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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)
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
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 »
Software Engineering Radio - The Podcast for Professional Software Developers
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 »
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
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
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
AI Unraveled: Latest AI News & Trends, Master GPT, Gemini, Generative AI, LLMs, Prompting, GPT Store
Episode Summary: The era of "Vibe Revenue"—valuations built on demos and FOMO—is officially over. In this special episode, we dissect a critical new report on Proving AI ROI Beyond Benchmarks. With OpenAI's GPT-5.2 Pro pricing reaching a staggering $168.00 per million output tokens, the days of treating intelligence as a cheap commodity are gone.We break down the "Great Chasm" facing the C-Suite: the gap between technical capability and actual profit. We also introduce the three defensive metrics you must track in 2026 to survive: Cost Per Successful Outcome (CPSO), Revenue Per Agent (RPA), and Agentic Workflow Displacement Rate (AWDR). Plus, we explain how Composite AI and Intelligent Model Routing can reduce your blended costs by up to 99%.Key Topics:The "Vibe Revenue" Bubble: Why 2025's "Gold Rush" mentality is crashing into economic reality.The GPT-5.2 Shock: Analysis of the "Pro" model pricing ($21 input / $168 output) and why it kills "vibe" adoption.Metric 1: CPSO (Cost Per Successful Outcome): Moving from "cost per token" to "cost per result".Metric 2: RPA (Revenue Per Agent): Treating AI agents as employees with quotas to measure top-line growth.Metric 3: AWDR (Agentic Workflow Displacement Rate): Measuring the % of tasks fully offloaded to AI, not just "assisted".The Solution: How Composite AI and Intelligent Model Routing allow you to use Llama-3 for easy tasks and GPT-5.2 only when necessary.The Audit: How to map your "Perceive-Act-Reason" loops to find high-ROI workflows.Links & Resources:Read the Paper: https://djamgatech.com/wp-content/uploads/2025/12/Proving-AI-ROI-Beyond-Benchmarks.pdfKeywords: xVibe Revenue, AI ROI, Cost Per Successful Outcome (CPSO), Revenue Per Agent (RPA), Agentic Workflow Displacement Rate (AWDR), GPT-5.2, Intelligent Model Routing, Composite AI, AI Economics, Etienne Noumen, AI Unraveled
AI Unraveled: Latest AI News & Trends, Master GPT, Gemini, Generative AI, LLMs, Prompting, GPT Store
Welcome back to AI Unraveled, your strategic briefing on the business impact of artificial intelligence.Today, we are doing something different. We are skipping the daily news cycle to focus on a single, massive piece of research that just dropped from a powerhouse team at Stanford, Princeton, Harvard, and the University of Washington that proposes the first proper taxonomy for Agentic AI Adaptation.If you are building or scaling agent-based systems, this is your new mental model. The researchers argue that almost all advanced agentic systems—despite their complexity—boil down to just four basic feedback loops. We explore the "4-Bucket" framework (A1, A2, T1, T2) and explain the critical trade-offs between changing the agent versus changing the tools.Key Topics:Intro: Why "learning from feedback" is the definition of adaptation.The Definition: What actually counts as "Agentic AI"?Bucket A1 (Agent + Tool Outcome): Updating the agent based on whether code ran or queries succeeded.Bucket A2 (Agent + Output Eval): Updating the agent based on human feedback or automated scoring.Bucket T1 (Frozen Agent + Trained Tools): Keeping the LLM fixed while optimizing retrievers and external models.Bucket T2 (Frozen Agent + Agent-Supervised Tools): Using the agent's own signals to tune its toolkit.Trade-offs: Cost vs. Flexibility in modern system design.Links & Resources:Read the Paper: Adaptation Strategies for Agentic AI Systems (GitHub): https://github.com/pat-jj/Awesome-Adaptation-of-Agentic-AI/blob/main/paper.pdfKeywords: Agentic AI, AI Taxonomy, AI Research, Stanford AI, Princeton AI, Large Language Models, LLM Agents, Reinforcement Learning, Tool Use, RAG, A1 A2 T1 T2, AI Adaptation, Etienne Noumen, AI Unraveled.
