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Sam Partee started out his love for tech/engineering by working on cars. After many y ears of working on cars, and even starting his own car stereo installation business, he decided that cards were finite and moved onto computers. He fell in love with the space, and the rest is history, filled with super computers, AI, distributed training, Redis and the lot. Outside of tech, he loves to take long hikes with his snowy husky.Sam and his team built a prior solution, an agent to solve bugs for you. They ran into a litany of problems, but eventually figured out that there was a dire need for an authorization for the activities that agents wanted to do on your behalf. Fast forward, and they are working with Anthropic to define these auth protocols.This is the creation story of Arcade.SponsorsVentionCodeCrafters helps you become a better engineer by building real-world, production-grade projects. Learn hands-on by creating your own Git, Redis, HTTP server, SQLite, or DNS server from scratch. Sign up for free today using this link and enjoy 40% off.Full ScalePaddle.comSema SoftwarePropelAuthPostmanMeilisearchLinkshttps://www.arcade.dev/https://www.linkedin.com/in/sampartee/Support this podcast at — https://redcircle.com/code-story-insights-from-startup-tech-leaders/donationsAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacy
Texas is on the brink of forcing Apple and Google to overhaul app downloads with strict age verification laws—are tech giants ready, or is your privacy about to get caught in the crossfire? The EU aborted their Chat Control vote knowing it would fail. Salesforce says it's not going to pay; customer data is released. Hackers claim Discord breach netted 70,000 government IDs. Microsoft to move Github to Azure. What could possibly go wrong. New California law allows universal data sharing opt-out. OpenAI reports that it's blocking foreign abuse. Who cares. IE Mode refuses to die, so Microsoft is burying it deeper. The massive mess created by Texas legislation SB2420. The BreachForums website gets a makeover. 100,000 strong global botnet attacking U.S. RDP services. UI experts weigh in on Apple's iOS 26 user-interface. 330,000 publicly exposed REDIS servers are RCE-vulnerable Show Notes - https://www.grc.com/sn/SN-1047-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free shows, a members-only Discord, and behind-the-scenes access. Join today: https://twit.tv/clubtwit Sponsors: zscaler.com/security expressvpn.com/securitynow vanta.com/SECURITYNOW canary.tools/twit - use code: TWIT bigid.com/securitynow
Texas is on the brink of forcing Apple and Google to overhaul app downloads with strict age verification laws—are tech giants ready, or is your privacy about to get caught in the crossfire? The EU aborted their Chat Control vote knowing it would fail. Salesforce says it's not going to pay; customer data is released. Hackers claim Discord breach netted 70,000 government IDs. Microsoft to move Github to Azure. What could possibly go wrong. New California law allows universal data sharing opt-out. OpenAI reports that it's blocking foreign abuse. Who cares. IE Mode refuses to die, so Microsoft is burying it deeper. The massive mess created by Texas legislation SB2420. The BreachForums website gets a makeover. 100,000 strong global botnet attacking U.S. RDP services. UI experts weigh in on Apple's iOS 26 user-interface. 330,000 publicly exposed REDIS servers are RCE-vulnerable Show Notes - https://www.grc.com/sn/SN-1047-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free shows, a members-only Discord, and behind-the-scenes access. Join today: https://twit.tv/clubtwit Sponsors: zscaler.com/security expressvpn.com/securitynow vanta.com/SECURITYNOW canary.tools/twit - use code: TWIT bigid.com/securitynow
Texas is on the brink of forcing Apple and Google to overhaul app downloads with strict age verification laws—are tech giants ready, or is your privacy about to get caught in the crossfire? The EU aborted their Chat Control vote knowing it would fail. Salesforce says it's not going to pay; customer data is released. Hackers claim Discord breach netted 70,000 government IDs. Microsoft to move Github to Azure. What could possibly go wrong. New California law allows universal data sharing opt-out. OpenAI reports that it's blocking foreign abuse. Who cares. IE Mode refuses to die, so Microsoft is burying it deeper. The massive mess created by Texas legislation SB2420. The BreachForums website gets a makeover. 100,000 strong global botnet attacking U.S. RDP services. UI experts weigh in on Apple's iOS 26 user-interface. 330,000 publicly exposed REDIS servers are RCE-vulnerable Show Notes - https://www.grc.com/sn/SN-1047-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free shows, a members-only Discord, and behind-the-scenes access. Join today: https://twit.tv/clubtwit Sponsors: zscaler.com/security expressvpn.com/securitynow vanta.com/SECURITYNOW canary.tools/twit - use code: TWIT bigid.com/securitynow
Texas is on the brink of forcing Apple and Google to overhaul app downloads with strict age verification laws—are tech giants ready, or is your privacy about to get caught in the crossfire? The EU aborted their Chat Control vote knowing it would fail. Salesforce says it's not going to pay; customer data is released. Hackers claim Discord breach netted 70,000 government IDs. Microsoft to move Github to Azure. What could possibly go wrong. New California law allows universal data sharing opt-out. OpenAI reports that it's blocking foreign abuse. Who cares. IE Mode refuses to die, so Microsoft is burying it deeper. The massive mess created by Texas legislation SB2420. The BreachForums website gets a makeover. 100,000 strong global botnet attacking U.S. RDP services. UI experts weigh in on Apple's iOS 26 user-interface. 330,000 publicly exposed REDIS servers are RCE-vulnerable Show Notes - https://www.grc.com/sn/SN-1047-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free shows, a members-only Discord, and behind-the-scenes access. Join today: https://twit.tv/clubtwit Sponsors: zscaler.com/security expressvpn.com/securitynow vanta.com/SECURITYNOW canary.tools/twit - use code: TWIT bigid.com/securitynow
Texas is on the brink of forcing Apple and Google to overhaul app downloads with strict age verification laws—are tech giants ready, or is your privacy about to get caught in the crossfire? The EU aborted their Chat Control vote knowing it would fail. Salesforce says it's not going to pay; customer data is released. Hackers claim Discord breach netted 70,000 government IDs. Microsoft to move Github to Azure. What could possibly go wrong. New California law allows universal data sharing opt-out. OpenAI reports that it's blocking foreign abuse. Who cares. IE Mode refuses to die, so Microsoft is burying it deeper. The massive mess created by Texas legislation SB2420. The BreachForums website gets a makeover. 100,000 strong global botnet attacking U.S. RDP services. UI experts weigh in on Apple's iOS 26 user-interface. 330,000 publicly exposed REDIS servers are RCE-vulnerable Show Notes - https://www.grc.com/sn/SN-1047-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free shows, a members-only Discord, and behind-the-scenes access. Join today: https://twit.tv/clubtwit Sponsors: zscaler.com/security expressvpn.com/securitynow vanta.com/SECURITYNOW canary.tools/twit - use code: TWIT bigid.com/securitynow
Texas is on the brink of forcing Apple and Google to overhaul app downloads with strict age verification laws—are tech giants ready, or is your privacy about to get caught in the crossfire? The EU aborted their Chat Control vote knowing it would fail. Salesforce says it's not going to pay; customer data is released. Hackers claim Discord breach netted 70,000 government IDs. Microsoft to move Github to Azure. What could possibly go wrong. New California law allows universal data sharing opt-out. OpenAI reports that it's blocking foreign abuse. Who cares. IE Mode refuses to die, so Microsoft is burying it deeper. The massive mess created by Texas legislation SB2420. The BreachForums website gets a makeover. 100,000 strong global botnet attacking U.S. RDP services. UI experts weigh in on Apple's iOS 26 user-interface. 330,000 publicly exposed REDIS servers are RCE-vulnerable Show Notes - https://www.grc.com/sn/SN-1047-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free shows, a members-only Discord, and behind-the-scenes access. Join today: https://twit.tv/clubtwit Sponsors: zscaler.com/security expressvpn.com/securitynow vanta.com/SECURITYNOW canary.tools/twit - use code: TWIT bigid.com/securitynow
“If responses aren't near real-time, the bot won't feel human.” — Ruchir Brahmbhatt, Co-Founder & CTO, Ecosmob Ruchir Brahmbhatt, Co-Founder and CTO of Ecosmob, joined Doug Green, Publisher of Technology Reseller News, to discuss the engineering behind human-like voicebots—where milliseconds make the difference between a smooth conversation and a frustrating one. With more than 18 years in VoIP and AI/ML development, Ecosmob builds custom voicebots for MSPs, ITSPs, and UCaaS/CCaaS providers seeking real-time automation and compliance. Brahmbhatt outlined how Ecosmob's architecture achieves sub-second latency through: Python async orchestration for thousands of concurrent sessions Redis in-memory queues for ultra-low-latency streaming NVIDIA Canary ASR and Kokoro TTS for fast, natural speech llama.cpp LLM engine with dynamic quantization for efficient processing In a live healthcare demo, Ecosmob's voicebot scheduled an appointment in natural, human-like dialogue—with total round-trip latency under 600 milliseconds. Brahmbhatt emphasized that modern contact centers are shifting from IVRs to AI-driven self-service, and that on-prem and GDPR-compliant deployments are increasingly essential. Learn more at ecosmob.com.
Texas is on the brink of forcing Apple and Google to overhaul app downloads with strict age verification laws—are tech giants ready, or is your privacy about to get caught in the crossfire? The EU aborted their Chat Control vote knowing it would fail. Salesforce says it's not going to pay; customer data is released. Hackers claim Discord breach netted 70,000 government IDs. Microsoft to move Github to Azure. What could possibly go wrong. New California law allows universal data sharing opt-out. OpenAI reports that it's blocking foreign abuse. Who cares. IE Mode refuses to die, so Microsoft is burying it deeper. The massive mess created by Texas legislation SB2420. The BreachForums website gets a makeover. 100,000 strong global botnet attacking U.S. RDP services. UI experts weigh in on Apple's iOS 26 user-interface. 330,000 publicly exposed REDIS servers are RCE-vulnerable Show Notes - https://www.grc.com/sn/SN-1047-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free shows, a members-only Discord, and behind-the-scenes access. Join today: https://twit.tv/clubtwit Sponsors: zscaler.com/security expressvpn.com/securitynow vanta.com/SECURITYNOW canary.tools/twit - use code: TWIT bigid.com/securitynow
In this episode of The Cybersecurity Defenders Podcast, we discuss some intel being shared in the LimaCharlie community.A newly disclosed vulnerability in Redis, dubbed RediShell and tracked as CVE-2025-49844, affects all Redis versions and carries a maximum CVSS score of 10.0.Cisco has disclosed a critical zero-day vulnerability—CVE-2025-20352—affecting its widely deployed IOS and IOS XE software, confirming active exploitation in the wild.Researchers at NCC Group have found that voice cloning technology has reached a level where just five minutes of recorded audio is enough to generate convincing voice clones in real time.A China-linked cyber-espionage group, tracked as UNC5221, has been systematically targeting network infrastructure appliances that lack standard endpoint detection and response (EDR) support.Dutch authorities have arrested two 17-year-old boys suspected of being recruited by pro-Russian hackers to carry out surveillance activities.Support our show by sharing your favorite episodes with a friend, subscribe, give us a rating or leave a comment on your podcast platform.This podcast is brought to you by LimaCharlie, maker of the SecOps Cloud Platform, infrastructure for SecOps where everything is built API first. Scale with confidence as your business grows. Start today for free at limacharlie.io.
If you like what you hear, please subscribe, leave us a review and tell a friend!Major tech and cybersecurity incidents continue to surface, including vulnerabilities in Google Chrome, Redis, and Salesforce, along with widespread data breaches at DraftKings and Doctors Imaging Group. Law enforcement and researchers are responding to ransomware campaigns, credential stuffing attacks, and cyber thefts, highlighting the ongoing risks to organizations and individuals alike.
