Podcasts about GitHub

AI-powered web browsers are hitting the scene fast, but Steve and Leo unpack why these smart assistants could usher in an era of security chaos most users aren't ready for. Brace yourself for the wild risks, real-world scams, and the privacy questions no one else is asking. Secret radios discovered in Chinese-made busses. Edge & Chrome introduce LLM-based "scareware" blocking. A perfect example of what scareware blocking hopes to prevent. Aardvark: OpenAI's new vulnerability scanner for code. Italy to require age verification from 48 specific sites. Russia to require the use of only Russian software within Russia. Russia further clamping down on non-MAX Telegram and WhatsApp messaging. 187 new malicious NPM packages. Could AI help with that? BadCandy malware has infiltrated Australian Cisco routers. Github's 2025 report with the dominance of TypeScript. Windows 11 gets new extra-secure Admin Protection feature. A bunch of interesting feedback and listener thoughts. And why the new AI-driven web browsers may be bringing a whole new world of hurt Show Notes - https://www.grc.com/sn/SN-1050-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: bitwarden.com/twit joindeleteme.com/twit promo code TWIT canary.tools/twit - use code: TWIT bigid.com/securitynow threatlocker.com for Security Now

Live from GitHub Universe, Wes, Scott, and CJ talk about the latest AI and developer tools from GitHub, including Agent HQ, Copilot integrations, and the new mission control for agents. They also share stories from the Syntax meetup, hack their conference badges, and debate AI's role in coding. Show Notes 00:00 Welcome to Syntax! 03:39 This year's GitHub Universe badges were next-level 07:35 Keynote recap: GitHub Agents, Copilot, and Mission Control 18:21 Brought to you by Sentry.io 20:33 Plan Mode and the future of collaborative coding 23:40 Cursor's new trick: firing off agents straight from Slack 25:32 Copilot Metrics Dashboard and agent analytics 27:53 Effortless MCP integration and custom agent workflows 31:35 Wrapping up GitHub Universe 2025 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

AI-powered web browsers are hitting the scene fast, but Steve and Leo unpack why these smart assistants could usher in an era of security chaos most users aren't ready for. Brace yourself for the wild risks, real-world scams, and the privacy questions no one else is asking. Secret radios discovered in Chinese-made busses. Edge & Chrome introduce LLM-based "scareware" blocking. A perfect example of what scareware blocking hopes to prevent. Aardvark: OpenAI's new vulnerability scanner for code. Italy to require age verification from 48 specific sites. Russia to require the use of only Russian software within Russia. Russia further clamping down on non-MAX Telegram and WhatsApp messaging. 187 new malicious NPM packages. Could AI help with that? BadCandy malware has infiltrated Australian Cisco routers. Github's 2025 report with the dominance of TypeScript. Windows 11 gets new extra-secure Admin Protection feature. A bunch of interesting feedback and listener thoughts. And why the new AI-driven web browsers may be bringing a whole new world of hurt Show Notes - https://www.grc.com/sn/SN-1050-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: bitwarden.com/twit joindeleteme.com/twit promo code TWIT canary.tools/twit - use code: TWIT bigid.com/securitynow threatlocker.com for Security Now

AI-powered web browsers are hitting the scene fast, but Steve and Leo unpack why these smart assistants could usher in an era of security chaos most users aren't ready for. Brace yourself for the wild risks, real-world scams, and the privacy questions no one else is asking. Secret radios discovered in Chinese-made busses. Edge & Chrome introduce LLM-based "scareware" blocking. A perfect example of what scareware blocking hopes to prevent. Aardvark: OpenAI's new vulnerability scanner for code. Italy to require age verification from 48 specific sites. Russia to require the use of only Russian software within Russia. Russia further clamping down on non-MAX Telegram and WhatsApp messaging. 187 new malicious NPM packages. Could AI help with that? BadCandy malware has infiltrated Australian Cisco routers. Github's 2025 report with the dominance of TypeScript. Windows 11 gets new extra-secure Admin Protection feature. A bunch of interesting feedback and listener thoughts. And why the new AI-driven web browsers may be bringing a whole new world of hurt Show Notes - https://www.grc.com/sn/SN-1050-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: bitwarden.com/twit joindeleteme.com/twit promo code TWIT canary.tools/twit - use code: TWIT bigid.com/securitynow threatlocker.com for Security Now

AI-powered web browsers are hitting the scene fast, but Steve and Leo unpack why these smart assistants could usher in an era of security chaos most users aren't ready for. Brace yourself for the wild risks, real-world scams, and the privacy questions no one else is asking. Secret radios discovered in Chinese-made busses. Edge & Chrome introduce LLM-based "scareware" blocking. A perfect example of what scareware blocking hopes to prevent. Aardvark: OpenAI's new vulnerability scanner for code. Italy to require age verification from 48 specific sites. Russia to require the use of only Russian software within Russia. Russia further clamping down on non-MAX Telegram and WhatsApp messaging. 187 new malicious NPM packages. Could AI help with that? BadCandy malware has infiltrated Australian Cisco routers. Github's 2025 report with the dominance of TypeScript. Windows 11 gets new extra-secure Admin Protection feature. A bunch of interesting feedback and listener thoughts. And why the new AI-driven web browsers may be bringing a whole new world of hurt Show Notes - https://www.grc.com/sn/SN-1050-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: bitwarden.com/twit joindeleteme.com/twit promo code TWIT canary.tools/twit - use code: TWIT bigid.com/securitynow threatlocker.com for Security Now

AI-powered web browsers are hitting the scene fast, but Steve and Leo unpack why these smart assistants could usher in an era of security chaos most users aren't ready for. Brace yourself for the wild risks, real-world scams, and the privacy questions no one else is asking. Secret radios discovered in Chinese-made busses. Edge & Chrome introduce LLM-based "scareware" blocking. A perfect example of what scareware blocking hopes to prevent. Aardvark: OpenAI's new vulnerability scanner for code. Italy to require age verification from 48 specific sites. Russia to require the use of only Russian software within Russia. Russia further clamping down on non-MAX Telegram and WhatsApp messaging. 187 new malicious NPM packages. Could AI help with that? BadCandy malware has infiltrated Australian Cisco routers. Github's 2025 report with the dominance of TypeScript. Windows 11 gets new extra-secure Admin Protection feature. A bunch of interesting feedback and listener thoughts. And why the new AI-driven web browsers may be bringing a whole new world of hurt Show Notes - https://www.grc.com/sn/SN-1050-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: bitwarden.com/twit joindeleteme.com/twit promo code TWIT canary.tools/twit - use code: TWIT bigid.com/securitynow threatlocker.com for Security Now