This episode discusses the US Department of War's AI "Manifest Destiny", hackers going hard on Aussie victims, and Australia bringing in its brand new social media ban. Hosts David Hollingworth and Daniel Croft kick things off with artificial intelligence, with CommBank trialling a new DevOps agent and the Pentagon launching its new GenAI.mil platform to "dominate" its adversaries. The pair move on to cyber crime, and the SafePay ransomware gang strikes at three Australian victims in a single week. Hollingworth and Croft also discuss the social media ban, which came into effect this week. Finally, the pair look at the Privacy Commissioner's new compliance crusade and a warning that scammers are posing as charities this Christmas season. Enjoy, The Cyber Uncut team
"There is no AI without data. And if you want to build something that is great in AI, you should base it on something that is great in data."
Bentornati e bentornate su Azure Italia Podcast, il podcast in italiano su Microsoft Azure!Per non perderti nessun nuovo episodio clicca sul tasto FOLLOW del tuo player
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
AI Unraveled: Latest AI News & Trends, Master GPT, Gemini, Generative AI, LLMs, Prompting, GPT Store
Welcome to AI Unraveled (December 12, 2025): Your daily strategic briefing on the business impact of AI.Today on AI Unraveled, we break down the escalation in the model wars as OpenAI rushes GPT-5.2 to market to counter Google's Gemini 3. We also analyze the massive copyright lawsuit Disney just handed to Google, Rivian's strategic pivot to proprietary AI chips, and the new space race between Bezos and Musk to build orbital data centers. Plus, why the Financial Times believes the "Hyperscale" bubble might burst in favor of specialized industrial AI.Strategic Pillars & Topics
AI Unraveled: Latest AI News & Trends, Master GPT, Gemini, Generative AI, LLMs, Prompting, GPT Store
Welcome to AI Unraveled (From December 08 to December 14th, 2025): Your daily strategic briefing on the business impact of AI.This week on AI Unraveled, we recap a massive week in artificial intelligence. The landscape shifted dramatically as Disney chose sides—inking a $1B deal with OpenAI while slapping Google with a cease-and-desist. We break down the release of GPT-5.2, Meta's strategic pivot away from open source, and the new "space race" to build orbital data centers. Plus, the US government approves Nvidia sales to China (with a catch), and Runway unveils its General World Model.Key Topics :
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
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 »
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 ⭐️⭐️⭐️⭐️⭐️
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.
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.
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 »
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 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
This week, we discuss AWS re:Invent announcements, Agentic Development, and OpenAI's Code Red. Plus, a Digital ID field test and more on silverware sorting. Watch the YouTube Live Recording of Episode (https://www.youtube.com/live/Xl7lVVTd4DM?si=APR633y2hmXPHHdb) 549 (https://www.youtube.com/live/Xl7lVVTd4DM?si=APR633y2hmXPHHdb) Runner-up Titles Did you order the Code Red? In the year 2000 Jane go swiftly Another day in the coal mine Goal Driven Development I want to believe Prove me wrong AI's going to dig this hole faster Tornado of Innovation Revenue times Story Rundown SiteAngel - bonus press quote from Brandon (https://www.nextgov.com/digital-government/2000/10/angel-watches-over-web-sites/243841/) AWS Amazon announces $50B investment to expand AI and supercomputing capabilities for US government (https://siliconangle.com/2025/11/24/amazon-announces-50b-investment-expand-ai-supercomputing-capabilities-us-government/) Top announcements of AWS re:Invent 2025 (https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2025/) All the biggest news from AWS' big tech show re:Invent 2025 (https://techcrunch.com/2025/12/02/all-the-biggest-news-from-aws-big-tech-show-reinvent-2025/) AWS announces preview of AWS Interconnect - multicloud (https://aws.amazon.com/about-aws/whats-new/2025/11/preview-aws-interconnect-multicloud/) The Future of AWS CodeCommit | Amazon Web Services (https://aws.amazon.com/blogs/devops/aws-codecommit-returns-to-general-availability/) Nova Act (https://aws.amazon.com/blogs/aws/build-reliable-ai-agents-for-ui-workflow-automation-with-amazon-nova-act-now-generally-available/) Code Red OpenAI CEO declares “code red” as Gemini gains 20 0 million users in 3 months (https://arstechnica.com/ai/2025/12/openai-ceo-declares-code-red-as-gemini-gains-200-million-users-in-3-months/) Anthropic reportedly preparing for one of the largest IPOs ever in race with OpenAI: FT (https://www.cnbc.com/2025/12/03/anthropic-claude-reportedly-preparing-ipo-race-openai-chatgpt-ft-wilson-sonsini-goodrich-rosati.html) Microsoft stock sinks on report AI product sales are missing growth goals (https://www.cnbc.com/2025/12/03/microsoft-stock-ai-foundry-sales.html) AI & Cloud Trends for November 2025 (https://www.thecloudcast.net/2025/12/ai-cloud-trends-for-november-2025.html) Relevant to your Interests Under My Roof Home Inventory + App - App Store (https://apps.apple.com/us/app/under-my-roof-home-inventory/id1524335878) Thoma Bravo invests in Azul (https://www.finextra.com/pressarticle/108009/thoma-bravo-invests-in-azul) Streamline Development with the Google Workspace Extension (https://allen.hutchison.org/2025/11/19/bringing-the-office-to-the-terminal/) As its voice dictation app takes off, Wispr secures $25M from Notable Capital | TechCrunch (https://techcrunch.com/2025/11/20/as-its-voice-dectation-app-takes-off-wispr-secures-25m-from-notable-capital/) Valve makes almost $50 million per employee (https://www.tomshardware.com/video-games/pc-gaming/valve-makes-almost-usd50-million-per-employee-raking-in-more-cash-per-person-than-google-amazon-or-microsoft-gaming-giants-350-employees-on-track-to-generate-usd17-billion-this-year) HelixGuar (https://helixguard.ai/blog/malicious-sha1hulud-2025-11-24)d (https://helixguard.ai/blog/malicious-sha1hulud-2025-11-24) What to know about a recent Mixpanel security incident (https://openai.com/index/mixpanel-incident/) ServiceNow to Expand Security Portfolio With Acquisition of Veza's Leading AI-native Identity Security Platform (https://www.businesswire.com/news/home/20251201652471/en/ServiceNow-to-Expand-Security-[…]tion-of-Vezas-Leading-AI-native-Identity-Security-Platform) Vista-Backed LogicMonitor Buys Monitoring Startup Catchpoint (https://www.bloomberg.com/news/articles/2025-12-02/vista-backed-logicmonitor-buys-mon[…]ing-startup-catchpoint?srnd=phx-deals&embedded-checkout=true) Google releases Nano Banana Pro, its latest image generation model (https://techcrunch.com/2025/11/20/google-releases-nano-banana-pro-its-latest-image-generation-model/) Years of JSONFormatter and CodeBeautify Leaks Expose Thousands of Passwords and API Keys (https://thehackernews.com/2025/11/years-of-jsonformatter-and-codebeautify.html) Netflix kills casting from phones (https://www.theverge.com/news/834655/netflix-phone-casting-chromecast-support-killed) Nonsense Victorian Name Generator (https://codebeautify.org/victorian-name-generator) Conferences cfgmgmtcamp 2026 (https://cfgmgmtcamp.org/ghent2026/), February 2nd to 4th, Ghent, BE. Coté speaking and doing live SDI with John Willis. DevOpsDayLA at SCALE23x (https://www.socallinuxexpo.org/scale/23x), March 6th, Pasadena, CA Use code: DEVOP for 50% off. CFP open until Dec. 1st. Devnexus 2026 (https://devnexus.com), March 4th to 6th, Atlanta, GA. 