Microsoft tags a critical vulnerability in Fortra's GoAnywhere software. A critical Redis vulnerability could allow remote code execution. Researchers tie BIETA to China's MSS technology enablement. Competing narratives cloud the Oracle E-Business Suite breach. An Ohio-based vision care firm will pay $5 million to settle phishing-related data breach claims. “Trinity of Chaos” claims to be a new ransomware collective. LinkedIn files a lawsuit against an alleged data scraper. This year's Nobel Prize in Physics recognizes pioneering research into quantum mechanical tunneling. On today's Industry Voices segment, we are joined by Alastair Paterson from Harmonic Security, discussing shadow AI and the new era of work. Australia's AI-authored report gets a human rewrite. Remember to leave us a 5-star rating and review in your favorite podcast app. Miss an episode? Sign-up for our daily intelligence roundup, Daily Briefing, and you'll never miss a beat. And be sure to follow CyberWire Daily on LinkedIn. CyberWire Guest On today's Industry Voices segment, we are joined by Alastair Paterson, CEO and Co-Founder of Harmonic Security, discussing shadow AI and the new era of work. You can hear the full conversation with Alastair here. Selected Reading Microsoft: Critical GoAnywhere Bug Exploited in Medusa Ransomware Camp (Infosecurity Magazine) Redis warns of critical flaw impacting thousaRends of instances (Bleeping Computer) BIETA: A Technology Enablement Front for China's MSS (Recorded Future) Well, Well, Well. It's Another Day. (Oracle E-Business Suite Pre-Auth RCE Chain - CVE-2025-61882) (Labs) EyeMed Agrees to Pay $5M to Settle Email Breach Litigation (Govinfo Security) Ransomware Group “Trinity of Chaos” Launches Data Leak Site (Infosecurity Magazine) LinkedIn sues ProAPIs for using 1M fake accounts to scrape user data (Bleeping Computer) The Nobel Prize for physics is awarded for discoveries in quantum mechanical tunneling (NPR) Deloitte refunds Australian government over AI in report (The Register) Share your feedback. What do you think about CyberWire Daily? Please take a few minutes to share your thoughts with us by completing our brief listener survey. Thank you for helping us continue to improve our show. Want to hear your company in the show? N2K CyberWire helps you reach the industry's most influential leaders and operators, while building visibility, authority, and connectivity across the cybersecurity community. Learn more at sponsor.thecyberwire.com. The CyberWire Daily podcast is a production of N2K Networks, your source for critical industry insights, strategic intelligence, and performance-driven learning products. © N2K Networks, Inc. Learn more about your ad choices. Visit megaphone.fm/adchoices
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More Details About Oracle 0-Day The exploit is now widely distributed and has been analyzed to show the nature of the underlying vulnerabilities. https://isc.sans.edu/diary/Quick%20and%20Dirty%20Analysis%20of%20Possible%20Oracle%20E-Business%20Suite%20Exploit%20Script%20%28CVE-2025-61882%29%20%5BUPDATED%5B/32346 https://labs.watchtowr.com/well-well-well-its-another-day-oracle-e-business-suite-pre-auth-rce-chain-cve-2025-61882well-well-well-its-another-day-oracle-e-business-suite-pre-auth-rce-chain-cve-2025-61882/ Redis Vulnerability Redis patched a ciritcal use after free vulnerability that could lead to arbitrary code execution. https://redis.io/blog/security-advisory-cve-2025-49844/ GoAnywhere Bug Exploited Microsoft is reporting about the exploitation of the recent GoAnywhere vulnerability https://www.microsoft.com/en-us/security/blog/2025/10/06/investigating-active-exploitation-of-cve-2025-10035-goanywhere-managed-file-transfer-vulnerability/
Bad Crypto, Blood Thirsty Zombie CPUs, Y2K38, Park Mobile, Palo Alto, Redis, Red Hat, Deloitte, Aaran Leyland, and more on the Security Weekly News. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-518
Bad Crypto, Blood Thirsty Zombie CPUs, Y2K38, Park Mobile, Palo Alto, Redis, Red Hat, Deloitte, Aaran Leyland, and more on the Security Weekly News. Show Notes: https://securityweekly.com/swn-518
Bad Crypto, Blood Thirsty Zombie CPUs, Y2K38, Park Mobile, Palo Alto, Redis, Red Hat, Deloitte, Aaran Leyland, and more on the Security Weekly News. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-518
Scalestack is revolutionizing go-to-market operations through intelligent automation, helping enterprise revenue teams eliminate what CEO Elio Narciso calls the "manual work tax" - the 72% of time sales reps spend on tedious data tasks instead of engaging with customers. With $3.1 million in funding and enterprise customers including MongoDB, Redis, and Astronomer, Scalestack has built an agentic orchestration platform that transforms how large organizations manage their revenue data. In this conversation, Narciso shares how his team discovered the massive ROI hidden in back-office automation and why the future belongs to companies that can seamlessly blend human strategy with machine execution. Topics Discussed: The concept of "manual work tax" and its impact on sales productivity Why 95% of AI investments in enterprises are failing to produce results Scalestack's evolution from automation platform to agentic workflow orchestration The company's enterprise-first approach and deployment strategy with large customers How Scalestack landed MongoDB as an early customer through targeted outbound The role of podcasting as an ABM strategy for enterprise sales Scalestack's vision to replace traditional CRMs with intelligent systems of action GTM Lessons For B2B Founders: Target the back-office before the front-office: While many AI companies rush to automate customer-facing roles like SDRs, Narciso emphasizes that the real ROI lies in back-office automation. He cites an MIT study showing that 95% of AI investments fail when focused on last-mile customer interactions, while back-office process automation delivers measurable results. B2B founders should prioritize automating the tedious work that doesn't directly touch customers but enables better customer engagement. Enterprise customers require co-creation, not just deployment: Scalestack's success with MongoDB, Redis, and other large customers came through what Narciso calls "deployment engineers" - essentially building custom solutions collaboratively. He draws inspiration from Palantir's model of developing technology alongside customers. This approach requires significant upfront investment but creates defensible technology that can be productized for the broader market. B2B founders targeting enterprise should be prepared to invest in customer success resources that can handle complex, bespoke implementations. Use customer language to refine your messaging: Narciso completely redid Scalestack's website based on language extracted from hundreds of customer calls and podcast interviews. He emphasizes that "customers always have the best words" because they've lived the pain most deeply. Rather than relying on internal assumptions about positioning, B2B founders should systematically capture and analyze how customers describe their problems and desired outcomes. Cold email still works with enterprise buyers when done strategically: Scalestack's first major customer, MongoDB, came from a cold email to their SVP of Sales Ops. The key was targeting someone (employee #8 at MongoDB) who had an entrepreneurial mindset and curiosity about learning from vendors. Narciso's insight: enterprise operators often want to learn from startups tackling similar problems, whether to buy the solution or implement it internally. B2B founders should research target prospects' backgrounds and approach those with startup experience or operational curiosity. Podcasting as ABM for enterprise sales: Narciso uses his "Revenue Engine Masters" podcast strategically as an account-based marketing tool, targeting specific people at target companies rather than focusing on broad reach. After recording nearly 20 episodes, he's seeing inbound interest and using the content to extract messaging insights. The podcast also strengthens relationships with prospects and customers who participate. B2B founders should consider podcasting not as a mass-market strategy but as a high-touch relationship-building tool for their ideal customer profile. // Sponsors: Front Lines — We help B2B tech companies launch, manage, and grow podcasts that drive demand, awareness, and thought leadership. www.FrontLines.io The Global Talent Co. — We help tech startups find, vet, hire, pay, and retain amazing marketing talent that costs 50-70% less than the US & Europe. www.GlobalTalent.co // Don't Miss: New Podcast Series — How I Hire Senior GTM leaders share the tactical hiring frameworks they use to build winning revenue teams. Hosted by Andy Mowat, who scaled 4 unicorns from $10M to $100M+ ARR and launched Whispered to help executives find their next role. Subscribe here: https://open.spotify.com/show/53yCHlPfLSMFimtv0riPyM
A key challenge with designing AI agents is that large language models are stateless and have limited context windows. This requires careful engineering to maintain continuity and reliability across sequential LLM interactions. To perform well, agents need fast systems for storing and retrieving short-term conversations, summaries, and long-term facts. Redis is an open‑source, in‑memory data The post Redis and AI Agent Memory with Andrew Brookins appeared first on Software Engineering Daily.
A key challenge with designing AI agents is that large language models are stateless and have limited context windows. This requires careful engineering to maintain continuity and reliability across sequential LLM interactions. To perform well, agents need fast systems for storing and retrieving short-term conversations, summaries, and long-term facts. Redis is an open‑source, in‑memory data The post Redis and AI Agent Memory with Andrew Brookins appeared first on Software Engineering Daily.
Fredrik talks to Maddy Montaquila about building user interfaces, and how .net has come a much longer way than people may think. We talk about the various .net-related options for building user interfaces, mixing and matching MAUI stuff, Blazor stuff, and straight up web stuff. We discuss the way to go for Windows desktop apps among all these options. The perception of .net - a challenge and something being actively worked on. We also touch on actually useful AI, plus some unexpectedly fond memories of the touch bar. Recorded during Øredev 2024. The episode is sponsored by Ellipsis - let us edit your podcast and make it sound just as good as Kodsnack! With more than ten years and 1200 episodes of experience, Ellipsis gets your podcast edited, chapterized, and described with all related links in a prompt and professional manner. Thank you Cloudnet for sponsoring our VPS! Comments, questions or tips? We a re @kodsnack, @tobiashieta, @oferlund and @bjoreman on Twitter, have a page on Facebook and can be emailed at info@kodsnack.se if you want to write longer. We read everything we receive. If you enjoy Kodsnack we would love a review in iTunes! You can also support the podcast by buying us a coffee (or two!) through Ko-fi. Links Maddy Maddy’s Øredev 2024 talks: Hybrid web and desktop apps with .net MAUI and Blazor and .net all the things - cloud, mobile, web, and more! .net Aspire Blazor hybrid MAUI .net conf 2024 .net 9 Syncfusion Syncfusion controls for MAUI apps Blazor render modes Hybrid web view Electron Techbash Xamarin Flutter React Blackboard Timeedit Redis Opentelemetry Rabbitmq Ollama Support us on Ko-fi Ellipsis - sponsor of the week: we edit Kodsnack, and we can edit your podcast too! Winforms WPF Winui Touch bar .net ahead of time compilation Performance improvements in .net 9 - the 300 pages blog post Microsoft extensions AI Amazon go stores Spring boot The minimal API structure Titles Two of my fun things Trust me, I can ramble I can ramble for eternity The shimmer control A bunch of wasted space in my brain If you have a Javascript frontend A lot with the hybrid stuff Nice step up from Electron MAUI doesn’t need me People want native controls Web is reach If this guy’s on vacation The only .net you ever have to see Java with more The polyglot world A deeply native Windows experience It was a nice volume slider The .net perception Three less indents Purists of architecture Blended experiences
Read more about Kafka Diskless-topics, KIP by Aiven:KIP-1150: https://fnf.dev/3EuL7mvSummary:In this conversation, Kaivalya Apte and Alexis Schlomer discuss the internals of query optimization with the new project optd. They explore the challenges faced by existing query optimizers, the importance of cost models, and the advantages of using Rust for performance and safety. The discussion also covers the innovative streaming model of query execution, feedback mechanisms for refining optimizations, and the future developments planned for optd, including support for various databases and enhanced cost models.Chapters00:00 Introduction to optd and Its Purpose03:57 Understanding Query Optimization and Its Importance10:26 Defining Query Optimization and Its Challenges17:32 Exploring the Limitations of Existing Optimizers21:39 The Role of Calcite in Query Optimization26:54 The Need for a Domain-Specific Language40:10 Advantages of Using Rust for optd44:37 High-Level Overview of optd's Functionality48:36 Optimizing Query Execution with Coroutines50:03 Streaming Model for Query Optimization51:36 Client Interaction and Feedback Mechanism54:18 Adaptive Decision Making in Query Execution54:56 Persistent Memoization for Enhanced Performance57:12 Guided Scheduling in Query Optimization59:55 Balancing Execution Time and Optimization01:01:43 Understanding Cost Models in Query Optimization01:04:22 Exploring Storage Solutions for Query Optimization01:07:13 Enhancing Observability and Caching Mechanisms01:07:44 Future Optimizations and System Improvements01:18:02 Challenges in Query Optimization Development01:20:33 Upcoming Features and Roadmap for optdReferences:- NeuroCard: learned Cardinality Estimation: https://vldb.org/pvldb/vol14/p61-yang.pdf- RL-based QO: https://arxiv.org/pdf/1808.03196- Microsoft book about QO: https://www.microsoft.com/en-us/research/publication/extensible-query-optimizers-in-practice/- Cascades paper: https://15721.courses.cs.cmu.edu/spring2016/papers/graefe-ieee1995.pdf- optd source code: https://github.com/cmu-db/optd- optd website (for now): https://db.cs.cmu.edu/projects/optd/For memberships: join this channel as a member here:https://www.youtube.com/channel/UC_mGuY4g0mggeUGM6V1osdA/joinDon't forget to like, share, and subscribe for more insights!=============================================================================Like building stuff? Try out CodeCrafters and build amazing real world systems like Redis, Kafka, Sqlite. Use the link below to signup and get 40% off on paid subscription.https://app.codecrafters.io/join?via=geeknarrator=============================================================================Database internals series: https://youtu.be/yV_Zp0Mi3xsPopular playlists:Realtime streaming systems: https://www.youtube.com/playlist?list=PLL7QpTxsA4se-mAKKoVOs3VcaP71X_LA-Software Engineering: https://www.youtube.com/playlist?list=PLL7QpTxsA4sf6By03bot5BhKoMgxDUU17Distributed systems and databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4sfLDUnjBJXJGFhhz94jDd_dModern databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4scSeZAsCUXijtnfW5ARlrsNStay Curios! Keep Learning!#database #queryoptimization #sql #postgres
For memberships: join this channel as a member here:https://www.youtube.com/channel/UC_mGuY4g0mggeUGM6V1osdA/joinSummary:In this episode of The Geek Narrator podcast, host Kaivalya Apte interviews Kyle Kingsbury, a renowned expert in database and distributed systems safety analysis. They discuss the world of testing distributed systems, the challenges faced, common bugs and patterns. Kyle shares insights on the importance of understanding system documentation, the role of formal verification, and the balance between performance and safety in testing. He also provides valuable advice for aspiring engineers in the field of distributed systems.Chapters:00:00 Introduction to Kyle Kingsbury and His Work06:59 Common Bugs in Distributed Systems12:37 Functional Bugs vs Safety Bugs17:54 Changes in Testing Over the Years26:03 False Positives and Negatives in Testing32:33 The Importance of Experimentation in Testing39:28 Tools and Technologies for Testing48:58 The Role of Formal Verification57:04 Reusability of TestsImportant links:Distributed systems class: https://github.com/aphyr/distsys-classWrite your own distributed system: https://github.com/jepsen-io/maelstromJepsen Analyses: https://jepsen.io/analysesKey takeaways:- Reading documentation is a crucial first step in testing systems.- Testing distributed systems involves understanding their semantics and guarantees.- Common bugs often arise from mismanagement of definite versus indefinite failures.- Testing strategies for cloud-based systems require cooperation with providers.- Performance testing can reveal unexpected behaviours in systems under stress.- Formal verification remains a challenging but valuable tool in ensuring system safety.- The testing process is iterative and requires collaboration with engineering teams.- Aspiring engineers should immerse themselves in practical experiences to build intuition.For memberships: join this channel as a member here:https://www.youtube.com/channel/UC_mGuY4g0mggeUGM6V1osdA/joinDon't forget to like, share, and subscribe for more insights!=============================================================================Like building stuff? Try out CodeCrafters and build amazing real world systems like Redis, Kafka, Sqlite. Use the link below to signup and get 40% off on paid subscription.https://app.codecrafters.io/join?via=geeknarrator=============================================================================Database internals series: https://youtu.be/yV_Zp0Mi3xsPopular playlists:Realtime streaming systems: https://www.youtube.com/playlist?list=PLL7QpTxsA4se-mAKKoVOs3VcaP71X_LA-Software Engineering: https://www.youtube.com/playlist?list=PLL7QpTxsA4sf6By03bot5BhKoMgxDUU17Distributed systems and databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4sfLDUnjBJXJGFhhz94jDd_dModern databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4scSeZAsCUXijtnfW5ARlrsNStay Curios! Keep Learning!#databasearchitecture #distributedsystems #cloudcomputing #testing #jepsen
For memberships: join this channel as a member here:https://www.youtube.com/channel/UC_mGuY4g0mggeUGM6V1osdA/joinSummary:In this conversation, Kaivalya Apte and Rajesh Pandey talk about the engineering behind AWS Lambda, exploring its architecture, use cases, and best practices. They discuss the challenges of event handling, concurrency, and load balancing, as well as the importance of observability and testing in serverless environments. The conversation highlights the innovative solutions AWS Lambda provides for developers, emphasizing the balance between simplicity and complexity in cloud computing.Chapters:00:00 Introduction to AWS Lambda04:36 Use Cases and Best Practices for AWS Lambda09:34 Event Handling and Queue Management19:41 Idempotency and Event Duplication Challenges29:39 Cold Starts and Performance Optimization34:37 Statelessness and Resource Management in Lambda42:18 Understanding Micro-VMs and Cold Starts45:14 Resource Management and Recommendations for Developers47:04 Scaling and Back Pressure in Serverless Systems51:33 Cellular Architecture and Fairness in Resource Allocation55:23 Handling Problematic Events and Poison Pills01:01:03 Testing and Operational Readiness in Lambda01:14:11 Preparing for High Traffic EventsReferences:Handling Billions of invocations: https://aws.amazon.com/blogs/compute/handling-billions-of-invocations-best-practices-from-aws-lambda/Firecracker: https://firecracker-microvm.github.io/AWS Lambda: https://aws.amazon.com/lambda/Connect with Rajesh: https://x.com/RPandeyViewshttps://www.linkedin.com/in/rajeshpandeyiiit/Don't forget to like, share, and subscribe for more insights!=============================================================================Like building stuff? Try out CodeCrafters and build amazing real world systems like Redis, Kafka, Sqlite. Use the link below to signup and get 40% off on paid subscription.https://app.codecrafters.io/join?via=geeknarrator=============================================================================Database internals series: https://youtu.be/yV_Zp0Mi3xsPopular playlists:Realtime streaming systems: https://www.youtube.com/playlist?list=PLL7QpTxsA4se-mAKKoVOs3VcaP71X_LA-Software Engineering: https://www.youtube.com/playlist?list=PLL7QpTxsA4sf6By03bot5BhKoMgxDUU17Distributed systems and databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4sfLDUnjBJXJGFhhz94jDd_dModern databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4scSeZAsCUXijtnfW5ARlrsNStay Curios! Keep Learning!#aws #awslambda #serverless #distributedsystems #scalability #reliability
For memberships: join this channel as a member here:https://www.youtube.com/channel/UC_mGuY4g0mggeUGM6V1osdA/joinSummaryIn this conversation, Nitish Tiwari discusses Parseable, an observability platform designed to address the challenges of managing and analyzing large volumes of data. The discussion covers the evolution of observability systems, the design principles behind Parseable, and the importance of efficient data ingestion and storage in S3. Nitish explains how Parseable allows for flexible deployment, handles data organization, and supports querying through SQL. The conversation also touches on the correlation of logs and traces, failure modes, scaling strategies, and the optional nature of indexing for performance optimization.References:Parseable: https://www.parseable.com/GitHub Repository: https://github.com/parseablehq/parseableArchitecture: https://parseable.com/docs/architecture Chapters:00:00 Introduction to Parseable and Observability Challenges05:17 Key Features of Parseable12:03 Deployment and Configuration of Parseable18:59 Ingestion Process and Data Handling32:52 S3 Integration and Data Organisation35:26 Organising Data in Parseable38:50 Metadata Management and Retention39:52 Querying Data: User Experience and SQL44:28 Caching and Performance Optimisation46:55 User-Friendly Querying: SQL vs. UI48:53 Correlating Logs and Traces50:27 Handling Failures in Ingestion53:31 Managing Spiky Workloads54:58 Data Partitioning and Organisation58:06 Creating Indexes for Faster Reads01:00:08 Parseable's Architecture and Optimisation01:03:09 AI for Enhanced Observability01:05:41 Getting Involved with ParseableFor memberships: join this channel as a member here:https://www.youtube.com/channel/UC_mGuY4g0mggeUGM6V1osdA/joinDon't forget to like, share, and subscribe for more insights!=============================================================================Like building stuff? Try out CodeCrafters and build amazing real world systems like Redis, Kafka, Sqlite. Use the link below to signup and get 40% off on paid subscription.https://app.codecrafters.io/join?via=geeknarrator=============================================================================Database internals series: https://youtu.be/yV_Zp0Mi3xsPopular playlists:Realtime streaming systems: https://www.youtube.com/playlist?list=PLL7QpTxsA4se-mAKKoVOs3VcaP71X_LA-Software Engineering: https://www.youtube.com/playlist?list=PLL7QpTxsA4sf6By03bot5BhKoMgxDUU17Distributed systems and databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4sfLDUnjBJXJGFhhz94jDd_dModern databases: https://www.youtube.com/playlist?list=PLL7QpTxsA4scSeZAsCUXijtnfW5ARlrsNStay Curios! Keep Learning!#database #s3 #objectstorage #opentelemetry #logs #metrics
Today, we're talking Valkey, Redis, and all things caching. Our guest is Madelyn Olson, who is a principal engineer at AWS working on Elasticache and is one of the most well-known people in the caching community. She was a core maintainer of Redis prior to the fork and was one of the creators of Valkey, an open-source fork of Redis. In this episode, we talk about Madelyn's road to becoming a Redis maintainer and how she found out about the March 2024 license change. Then, Madelyn shares the story of Valkey being created, philosophical differences between the projects, and her reaction to re-relicensing of Redis in May 2025. Next, we dive into the performance improvements of recent Valkey releases, including the I/O threads improvements and the new hash table layout. Along the way, Madelyn dispels the notion that the single-threaded nature of Redis / Valkey is that big of a hindrance for most workloads. Finally, she compares some of the Valkey improvements to some of the other recent cache competitors in the space.