AI-powered web browsers are hitting the scene fast, but Steve and Leo unpack why these smart assistants could usher in an era of security chaos most users aren't ready for. Brace yourself for the wild risks, real-world scams, and the privacy questions no one else is asking. Secret radios discovered in Chinese-made busses. Edge & Chrome introduce LLM-based "scareware" blocking. A perfect example of what scareware blocking hopes to prevent. Aardvark: OpenAI's new vulnerability scanner for code. Italy to require age verification from 48 specific sites. Russia to require the use of only Russian software within Russia. Russia further clamping down on non-MAX Telegram and WhatsApp messaging. 187 new malicious NPM packages. Could AI help with that? BadCandy malware has infiltrated Australian Cisco routers. Github's 2025 report with the dominance of TypeScript. Windows 11 gets new extra-secure Admin Protection feature. A bunch of interesting feedback and listener thoughts. And why the new AI-driven web browsers may be bringing a whole new world of hurt Show Notes - https://www.grc.com/sn/SN-1050-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: bitwarden.com/twit joindeleteme.com/twit promo code TWIT canary.tools/twit - use code: TWIT bigid.com/securitynow threatlocker.com for Security Now

Joël and Sally grab a flashlight to share some scary dev stories with each other to celebrate spooky season. Sally tales the tale of the missing production database, Joël flees from some corrupted data, and each recall instances of haunted code and heart stopping moments from projects gone wrong. — Thanks to our sponsors for this episode Judoscale - Autoscale the Right Way (https://judoscale.com/bikeshed) (check the link for your free gift!), and Scout Monitoring (https://www.scoutapm.com/). If you're ever in Amsterdam consider checking out Joël's museum recommendation. (https://grachten.museum/en/) Your hosts for this episode have been thoughtbot's own Joël Quenneville (https://www.linkedin.com/in/joel-quenneville-96b18b58/) and Sally Hall (https://www.linkedin.com/in/sallyannahall). If you would like to support the show, head over to our GitHub page (https://github.com/sponsors/thoughtbot), or check out our website (https://bikeshed.thoughtbot.com). Got a question or comment about the show? Why not write to our hosts: hosts@bikeshed.fm This has been a thoughtbot (https://thoughtbot.com/) podcast. Stay up to date by following us on social media - YouTube (https://www.youtube.com/@thoughtbot/streams) - LinkedIn (https://www.linkedin.com/company/150727/) - Mastodon (https://thoughtbot.social/@thoughtbot) - BlueSky (https://bsky.app/profile/thoughtbot.com) © 2025 thoughtbot, inc.

James heads to San Francisco for this year's GitHub Universe and experience his first Waymo! After a quick review we break down all of the new developer goodies from Universe including new updates to VS Code, Agent HQ, and Copilot integrations everywhere! Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us (https://itunes.apple.com/us/podcast/merge-conflict/id1133064277?mt=2&ls=1) ⭐⭐ Machine transcription available on http://mergeconflict.fm

Andrew's longtime friend, mentor, and PowerShell legend Josh King joins The PowerShell Podcast to celebrate the tenth anniversary and version 1.0 release of his popular open-source module BurntToast, which powers customizable Windows toast notifications. Josh shares the story behind the project's evolution, the challenges of maintaining an open-source module with millions of downloads, and the balance between community expectations and personal well-being.   In addition to diving into BurntToast's new actionable notifications and real-world use cases, Josh and host Andrew Pla reflect on their shared history in the PowerShell community, the importance of mentorship, and how taking small steps (like creating a GitHub repo or sharing a script) can lead to huge career growth.   Key Takeaways: BurntToast hits version 1.0 – After ten years of development, BurntToast now includes support for actionable notifications, letting users interact directly through PowerShell-based Windows alerts. Open-source and burnout – Josh discusses the pressures of maintaining a high-profile module and the importance of setting boundaries while giving back to the community. Mentorship and community matter – Simple encouragement, open sharing, and small contributions can transform careers and strengthen the PowerShell ecosystem. Guest Bio: Josh is a Senior Infrastructure Operations Engineer at Chocolatey Software and a former Microsoft MVP. He has a long history working within Windows and VMware environments and has a passion for all things PowerShell and automation.Resource Links BurntToast Module (PowerShell Gallery) – https://www.powershellgallery.com/packages/BurntToast Josh's Blog – https://toastit.dev Josh King on GitHub – https://github.com/Windos Connect with Andrew - https://andrewpla.tech/links Josh on BlueSky – https://bsky.app/profile/toastit.dev Josh's PowerShell Wednesday BurntToast Presentation - https://www.youtube.com/watch?v=XD1VaxXWcXA Learn about #requires - https://learn.microsoft.com/en-us/powershell/module/microsoft.powershell.core/about/about_requires?view=powershell-7.5 PDQ Discord – https://discord.gg/PDQ The PowerShell Podcast on YouTube: https://youtu.be/wi7Ijo9Od-k

Tour de Zorin 18 de mano del sr. Tejedor: https://www.youtube.com/watch?v=hoJBFsO9rmk

Copilot non è più solo un suggeritore di codice: con i nuovi Copilot Agents e la funzionalità di Planning in Visual Studio, diventa un vero compagno di squadra.In questa puntata parliamo di come gli agenti personalizzati — come il nuovo C# Expert — permettano di avere un Copilot che conosce le best practice del linguaggio e segue le regole del tuo team, mentre la modalità di Planning introduce un approccio strutturato ai task complessi, passo dopo passo. Scopri come queste novità possono migliorare qualità, coerenza e produttività nel tuo lavoro quotidiano di sviluppatore .NET.https://github.com/github/awesome-copilot/blob/main/agents/CSharpExpert.agent.mdhttps://devblogs.microsoft.com/dotnet/introducing-custom-agents-for-dotnet-developers-csharp-expert-winforms-expert/https://devblogs.microsoft.com/visualstudio/introducing-planning-in-visual-studio-public-preview/https://docs.github.com/en/copilot/concepts/agents/coding-agent/about-custom-agents#dotnet #copilot #github #ai #customagents #podcast #dotnetinpillole