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: Dampf Good BBQ (https://guide.michelin.com/us/en/north-carolina/cary_2986745/restaurant/dampf-good-bbq) Matt: UmamiPapi (https://umamipapi.com.au/) chilli oil Coté: Anta (https://anta-keelpastilles.nl/smaken/classic/), slightly more in English (https://www.dutchexpatshop.com/en/anta-flu-classic.html). Also XdgBaseDirs (https://cote.io/2025/12/02/an-xdg-library-for-java.html). Photo Credits Header (https://unsplash.com/photos/a-wooden-block-spelling-the-word-website-on-a-table-Vagh0KcwvwQ)
Live from the iconic Venetian in Las Vegas, we're rolling out an exclusive mini-series dedicated to AWS re:Invent 2025!Tune in as we sit down with AWS visionaries and take the pulse of the industry on everything shaping the future, Cloud innovation, GenAI, Agents, and the hottest trends making waves.And because what happens in Vegas doesn't always stay in Vegas, we'll spill the latest news, insider buzz, and a little Strip-side gossip to keep things spicy. Dave, Esmee, and Rob continue their discussion with Scott Mullins, MD Financial Services at AWS, on how the sector is rapidly embracing cloud, AI, automation, and real-time data to drive agility and stay compliant. TLDR00:30 – Meet Scott Mullins and hear about his re:Invent experience05:00 – Deep dive conversation with Scott25:56 – Fiiction with The Jetsons GuestScott Mullins: https://www.linkedin.com/in/escottmullins/ 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
Live from the iconic Venetian in Las Vegas, we're rolling out an exclusive mini-series dedicated to AWS re:Invent 2025!Tune in as we sit down with AWS visionaries and take the pulse of the industry on everything shaping the future, Cloud innovation, GenAI, Agents, and the hottest trends making waves.And because what happens in Vegas doesn't always stay in Vegas, we'll spill the latest news, insider buzz, and a little Strip-side gossip to keep things spicy. Dave, Esmee, and Rob wrap up their final AWS re:Invent 2025 conversation with Mustafa Isik, Chief Technologist for Sovereignty at AWS, discussing digital sovereignty and its growing regional importance. They close the event with reflections from Matthew Gillard, co-founder of Cuidado Connect and co-host of Cloud Dialogues, along with insights from the team. TLDR01:29 – Meet Mustafa Isik and hear his keynote highlights04:05 – In-depth discussion with Mustafa31:35 – Exploring the line between science fiction and science fact36:26 – Introduction to Matthew Gillard38:55 – Matt shares his re:Invent reflections from a developer's perspective52:12 – The team looks back on re:Invent 20251:00:02 – The team's take on science fiction versus science fact GuestsMustafa Isik: https://www.linkedin.com/in/codesurgeon/Matt Gillard: https://www.linkedin.com/in/mattgillard/ https://cloud-dialogues.com/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
In Part 1 of Redundancy vs. High Availability, we said that sometimes high availability and redundancy are considered to be the same thing, but we disagree. Holly and Ethan do agree that high availability can be considered a network design goal, and that redundancy is just one technique that can be used to help make... Read more »