Join Dan Vega and DaShaun Carter for the latest updates from the Spring Ecosystem. In this episode, Dan and DaShaun are joined by Redis Developer Advocate, Raphael De Lio. Join us as we explore Redis's ever-growing role in the Spring ecosystem. We will look discuss its common and foundational use cases, then dig into new and exciting use cases, including similarity search, the cutting-edge vector data type, and how Redis is becoming a key player in AI-driven solutions. Get ready to discover the latest ways Spring developers are leveraging Redis to build highly performant and intelligent applications. You can participate in our live stream to ask questions or catch the replay on your preferred podcast platform.Key TakeawaysWhat is Redis?Originally created in 2009 as a fast, horizontally scalable databaseKnown primarily for caching, but it's actually a full database with persistence and transactionsRedis 8 is now open source again with massive performance improvements (87% faster execution, 2x higher throughput)Beyond Caching: Redis Use CasesVector databases for AI applications (semantic search, caching, routing)Time series data for real-time analyticsGeospatial indexing for location-based featuresProbabilistic data structures (Bloom filters, count-min sketch) for high-scale applicationsStreams for message queues and real-time data processingSession storage for distributed applicationsAI & Vector Database ApplicationsSemantic caching: Cache LLM responses using vector similarity (can reduce costs by 60%)Semantic routing: Route queries to appropriate tools without calling LLMsMemory for AI agents: Short-term and long-term conversation memoryRecommendation systems: Power Netflix/YouTube-style recommendationsGetting Started with SpringUse start.spring.io with Docker Compose for easy setupSpring Data Redis for basic caching with @CacheableRedis OM Spring for advanced features (vector search, JSON, etc.)New annotations: @Vectorize and @Indexed for automatic vector embeddingsUpcoming EventsSpring One - 6 weeks away in Las VegasRedis Hackathon - July 23rd via dev.to/challengesLinks & ResourcesRedisRedis OM SpringRedis YouTube ChannelSpring One ConferenceStart Spring IOConnect with Raphael DeLeoEmail: rafael.deleo@redis.comLinkedIn: Raphael DeLeoGitHub: raphaeldelio Blue Sky: raphaeldelio.dev Redis vs Valkey discussion included - Redis 8 returns to open source with significant performance improvements and integrated modules that were previously separate.
What can a satirical HBO series teach you about building a scalable, high-impact B2B marketing engine? A lot—if you ask Manish Gupta.In this episode, 4-Time CMO Manish Gupta joins Caspian CEO Ian Faison to deconstruct the show Silicon Valley and extract lessons on marketing, storytelling, team dynamics, and startup chaos. Together, they explore how to translate complex technology to engage your audience, prioritizing content in your marketing, and including human moments to build brand trust.About our guest, Manish GuptaManish Gupta is a 4x CMO, having led marketing at companies like LaunchDarkly, Sonar and Redis. Manish brings deep experience scaling B2B technology businesses across public and private markets, including acquisitions and strategic transitions.His leadership spans category-defining companies such as Redis, Sonar, Liaison, Oracle, and Apple, where he has successfully driven both product-led and sales-led growth. With domain expertise in software infrastructure, AI, SaaS, cloud, and communications, Manish is known for navigating complex business models and delivering sustainable growth.He has also served as an advisor, board member, and investor in early-stage startups. Manish holds Master's and Bachelor's degrees in Engineering from Georgia Tech and an MBA from Santa Clara University.What B2B Companies Can Learn From Silicon Valley:Tech needs a translator. Technology is hard to understand—even for your audience. “Translating really complex technologies into simple-to-deliver messaging is an art form,” Manish says. “Great technology needs a great story, right? The narrative is so important, and how you deliver the narrative and how you package it is key to the success.”Content is the engine. Not the garnish. Manish makes it clear: “The whole marketing engine should be built around content.” That means investing in formats your audience truly wants—like hands-on guides and short-form videos—and making sure every asset is tailored to a specific persona and stage in the journey.Human moments build brand trust. Whether it's the "Not Hotdog" app or the team playing their bizarre “Always Blue” game, Silicon Valley nails the emotional truth of startup life. That same humanity should be visible in your marketing. Quotes*“ We as marketing leaders have to be very mindful that not everything and everybody in every marketing organization can evolve and move at an exponentially improved pace just because you have the tools. Yes, it has to move on that trajectory, but there has to be a level of reality put into the expectation. Otherwise there's gonna be burnout.”*”I think particularly in the B2B tech space, you've got almost a bifurcation of folks that use the technology but don't have any budget ownership, versus people that have the decision-making authority and the budget ownership but aren't necessarily very close to the technology. And I think marketing has to deal with that two-pronged approach in everything that it does and the channels that get activated. The messaging that has to align with the audience is certainly the content that has to be created, and that can be complicated. Balancing that is a nuanced execution for marketing teams.”*”A CMO should run the entire marketing engine around content. And this is not to invoke the old adage of ‘Content is king,' but, you know, what are you at the end of the day? Delivering or communicating to your target audience, whether it's an existing customer or a prospect you're trying to win over. It is content and how you package that content, how you position it, what story and narrative is wrapped around the technology to deliver is really, at the end of the day, what matters.”Time Stamps[00:55] Meet Manish Gupta, 4-Time CMO[01:05] Why Silicon Valley?[08:22] What is Silicon Valley?[16:01] B2B Marketing Takeaways from Silicon Valley[24:02] Balancing Predictability and Innovation[28:10] Targeting Practitioners vs. Decision Makers[30:26] Creating How-To Content[33:18] Importance of Content[39:33] Measuring ROI Around a Series of Content[42:13] Advice for CMOs on Content Strategy[43:25] Final Thoughts and TakeawaysLinksConnect with Manish on LinkedInAbout Remarkable!Remarkable! is created by the team at Caspian Studios, the premier B2B Podcast-as-a-Service company. Caspian creates both nonfiction and fiction series for B2B companies. If you want a fiction series check out our new offering - The Business Thriller - Hollywood style storytelling for B2B. Learn more at CaspianStudios.com. In today's episode, you heard from Ian Faison (CEO of Caspian Studios) and Meredith Gooderham (Head of Production). Remarkable was produced this week by Jess Avellino, mixed by Scott Goodrich, and our theme song is “Solomon” by FALAK. Create something remarkable. Rise above the noise.
Redis finally picks the right licence but it's probably too late, the Ubuntu release process is being modernised, GNOME drops X11 for good and gets a new Executive Director, the Android Desktop mode is officially happening, and Linux Format magazine is no more. Plus a cool Frigate update, auto dark mode in Plasma, and Fender's... Read More
Redis finally picks the right licence but it's probably too late, the Ubuntu release process is being modernised, GNOME drops X11 for good and gets a new Executive Director, the Android Desktop mode is officially happening, and Linux Format magazine is no more. Plus a cool Frigate update, auto dark mode in Plasma, and Fender's... Read More
Today we are talking about the Custom Field Module, what it does, and why you might want to use it with guest Andy Marquis. We'll also cover Facet Bot Blocker as our module of the week. For show notes visit: https://www.talkingDrupal.com/505 Topics Meet the Guest: Andy Marquee Module of the Week: Facet Bot Blocker Exploring the Custom Field Module Benefits and Use Cases of Custom Field Module Custom Field Module vs. Other Solutions Advanced Features and Integrations Reflecting on Past Projects and Key Value Use Cases and Flexibility of Custom Fields Advanced Features and Integrations Challenges and Limitations Future Roadmap and Improvements Resources Custom Field Module Guests Andy Marquis - drupal.org/project/custom_field apmsooner Hosts Nic Laflin - nLighteneddevelopment.com nicxvan John Picozzi - epam.com johnpicozzi Norah Medlin - tekNorah MOTW Correspondent Martin Anderson-Clutz - mandclu.com mandclu Brief description: Have you been looking for an inexpensive way to mitigate an upsurge of bot traffic on your Drupal site's faceted search pages? There's a module for that Module name/project name: Facet Bot Blocker Brief history How old: created in Mar 2025, so about two months ago, by John Brandenburg (bburg) of Forum One Versions available: 1.0.2 which support Drupal 10 and 11 Maintainership Actively maintained Security coverage Number of open issues: 4 open issues, one of which is a bug, but it did have a fix merged 4 days ago Usage stats: 106 sites Module features and usage A number of sites are seeing a huge upswing in bot traffic, and quite often a big part of that bot traffic is on one or more pages with faceted search Crawlers try to request every permutation of every possible combination of facets. If your page has multiple facets, and in particular facets that accept multiple values, the number of permutations becomes huge Facet Bot Blocker works by allowing you to set a maximum number of facet requests to allow, what error to return, and a custom HTML message to return to blocked user agents If you have Memcache or Redis available, it's recommended to use the appropriate module, and Facet Bot Blocker will automatically store its settings there for reduced database reads The project page is also clear that if you are able to use a true Web Application Firewall (like Cloudflare or Akamai), that would be a better strategy. But if you don't have one available, Facet Bot Blocker can help to mitigate the surges in bot traffic that are causing problems for many Drupal sites, particularly those hosted on platforms that charge based on usage
Demetrios, Sam Partee, and Rahul Parundekar unpack the chaos of AI agent tools and the evolving world of MCP (Model Context Protocol). With sharp insights and plenty of laughs, they dig into tool permissions, security quirks, agent memory, and the messy path to making agents actually useful.// BioSam ParteeSam Partee is the CTO and Co-Founder of Arcade AI. Previously a Principal Engineer leading the Applied AI team at Redis, Sam led the effort in creating the ecosystem around Redis as a vector database. He is a contributor to multiple OSS projects including Langchain, DeterminedAI, LlamaIndex and Chapel amongst others. While at Cray/HPE he created the SmartSim AI framework which is now used at national labs around the country to integrate HPC simulations like climate models with AI. Rahul ParundekarRahul Parundekar is the founder of AI Hero. He graduated with a Master's in Computer Science from USC Los Angeles in 2010, and embarked on a career focused on Artificial Intelligence. From 2010-2017, he worked as a Senior Researcher at Toyota ITC working on agent autonomy within vehicles. His journey continued as the Director of Data Science at FigureEight (later acquired by Appen), where he and his team developed an architecture supporting over 36 ML models and managing over a million predictions daily. Since 2021, he has been working on AI Hero, aiming to democratize AI access, while also consulting on LLMOps(Large Language Model Operations), and AI system scalability. Other than his full time role as a founder, he is also passionate about community engagement, and actively organizes MLOps events in SF, and contributes educational content on RAG and LLMOps at learn.mlops.community.// Related LinksWebsites: arcade.devaihero.studio~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExploreMLOps Swag/Merch: [https://shop.mlops.community/]Connect with Demetrios on LinkedIn: /dpbrinkmConnect with Rahul on LinkedIn: /rparundekarConnect with Sam on LinkedIn: /samparteeTimestamps:[00:00] Agents & Tools, Explained (Without Melting Your Brain)[09:51] MVP Servers: Why Everything's on Fire (and How to Fix It)[13:18] Can We Actually Trust the Protocol?[18:13] KYC, But Make It AI (and Less Painful)[25:25] Web Automation Tests: The Bugs Strike Back[28:18] MCP Dev: What Went Wrong (and What Saved Us)[33:53] Social Login: One Button to Rule Them All[39:33] What Even Is an AI-Native Developer?[42:21] Betting Big on Smarter Models (High Risk, High Reward)[51:40] Harrison's Bold New Tactic (With Real-Life Magic Tricks)[55:31] Async Task Handoffs: Herding Cats, But Digitally[1:00:37] Getting AI to Actually Help Your Workflow[1:03:53] The Infamous Varma System Error (And How We Dodge It)
video: https://youtu.be/23-FYQvEqZQ In this episode, we discuss community feedback about the challenges of anti-cheat systems regarding privacy and security. Then we talk about Anduin OS and Linux distros that look a lot like Windows. Plus, the implications of Redis' licensing shift back to open source. Jill updates us on the Open Source Lab's successful funding campaign, and we share a lively discussion about "Floorp," a Firefox-based browser focused on customization and tracking protection. Forum Discussion Thread (https://destinationlinux.net/forum) Download as MP3 (https://aphid.fireside.fm/d/1437767933/32f28071-0b08-4ea1-afcc-37af75bd83d6/edb63036-e701-4eff-b9b7-32878acf4c67.mp3) Support the show by becoming a patron at tuxdigital.com/membership (https://tuxdigital.com/membership) or get some swag at tuxdigital.com/store (https://tuxdigital.com/store) Hosted by: Ryan (DasGeek) = dasgeek.net (https://dasgeek.net) Jill Bryant = jilllinuxgirl.com (https://jilllinuxgirl.com) Michael Tunnell = michaeltunnell.com (https://michaeltunnell.com) Chapters: 00:00:00 Intro 00:01:27 Community Feedback: Rootkits, Anti-Cheat, and Apple's Open Source Claims 00:07:20 When Anti-Cheat Starts Looking Like Malware 00:17:54 Sandfly Security 00:20:18 Preview: Red Hat Summit Coverage Plans 00:23:21 Distro Talk: Anduin OS, a Windows 11 Lookalike 00:28:24 Microsoft's Next Move? Nobody Knows, Not Even Microsoft 00:29:47 Imitating Windows 11: Helpful Onboarding or User Trap? 00:34:02 Please Add Clippy 00:35:23 Big Profits, Bigger Cuts: Microsoft's 3% Workforce Reduction 00:40:11 Final Thoughts on Anduin OS 00:41:24 Open Source Lab Reaches Funding Goal – What's Next 00:47:26 Redis Flips Back to Open Source – Too Little, Too Late? 00:54:43 Software Spotlight: Floorp – A Firefox-Based Browser 00:56:59 Judging Browsers by Their Websites—Because We Can 00:58:11 Sea Monkey Website Roast & Browser Tangents 00:58:44 Fun Fact: Floorp Powers Garuda's FireDragon Browser 00:59:04 SeaMonkey Browser: Stuck in Time, Just Like Its Website 00:59:46 Dial-Up Vibes Only: Exploring Netscape's Classic ISP Site 01:01:01 SeaMonkey Nostalgia: Childhood Pets That Didn't Do Much 01:02:05 Making Friends & Sea Monkey Sponsorship Pitch 01:03:13 SeaMonkey Browser: Channeling That Pet Shrimp Energy 01:04:17 Join the TuxDigital Discord—Your Next Linux Friend Awaits! 01:05:51 Membership Perks & Upcoming Merch Tease 01:07:13 Ryan's SeaMonkey Obsession—And He Doesn't Even Know What They Are 01:08:23 Outro 01:10:09 Post Show Links: https://www.anduinos.com/ (https://www.anduinos.com/) https://news.anduinos.com/post/2025/5/6/story-behind-anduinos-a-letter-from-anduin (https://news.anduinos.com/post/2025/5/6/story-behind-anduinos-a-letter-from-anduin) https://osuosl.org/blog/osl-future-update/ (https://osuosl.org/blog/osl-future-update/) https://osuosl.org/donate/ (https://osuosl.org/donate/) https://www.zdnet.com/article/redis-returns-to-open-source-with-agplv3-license-but-not-everyone-is-happy/ (https://www.zdnet.com/article/redis-returns-to-open-source-with-agplv3-license-but-not-everyone-is-happy/) https://floorp.app/en-US (https://floorp.app/en-US) https://www.seamonkey-project.org/ (https://www.seamonkey-project.org/) https://sea-monkeys.com/ (https://sea-monkeys.com/)
