.io Music Provided by Epidemic Sound https://www.epidemicsound.com/ The post PHP Alive and Kicking Episode 20 – Ash Allen appeared first on PHP Architect.

The worlds of IT security and operations are being pulled together and AI is a catalyst that's making it happen. The focus on observability that's been part of the DevOps movement, is playing an important role in improving security effectiveness and Scott Crawford, Mark Ehr and Mike Fratto return to look at how this is happening with host Eric Hanselman. Security teams have always wrestled with making effective use of telemetry data from the infrastructure and applications they are securing. Correlating data from just the security tooling is hard enough, let alone adding operational data to the mix. Security Information and Event Management (SIEM) systems came into existence many years ago specifically to address this problem, but they were complex to configure and operate and needed tending to stay accurate. The volumes of data coming from observability initiatives was promising, but new approaches were required and AI and ML have been key to unlocking that value. Once again, we've hit an opportunity where it's all about the data and getting it to where it can be put to work. The Open Telemetry project simplified data interchange, but the question remained as to where all of this data had to live. It's not practical to get all of the data in one place, but data fabrics and federation can manage access effectively. Better correlation opens the door to many possibilities, including building a single source of truth for IT assets. There's a lot of benefit to bringing security and operations together.   More S&P Global Content: AI for security: Agentic AI will be a focus for security operations in 2025 AI in action: unleashing agentic potential   For S&P Global subscribers: 2026 Trends in Information Security Deal Analysis: Palo Alto Acquires Chronosphere Big Picture Report: 2026 AI Outlook – Unleashing agentic potential   Credits: Host/Author: Eric Hanselman Guests: Scott Crawford, Mark Ehr, Mike Fratto Producer/Editor: Feranmi Adeoshun Published With Assistance From: Sophie Carr, Kyra Smith

AWS Morning Brief for the week of December 8th, with Corey Quinn. Links:Introducing Amazon Route 53 Global Resolver for secure anycast DNS resolution (preview)Introducing AWS Lambda Managed Instances: Serverless simplicity with EC2 flexibilityAWS announces preview of AWS Interconnect - multicloudIntroducing AWS Transform custom: Crush tech debt with AI-powered code modernizationAmazon CloudWatch introduces unified data management and analytics for operations, security, and complianceAmazon EC2 P6e-GB300 UltraServers accelerated by NVIDIA GB300 NVL72 are now generally availableIntroducing AWS AI FactoriesIntroducing AWS DevOps Agent (preview), frontier agent for operational excellenceAmazon S3 Storage Lens adds performance metrics, support for billions of prefixes, and export to S3 TablesBuild multi-step applications and AI workflows with AWS Lambda durable functionsAmazon S3 increases the maximum object size to 50 TBAmazon S3 Tables now offer the Intelligent-Tiering storage classChina-nexus cyber threat groups rapidly exploit React2Shell vulnerability (CVE-2025-55182)Introducing Database Savings Plans for AWS Databases