Is the AI boom about to reshape the global power structure — and your business model with it?OpenAI just made its long-anticipated leap into the for-profit world — triggering billion-dollar investments, a trillion-dollar valuation trajectory, and a redefined power dynamic with Microsoft. But that's just one headline in a week filled with seismic shifts in the AI ecosystem.From Anthropic rolling out memory (finally) to Claude, to Canva dropping a free Adobe killer, to ChatGPT hitting 1M weekly suicide-related chats — this episode is a full-throttle ride through the wild frontier of AI, business, and ethics.Whether you're leading a team, shaping policy, or trying to future-proof your strategy — this is the episode you can't afford to skip.In this session, you'll discover: - Why OpenAI's restructure gives the nonprofit surprising control — and what that signals for governance - The trillion-dollar IPO roadmap (yes, trillion) and why SoftBank just doubled down - Microsoft's 27% stake in OpenAI and what it reveals about their AI dominance strategy - OpenAI's urgent call to the White House: “Electricity is the new oil” - How Claude is challenging ChatGPT with memory, portability, and frictionless context - Canva vs Adobe: Why a free Affinity suite might shake up the design software world - Music industry disruptions: OpenAI enters the AI-music ring with Suno in its sights - The billion-dollar legaltech boom and what it means for professional services - Crypto-trading AIs: Which models are winning with real money — and which are tanking - Why Google's new AI Earth tools could save lives (or at least predict cholera outbreaks) - What the rise of agentic browsers and multi-model orchestration means for your stack About Leveraging AI The Ultimate AI Course for Business People: https://multiplai.ai/ai-course/ YouTube Full Episodes: https://www.youtube.com/@Multiplai_AI/ Connect with Isar Meitis: https://www.linkedin.com/in/isarmeitis/ Join our Live Sessions, AI Hangouts and newsletter: https://services.multiplai.ai/events If you've enjoyed or benefited from some of the insights of this episode, leave us a five-star review on your favorite podcast platform, and let us know what you learned, found helpful, or liked most about this show!

Michael Assraf is building Flamingo, an open-source and AI-powered operating system for managed service providers. After exiting Vicarious in May 2024, he spent seven months on market research before writing a single line of code—conducting 15+ MSP interviews, mapping their complete tool stack economics, and testing distribution channels with a free community product. The research revealed a structural margin crisis: MSPs operate on 10-15% margins with 30% of revenue flowing to vendor payouts and 25-30% to technician labor. Meanwhile, private equity consolidation drives customer pricing down while legacy vendors raise prices. Michael closed a $2.2 million pre-seed in February 2025, built OpenMSP as a lead-gen vehicle that generated 1,000+ waitlist signups, and launched Open Frame with 70% of capital still in the bank. In this launch-day conversation, he breaks down why the $380 billion MSP market remains massively underinvested, how Facebook ads outperformed LinkedIn 5:1, and why he's giving away the core product while charging for hosted deployment. Topics Discussed: The seven-month research phase: 15+ MSP interviews, mapping 19 tool categories with pricing data, evaluating open source project maturity through commit frequency and VC backing MSP margin compression mechanics: 30% vendor payouts, 25-30% labor costs, 10-15% net margins being crushed by PE-driven consolidation and vendor price increases Building OpenMSP as distribution validation: four months before alpha, generated 1,000 waitlist signups and 200 Slack members while testing paid acquisition channels Why Facebook delivered 40%+ of leads at $6-8 CPL while outbound completely failed with IT-busy MSPs aged 25-50 in central US markets Launching with 70% of $2.2M pre-seed still in bank by solving for distribution and product-market fit before scaling headcount Open Frame's architecture: unified control plane over open source tools (RMM, SSO, zero trust) with dual AI agents—one for end users, one for technicians Offering both self-hosted (free, GitHub) and commercial SaaS (per-seat pricing starting January 2026) to build trust in an underserved market The MSP category opportunity: $380B market, 12% annual growth, 30-40K US MSPs, minimal VC-backed innovation against 20-year-old incumbents GTM Lessons For B2B Founders: Build lead-gen infrastructure before you have a product to sell: Four months before launching Open Frame, Michael shipped OpenMSP—a free tool that analyzes MSP tech stacks and suggests open source replacements. It wasn't a waitlist landing page; it delivered standalone value while capturing intent data. This generated 1,000 qualified signups and 200 Slack community members while simultaneously validating paid acquisition channels. By launch, he knew Facebook cost $6-8 per lead while outbound failed completely. Most founders build product first, then scramble for distribution. Michael inverted the sequence. Fire fast on sales hires in early stage, or don't hire them at all: Michael fired three VP Sales at Vicarious before learning the lesson: "The moment to bring salespeople is not when you are able to sell your product, is when someone else is able to sell your product." The critical test isn't whether the founder can close deals—founders sell vision and relationship. The test is whether a marketing person, SDR, or non-sales hire can generate revenue. Only then do salespeople accelerate an already-working motion. Hiring VP Sales at $50K ARR because the board wants "someone to own revenue" burns 12+ months and $200K+ learning this. Spend 6-12 months researching before building in unfamiliar markets: Michael conducted 15+ MSP interviews, mapped all 19 tool categories they use with pricing, evaluated open source alternatives by analyzing GitHub commit frequency and pull requests, identified which projects had VC backing for long-term viability, and tested multiple marketing channels before alpha deployment. This allowed him to launch with product-market fit indicators already validated and 70% of his $2.2M still in the bank. The alternative—build fast, iterate with customers—works when you deeply understand the market. When you don't, research is cheaper than pivots. Target categories where lack of innovation creates adoption momentum: MSPs represent 30-40K companies in the US alone, part of a $380B global market growing 12% annually. Yet VCs historically avoided the space assuming low ACV and high churn. The dominant platforms—ConnectWise, Datto, Asea—have existed 20+ years with minimal AI adoption or architectural modernization. Michael specifically chose MSPs because "in cyber security you would never get traction that we're getting right now unless you're spending millions of dollars." In crowded categories, distribution cost kills you. In starved categories, any credible innovation gets attention. Architect your product so adoption mechanically improves customer unit economics: Open Frame attacks both sides of MSP margin compression simultaneously. The open source tool suite eliminates the 30% of revenue paid to commercial vendors. The dual AI agent system (end-user self-service + technician orchestration) reduces the 25-30% spent on labor. Michael didn't find a problem and then figure out monetization—he reverse-engineered a solution where product adoption directly expands customer margins. When your product makes customers structurally more profitable, adoption isn't a marketing problem. // 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