Roman Gershman is Co-Founder & CTO of Dragonfly, the drop-in Redis replacement for heavy data workloads that has significant performance, cost, and scale benefits. Their open source dragonflydb has 28K stars on GitHub. Dragonfly has raised $21M from investors including Quiet Capital and Redpoint. In this episode, we dig into:The challenges with Redis The users that have really benefitted from Dragonfly (high scale + real-time needs - gaming, B2C) The benefits of being multi-threaded How they got some of their bigger users / customers like Twilio, SoFi, and Spotify
Gros épisode qui couvre un large spectre de sujets : Java, Scala, Micronaut, NodeJS, l'IA et la compétence des développeurs, le sampling dans les LLMs, les DTO, le vibe coding, les changements chez Broadcom et Red Hat ainsi que plusieurs nouvelles sur les licences open source. Enregistré le 7 mai 2025 Téléchargement de l'épisode LesCastCodeurs-Episode-325.mp3 ou en vidéo sur YouTube. News Langages A l'occasion de JavaOne et du lancement de Java 24, Oracle lance un nouveau site avec des ressources vidéo pour apprendre le langage https://learn.java/ site plutôt à destination des débutants et des enseignants couvre la syntaxe aussi, y compris les ajouts plus récents comme les records ou le pattern matching c'est pas le site le plus trendy du monde. Martin Odersky partage un long article sur l'état de l'écosystème Scala et les évolutions du language https://www.scala-lang.org/blog/2025/03/24/evolving-scala.html Stabilité et besoin d'évolution : Scala maintient sa position (~14ème mondial) avec des bases techniques solides, mais doit évoluer face à la concurrence pour rester pertinent. Axes prioritaires : L'évolution se concentre sur l'amélioration du duo sécurité/convivialité, le polissage du langage (suppression des “rugosités”) et la simplification pour les débutants. Innovation continue : Geler les fonctionnalités est exclu ; l'innovation est clé pour la valeur de Scala. Le langage doit rester généraliste et ne pas se lier à un framework spécifique. Défis et progrès : L'outillage (IDE, outils de build comme sbt, scala-cli, Mill) et la facilité d'apprentissage de l'écosystème sont des points d'attention, avec des améliorations en cours (partenariat pédagogique, plateformes simples). Des strings encore plus rapides ! https://inside.java/2025/05/01/strings-just-got-faster/ Dans JDK 25, la performance de la fonction String::hashCode a été améliorée pour être principalement constant foldable. Cela signifie que si les chaînes de caractères sont utilisées comme clés dans une Map statique et immuable, des gains de performance significatifs sont probables. L'amélioration repose sur l'annotation interne @Stable appliquée au champ privé String.hash. Cette annotation permet à la machine virtuelle de lire la valeur du hash une seule fois et de la considérer comme constante si elle n'est pas la valeur par défaut (zéro). Par conséquent, l'opération String::hashCode peut être remplacée par la valeur de hash connue, optimisant ainsi les lookups dans les Map immuables. Un cas limite est celui où le code de hachage de la chaîne est zéro, auquel cas l'optimisation ne fonctionne pas (par exemple, pour la chaîne vide “”). Bien que l'annotation @Stable soit interne au JDK, un nouveau JEP (JEP 502: Stable Values (Preview)) est en cours de développement pour permettre aux utilisateurs de bénéficier indirectement de fonctionnalités similaires. AtomicHash, une implémentation Java d'une HashMap qui est thread-safe, atomique et non-bloquante https://github.com/arxila/atomichash implémenté sous forme de version immutable de Concurrent Hash Trie Librairies Sortie de Micronaut 4.8.0 https://micronaut.io/2025/04/01/micronaut-framework-4-8-0-released/ Mise à jour de la BOM (Bill of Materials) : La version 4.8.0 met à jour la BOM de la plateforme Micronaut. Améliorations de Micronaut Core : Intégration de Micronaut SourceGen pour la génération interne de métadonnées et d'expressions bytecode. Nombreuses améliorations dans Micronaut SourceGen. Ajout du traçage de l'injection de dépendances pour faciliter le débogage au démarrage et à la création des beans. Nouveau membre definitionType dans l'annotation @Client pour faciliter le partage d'interfaces entre client et serveur. Support de la fusion dans les Bean Mappers via l'annotation @Mapping. Nouvelle liveness probe détectant les threads bloqués (deadlocked) via ThreadMXBean. Intégration Kubernetes améliorée : Mise à jour du client Java Kubernetes vers la version 22.0.1. Ajout du module Micronaut Kubernetes Client OpenAPI, offrant une alternative au client officiel avec moins de dépendances, une configuration unifiée, le support des filtres et la compatibilité Native Image. Introduction d'un nouveau runtime serveur basé sur le serveur HTTP intégré de Java, permettant de créer des applications sans dépendances serveur externes. Ajout dans Micronaut Micrometer d'un module pour instrumenter les sources de données (traces et métriques). Ajout de la condition condition dans l'annotation @MetricOptions pour contrôler l'activation des métriques via une expression. Support des Consul watches dans Micronaut Discovery Client pour détecter les changements de configuration distribuée. Possibilité de générer du code source à partir d'un schéma JSON via les plugins de build (Gradle et Maven). Web Node v24.0.0 passe en version Current: https://nodejs.org/en/blog/release/v24.0.0 Mise à jour du moteur V8 vers la version 13.6 : intégration de nouvelles fonctionnalités JavaScript telles que Float16Array, la gestion explicite des ressources (using), RegExp.escape, WebAssembly Memory64 et Error.isError. npm 11 inclus : améliorations en termes de performance, de sécurité et de compatibilité avec les packages JavaScript modernes. Changement de compilateur pour Windows : abandon de MSVC au profit de ClangCL pour la compilation de Node.js sur Windows. AsyncLocalStorage utilise désormais AsyncContextFrame par défaut : offrant une gestion plus efficace du contexte asynchrone. URLPattern disponible globalement : plus besoin d'importer explicitement cette API pour effectuer des correspondances d'URL. Améliorations du modèle de permissions : le flag expérimental --experimental-permission devient --permission, signalant une stabilité accrue de cette fonctionnalité. Améliorations du test runner : les sous-tests sont désormais attendus automatiquement, simplifiant l'écriture des tests et réduisant les erreurs liées aux promesses non gérées. Intégration d'Undici 7 : amélioration des capacités du client HTTP avec de meilleures performances et un support étendu des fonctionnalités HTTP modernes. Dépréciations et suppressions : Dépréciation de url.parse() au profit de l'API WHATWG URL. Suppression de tls.createSecurePair. Dépréciation de SlowBuffer. Dépréciation de l'instanciation de REPL sans new. Dépréciation de l'utilisation des classes Zlib sans new. Dépréciation du passage de args à spawn et execFile dans child_process. Node.js 24 est actuellement la version “Current” et deviendra une version LTS en octobre 2025. Il est recommandé de tester cette version pour évaluer son impact sur vos applications. Data et Intelligence Artificielle Apprendre à coder reste crucial et l'IA est là pour venir en aide : https://kyrylo.org/software/2025/03/27/learn-to-code-ignore-ai-then-use-ai-to-code-even-better.html Apprendre à coder reste essentiel malgré l'IA. L'IA peut assister la programmation. Une solide base est cruciale pour comprendre et contrôler le code. Cela permet d'éviter la dépendance à l'IA. Cela réduit le risque de remplacement par des outils d'IA accessibles à tous. L'IA est un outil, pas un substitut à la maîtrise des fondamentaux. Super article de Anthropic qui essaie de comprendre comment fonctionne la “pensée” des LLMs https://www.anthropic.com/research/tracing-thoughts-language-model Effet boîte noire : Stratégies internes des IA (Claude) opaques aux développeurs et utilisateurs. Objectif : Comprendre le “raisonnement” interne pour vérifier capacités et intentions. Méthode : Inspiration neurosciences, développement d'un “microscope IA” (regarder quels circuits neuronaux s'activent). Technique : Identification de concepts (“features”) et de “circuits” internes. Multilinguisme : Indice d'un “langage de pensée” conceptuel commun à toutes les langues avant de traduire dans une langue particulière. Planification : Capacité à anticiper (ex: rimes en poésie), pas seulement de la génération mot par mot (token par token). Raisonnement non fidèle : Peut fabriquer des arguments plausibles (“bullshitting”) pour une conclusion donnée. Logique multi-étapes : Combine des faits distincts, ne se contente pas de mémoriser. Hallucinations : Refus par défaut ; réponse si “connaissance” active, sinon risque d'hallucination si erreur. “Jailbreaks” : Tension entre cohérence grammaticale (pousse à continuer) et sécurité (devrait refuser). Bilan : Méthodes limitées mais prometteuses pour la transparence et la fiabilité de l'IA. Le “S” dans MCP veut dire Securité (ou pas !) https://elenacross7.medium.com/%EF%B8%8F-the-s-in-mcp-stands-for-security-91407b33ed6b La spécification MCP pour permettre aux LLMs d'avoir accès à divers outils et fonctions a peut-être été adoptée un peu rapidement, alors qu'elle n'était pas encore prête niveau sécurité L'article liste 4 types d'attaques possibles : vulnérabilité d'injection de commandes attaque d'empoisonnement d'outils redéfinition silencieuse de l'outil le shadowing d'outils inter-serveurs Pour l'instant, MCP n'est pas sécurisé : Pas de standard d'authentification Pas de chiffrement de contexte Pas de vérification d'intégrité des outils Basé sur l'article de InvariantLabs https://invariantlabs.ai/blog/mcp-security-notification-tool-poisoning-attacks Sortie Infinispan 15.2 - pre rolling upgrades 16.0 https://infinispan.org/blog/2025/03/27/infinispan-15-2 Support de Redis JSON + scripts Lua Métriques JVM désactivables Nouvelle console (PatternFly 6) Docs améliorées (métriques + logs) JDK 17 min, support JDK 24 Fin du serveur natif (performances) Guillaume montre comment développer un serveur MCP HTTP Server Sent Events avec l'implémentation de référence Java et LangChain4j https://glaforge.dev/posts/2025/04/04/mcp-client-and-server-with-java-mcp-sdk-and-langchain4j/ Développé en Java, avec l'implémentation de référence qui est aussi à la base de l'implémentation dans Spring Boot (mais indépendant de Spring) Le serveur MCP est exposé sous forme de servlet dans Jetty Le client MCP lui, est développé avec le module MCP de LangChain4j c'est semi independant de Spring dans le sens où c'est dépendant de Reactor et de ses interface. il y a une conversation sur le github d'anthropic pour trouver une solution, mais cela ne parait pas simple. Les fallacies derrière la citation “AI won't replace you, but humans using AI will” https://platforms.substack.com/cp/161356485 La fallacie de l'automatisation vs. l'augmentation : Elle se concentre sur l'amélioration des tâches existantes avec l'IA au lieu de considérer le changement de la valeur de ces tâches dans un nouveau système. La fallacie des gains de productivité : L'augmentation de la productivité ne se traduit pas toujours par plus de valeur pour les travailleurs, car la valeur créée peut être capturée ailleurs dans le système. La fallacie des emplois statiques : Les emplois sont des constructions organisationnelles qui peuvent être redéfinies par l'IA, rendant les rôles traditionnels obsolètes. La fallacie de la compétition “moi vs. quelqu'un utilisant l'IA” : La concurrence évolue lorsque l'IA modifie les contraintes fondamentales d'un secteur, rendant les compétences existantes moins pertinentes. La fallacie de la continuité du flux de travail : L'IA peut entraîner une réimagination complète des flux de travail, éliminant le besoin de certaines compétences. La fallacie des outils neutres : Les outils d'IA ne sont pas neutres et peuvent redistribuer le pouvoir organisationnel en changeant la façon dont les décisions sont prises et exécutées. La fallacie du salaire stable : Le maintien d'un emploi ne garantit pas un salaire stable, car la valeur du travail peut diminuer avec l'augmentation des capacités de l'IA. La fallacie de l'entreprise stable : L'intégration de l'IA nécessite une restructuration de l'entreprise et ne se fait pas dans un vide organisationnel. Comprendre le “sampling” dans les LLMs https://rentry.co/samplers Explique pourquoi les LLMs utilisent des tokens Les différentes méthodes de “sampling” : càd de choix de tokens Les hyperparamètres comme la température, top-p, et leur influence réciproque Les algorithmes de tokenisation comme Byte Pair Encoding et SentencePiece. Un de moins … OpenAI va racheter Windsurf pour 3 milliards de dollars. https://www.bloomberg.com/news/articles/2025-05-06/openai-reaches-agreement-to-buy-startup-windsurf-for-3-billion l'accord n'est pas encore finalisé Windsurf était valorisé à 1,25 milliards l'an dernier et OpenAI a levé 40 milliards dernièrement portant sa valeur à 300 milliards Le but pour OpenAI est de rentrer dans le monde des assistants de code pour lesquels ils sont aujourd'hui absent Docker desktop se met à l'IA… ? Une nouvelle fonctionnalité dans docker desktop 4.4 sur macos: Docker Model Runner https://dev.to/docker/run-genai-models-locally-with-docker-model-runner-5elb Permet de faire tourner des modèles nativement en local ( https://docs.docker.com/model-runner/ ) mais aussi des serveurs MCP ( https://docs.docker.com/ai/mcp-catalog-and-toolkit/ ) Outillage Jetbrains défend la suppression des commentaires négatifs sur son assistant IA https://devclass.com/2025/04/30/jetbrains-defends-removal-of-negative-reviews-for-unpopular-ai-assistant/?td=rt-3a L'IA Assistant de JetBrains, lancée en juillet 2023, a été téléchargée plus de 22 millions de fois mais n'est notée que 2,3 sur 5. Des utilisateurs ont remarqué que certaines critiques négatives étaient supprimées, ce qui a provoqué une réaction négative sur les réseaux sociaux. Un employé de JetBrains a expliqué que les critiques ont été supprimées soit parce qu'elles mentionnaient des problèmes déjà résolus, soit parce qu'elles violaient leur politique concernant les “grossièretés, etc.” L'entreprise a reconnu qu'elle aurait pu mieux gérer la situation, un représentant déclarant : “Supprimer plusieurs critiques d'un coup sans préavis semblait suspect. Nous aurions dû au