In this episode of Screaming in the Cloud, Corey Quinn sits down with Rubrik's GM of AI, Dev Rishi, to unpack the real story behind enterprise AI adoption, the rise of agentic systems, and why most organizations are still stuck in read-only mode. Dev breaks down how Rubrik's Agent Rewind brings safety, observability, and resilience to AI-driven actions, solving the “Oh no, the agent deleted production data” problem before it happens. From deep learning's evolution to the massive gap between consumer AI enthusiasm and enterprise risk posture, this conversation is a candid, insightful look at the AI future Global 2000 companies are racing toward… or cautiously tiptoeing into.Show Highlights(00:25) Understanding Rubrik and Agent Rewind(00:50) Challenges in AI and Disaster Recovery(01:27) Guest Introduction: Dev Rishi from Rubrik(01:44) The Evolution of AI in Enterprises(02:33) Starting an AI Company: The Backstory(05:10) Generative AI and Its Impact(07:15) Enterprise AI Trends and Challenges(08:56) The Future of Agentic AI(18:03) AI in Customer Support(22:03) Rubrik's Acquisition and AI Strategy(29:30) Launching Rubrik Agent Cloud(31:26) Lessons from Starting a Machine Learning Company(35:25) Conclusion and Contact InformationSponsor:Rubrik: https://www.rubrik.com/sitc
Live from the iconic Venetian in Las Vegas, we're rolling out an exclusive mini-series dedicated to AWS re:Invent 2025!Tune in as we sit down with AWS visionaries and take the pulse of the industry on everything shaping the future, Cloud innovation, GenAI, Agents, and the hottest trends making waves.And because what happens in Vegas doesn't always stay in Vegas, we'll spill the latest news, insider buzz, and a little Strip-side gossip to keep things spicy.Dave, Esmee, and Rob bring a double-feature conversation on industry innovation—first with Rob Boetticher, Global Technology Leader for Automotive and Manufacturing, followed by Howard Gefen, GM of the Energy and Utilities Industry Business Unit at AWS. TLDR00:42 – Rob Boetticher & Howard Gefen introduced02:00 – Rob's keynote highlights07:52 – The future of automotive innovation with Rob23:32 – Tech fiction examples25:59 – Howard Gefen introduced28:00 – Howard's keynote highlights31:04 – Howard on the future of Energy and Utilities50:14 – Tech fiction examples GuestRob Boetticher: https://www.linkedin.com/in/robert-boetticher/Howard Gefen: https://www.linkedin.com/in/hgefen/ 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
Live from the iconic Venetian in Las Vegas, we're rolling out an exclusive mini-series dedicated to AWS re:Invent 2025!Tune in as we sit down with AWS visionaries and take the pulse of the industry on everything shaping the future, Cloud innovation, GenAI, Agents, and the hottest trends making waves.And because what happens in Vegas doesn't always stay in Vegas, we'll spill the latest news, insider buzz, and a little Strip-side gossip to keep things spicy. Dave, Esmee, and Rob kick off their conversation with Tanuja Randery, Managing Director for Europe, the Middle East & Africa (EMEA), diving into cloud innovation and the call to re:Accelerate Europe. TLDR00:49 – Introduction to Tanuja Randery03:29 – Keynote highlights with Tanuja and a deep-dive conversation31:00 – Imaginary tech and Star Trek GuestTanuja Randery: https://www.linkedin.com/in/tanuja-randery/ 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
This week on the PHP Podcast, Eric and John talk about PhpStorm Plugins, Open-source IntelliJ IDEA, JetBrains AMA, PHP Foundation looking for a Executive Direstor, watch John NOT mention Eric in his latest podcast interview, and more… Links from the show: explain.md · GitHub John Congdon: the PHP Architect – YouTube The PHP Foundation is Seeking a New Executive Director — The PHP Foundation — Supporting, Advancing, and Developing the PHP Language PhpStorm Plugins You Might Not Know | The PhpStorm Blog Open-source IntelliJ IDEA: A Simpler Way to Build and Contribute to the Community | The IntelliJ IDEA Blog Ask Us Anything During JetBrains AMA Week | The JetBrains 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 2025.12.04 appeared first on PHP Architect.