How do you monitor distributed systems that span dozens of microservices, multiple languages, and different databases? The old approach of gathering logs from different machines and recompiling apps with profiling flags doesn't scale when you're running thousands of servers. You need a unified strategy that works everywhere, on every component, in every language—and that means tackling the problem from the kernel level up.Mohammed Aboullaite is a backend engineer at Spotify, and he joins us to explore the latest in continuous profiling and observability using eBPF. We dive into how eBPF lets you programmatically peek into the Linux kernel without recompiling it, why companies like Google and Meta run profiling across their entire infrastructure, and how to manage the massive data volumes that continuous profiling generates. Mohammed walks through specific tools like Pyroscope, Pixie, and Parca, explains the security model of loading code into the kernel, and shares practical advice on overhead thresholds, storage strategies, and getting organizational buy-in for continuous profiling.Whether you're debugging performance issues, optimizing for scale, or just want to see what your code is really doing in production, this episode covers everything from packet filters to cultural changes in service of getting a clear view of your software when it hits production.---Support Developer Voices on Patreon: https://patreon.com/DeveloperVoicesSupport Developer Voices on YouTube: https://www.youtube.com/@DeveloperVoices/joineBPF: https://ebpf.io/Google-Wide Profiling Paper (2010): https://research.google.com/pubs/archive/36575.pdfGoogle pprof: https://github.com/google/pprofContinuous Profiling Tools:Pyroscope (Grafana): https://grafana.com/oss/pyroscope/Pixie (CNCF): https://px.dev/Parca: https://www.parca.dev/Datadog Continuous Profiler: https://www.datadoghq.com/product/code-profiling/Supporting Technologies:OpenTelemetry: https://opentelemetry.io/Grafana: https://grafana.com/New Relic: https://newrelic.com/Envoy Proxy: https://www.envoyproxy.io/Spring Cloud Sleuth: https://spring.io/projects/spring-cloud-sleuthMohammed Aboullaite:LinkedIn: https://www.linkedin.com/in/aboullaite/GitHub: https://github.com/aboullaiteWebsite: http://aboullaite.meTwitter/X: https://twitter.com/laytounKris on Bluesky: https://bsky.app/profile/krisajenkins.bsky.socialKris on Mastodon: http://mastodon.social/@krisajenkinsKris on LinkedIn: https://www.linkedin.com/in/krisjenkins/

In this episode of The New Stack Podcast, hosts Alex Williams and Frederic Lardinois spoke with Keith Ballinger, Vice President and General Manager of Google Cloud Platform Developer Experience (GPC), about the evolution of agentic coding tools and the future of programming. Ballinger, a hands-on executive who still codes, discussed Gemini CLI, Google's response to tools like Claude Code, and his broader philosophy on how developers should work with AI. He emphasized that these tools are in their “first inning” and that developers must “slow down to speed up” by writing clear guides, focusing on architecture, and documenting intent—treating AI as a collaborative coworker rather than a one-shot solution. Ballinger reflected on his early AI experiences, from Copilot at GitHub to modern agentic systems that automate tool use. He also explored the resurgence of the command line as an AI interface and predicted that programming will increasingly shift from writing code to expressing intent. Ultimately, he envisions a future where great programmers are great writers, focusing on clarity, problem decomposition, and design rather than syntax. Learn more from The New Stack about the latest in Google AI development: Why PyTorch Gets All the Love Lightning AI Brings a PyTorch Copilot to Its Development Environment Ray Comes to the PyTorch Foundation Join our community of newsletter subscribers to stay on top of the news and at the top of your game.  Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

This week, our hosts ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Dave Bittner⁠⁠⁠⁠⁠, ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Joe Carrigan⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠, and ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Maria Varmazis⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ (also host of the ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠T-Minus⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Space Daily show) are sharing the latest in social engineering scams, phishing schemes, and criminal exploits that are making headlines. In our follow up, our hosts respond to a listener who wrote in with an insightful question about the role of wealth in scam susceptibility. Joe's story covers how a fake AI recruiter lures developers with a GitHub “technical assessment” that, when run, unleashes a five-stage malware chain to steal credentials, wallets, and install persistent backdoors. Maria has the story on a Halloween-themed phishing scam that lured victims with a fake Home Depot giveaway, using obfuscated code, stolen email threads, and tracking pixels to trick users into handing over personal and payment information. Dave's story is on a convincing phishing email claiming Dashlane was hacked, showing how fear and urgency—even in obvious scams—can make anyone second-guess before thinking twice. Our catch of the day is from the scams sub-Reddit thread, and is how one user received a message from their "aunt" who wanted to be nice and grab the user a present. Resources and links to stories: ⁠How a fake AI recruiter delivers five staged malware disguised as a dream job Home Depot Halloween phish gives users a fright, not a freebie Why the Obviously Fake Dashlane Hack Phishing Email Still Made Me Jump ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Have a Catch of the Day you'd like to share? Email it to us at ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠hackinghumans@n2k.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

How do you build quality software with LLMs? Carl and Richard talk to Den Delimarsky about the GitHub Spec Kit, which uses specifications to help LLMs generate code for you. Den discusses the iterative process of refining specifications to produce better code, and then being able to add your own code without disrupting the process. The conversation delves into this new style of software development, utilizing specifications to break down tasks sufficiently for LLMs to be successful, and explores the limitations that exist today.

Dan and Chris sit down (again) with Jared Zoneraich, co-founder and CEO of PromptLayer, to discuss how prompt engineering has evolved into context engineering (and while loops with tool calls). Jared shares insights on building flexible AI applications, managing tool calls, testing and versioning prompts, and empowering both technical and non-technical users in AI development. Along the way, they dive into coding agents and the “crawl-walk-run” approach to AI deployment.Featuring: Jared Zoneraich – LinkedInChris Benson – Website, LinkedIn, Bluesky, GitHub, XDaniel Whitenack – Website, GitHub, XLinks:PromptLayerUpcoming Events: Join us at the Midwest AI Summit on November 13 in Indianapolis to hear world-class speakers share how they've scaled AI solutions. Don't miss the AI Engineering Lounge, where you can sit down with experts for hands-on guidance. Reserve your spot today!Register for upcoming webinars here!