moins publier un avis et fournir plus de détails aux auteurs.” Parmi les problèmes de l'IA Assistant signalés par les utilisateurs figurent : un support limité pour les fournisseurs de modèles tiers, une latence notable, des ralentissements fréquents, des fonctionnalités principales verrouillées aux services cloud de JetBrains, une expérience utilisateur incohérente et une documentation insuffisante. Une plainte courante est que l'IA Assistant s'installe sans permission. Un utilisateur sur Reddit l'a qualifié de “plugin agaçant qui s'auto-répare/se réinstalle comme un phénix”. JetBrains a récemment introduit un niveau gratuit et un nouvel agent IA appelé Junie, destiné à fonctionner parallèlement à l'IA Assistant, probablement en réponse à la concurrence entre fournisseurs. Mais il est plus char a faire tourner. La société s'est engagée à explorer de nouvelles approches pour traiter les mises à jour majeures différemment et envisage d'implémenter des critiques par version ou de marquer les critiques comme “Résolues” avec des liens vers les problèmes correspondants au lieu de les supprimer. Contrairement à des concurrents comme Microsoft, AWS ou Google, JetBrains commercialise uniquement des outils et services de développement et ne dispose pas d'une activité cloud distincte sur laquelle s'appuyer. Vos images de README et fichiers Markdown compatibles pour le dark mode de GitHub: https://github.blog/developer-skills/github/how-to-make-your-images-in-markdown-on-github-adjust-for-dark-mode-and-light-mode/ Seulement quelques lignes de pure HTML pour le faire Architecture Alors, les DTOs, c'est bien ou c'est pas bien ? https://codeopinion.com/dtos-mapping-the-good-the-bad-and-the-excessive/ Utilité des DTOs : Les DTOs servent à transférer des données entre les différentes couches d'une application, en mappant souvent les données entre différentes représentations (par exemple, entre la base de données et l'interface utilisateur). Surutilisation fréquente : L'article souligne que les DTOs sont souvent utilisés de manière excessive, notamment pour créer des API HTTP qui ne font que refléter les entités de la base de données, manquant ainsi l'opportunité de composer des données plus riches. Vraie valeur : La valeur réelle des DTOs réside dans la gestion du couplage entre les couches et la composition de données provenant de sources multiples en formes optimisées pour des cas d'utilisation spécifiques. Découplage : Il est suggéré d'utiliser les DTOs pour découpler les modèles de données internes des contrats externes (comme les API), ce qui permet une évolution et une gestion des versions indépendantes. Exemple avec CQRS : Dans le cadre de CQRS (Command Query Responsibility Segregation), les réponses aux requêtes (queries) agissent comme des DTOs spécifiquement adaptés aux besoins de l'interface utilisateur, pouvant inclure des données de diverses sources. Protection des données internes : Les DTOs aident à distinguer et protéger les modèles de données internes (privés) des changements externes (publics). Éviter l'excès : L'auteur met en garde contre les couches de mapping excessives (mapper un DTO vers un autre DTO) qui n'apportent pas de valeur ajoutée. Création ciblée : Il est conseillé de ne créer des DTOs que lorsqu'ils résolvent des problèmes concrets, tels que la gestion du couplage ou la facilitation de la composition de données. Méthodologies Même Guillaume se met au “vibe coding” https://glaforge.dev/posts/2025/05/02/vibe-coding-an-mcp-server-with-micronaut-and-gemini/ Selon Andrey Karpathy, c'est le fait de POC-er un proto, une appli jetable du weekend https://x.com/karpathy/status/1886192184808149383 Mais Simon Willison s'insurge que certains confondent coder avec l'assistance de l'IA avec le vibe coding https://simonwillison.net/2025/May/1/not-vibe-coding/ Guillaume c'est ici amusé à développer un serveur MCP avec Micronaut, en utilisant Gemini, l'IA de Google. Contrairement à Quarkus ou Spring Boot, Micronaut n'a pas encore de module ou de support spécifique pour faciliter la création de serveur MCP Sécurité Une faille de sécurité 10/10 sur Tomcat https://www.it-connect.fr/apache-tomcat-cette-faille-activement-exploitee-seulement-30-heures-apres-sa-divulgation-patchez/ Une faille de sécurité critique (CVE-2025-24813) affecte Apache Tomcat, permettant l'exécution de code à distance Cette vulnérabilité est activement exploitée seulement 30 heures après sa divulgation du 10 mars 2025 L'attaque ne nécessite aucune authentification et est particulièrement simple à exécuter Elle utilise une requête PUT avec une charge utile Java sérialisée encodée en base64, suivie d'une requête GET L'encodage en base64 permet de contourner la plupart des filtres de sécurité Les serveurs vulnérables utilisent un stockage de session basé sur des fichiers (configuration répandue) Les versions affectées sont : 11.0.0-M1 à 11.0.2, 10.1.0-M1 à 10.1.34, et 9.0.0.M1 à 9.0.98 Les mises à jour recommandées sont : 11.0.3+, 10.1.35+ et 9.0.99+ Les experts prévoient des attaques plus sophistiquées dans les prochaines phases d'exploitation (upload de config ou jsp) Sécurisation d'un serveur ssh https://ittavern.com/ssh-server-hardening/ un article qui liste les configurations clés pour sécuriser un serveur SSH par exemple, enlever password authentigfication, changer de port, desactiver le login root, forcer le protocol ssh 2, certains que je ne connaissais pas comme MaxStartups qui limite le nombre de connections non authentifiées concurrentes Port knocking est une technique utile mais demande une approche cliente consciente du protocol Oracle admet que les identités IAM de ses clients ont leaké https://www.theregister.com/2025/04/08/oracle_cloud_compromised/ Oracle a confirmé à certains clients que son cloud public a été compromis, alors que l'entreprise avait précédemment nié toute intrusion. Un pirate informatique a revendiqué avoir piraté deux serveurs d'authentification d'Oracle et volé environ six millions d'enregistrements, incluant des clés de sécurité privées, des identifiants chiffrés et des entrées LDAP. La faille exploitée serait la vulnérabilité CVE-2021-35587 dans Oracle Access Manager, qu'Oracle n'avait pas corrigée sur ses propres systèmes. Le pirate a créé un fichier texte début mars sur login.us2.oraclecloud.com contenant son adresse email pour prouver son accès. Selon Oracle, un ancien serveur contenant des données vieilles de huit ans aurait été compromis, mais un client affirme que des données de connexion aussi récentes que 2024 ont été dérobées. Oracle fait face à un procès au Texas concernant cette violation de données. Cette intrusion est distincte d'une autre attaque contre Oracle Health, sur laquelle l'entreprise refuse de commenter. Oracle pourrait faire face à des sanctions sous le RGPD européen qui exige la notification des parties affectées dans les 72 heures suivant la découverte d'une fuite de données. Le comportement d'Oracle consistant à nier puis à admettre discrètement l'intrusion est inhabituel en 2025 et pourrait mener à d'autres actions en justice collectives. Une GitHub action très populaire compromise https://www.stepsecurity.io/blog/harden-runner-detection-tj-actions-changed-files-action-is-compromised Compromission de l'action tj-actions/changed-files : En mars 2025, une action GitHub très utilisée (tj-actions/changed-files) a été compromise. Des versions modifiées de l'action ont exposé des secrets CI/CD dans les logs de build. Méthode d'attaque : Un PAT compromis a permis de rediriger plusieurs tags de version vers un commit contenant du code malveillant. Détails du code malveillant : Le code injecté exécutait une fonction Node.js encodée en base64, qui téléchargeait un script Python. Ce script parcourait la mémoire du runner GitHub à la recherche de secrets (tokens, clés…) et les exposait dans les logs. Dans certains cas, les données étaient aussi envoyées via une requête réseau. Période d'exposition : Les versions compromises étaient actives entre le 12 et le 15 mars 2025. Tout dépôt, particulièrement ceux publiques, ayant utilisé l'action pendant cette période doit être considéré comme potentiellement exposé. Détection : L'activité malveillante a été repérée par l'analyse des comportements inhabituels pendant l'exécution des workflows, comme des connexions réseau inattendues. Réaction : GitHub a supprimé l'action compromise, qui a ensuite été nettoyée. Impact potentiel : Tous les secrets apparaissant dans les logs doivent être considérés comme compromis, même dans les dépôts privés, et régénérés sans délai. Loi, société et organisation Les startup the YCombinateur ont les plus fortes croissances de leur histoire https://www.cnbc.com/2025/03/15/y-combinator-startups-are-fastest-growing-in-fund-history-because-of-ai.html Les entreprises en phase de démarrage à Silicon Valley connaissent une croissance significative grâce à l'intelligence artificielle. Le PDG de Y Combinator, Garry Tan, affirme que l'ensemble des startups de la dernière cohorte a connu une croissance hebdomadaire de 10% pendant neuf mois. L'IA permet aux développeurs d'automatiser des tâches répétitives et de générer du code grâce aux grands modèles de langage. Pour environ 25% des startups actuelles de YC, 95% de leur code a été écrit par l'IA. Cette révolution permet aux entreprises de se développer avec moins de personnel - certaines atteignant 10 millions de dollars de revenus avec moins de 10 employés. La mentalité de “croissance à tout prix” a été remplacée par un renouveau d'intérêt pour la rentabilité. Environ 80% des entreprises présentées lors du “demo day” étaient centrées sur l'IA, avec quelques startups en robotique et semi-conducteurs. Y Combinator investit 500 000 dollars dans les startups en échange d'une participation au capital, suivi d'un programme de trois mois. Red Hat middleware (ex-jboss) rejoint IBM https://markclittle.blogspot.com/2025/03/red-hat-middleware-moving-to-ibm.html Les activités Middleware de Red Hat (incluant JBoss, Quarkus, etc.) vont être transférées vers IBM, dans l'unité dédiée à la sécurité des données, à l'IAM et aux runtimes. Ce changement découle d'une décision stratégique de Red Hat de se concentrer davantage sur le cloud hybride et l'intelligence artificielle. Mark Little explique que ce transfert était devenu inévitable, Red Hat ayant réduit ses investissements dans le Middleware ces dernières années. L'intégration vise à renforcer l'innovation autour de Java en réunissant les efforts de Red Hat et IBM sur ce sujet. Les produits Middleware resteront open source et les clients continueront à bénéficier du support habituel sans changement. Mark Little affirme que des projets comme Quarkus continueront à être soutenus et que cette évolution est bénéfique pour la communauté Java. Un an de commonhaus https://www.commonhaus.org/activity/253.html un an, démarré sur les communautés qu'ils connaissaient bien maintenant 14 projets et put en accepter plus confiance, gouvernance legère et proteger le futur des projets automatisation de l'administratif, stabiilité sans complexité, les developpeurs au centre du processus de décision ils ont besoins de members et supporters (financiers) ils veulent accueillir des projets au delà de ceux du cercles des Java Champions Spring Cloud Data Flow devient un produit commercial et ne sera plus maintenu en open source https://spring.io/blog/2025/04/21/spring-cloud-data-flow-commercial Peut-être sous l'influence de Broadcom, Spring se met à mettre en mode propriétaire des composants du portefeuille Spring ils disent que peu de gens l'utilisaent en mode OSS et la majorité venait d'un usage dans la plateforme Tanzu Maintenir en open source le coutent du temps qu'ils son't pas sur ces projets. La CNCF protège le projet NATS, dans la fondation depuis 2018, vu que la société Synadia qui y contribue souhaitait reprendre le contrôle du projet https://www.cncf.io/blog/2025/04/24/protecting-nats-and-the-integrity-of-open-source-cncfs-commitment-to-the-community/ CNCF : Protège projets OS, gouvernance neutre. Synadia vs CNCF : Veut retirer NATS, licence non-OS (BUSL). CNCF : Accuse Synadia de “claw back” (reprise illégitime). Revendications Synadia : Domaine nats.io, orga GitHub. Marque NATS : Synadia n'a pas transféré (promesse rompue malgré aide CNCF). Contestation Synadia : Juge règles CNCF “trop vagues”. Vote interne : Mainteneurs Synadia votent sortie CNCF (sans communauté). Support CNCF : Investissement majeur ($ audits, légal), succès communautaire (>700 orgs). Avenir NATS (CNCF) : Maintien sous Apache 2.0, gouvernance ouverte. Actions CNCF : Health check, appel mainteneurs, annulation marque Synadia, rejet demandes. Mais finalement il semble y avoir un bon dénouement : https://www.cncf.io/announcements/2025/05/01/cncf-and-synadia-align-on-securing-the-future-of-the-nats-io-project/ Accord pour l'avenir de NATS.io : La Cloud Native Computing Foundation (CNCF) et Synadia ont conclu un accord pour sécuriser le futur du projet NATS.io. Transfert des marques NATS : Synadia va céder ses deux enregistrements de marque NATS à la Linux Foundation afin de renforcer la gouvernance ouverte du projet. Maintien au sein de la CNCF : L'infrastructure et les actifs du projet NATS resteront sous l'égide de la CNCF, garantissant ainsi sa stabilité à long terme et son développement en open source sous licence Apache-2.0. Reconnaissance et engagement : La Linux Foundation, par la voix de Todd Moore, reconnaît les contributions de Synadia et son soutien continu. Derek Collison, PDG de Synadia, réaffirme l'engagement de son entreprise envers NATS et la collaboration avec la Linux Foundation et la CNCF. Adoption et soutien communautaire : NATS est largement adopté et considéré comme une infrastructure critique. Il bénéficie d'un fort soutien de la communauté pour sa nature open source et l'implication continue de Synadia. Finalement, Redis revient vers une licence open source OSI, avec la AGPL https://foojay.io/today/redis-is-now-available-under-the-agplv3-open-source-license/ Redis passe à la licence open source AGPLv3 pour contrer l'exploitation par les fournisseurs cloud sans contribution. Le passage précédent à la licence SSPL avait nui à la relation avec la communauté open source. Salvatore Sanfilippo (antirez) est revenu chez Redis. Redis 8 adopte la licence AGPL, intègre les fonctionnalités de Redis Stack (JSON, Time Series, etc.) et introduit les “vector sets” (le support de calcul vectoriel développé par Salvatore). Ces changements visent à renforcer Redis en tant que plateforme appréciée des développeurs, conformément à la vision initiale de Salvatore. Conférences La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 6-7 mai 2025 : GOSIM AI Paris - Paris (France) 7-9 mai 2025 : Devoxx UK - London (UK) 15 mai 2025 : Cloud Toulouse - Toulouse (France) 16 mai 2025 : AFUP Day 2025 Lille - Lille (France) 16 mai 2025 : AFUP Day 2025 Lyon - Lyon (France) 16 mai 2025 : AFUP Day 2025 Poitiers - Poitiers (France) 22-23 mai 2025 : Flupa UX Days 2025 - Paris (France) 24 mai 2025 : Polycloud - Montpellier (France) 24 mai 2025 : NG Baguette Conf 2025 - Nantes (France) 3 juin 2025 : TechReady - Nantes (France) 5-6 juin 2025 : AlpesCraft - Grenoble (France) 5-6 juin 2025 : Devquest 2025 - Niort (France) 10-11 juin 2025 : Modern Workplace Conference Paris 2025 - Paris (France) 11-13 juin 2025 : Devoxx Poland - Krakow (Poland) 12 juin 2025 : Positive Design Days - Strasbourg (France) 