In this sponsored episode recorded live at AutoCon 4 in Austin, we sit down with Peter Sprygada, Chief Architect at Itential, to discuss Itential’s on-stage announcement of FlowAI. Peter shares his journey from network engineering skeptic to AI advocate, explaining how Itential securely connects AI agents to infrastructure with enterprise-grade governance and traceability. We dive... Read more »
Ned and Kyler sit down with Deana Solis, a freelance FinOps engineer and mentor. They discuss the undervalued skills of communication, look at the inherent biases and misplaced confidence of AI models, and offer guidance for those starting their careers. Deana also talks about her journey to discover the intersection of technology, career, and finding... Read more »
In this episode, I was lucky enough to interview Joel Montvelisky, co-founder and Chief Product Officer of PractiTest.Joel shares his unlikely journey from Costa Rica to the world of software testing. He talks about becoming a Cowboys fan in the 1970s, stumbling into QA because it paid slightly better than bartending, and eventually discovering that testing was far more than bug hunting—it was about improving products, reducing risk, and helping teams release with confidence. He reflects on the evolution of QA from the dot-com era to modern Agile and DevOps practices, the absence of formal QA education, and how conferences and early industry leaders helped him realize that testing is, in fact, a real profession with deep methodology and purpose.Joel also shares the origin story of PractiTest, born from a gap he saw between enterprise tools like Quality Center and teams struggling to manage testing with spreadsheets. He explains how the company's very first customer found them before they even had a way to accept payments, how founder-led sales carried them for years, and why meaningful testing requires both intention and mindfulness—something he practices personally to stay focused as someone diagnosed with ADHD later in life. Hear how Joel Montvelisky turned unexpected beginnings into a career shaping the future of QA in this episode of The First Customer!Guest Info:PractiTesthttps://www.practitest.com/Joel Montvelisky's LinkedInhttps://www.linkedin.com/in/joelm3/Connect with Jay on LinkedInhttps://www.linkedin.com/in/jayaigner/The First Customer Youtube Channelhttps://www.youtube.com/@thefirstcustomerpodcastThe First Customer podcast websitehttps://www.firstcustomerpodcast.comFollow The First Customer on LinkedInhttp://www.linkedin.com/company/the-first-customer-podcast/
Ned and Kyler sit down with Deana Solis, a freelance FinOps engineer and mentor. They discuss the undervalued skills of communication, look at the inherent biases and misplaced confidence of AI models, and offer guidance for those starting their careers. Deana also talks about her journey to discover the intersection of technology, career, and finding... Read more »
TestTalks | Automation Awesomeness | Helping YOU Succeed with Test Automation
Manual regression testing isn't going away—yet most teams still struggle with deciding what actually needs to be retested in fast release cycles. See how AI can help your manual testing now: https://testguild.me/parasoftai In this episode, we explore how Parasoft's Test Impact Analysis helps QA teams run fewer tests while improving confidence, coverage, and release velocity. Wilhelm Haaker (Director of Solution Engineering) and Daniel Garay (Director of QA) join Joe to unpack how code-level insights and real coverage data eliminate guesswork during regression cycles. They walk through how Parasoft CTP identifies exactly which manual or automated tests are impacted by code changes—and how teams use this to reduce risk, shrink regression time, and avoid redundant testing. What You'll Learn: Why manual regression remains a huge bottleneck in modern DevOps How Test Impact Analysis reveals the exact tests affected by code changes How code coverage + impact analysis reduce risk without expanding the test suite Ways teams use saved time for deeper exploratory testing How QA, Dev, and Automation teams can align with real data instead of assumptions Whether you're a tester, automation engineer, QA lead, or DevOps architect, this episode gives you a clear path to faster, safer releases using data-driven regression strategies.
AWS Morning Brief for the week of December 1st, with Corey Quinn. Links:Protect sensitive data with dynamic data masking for Amazon Aurora PostgreSQLAmazon CloudFront announces support for mutual TLS authenticationAmazon EC2 announces interruptible Capacity ReservationsIntroducing guidelines for network scanningPractical implementation considerations to close the AI value gapEverything you don't need to know about Amazon Aurora DSQL: Part 4 – DSQL componentsSimplify data integration using zero-ETL from self-managed databases to Amazon RedshiftAutomatic quota management is now AWS Service Quotas adds support for automatic quota managementAnnouncing Amazon Route 53 Accelerated Recovery for managing public DNS recordsAnnouncing Unused NAT Gateway Recommendations in AWS Compute OptimizerAmazon EKS introduces Provisioned Control PlaneAWS Finally Lets You Find Your Idle NAT Gateways