In this episode of Dark Woke, we discusses the alarming rise of surveillance and data mining in the current political climate, particularly focusing on the implications of NSPM7, a government memorandum that targets activists and nonprofits. Drawing parallels to historical events like the Espionage and Sedition Acts, he emphasizes the importance of understanding policy and collective action in combating these threats. The conversation highlights the need for vigilance and proactive measures to protect civil rights and privacy in an increasingly monitored society. Jump in with Janaya Future Khan. Project MVT on Github: https://github.com/mvt-project/mvt SUBSCRIBE + FOLLOW IG: www.instagram.com/darkwokejfk Youtube: www.youtube.com/@darkwoke TikTok: https://www.tiktok.com/@janayafk SUPPORT THE SHOW Patreon - https://patreon.com/@darkwoke Tip w/ a One Time Donation - https://buymeacoffee.com/janayafk Learn more about your ad choices. Visit megaphone.fm/adchoices

Thank you to the folks at Sustain (https://sustainoss.org/) for providing the hosting account for CHAOSSCast! CHAOSScast – Episode 122 In this episode of CHAOSScast, host Georg and co-host Alice introduce a special feature showcasing the “CHAOTICS of the Month” who are members recognized for their exceptional contributions to the CHAOSS open source community. Today, they chat with David Lippert, Victoria Ottah, and Cali Dolfi.  David Lippert, Director of the Open Source Program Office at George Washington University, discusses his journey into academia and open source with a focus on public interest technology. Victoria Otta, a UX designer and accessibility advocate, shares her experiences and contributions to the CHAOSS community, particularly in accessibility auditing and inclusion of people with disabilities in open source. Cali Dolfi, a senior data scientist at Red Hat, talks about her work in community data analysis and the Data Science Working Group. Hit download now to hear more! [00:01:42] Georg highlights the purpose of the today's episode that includes three guests from the “CHAOTICS of the Month” series. [00:01:56] The first CHAOTIC guest is David Lippert. He shares his background being a former software and data engineer, now in academia, and works under a Sloan Foundation grant supporting university OSPOs. [00:05:17] Georg addresses the lack of open source awareness among faculty and encourages integration of open source into academic programs. [00:06:37] David shares his connection to CHAOSS, joining through the CURRIOSS network of academic OSPOs and talks about working with the UN SDG Working Group to measure global impact through open source. He mentions two GWU students won a UN hackathon related to open source data management. [00:10:56] David talks about how metrics vary based on context ( IT department vs. researcher focus). [00:12:44] The next CHAOTIC guest is Victoria Ottah. She shares her background and her journey into CHAOSS, which is the first open source community she joined. CHAOSS provided clarity and mentorship since she was initially struggling as a designer and mentions having early support from Ruth and other maintainers. [00:16:18] Victoria discusses the need to make GitHub and contribution platforms more welcoming to designers and suggests simplified onboarding and linking repositories to Figma or design workspaces. [00:17:45] Victoria's career goals and focus for 2026 is being a certified accessibility advocate to CHAOSS web projects and advocates for including people with disabilities early in the open source design and development process. [00:20:39] Find out where you can connect with Victoria online. [00:21:33] The last CHAOTIC guest is Cali Dolfi. She shares her background, starting as a data science intern in 2020, and focused on community analytics. She works with CHAOSS tools Augur and 8Knot for data visualization and analysis. [00:25:26] Cali is really excited about working in the Data Science Working Group, collaborating with researchers to explore methods for analyzing open source communities, and developing Practitioner Guides to help organizations interpret metrics effectively. [00:28:03] Cali encourages new contributors to start by joining working groups aligned with their interests and notes that groups are small and welcoming, offering mentorship and practical work. Value Adds (Picks) of the week: [00:30:40] Georg's pick is drying garden herbs in a dehydrator to make tea. [00:31:06] Alice's pick is tending a backyard pond and raising goldfish. [00:33:03] David's pick is hosting a movie night featuring, The Internet's Own Boy: The Story of Aaron Swartz, to inspire ethics in open source. [00:34:59] Victoria's pick is being proud of reaching her fitness goals. [00:35:23] Cali's pick is celebrating recovery from ACL surgery and returning to running and playing volleyball after two years. Panelists: Georg Link Alice Sowerby Guests: David Lippert Victoria Ottah Cali Dolfi Links: CHAOSS (https://chaoss.community/) CHAOSS Project X (https://twitter.com/chaossproj?lang=en) CHAOSScast Podcast (https://podcast.chaoss.community/) CHAOSS YouTube (https://www.youtube.com/@CHAOSStube/videos) CHAOSS Slack (https://chaoss-workspace.slack.com/join/shared_invite/zt-r65szij9-QajX59hkZUct82b0uACA6g#/shared-invite/email) podcast@chaoss.community (mailto:podcast@chaoss.community) Georg Link Website (https://georg.link/) Alice Sowerby LinkedIn (https://www.linkedin.com/in/alice-sowerby-ba692a13/?originalSubdomain=uk) David Lippert Bluesky (https://bsky.app/profile/david-lippert.bsky.social) David Lippert GitHub (https://github.com/david-lippert) Victoria Ottah Website (https://toriannenna-blog.medium.com/) Victoria Ottah LinkedIn (https://www.linkedin.com/in/victoria-ottah-7294481ba/) CHAOSScast Podcast episode featuring Victoria Ottah (https://podcast.chaoss.community/guests/victoria-ottah) Cali Dolfi LinkedIn (https://www.linkedin.com/in/calidolfi/) CHAOSScast Podcast episodes featuring Cali Dolfi (https://podcast.chaoss.community/guests/cali-dolfi) CHAOTIC of the Month - David Lippert (CHAOSS Monthly-GitHub) (https://github.com/chaoss/community/discussions/732#discussioncomment-14578553) CHAOTIC of the Month – Victoria Ottah (CHAOSS Monthly-GitHub) (https://github.com/chaoss/community/discussions/734) CHAOTIC of the Month - Cali Dolfi (CHAOSS Monthly-GitHub) (https://github.com/chaoss/community/discussions/728) CURIOSS (https://curioss.org/) CHAOSS United Nations Sustainable Development Goals (UN SDG) Working Group (https://github.com/chaoss/wg-un-sdg) CHAOSS Data Science Working Group (https://github.com/chaoss/wg-data-science) The Internet's Own Boy: The Story of Aaron Swartz (https://www.imdb.com/title/tt3268458/) Special Guests: Cali Dolfi and Victoria Ottah.