12-13 juin 2025 : Agile Tour Toulouse - Toulouse (France) 12-13 juin 2025 : DevLille - Lille (France) 13 juin 2025 : Tech F'Est 2025 - Nancy (France) 17 juin 2025 : Mobilis In Mobile - Nantes (France) 19-21 juin 2025 : Drupal Barcamp Perpignan 2025 - Perpignan (France) 24 juin 2025 : WAX 2025 - Aix-en-Provence (France) 25-26 juin 2025 : Agi'Lille 2025 - Lille (France) 25-27 juin 2025 : BreizhCamp 2025 - Rennes (France) 26-27 juin 2025 : Sunny Tech - Montpellier (France) 1-4 juillet 2025 : Open edX Conference - 2025 - Palaiseau (France) 7-9 juillet 2025 : Riviera DEV 2025 - Sophia Antipolis (France) 5 septembre 2025 : JUG Summer Camp 2025 - La Rochelle (France) 12 septembre 2025 : Agile Pays Basque 2025 - Bidart (France) 18-19 septembre 2025 : API Platform Conference - Lille (France) & Online 23 septembre 2025 : OWASP AppSec France 2025 - Paris (France) 25-26 septembre 2025 : Paris Web 2025 - Paris (France) 2-3 octobre 2025 : Volcamp - Clermont-Ferrand (France) 3 octobre 2025 : DevFest Perros-Guirec 2025 - Perros-Guirec (France) 6-10 octobre 2025 : Devoxx Belgium - Antwerp (Belgium) 7 octobre 2025 : BSides Mulhouse - Mulhouse (France) 9-10 octobre 2025 : Forum PHP 2025 - Marne-la-Vallée (France) 9-10 octobre 2025 : EuroRust 2025 - Paris (France) 16 octobre 2025 : PlatformCon25 Live Day Paris - Paris (France) 16-17 octobre 2025 : DevFest Nantes - Nantes (France) 30-31 octobre 2025 : Agile Tour Bordeaux 2025 - Bordeaux (France) 30-31 octobre 2025 : Agile Tour Nantais 2025 - Nantes (France) 30 octobre 2025-2 novembre 2025 : PyConFR 2025 - Lyon (France) 4-7 novembre 2025 : NewCrafts 2025 - Paris (France) 6 novembre 2025 : dotAI 2025 - Paris (France) 7 novembre 2025 : BDX I/O - Bordeaux (France) 12-14 novembre 2025 : Devoxx Morocco - Marrakech (Morocco) 13 novembre 2025 : DevFest Toulouse - Toulouse (France) 15-16 novembre 2025 : Capitole du Libre - Toulouse (France) 20 novembre 2025 : OVHcloud Summit - Paris (France) 21 novembre 2025 : DevFest Paris 2025 - Paris (France) 27 novembre 2025 : Devfest Strasbourg 2025 - Strasbourg (France) 28 novembre 2025 : DevFest Lyon - Lyon (France) 5 décembre 2025 : DevFest Dijon 2025 - Dijon (France) 10-11 décembre 2025 : Devops REX - Paris (France) 10-11 décembre 2025 : Open Source Experience - Paris (France) 28-31 janvier 2026 : SnowCamp 2026 - Grenoble (France) 2-6 février 2026 : Web Days Convention - Aix-en-Provence (France) 23-25 avril 2026 : Devoxx Greece - Athens (Greece) 17 juin 2026 : Devoxx Poland - Krakow (Poland) Nous contacter Pour réagir à cet épisode, venez discuter sur le groupe Google https://groups.google.com/group/lescastcodeurs Contactez-nous via X/twitter https://twitter.com/lescastcodeurs ou Bluesky https://bsky.app/profile/lescastcodeurs.com Faire un crowdcast ou une crowdquestion Soutenez Les Cast Codeurs sur Patreon https://www.patreon.com/LesCastCodeurs Tous les épisodes et toutes les infos sur https://lescastcodeurs.com/
In this episode, Lois Houston and Nikita Abraham continue their deep dive into Oracle GoldenGate 23ai, focusing on its evolution and the extensive features it offers. They are joined once again by Nick Wagner, who provides valuable insights into the product's journey. Nick talks about the various iterations of Oracle GoldenGate, highlighting the significant advancements from version 12c to the latest 23ai release. The discussion then shifts to the extensive new features in 23ai, including AI-related capabilities, UI enhancements, and database function integration. Oracle GoldenGate 23ai: Fundamentals: https://mylearn.oracle.com/ou/course/oracle-goldengate-23ai-fundamentals/145884/237273 Oracle University Learning Community: https://education.oracle.com/ou-community LinkedIn: https://www.linkedin.com/showcase/oracle-university/ X: https://x.com/Oracle_Edu Special thanks to Arijit Ghosh, David Wright, Kris-Ann Nansen, Radhika Banka, and the OU Studio Team for helping us create this episode. ----------------------------------------------------------------- Episode Transcript: 00:00 Welcome to the Oracle University Podcast, the first stop on your cloud journey. During this series of informative podcasts, we'll bring you foundational training on the most popular Oracle technologies. Let's get started! 00:25 Lois: Hello and welcome to the Oracle University Podcast! I'm Lois Houston, Director of Innovation Programs with Oracle University, and with me is Nikita Abraham, Team Lead: Editorial Services. Nikita: Hi everyone! Last week, we introduced Oracle GoldenGate and its capabilities, and also spoke about GoldenGate 23ai. In today's episode, we'll talk about the various iterations of Oracle GoldenGate since its inception. And we'll also take a look at some new features and the Oracle GoldenGate product family. 00:57 Lois: And we have Nick Wagner back with us. Nick is a Senior Director of Product Management for GoldenGate at Oracle. Hi Nick! I think the last time we had an Oracle University course was when Oracle GoldenGate 12c was out. I'm sure there's been a lot of advancements since then. Can you walk us through those? Nick: GoldenGate 12.3 introduced the microservices architecture. GoldenGate 18c introduced support for Oracle Autonomous Data Warehouse and Autonomous Transaction Processing Databases. In GoldenGate 19c, we added the ability to do cross endian remote capture for Oracle, making it easier to set up the GoldenGate OCI service to capture from environments like Solaris, Spark, and HP-UX and replicate into the Cloud. Also, GoldenGate 19c introduced a simpler process for upgrades and installation of GoldenGate where we released something called a unified build. This means that when you install GoldenGate for a particular database, you don't need to worry about the database version when you install GoldenGate. Prior to this, you would have to install a version-specific and database-specific version of GoldenGate. So this really simplified that whole process. In GoldenGate 23ai, which is where we are now, this really is a huge release. 02:16 Nikita: Yeah, we covered some of the distributed AI features and high availability environments in our last episode. But can you give us an overview of everything that's in the 23ai release? I know there's a lot to get into but maybe you could highlight just the major ones? Nick: Within the AI and streaming environments, we've got interoperability for database vector types, heterogeneous capture and apply as well. Again, this is not just replication between Oracle-to-Oracle vector or Postgres to Postgres vector, it is heterogeneous just like the rest of GoldenGate. The entire UI has been redesigned and optimized for high speed. And so we have a lot of customers that have dozens and dozens of extracts and replicats and processes running and it was taking a long time for the UI to refresh those and to show what's going on within those systems. So the UI has been optimized to be able to handle those environments much better. We now have the ability to call database functions directly from call map. And so when you do transformation with GoldenGate, we have about 50 or 60 built-in transformation routines for string conversion, arithmetic operation, date manipulation. But we never had the ability to directly call a database function. 03:28 Lois: And now we do? Nick: So now you can actually call that database function, database stored procedure, database package, return a value and that can be used for transformation within GoldenGate. We have integration with identity providers, being able to use token-based authentication and integrate in with things like Azure Active Directory and your other single sign-on for the GoldenGate product itself. Within Oracle 23ai, there's a number of new features. One of those cool features is something called lock-free reservation columns. So this allows you to have a row, a single row within a table and you can identify a column within that row that's like an inventory column. And you can have multiple different users and multiple different transactions all updating that column within that same exact row at that same time. So you no longer have row-level locking for these reservation columns. And it allows you to do things like shopping carts very easily. If I have 500 widgets to sell, I'm going to let any number of transactions come in and subtract from that inventory column. And then once it gets below a certain point, then I'll start enforcing that row-level locking. 04:43 Lois: That's really cool… Nick: The one key thing that I wanted to mention here is that because of the way that the lock-free reservations work, you can have multiple transactions open on the same row. This is only supported for Oracle to Oracle. You need to have that same lock-free reservation data type and availability on that target system if GoldenGate is going to replicate into it. 05:05 Nikita: Are there any new features related to the diagnosability and observability of GoldenGate? Nick: We've improved the AWR reports in Oracle 23ai. There's now seven sections that are specific to Oracle GoldenGate to allow you to really go in and see exactly what the GoldenGate processes are doing and how they're behaving inside the database itself. And there's a Replication Performance Advisor package inside that database, and that's been integrated into the Web UI as well. So now you can actually get information out of the replication advisor package in Oracle directly from the UI without having to log into the database and try to run any database procedures to get it. We've also added the ability to support a per-PDB Extract. So in the past, when GoldenGate would run on a multitenant database, a multitenant database in Oracle, all the redo data from any pluggable database gets sent to that one redo stream. And so you would have to configure GoldenGate at the container or root level and it would be able to access anything at any PDB. Now, there's better security and better performance by doing what we call per-PDB Extract. And this means that for a single pluggable database, I can have an extract that runs at that database level that's going to capture information just from that pluggable database. 06:22 Lois And what about non-Oracle environments, Nick? Nick: We've also enhanced the non-Oracle environments as well. For example, in Postgres, we've added support for precise instantiation using Postgres snapshots. This eliminates the need to handle collisions when you're doing Postgres to Postgres replication and initial instantiation. On the GoldenGate for big data side, we've renamed that product more aptly to distributed applications in analytics, which is really what it does, and we've added a whole bunch of new features here too. The ability to move data into Databricks, doing Google Pub/Sub delivery. We now have support for XAG within the GoldenGate for distributed applications and analytics. What that means is that now you can follow all of our MAA best practices for GoldenGate for Oracle, but it also works for the DAA product as well, meaning that if it's running on one node of a cluster and that node fails, it'll restart itself on another node in the cluster. We've also added the ability to deliver data to Redis, Google BigQuery, stage and merge functionality for better performance into the BigQuery product. And then we've added a completely new feature, and this is something called streaming data and apps and we're calling it AsyncAPI and CloudEvent data streaming. It's a long name, but what that means is that we now have the ability to publish changes from a GoldenGate trail file out to end users. And so this allows through the Web UI or through the REST API, you can now come into GoldenGate and through the distributed applications and analytics product, actually set up a subscription to a GoldenGate trail file. And so this allows us to push data into messaging environments, or you can simply subscribe to changes and it doesn't have to be the whole trail file, it can just be a subset. You can specify exactly which tables and you can put filters on that. You can also set up your topologies as well. So, it's a really cool feature that we've added here. 08:26 Nikita: Ok, you've given us a lot of updates about what GoldenGate can support. But can we also get some specifics? Nick: So as far as what we have, on the Oracle Database side, there's a ton of different Oracle databases we support, including the Autonomous Databases and all the different flavors of them, your Oracle Database Appliance, your Base Database Service within OCI, your of course, Standard and Enterprise Edition, as well as all the different flavors of Exadata, are all supported with GoldenGate. This is all for capture and delivery. And this is all versions as well. GoldenGate supports Oracle 23ai and below. We also have a ton of non-Oracle databases in different Cloud stores. On an non-Oracle side, we support everything from application-specific databases like FairCom DB, all the way to more advanced applications like Snowflake, which there's a vast user base for that. We also support a lot of different cloud stores and these again, are non-Oracle, nonrelational systems, or they can be relational databases. We also support a lot of big data platforms and this is part of the distributed applications and analytics side of things where you have the ability to replicate to different Apache environments, different Cloudera environments. We also support a number of open-source systems, including things like Apache Cassandra, MySQL Community Edition, a lot of different Postgres open source databases along with MariaDB. And then we have a bunch of streaming event products, NoSQL data stores, and even Oracle applications that we support. So there's absolutely a ton of different environments that GoldenGate supports. There are additional Oracle databases that we support and this includes the Oracle Metadata Service, as well as Oracle MySQL, including MySQL HeatWave. Oracle also has Oracle NoSQL Spatial and Graph and times 10 products, which again are all supported by GoldenGate. 10:23 Lois: Wow, that's a lot of information! Nick: One of the things that we didn't really cover was the different SaaS applications, which we've got like Cerner, Fusion Cloud, Hospitality, Retail, MICROS, Oracle Transportation, JD Edwards, Siebel, and on and on and on. And again, because of the nature of GoldenGate, it's heterogeneous. Any source can talk to any target. And so it doesn't have to be, oh, I'm pulling from Oracle Fusion Cloud, that means I have to go to an Oracle Database on the target, not necessarily. 10:51 Lois: So, there's really a massive amount of flexibility built into the system. 11:00 Unlock the power of AI Vector Search with our new course and certification. Get more accurate search results, handle complex datasets easily, and supercharge your data-driven decisions. From now through May 15, 2025, we are waiving the certification exam fee (valued at $245). Visit mylearn.oracle.com to enroll. 11:26 Nikita: Welcome back! Now that we've gone through the base product, what other features or products are in the GoldenGate family itself, Nick? Nick: So we have quite a few. We've kind of touched already on GoldenGate for Oracle databases and non-Oracle databases. We also have something called GoldenGate for Mainframe, which right now is covered under the GoldenGate for non-Oracle, but there is a licensing difference there. So that's something to be aware of. We also have the OCI GoldenGate product. We are announcing and we have announced that OCI GoldenGate will also be made available as part of the Oracle Database@Azure and Oracle Database@ Google Cloud partnerships. And then you'll be able to use that vendor's cloud credits to actually pay for the OCI GoldenGate product. One of the cool things about this is it will have full feature parity with OCI GoldenGate running in OCI. So all the same features, all the same sources and targets, all the same topologies be able to migrate data in and out of those clouds at will, just like you do with OCI GoldenGate today running in OCI. We have Oracle GoldenGate Free. This is a completely free edition of GoldenGate to use. It is limited on the number of platforms that it supports as far as sources and targets and the size of the database. 12:45 Lois: But it's a great way for developers to really experience GoldenGate without worrying about a license, right? What's next, Nick? Nick: We have GoldenGate for Distributed Applications and Analytics, which was formerly called GoldenGate for big data, and that allows us to do all the streaming. That's also where the GoldenGate AsyncAPI integration is done. So in order to publish the GoldenGate trail files or allow people to subscribe to them, it would be covered under the Oracle GoldenGate Distributed Applications and Analytics license. We also have OCI GoldenGate Marketplace, which allows you to run essentially the on-premises version of GoldenGate but within OCI. So a little bit more flexibility there. It also has a hub architecture. So if you need that 99.99% availability, you can get it within the OCI Marketplace environment. We have GoldenGate for Oracle Enterprise Manager Cloud Control, which used to be called Oracle Enterprise Manager. And this allows you to use Enterprise Manager Cloud Control to get all the statistics and details about GoldenGate. So all the reporting information, all the analytics, all the statistics, how fast GoldenGate is replicating, what's the lag, what's the performance of each of the processes, how much data am I sending across a network. All that's available within the plug-in. We also have Oracle GoldenGate Veridata. This is a nice utility and tool that allows you to compare two databases, whether or not GoldenGate is running between them and actually tell you, hey, these two systems are out of sync. And if they are out of sync, it actually allows you to repair the data too. 14:25 Nikita: That's really valuable…. Nick: And it does this comparison without locking the source or the target tables. The other really cool thing about Veridata is it does this while there's data in flight. So let's say that the GoldenGate lag is 15 or 20 seconds and I want to compare this table that has 10 million rows in it. The Veridata product will go out, run its comparison once. Once that comparison is done the first time, it's then going to have a list of rows that are potentially out of sync. Well, some of those rows could have been moved over or could have been modified during that 10 to 15 second window. And so the next time you run Veridata, it's actually going to go through. It's going to check just those rows that were potentially out of sync to see if they're really out of sync or not. And if it comes back and says, hey, out of those potential rows, there's two out of sync, it'll actually produce a script that allows you to resynchronize those systems and repair them. So it's a very cool product. 15:19 Nikita: What about GoldenGate Stream Analytics? I know you mentioned it in the last episode, but in the context of this discussion, can you tell us a little more about it? Nick: This is the ability to essentially stream data from a GoldenGate trail file, and they do a real time analytics on it. And also things like geofencing or real-time series analysis of it. 15:40 Lois: Could you give us an example of this? Nick: If I'm working in tracking stock market information and stocks, it's not really that important on how much or how far down a stock goes. What's really important is how quickly did that stock rise or how quickly did that stock fall. And that's something that GoldenGate Stream Analytics product can do. Another thing that it's very valuable for is the geofencing. I can have an application on my phone and I can track where the user is based on that application and all that information goes into a database. I can then use the geofencing tool to say that, hey, if one of those users on that app gets within a certain distance of one of my brick-and-mortar stores, I can actually send them a push notification to say, hey, come on in and you can order your favorite drink just by clicking Yes, and we'll have it ready for you. And so there's a lot of things that you can do there to help upsell your customers and to get more revenue just through GoldenGate itself. And then we also have a GoldenGate Migration Utility, which allows customers to migrate from the classic architecture into the microservices architecture. 16:44 Nikita: Thanks Nick for that comprehensive overview. Lois: In our next episode, we'll have Nick back with us to talk about commonly used terminology and the GoldenGate architecture. And if you want to learn more about what we discussed today, visit mylearn.oracle.com and take a look at the Oracle GoldenGate 23ai Fundamentals course. Until next time, this is Lois Houston… Nikita: And Nikita Abraham, signing off! 17:10 That's all for this episode of the Oracle University Podcast. If you enjoyed listening, please click Subscribe to get all the latest episodes. 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Jonathan reviews the OrangePI RV2, Windows runs Arch btw, and Nvidia is deprecating CUDA for some old video cards. PewDiePie made a Linux video, Proton 10 enters Beta, and OSU's Open Source Labs has a funding crunch. For command line tips, Ken starts a series on the pw-cli, Jeff has some ricing tips with eww, and Jonathan talks about Open Source character recognition with ocrmypdf and pdftotext. You can find the show notes at https://bit.ly/3GxPRbY and enjoy! Host: Jonathan Bennett Co-Hosts: Ken McDonald and Jeff Massie Download or subscribe to Untitled Linux Show at https://twit.tv/shows/untitled-linux-show Want access to the ad-free video and exclusive features? Become a member of Club TWiT today! https://twit.tv/clubtwit Club TWiT members can discuss this episode and leave feedback in the Club TWiT Discord.
video: https://youtu.be/PtP_jOlAIHE Comment on the TWIL Forum (https://thisweekinlinux.com/forum) This week in Linux, we have a lot of cool stuff to talk about. First, we're going to talk about the future of KDE Plasma. Then we're going to go into the future of OpenSUSE because Leap 16 beta has been released and the final version will be coming out this year. Then we'll also have a new version of Mozilla Firefox. And also we have some interesting news from the Oregon State University because there's some potential risk of closure of their Open Source Lab, which would be a shame. And then we're also going to talk about Redis because they're back in the news this week because they want to redo with Open Source. All of this and more on This Week in Linux, the weekly news show that keeps you up to date with what's going on in the Linux and Open Source world. Now let's jump right into Your Source for Linux GNews. Download as MP3 (https://aphid.fireside.fm/d/1437767933/2389be04-5c79-485e-b1ca-3a5b2cebb006/7cb90299-be53-43c6-90d5-019ad4489590.mp3) Support the Show Become a Patron = tuxdigital.com/membership (https://tuxdigital.com/membership) Store = tuxdigital.com/store (https://tuxdigital.com/store) Chapters: 00:00 Intro 00:52 Future of KDE Plasma: LTS, Telementry, & more 07:45 openSUSE Leap 16 Beta Released 13:49 Trinity Desktop R14.1.4 Released 17:17 Sandfly Security, agentless Linux security 19:15 Mozilla Firefox 138 Released 27:09 OSU Open Source Lab At Risk Of Closure 31:46 Redis wants a Redo with Open Source 37:28 Red Hat Summit 2025 39:47 Support the show Links: Future of KDE Plasma: LTS, Telementry, & more https://pointieststick.com/2025/05/01/notes-from-the-graz-plasma-sprint/ (https://pointieststick.com/2025/05/01/notes-from-the-graz-plasma-sprint/) openSUSE Leap 16 Beta Released https://news.opensuse.org/2025/04/30/leap-16-enters-beta/ (https://news.opensuse.org/2025/04/30/leap-16-enters-beta/) https://news.opensuse.org/2025/05/02/tw-monthly-update-april/ (https://news.opensuse.org/2025/05/02/tw-monthly-update-april/) Trinity Desktop R14.1.4 Released https://www.trinitydesktop.org/ (https://www.trinitydesktop.org/) https://www.trinitydesktop.org/newsentry.php?entry=2025.04.27 (https://www.trinitydesktop.org/newsentry.php?entry=2025.04.27) Sandfly Security, agentless Linux security https://thisweekinlinux.com/sandfly (https://thisweekinlinux.com/sandfly) https://destinationlinux.net/409 (https://destinationlinux.net/409) Mozilla Firefox 138 Released https://www.mozilla.org/en-US/firefox/138.0/releasenotes/ (https://www.mozilla.org/en-US/firefox/138.0/releasenotes/) https://blog.mozilla.org/en/firefox/tab-groups-community/ (https://blog.mozilla.org/en/firefox/tab-groups-community/) https://www.howtogeek.com/235670/organize-manage-your-firefox-tabs-like-a-pro-with-the-tab-groups-add-on/ (https://www.howtogeek.com/235670/organize-manage-your-firefox-tabs-like-a-pro-with-the-tab-groups-add-on/) OSU Open Source Lab At Risk Of Closure https://osuosl.org/blog/osl-future/ (https://osuosl.org/blog/osl-future/) Redis wants a Redo with Open Source https://redis.io/blog/agplv3/ (https://redis.io/blog/agplv3/) https://antirez.com/news/151 (https://antirez.com/news/151) https://youtu.be/r67MRruNhow (https://youtu.be/r67MRruNhow) Red Hat Summit 2025 https://www.redhat.com/en/summit (https://www.redhat.com/en/summit) https://www.redhat.com/en/blog/red-hat-summit-ansiblefest-2025-ansible-sessions-you-dont-want-miss (https://www.redhat.com/en/blog/red-hat-summit-ansiblefest-2025-ansible-sessions-you-dont-want-miss) Support the show https://tuxdigital.com/membership (https://tuxdigital.com/membership) https://store.tuxdigital.com/ (https://store.tuxdigital.com/)
This week, we discuss the rise of MCP, Google's Agent2Agent protocol, and 20 years of Git. Plus, lazy ways to get rid of your junk. Watch the YouTube Live Recording of Episode (https://www.youtube.com/live/o2bmkzXOzHE?si=bPrbuPlKYODQj88s) 514 (https://www.youtube.com/live/o2bmkzXOzHE?si=bPrbuPlKYODQj88s) Runner-up Titles They like to keep it tight, but I'll distract them Bring some SDT energy Salesforce is where AI goes to struggle I like words Rundown MCP The Strategy Behind MCP (https://fintanr.com/links/2025/03/31/mcp-strategy.html?utm_source=substack&utm_medium=email) Google's Agent2Agent Protocol Helps AI Agents Talk to Each Other (https://thenewstack.io/googles-agent2agent-protocol-helps-ai-agents-talk-to-each-other/) Announcing the Agent2Agent Protocol (A2A)- Google Developers Blog (https://developers.googleblog.com/en/a2a-a-new-era-of-agent-interoperability/) MCP: What It Is and Why It Matters (https://addyo.substack.com/p/mcp-what-it-is-and-why-it-matters) 20 years of Git. Still weird, still wonderful. (https://blog.gitbutler.com/20-years-of-git/) A love letter to the CSV format (https://github.com/medialab/xan/blob/master/docs/LOVE_LETTER.md?ref=labnotes.org) Relevant to your Interests JFrog Survey Surfaces Limited DevSecOps Gains - DevOps.com (https://substack.com/redirect/dc38a19b-484e-47bc-83ec-f0413af42718?j=eyJ1IjoiMmw5In0.XyGUvWHNbIDkkVfjKDkxiDWJVFXc4dKUhxHaMrlgmdI) Raspberry Pi's sliced profits are easier to swallow than its valuation (https://on.ft.com/42d3mol) 'I begin spying for Deel': (https://www.yahoo.com/news/begin-spying-deel-rippling-employee-151407449.html) Bill Gates Publishes Original Microsoft Source Code in a Blog Post (https://www.cnet.com/tech/computing/bill-gates-publishes-original-microsoft-source-code-in-a-blog-post/) WordPress.com owner Automattic is laying off 16 percent of workers (https://www.theverge.com/news/642187/automattic-wordpress-layoffs-matt-mullenweg) Intel, TSMC recently discussed chipmaking joint venture (https://www.reuters.com/technology/intel-tsmc-tentatively-agree-form-chipmaking-joint-venture-information-reports-2025-04-03/) TikTok deal scuttled because of Trump's tariffs on China (https://www.nbcnews.com/politics/politics-news/trump-tiktok-ban-extension-rcna199394) NVIDIA Finally Adds Native Python Support to CUDA (https://thenewstack.io/nvidia-finally-adds-native-python-support-to-cuda/) Cloudflare Acquires Outerbase (https://www.cloudflare.com/press-releases/2025/cloudflare-acquires-outerbase-to-expand-developer-experience/) UK loses bid to keep Apple appeal against demand for iPhone 'backdoor' a secret (https://www.cnbc.com/2025/04/07/uk-loses-bid-to-keep-apple-appeal-against-iphone-backdoor-a-secret.html) Cloud Asteroids | Wiz (https://www.wiz.io/asteroids) Unpacking Google Cloud Platform's Acquisition Of Wiz (https://moorinsightsstrategy.com/unpacking-google-cloud-platforms-acquisition-of-wiz/) Trade, Tariffs, and Tech (https://stratechery.com/2025/trade-tariffs-and-tech/?access_token=eyJhbGciOiJSUzI1NiIsImtpZCI6InN0cmF0ZWNoZXJ5LnBhc3Nwb3J0Lm9ubGluZSIsInR5cCI6IkpXVCJ9.eyJhdWQiOiJzdHJhdGVjaGVyeS5wYXNzcG9ydC5vbmxpbmUiLCJhenAiOiJIS0xjUzREd1Nod1AyWURLYmZQV00xIiwiZW50Ijp7InVyaSI6WyJodHRwczovL3N0cmF0ZWNoZXJ5LmNvbS8yMDI1L3RyYWRlLXRhcmlmZnMtYW5kLXRlY2gvIl19LCJleHAiOjE3NDY2MjA4MTAsImlhdCI6MTc0NDAyODgxMCwiaXNzIjoiaHR0cHM6Ly9hcHAucGFzc3BvcnQub25saW5lL29hdXRoIiwic2NvcGUiOiJmZWVkOnJlYWQgYXJ0aWNsZTpyZWFkIGFzc2V0OnJlYWQgY2F0ZWdvcnk6cmVhZCBlbnRpdGxlbWVudHMiLCJzdWIiOiJDS1RtckdldHdmM1lYa3FCYkpKaUgiLCJ1c2UiOiJhY2Nlc3MifQ.pVeppxFZcYy960AbHM--oz5gzQdMEa_mv3ZPrqrZmbw9PhwL3iCEQ7_PtfPEKgInTfvSGWofXW0ZjAN-G_Eug5BlvwlF8T6HhXOCNJlwJJeqkWKvNdjvVz0t6bc5fOjn4Tbt_JobtrwxIEe-4-L7QRMhzFj9ajiiRqU6KNi3qYxWScg3XWfYmuhRdItQsgWINcSyW9iLaTkDLga_m95MMBNAat-CXDhEeKKCrAApZBM_RoNFaQ3s679vslz2IbJuCIAN1jVvZYR2Vg18lDbwubPiddDQAOkjs77PZRX_tCnMSwVXtOq0S1cCn4GZIw1qPY8j0qWWmkUck_izqPAveg) Google Workspace gets automation flows, podcast-style summaries (https://techcrunch.com/2025/04/09/google-workspace-gets-automation-flows-podcast-style-summaries/?guccounter=1&guce_referrer=aHR0cHM6Ly9uZXdzLmdvb2dsZS5jb20v&guce_referrer_sig=AQAAAAm5axmZnaAYjPgnDoqozIFkZHFPG8FHWa9y8pWwoQMN-oJ8MvJjY0IOg7Ej35bBB1Y2Ej192X3dHr5Q8PZ4i8WP_VNeXKj4f1n-KXFgqrpjfjUbiUvE4eGIl1j1VPWIg62ApISVGhYQ-__bXdIteBex8_k5-wxcpSYtfmlAFxsk) Zelle is shutting down its app. Here's how you can still use the service (https://www.cnn.com/2025/04/03/business/zelle-cash-transferring-app-shuts-down/index.html) One year ago Redis changed its license – and lost most of its external contributors (https://devclass.com/2025/04/01/one-year-ago-redis-changed-its-license-and-lost-most-of-its-external-contributors/?ck_subscriber_id=512840665&utm_source=convertkit&utm_medium=email&utm_campaign=[Last%20Week%20in%20AWS]%20Issue%20#417:%20Way%20of%20the%20Weasel,%20RDS%20and%20SageMaker%20Edition%20-%2017192200) Tailscale raises $160 Million (USD) Series C to build the New Internet (https://tailscale.com/blog/series-c) Nonsense NFL announces use of virtual measurement technology for first downs (https://www.nytimes.com/athletic/6247338/2025/04/01/nfl-announces-virtual-first-down-measurement-technology/?source=athletic_scoopcity_newsletter&campaign=13031970&userId=56655) Listener Feedback GitJobs (https://gitjobs.dev/) Freecycle (https://www.freecycle.org) Conferences Tanzu Annual Update AI PARTY! (https://go-vmware.broadcom.com/april-moment-2025?utm_source=cote&utm_campaign=devrel&utm_medium=newsletter), April 16th, Coté speaking DevOps Days Atlanta (https://devopsdays.org/events/2025-atlanta/welcome/), April 29th-30th Cloud Foundry Day US (https://events.linuxfoundation.org/cloud-foundry-day-north-america/), May 14th, Palo Alto, CA, Coté speaking Fr (https://vmwarereg.fig-street.com/051325-tanzu-workshop/)ee AI workshop (https://vmwarereg.fig-street.com/051325-tanzu-workshop/), May 13th. day before C (https://events.linuxfoundation.org/cloud-foundry-day-north-america/)loud (https://events.linuxfoundation.org/cloud-foundry-day-north-america/) (https://events.linuxfoundation.org/cloud-foundry-day-north-america/)Foundry (https://events.linuxfoundation.org/cloud-foundry-day-north-america/) Day (https://events.linuxfoundation.org/cloud-foundry-day-north-america/) NDC Oslo (https://ndcoslo.com/), May 21st-23th, Coté speaking 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: KONNWEI KW208 12V Car Battery Tester (https://www.amazon.com/dp/B08MPXGSGN?ref=ppx_yo2ov_dt_b_fed_asin_title) Matt: Search Engine: The Memecoin Casino (https://www.searchengine.show/planet-money-the-memecoin-casino/) Coté: :Knipex Cobra High-Tech Water Pump Pliers (https://www.amazon.com/atramentized-125-self-service-87-01/dp/B098D1HNGY/) Photo Credits Header (https://unsplash.com/photos/a-bicycle-parked-on-the-side-of-a-road-next-to-a-traffic-sign-wPv1QV_i8ek)