En este episodio, exploramos a fondo Ghostty, el emulador de terminal que está generando entusiasmo en la comunidad Linux y de código abierto. Si buscas una terminal que combine velocidad y funcionalidad sin compromisos, Ghostty es la respuesta.Te explico cómo Ghostty logra ser ULTRA-RÁPIDO utilizando la aceleración por GPU y por qué su diseño nativo lo hace sentir tan integrado en tu escritorio Linux (GTK4 en el caso de Linux).Puntos clave que cubriremos:La importancia del Renderizado por GPU y cómo mejora el rendimiento en Linux.Características avanzadas de productividad: Gestión nativa de pestañas, ventanas y paneles (splits).El innovador Protocolo Gráfico Kitty, que te permite ver imágenes directamente en la terminal.Cómo la configuración sencilla y el soporte para ligaduras y temas automáticos impulsan tu flujo de trabajo.Ghostty es una alternativa sólida y moderna a Kitty o Alacritty, ofreciendo velocidad y una serie de características avanzadas que lo posicionan como uno de los emuladores de terminal del futuro.Más información y enlaces en las notas del episodio

How do you build quality software with LLMs? Carl and Richard talk to Den Delimarsky about the GitHub Spec Kit, which uses specifications to help LLMs generate code for you. Den discusses the iterative process of refining specifications to produce better code, and then being able to add your own code without disrupting the process. The conversation delves into this new style of software development, utilizing specifications to break down tasks sufficiently for LLMs to be successful, and explores the limitations that exist today.

AI Daily Rundown: October 29, 2025:Welcome to AI Unraveled, Your daily briefing on the real world business impact of AIIn Today's edition:

Das ist das KI-Update vom 29.10.2025 unter anderem mit diesen Themen: OpenAI schließt Umbau zu Gewinnorientierung ab GitHub startet Agent HQ Warum sind so viele Antworten falsch? und KI-Tools erleichtern Spesenbetrug === Anzeige / Sponsorenhinweis === Dieser Podcast wird von einem Sponsor unterstützt. Alle Infos zu unseren Werbepartnern findet ihr hier. https://wonderl.ink/%40heise-podcasts === Anzeige / Sponsorenhinweis Ende === Links zu allen Themen der heutigen Folge findet Ihr im Begleitartikel auf heise online: https://heise.de/-10963089 Weitere Links zu diesem Podast: https://www.heise.de/thema/KI-Update https://pro.heise.de/ki/ https://www.heise.de/newsletter/anmeldung.html?id=ki-update https://www.heise.de/thema/Kuenstliche-Intelligenz https://the-decoder.de/ https://www.heiseplus.de/podcast https://www.ct.de/ki Eine neue Folge gibt es nach dem Feiertag am Freitag dann wieder Montag um 15 Uhr.

00:00: ☀️ Bom dia Tech!00:25:

Sometimes, you only need one smart idea to change your whole business. On this episode, I talked with Bill McIntosh, an entrepreneur and tech builder, about how fast things are moving with A.I. and business. We broke down how people can build websites, sales funnels, and apps (even full businesses) with just a few prompts thanks to new A.I. technologies. Bill brought in real stories, lessons, and numbers from his hands-on experience and explained the concept of “vibe coding”—a fresh way people are creating online today. If you're wondering how to use A.I. to start or grow your own website, app, or business, you'll find plenty of practical ideas here.Topics DiscussedAI-Assisted Creation: How the evolution of AI is enabling rapid website, app, and sales funnel creation—even for non-technical entrepreneurs.Vibe Coding Explained: Bill demystifies the concept of “vibe coding,” discussing its opportunities and potential pitfalls.Entrepreneurial Principles: The timeless business fundamentals Bill still relies on—even as technology changes.Solving Real Problems: A step-by-step approach to using research and online communities to identify business opportunities and create solutions.Challenges of AI Tools: Early adopter experiences with AI coding platforms, and the need for more accessible, user-friendly solutions.Buildy AI: Bill introduces his new venture, detailing how it helps entrepreneurs launch and scale digital businesses easily.App & Funnel Creation: Practical tips and stories around building sales funnels, websites, and custom apps with AI.Fundraising & Startup Growth: Insights into scaling a tech company through fundraising versus bootstrapping.The Future of AI Entrepreneurship: Predictions for industry adoption, and how “one prompt” could unleash creative and business potential for anyone.Resources MentionedBuildy AI: https://www.buildy.ai/Base44: https://base44.com/Lovable: https://lovable.dev/Replit: https://replit.com/GitHub: https://github.com/Hustle & Flowchart is proud to be part of the HubSpot Network.Hubspot has launched a whole new suite of AI Tools, check them on the Hubspot Spotlight: https://www.hubspot.com/spotlightCheck out other podcasts on the HubSpot Podcast Network: https://www.hubspot.com/podcastnetwork

Aji gets his priorities straight as he talks with fellow thoughtboter Jared Turner about his recent article titled The President's Doctor (https://thoughtbot.com/blog/the-presidents-doctor). Jared breaks down the thought process behind the president's doctor and the wasted time we accrue when working on a project, where we can minimise pauses and delays in our workflows, and why watching cat videos while you wait may actually be the most productive thing you can do! — Thanks to our sponsors for this episode Judoscale - Autoscale the Right Way (https://judoscale.com/bikeshed) (check the link for your free gift!), and Scout Monitoring (https://www.scoutapm.com/). Read Jared's article (https://thoughtbot.com/blog/the-presidents-doctor) to get a full breakdown of The President's Doctor theory. Your host for this episode has been Aji Slater (https://www.linkedin.com/in/doodlingdev/) and was joined by fellow thoughtboter Jared Turner (https://www.linkedin.com/in/jaredlt/). If you would like to support the show, head over to our GitHub page (https://github.com/sponsors/thoughtbot), or check out our website (https://bikeshed.thoughtbot.com). Got a question or comment about the show? Why not write to our hosts: hosts@bikeshed.fm This has been a thoughtbot (https://thoughtbot.com/) podcast. Stay up to date by following us on social media - YouTube (https://www.youtube.com/@thoughtbot/streams) - LinkedIn (https://www.linkedin.com/company/150727/) - Mastodon (https://thoughtbot.social/@thoughtbot) - BlueSky (https://bsky.app/profile/thoughtbot.com) © 2025 thoughtbot, inc.