Arcade, an AI agent infrastructure startup founded by former Okta exec Alex Salazar and former Redis engineer Sam Partee, has raised $12 million from Laude Ventures. Laude is the new fund launched in 2024 by Perplexity co-founder Andy Konwinski, the UC Berkeley computer scientist who also co-founded Databricks. This isn't the only check Laude has cut. Learn more about your ad choices. Visit podcastchoices.com/adchoices
Plant-Based Meats and Puberty, Obesity, and Fracture Risk What are the effects of plant-based meats on premature puberty, childhood obesity, and hip fracture risk? Listen to today's episode to find out more. Written by Dr. Michael Greger at @NutritionFacts.org #vegan #plantbased #plantbasedbriefing #plantbasedmeat #veganmeat #beyondmeat #impossiblemeat #obesity #hipfracture #puberty ============================ Original post: https://nutritionfacts.org/blog/plant-based-meats-and-puberty-obesity-and-fracture-risk/ Related Episodes: 850: Beyond Meat 4.0 Is Healthier and Even Tastier https://plantbasedbriefing.libsyn.com/850-beyond-meat-40-is-healthier-and-even-tastier-by-jane-velez-mitchell-at-unchainedtvcom 787: Red Is the New Green: Why Plant-Based Brands Need to Change Color https://plantbasedbriefing.libsyn.com/787-red-is-the-new-green-why-plant-based-brands-need-to-change-color-by-charlotte-pointing-at-vegnewscom 616: There's Nothing Natural About Modern Meat https://plantbasedbriefing.libsyn.com/616-theres-nothing-natural-about-modern-meat-by-jessica-scott-reid-at-sentientmediaorg 379: The Significant, Unalloyed Goodness of Replacing Animal Agriculture https://plantbasedbriefing.libsyn.com/379-the-significant-unalloyed-goodness-of-replacing-animal-agriculture-by-dr-karthik-sekar-at-aftermeatbookcom 183: Are Beyond Meat and the Impossible Burger Healthy? https://plantbasedbriefing.libsyn.com/183-are-beyond-meat-and-the-impossible-burger-healthy-by-dr-michael-greger-at-nutritionfactsorg ============================ Dr. Michael Greger is a physician, New York Times bestselling author, and internationally recognized speaker on nutrition, food safety, and public health issues. A founding member and Fellow of the American College of Lifestyle Medicine, Dr. Greger is licensed as a general practitioner specializing in clinical nutrition. He is a graduate of the Cornell University School of Agriculture and Tufts University School of Medicine. He founded NUTRITIONFACTS.ORG is a non-profit, non-commercial, science-based public service provided by Dr. Michael Greger, providing free updates on the latest in nutrition research via bite-sized videos. There are more than a thousand videos on nearly every aspect of healthy eating, with new videos and articles uploaded every day. His latest books —How Not to Age, How Not to Die, the How Not to Die Cookbook, and How Not to Diet — became instant New York Times Best Sellers. His two latest books, How to Survive a Pandemic and the How Not to Diet Cookbook were released in 2020. 100% of all proceeds he has ever received from his books, DVDs, and speaking engagements have always and will always be donated to charity. ============================== FOLLOW THE SHOW ON: YouTube: https://www.youtube.com/@plantbasedbriefing Spotify: https://open.spotify.com/show/2GONW0q2EDJMzqhuwuxdCF?si=2a20c247461d4ad7 Apple Podcasts: https://podcasts.apple.com/us/podcast/plant-based-briefing/id1562925866 Your podcast app of choice: https://pod.link/1562925866 Facebook: https://www.facebook.com/PlantBasedBriefing LinkedIn: https://www.linkedin.com/company/plant-based-briefing/ Instagram: https://www.instagram.com/plantbasedbriefing/
In this Tactics for Tech Leadership podcast episode, Andy and Mon-Chaio explore SWIFT (Structured What If Technique). While traditionally seen as a technical tool for failure analysis, the hosts consider its potential applications in leadership and organizational contexts. Listeners will learn how SWIFT can help anticipate system failures even before they occur, from technical systems like Redis caches to social-technical systems like performance reviews and hiring processes. By the end, you'll understand how to adapt this structured method for diagnosing issues and improving both technical and organizational systems.Transcript: https://thettlpodcast.com/2025/03/18/s3e10-swiftly-understanding-failure-modes/ReferencesSWIFT - https://www.asems.mod.uk/toolkit/swift
Guy Royse, dev advocate at Redis, discusses going beyond the cache with Redis and Node.js. He explores its capabilities as a memory-first database, session management, and even fun use cases like the Bigfoot Tracker API. He also shares insights on Redis OM for object mapping and its future in the JavaScript ecosystem. Links http://guyroyse.com http://github.com/guyroyse https://www.twitch.tv/guyroyse https://www.youtube.com/channel/UCNt5SDc6LosO41E77jr59cQ https://x.com/guyroyse https://www.linkedin.com/in/groyse https://2024.connect.tech/session/693665 We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Let us know by sending an email to our producer, Emily, at emily.kochanekketner@logrocket.com (mailto:emily.kochanekketner@logrocket.com), or tweet at us at PodRocketPod (https://twitter.com/PodRocketpod). Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understand where your users are struggling by trying it for free at [LogRocket.com]. Try LogRocket for free today.(https://logrocket.com/signup/?pdr) Special Guest: Guy Royse.
Antirez has returned to Redis! Yes, Salvatore Sanfilippo (aka Antirez), the creator of Redis has returned to Redis and he joined us to share the backstory on Redis, what's going on with the tech and the company, the possible (likely) move back to open source via the AGPL license, the new possibilities of AI and vector embeddings in Redis, and some good 'ol LLM inference discussions.
In this episode of Code with Jason, host Jason Swett interviews Prarthana Shiva, a senior software engineer at NexHealth, who shares how her team is handling massive database scaling challenges. Prarthana explains their PostgreSQL database's growth to 24 terabytes (with projections to triple within a year) and details their innovative solutions including read replicas, Elasticsearch implementation, Redis caching, external write-ahead logs, and optimized vacuuming processes. The conversation also touches on Jason's own database challenges with his CI platform and concludes with Prarthana's upcoming presentation at Sin City Ruby 2025, where she'll discuss their transition from schema-based to row-based multi-tenancy for better scalability.Prarthana Shiva on LinkedInSin City Ruby
Antirez has returned to Redis! Yes, Salvatore Sanfilippo (aka Antirez), the creator of Redis has returned to Redis and he joined us to share the backstory on Redis, what's going on with the tech and the company, the possible (likely) move back to open source via the AGPL license, the new possibilities of AI and vector embeddings in Redis, and some good 'ol LLM inference discussions.
Redis is consistently one of the most beloved pieces of infrastructure for developers. And in the last few years, we've seen a number of new Redis-compatible projects that aim to improve on the core of Redis in some way. One of those projects is DragonflyDB, a multi-threaded version of Redis that allows for significantly higher throughput on a single instance. Roman Gershman is the co-founder and CTO at Dragonfly, and he has a fascinating background. Roman initially worked at Google and then was a frustrated user of Redis while working as an engineer at a fast-growing startup. He did a stint on the ElastiCache team at AWS but struck off on his own to make a new, faster version of Redis. In this episode, we talk through the improvements that Dragonfly makes to Redis and why it matters to high-scale users. We go through the different needs and requirements of high-scale cache applications and what Roman learned at AWS. We also go through the Redis licensing drama and how to attract developer attention in 2025.
Is your app feeling sluggish? Scott and Wes break down the biggest performance bottlenecks—like bloated assets, slow databases, and waterfall requests—and share easy wins to make your site feel lightning fast. From smarter caching to preloading tricks, these tips will have your app zipping along in no time! Show Notes 00:00 Welcome to Syntax! 00:58 Brought to you by Sentry.io. 02:01 What makes apps slow? 02:10 Loading too much. 03:26 Slow database work. 04:04 Slow server. 04:54 Waterfall requests. 06:34 How do I know what is slow? 06:45 Web vitals. 12:50 Streaming. 14:05 Network tab. 18:18 Performance tab. 22:53 Caching. 22:59 Client-side caching. 23:38 Server-side caching. Valkey.io. Redis.io. 25:40 Local data. 26:11 Gzip. 29:23 CDN. 30:57 Images. Cloudinary. Cloudflare Images. Imgix. Vercel Images. 31:08 Serving. 34:16 Compressing. 35:06 Ship fewer images. 35:50 Loading JS. Async vs Defer Attributes. 37:00 CSS. 38:28 Preloading & Prefetch. 39:40 Preloading on hover. 41:44 Ship less code. 43:49 Icons Nucleo App. 47:01 Fonts Tolin.ski. 51:13 Sick Picks + Shameless Plugs. Sick Picks Scott: Skywalkers on Netflix. Wes: Oxo Swivel Peeler. Shameless Plugs Scott: Syntax on YouTube. Hit us up on Socials! Syntax: X Instagram Tiktok LinkedIn Threads Wes: X Instagram Tiktok LinkedIn Threads Scott: X Instagram Tiktok LinkedIn Threads Randy: X Instagram YouTube Threads
The Learn System Design podcast delves into the intricacies of designing a parking lot system, a topic often encountered in technical interviews, especially at large tech companies. The host, Ben Kitchell, begins by providing context from previous discussions, particularly regarding the importance of atomicity and redundancy in system design. He emphasizes the need for a reliable and scalable architecture that can handle real-time reservations and payments, illustrating the challenges of maintaining consistency in a distributed environment. The episode outlines critical functional requirements such as user authentication, reservation capabilities, and payment processing, while also addressing non-functional requirements like security and latency. Throughout the discussion, Ben explores the CAP theorem, highlighting the trade-offs between consistency and availability. He advocates for prioritizing consistency in this specific use case—parking reservations—because allowing multiple users to occupy the same spot would lead to significant user dissatisfaction. The episode also covers capacity estimates, proposing a realistic user base and discussing storage needs, which ultimately lead to considerations for database modeling. Ben suggests utilizing a relational database for its inherent relationships between users, vehicles, and reservations, ensuring data integrity and efficient querying. Furthermore, the podcast dives into the technical architecture of the system, advocating for a modular approach with dedicated services for user management, vehicle handling, parking spot management, and payment processing. Ben proposes the use of Redis for distributed locking to manage concurrency effectively, ensuring that users cannot double-book parking spots. He concludes with a discussion on scaling strategies and the importance of designing systems that can evolve with changing demands. This episode serves as a comprehensive guide for engineers looking to deepen their understanding of system design while preparing for real-world application and technical interviews.Takeaways: Building a parking lot system requires a focus on core functional requirements like user reservation and payment. Using a distributed locking mechanism, such as Redis, can help maintain consistency in concurrent transactions. Non-functional requirements such as security and low latency are critical for user satisfaction. Estimating capacity for the system is important; 100,000 users a month is a realistic start. A structured database model with tables for users, vehicles, reservations, and spots is essential for functionality. Designing for scalability involves separating services and using load balancers to manage traffic effectively. Companies mentioned in this episode: Amazon AWS DynamoDB Zookeeper Stripe Raising Cane's Chick Fil A Support the showDedicated to the memory of Crystal Rose.Email me at LearnSystemDesignPod@gmail.comJoin the free Discord Consider supporting us on PatreonSpecial thanks to Aimless Orbiter for the wonderful music.Please consider giving us a rating on ITunes or wherever you listen to new episodes.
I am excited to introduce my conversation with Ash Vijay, SVP of Cloud Sales and BD Partnerships at Redis, live from Google Cloud's Marketplace Exchange! Redis, a favorite among developers, plays a crucial role in the data ecosystem, powering applications with high-performance caching and database solutions integral to GenAI. In this episode, Ash shares how Redis is leveraging Google Cloud Marketplace to meet customer demand for faster procurement and scaling, especially in light of large cloud commitments. Redis's marketplace strategy not only retains customers but also expands deal sizes and accelerates closing times. Ash discusses Redis's comprehensive partner program, enabling ISVs, OEMs, and SIs to build on the Redis platform, offering them both growth opportunities and collaborative engagement with Redis's ecosystem. Ash's advice to partners? Invest in the marketplace and empower your sales teams to maximize its potential—a strategy that's driving Redis's top-down engagements and delivering significant business value. Tune into The Ultimate Guide to Partnering to learn how Redis is redefining co-selling and scaling with Google Cloud!
From Nextcloud Breakup to Blissful Reunion: Chris's journey back to a smarter setup. Plus, Jellyfin's game-changing features and a beloved self-hosted app get the upgrade we've all been waiting for.
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