ANTIC Episode 122 - Atypical Kay In this episode of ANTIC The Atari 8-Bit Computer Podcast… we introduce a new format for the news, there's lots of archiving going on, new software and hardware for our favorite 8-bits, and we find out Kay is atypical… READY! Recurring Links Floppy Days Podcast AtariArchives.org AtariMagazines.com Kay's Book "Terrible Nerd" New Atari books scans at archive.org ANTIC feedback at AtariAge Atari interview discussion thread on AtariAge Interview index: here ANTIC Facebook Page AHCS Eaten By a Grue Next Without For What we've been up to Via Mark Knudsen: 2" binder of "August 1987": Atari newsletter time capsule 1987-08 - https://archive.org/details/antc_Atari_newsletter_time_capsule_1987-08/ And individual newsletters - https://archive.org/details/@savetz?query=identifier%3Aantc_*1987-08 scanning Harry Stewart material: Here's his obit - https://www.mercurynews.com/obituaries/harry-stewart-san-jose-ca/ https://archive.org/details/stx_MicroTec_6500_Relocatable_Macro_Assembler_Manual https://archive.org/details/Bruce_Sherwood_Articles_about_Speech_Synthesis https://archive.org/details/Atari_Speech_Handler_Preliminary_Specification_1983-03-31 https://archive.org/details/Steve_Bristow_memo_on_Atari_810_drive_manual_1981-02-22 https://archive.org/details/atari-810-model-810-rear-board-schematic https://archive.org/details/Atari_810_disk_controller_firmware_memo_1980-12-22 https://archive.org/details/Atari_810_Disk_Drive_Peripheral_Device_Description_preliminary_release https://archive.org/details/Atari_810_Disk_Drive_Controller_Program_Report_1980-11-18 Atari Usenet groups on IA (so far, more to come): https://archive.org/details/net_micro_atari https://archive.org/details/net_micro_atari8 https://archive.org/details/net_micro_atari16 https://archive.org/details/comp_sys_atari https://archive.org/details/comp_sys_atari_announce https://archive.org/details/comp_sources_atari_st Allan and Kay continuing work to archive all APX programs. Still need: Missing (any version) manuals: Algicalc Basic Arithmetic Basic Renumber Utility (Renum) Character Set Editor Database/Report System Deep Blue C Disk Menu Dragons Quest or a twist in the tail Geography Gossip. (?) Home Loan Analysis Market Place Reversi Missing programs (some have other versions other than APX): Basic Utility for Renumbering Programs BURP Calculator Earth Science Geography (both lists) Home Loan Analysis (both lists) Instructional Computing Demonstration Market Place (both lists) Variable Changer Spreadsheet of APX archiving progress Atari poster - https://www.redbubble.com/i/poster/BASIC-Programmers-Guide-from-1981-by-ChoccyHobNob/39504539.LVTDI?asc=u&c=1128814-wall-art&ref=work_collections_grid Tricky Tutorial #7 from Kevin Lund - https://www.atarimania.com/documents/Tricky-Tutorial-7-Disk-Utilities.pdf News New and Updated Games: FujiLlama: https://www.atariorbit.org/2025/09/26/fujilama-is-a-new-multiplayer-game/ https://forums.atariage.com/topic/384764-a-new-fuji-net-game-fuji-llama-coming-soon/ https://boardgamegeek.com/boardgame/266083/llama New Italian text adventures for the Atari 8-bit: https://www.atariteca.net.pe/2025/10/nuevas-aventuras-de-texto-italianas.html Wild West - https://forums.atariage.com/topic/385434-wild-west-text-adventure-released/ Tin Star - https://forums.atariage.com/topic/385435-tin-star-text-adventure-released/ Desperados - https://forums.atariage.com/topic/385436-desperados-text-adventure-released/ New & Updated Software: https://forums.atariage.com/topic/234684-atari-8-bit-software-preservation-initiative/page/113/#findComment-5735315 Atari OS ROM collection - https://forums.atariage.com/topic/201133-os-source-code-all-revisions/page/6/#findComment-5730231 Mark "atarimac" Grebe updated Atari800MacX to 6.1.0 - https://forums.atariage.com/topic/385276-atari800macx-61-released/ Paulo Garcia continues his fantastic work on the FujiSan emulator (based on Atari800 emulator with emphasis on UI). - https://github.com/pedgarcia/fujisan/releases/tag/v1.0.5 Eric Carr updates the VSCode Extension for FastBASIC - https://forums.atariage.com/topic/351055-fastbasic-debugger-extension-for-vscode/ Publications Atari Insights October issue - https://ataribasics.com/newsletter-hub/ Compute's Gazette October issue - https://www.computesgazette.com ABBUC Magazine Special Mag 56 available in English (downloadable) for members - https://abbuc.de/download/abbuc-sondermagazin-56-papierbeilage-englisch/ Old School Gamer #48 - https://shop.oldschoolgamer.com/products/osg-issue-48-september-2025 New & Updated Hardware Atari 1027 printer belt by Jeri Ellsworth - https://bsky.app/profile/jeriellsworth.bsky.social/post/3m3ojeg7x6c2e New 1:1 1000dpi Replica of Atari XE Motherboard in production - https://forums.atariage.com/topic/383379-new-11-1000dpi-replica-of-atari-xe-motherboard-%E2%80%93-interest-check/page/7/ New 1:1 1000dpi Replica of Atari 600XL Motherboard – Interest Check - Piotr D. Kaczorowski - https://forums.atariage.com/topic/384709-new-11-1000dpi-replica-of-atari-600xl-motherboard-%E2%80%93-interest-check/ Contests ABBUC Software Competition: https://forums.atariage.com/topic/381593-abbuc-software-contest-2025 Video of the 13 games from the contest run on real hardware (Philsan) - https://forums.atariage.com/topic/381593-abbuc-software-contest-2025/page/5/#findComment-5735942 ABBUC Hardware Competition - https://forums.atariage.com/topic/381594-abbuc-hardware-contest-2025/ ATASCII Compo 2025: https://atariscne.org/news/index.php/atascii-compo-2025-is-running https://logiker.com/ATASCII Other https://tedium.co/2025/10/20/computers-fcc-rf-interference-history/ Atari 8-bit calendar (from Atariteca on Facebook): Article - https://www.facebook.com/share/p/17NVFQ4pA8/ Ordering - https://www.facebook.com/martin.grundy.94 Upcoming Shows 2025 Atari Party 2025 - Nov. 22, 2025 (noon to 4) - Quakertown, PA Train Station - http://atariparty.org/ 2026 Vintage Computer Festival Montreal - Jan. 24-25, 2026 - Saint-Jean-sur-Richelieu, QC - https://vcfed.org/vcf-montreal/ Vintage Electronics Expo - Jan. 31, 2026 - Oakland Expo Center, Waterford, MI - https://www.thevee.org/ Vintage Computer Festival SoCal - February 14-15, 2026 - Hotel Fera Events Center, Orange, CA - vcfsocal.com Indy Classic Computer and Video Game Expo - March 20-22 - Wyndham Indianapolis Airport Hotel, Indianapolis, IN - https://indyclassic.org/ VCF East - April 17-19 2026 - InfoAge Science and History Museums, Wall, NJ - https://vcfed.org/events/vintage-computer-festival-east/ Midwest Gaming Classic - April 24-26 - Baird Center, Milwaukee, WI - https://www.midwestgamingclassic.com/ VCF Southwest - May 29-31, 2026 - Westin Dallas Ft. Worth Airport - https://www.vcfsw.org/ Retrofest 2026 - May 30-31 - Steam Museum of the Great Western Railway, Swindon, UK - https://retrofest.uk/ Southern Fried Gaming Expo - July 31-Aug 2, 2026 - Atlanta, GA - https://gameatl.com/ Fujiama - August 26-30 - Lengenfeld, Germany - http://atarixle.ddns.net/fuji/2026 Event page on Floppy Days Website - https://docs.google.com/document/d/e/2PACX-1vSeLsg4hf5KZKtpxwUQgacCIsqeIdQeZniq3yE881wOCCYskpLVs5OO1PZLqRRF2t5fUUiaKByqQrgA/pub YouTube Videos A Brilliant Failure: The Atari 400 & 800 Story - Little Car - https://www.youtube.com/watch?v=gcUt0GCk-YI Atari Now! October 2025 News and Home brew for all Atari systems - Steve & Jeff Fulton - https://www.youtube.com/watch?v=OMhNSFx6gyg New at Archive.org Allan: https://archive.org/details/@allan52 : https://archive.org/details/math-mission-apx-ver-3 https://www.oconnormortuary.com/obituaries/david-paul-kosmal/ https://archive.org/details/wordgo-apx-ver-3 https://archive.org/details/atari-xl-product-line-fact-sheets https://archive.org/details/@archivingisimportant : I Heart Atari newsletters french - https://archive.org/details/atarinews_1 https://archive.org/details/@ted_skrecky New at GitHub https://github.com/illuminated-g/atari_asm_moon Feedback https://oldbytes.space/@fluidlogic/115248639418865349

Get Matt's AI Tools Playbook (free): https://clickhubspot.com/dgb Episode 82: What's behind the latest wave of AI-powered browser upgrades—and how will it reshape the way we work, shop, and code? Matt Wolfe (https://x.com/mreflow) and Maria Gharib (https://uk.linkedin.com/in/maria-gharib-091779b9), head writer of the Mindstream newsletter and AI news expert, dig into every major browser update you might have missed, from OpenAI Atlas and Microsoft Edge to Claude Code and even the newest open-source video models. This episode is your rapid-fire refresher on all things AI browsers. Matt and Maria break down the surprise launch of OpenAI's Atlas browser, its agent mode and workflow automation, compare it with Microsoft Edge's Maiko assistant and new Copilot features, plus unpack how Claude Code and GitHub integration make coding easier than ever for beginners and devs alike. They riff on the future of promptable operating systems, the ethics of browser memory, open source video models, Amazon's approach to automation, groundbreaking image-based AI training, and more. Check out The Next Wave YouTube Channel if you want to see Matt and Nathan on screen: https://lnk.to/thenextwavepd — Show Notes: (00:00) AI News Roundup Replacement (05:31) Voice-Powered Shopping Innovation (06:53) AI Monetization Strategies (10:34) ChatGPT Atlas Updates Announced (15:47) Microsoft Copilot Adds Memory (19:17) Windows 11 Integrates Advanced AI (22:10) Cloud-Based Coding Revolution (24:09) GitHub Integration for Code Collaboration (27:24) Image Converter Script (31:56) Amazon Automation Reduces Hiring Needs (35:29) Open Source Rivals AI Advancements (38:27) DeepSeek's Innovative OCR Method (40:15) Expanding AI Context with Images (45:46) Yelp Launches AI Host & Receptionist (47:37) AI Email Expansion and Compression (49:47) AI and World Model Potential — Mentions: Maria Gharib: https://www.mindstream.news/authors Mindstream AI newsletter: https://www.mindstream.news/ OpenAI Atlas: https://chatgpt.com/atlas Microsoft Edge: https://www.microsoft.com/en-us/edge/?form=MA13FJ Claude: https://claude.ai/ GitHub: https://github.com/ Dia Browser: https://www.diabrowser.com/ Perplexity: https://www.perplexity.ai/ Google Veo: https://gemini.google/overview/video-generation/ Get the guide to build your own Custom GPT: https://clickhubspot.com/tnw — Check Out Matt's Stuff: • Future Tools - https://futuretools.beehiiv.com/ • Blog - https://www.mattwolfe.com/ • YouTube- https://www.youtube.com/@mreflow — Check Out Nathan's Stuff: Newsletter: https://news.lore.com/ Blog - https://lore.com/ The Next Wave is a HubSpot Original Podcast // Brought to you by Hubspot Media // Production by Darren Clarke // Editing by Ezra Bakker Trupiano

"Success clarity allows objective prioritization." In this episode, we sit down with Mario Rodriguez, Chief Product Officer at GitHub, to discuss how to build and scale AI-powered products while managing 150 million users and preventing team burnout. Mario shares how GitHub balances diverse user needs across maintainers, developers, and enterprise teams by defining clear success metrics and allocating resources strategically. He explains the company's API-first approach that enables customization across workflows, and how Copilot evolved from 20% acceptance rates to advanced agentic capabilities reshaping developer productivity. Listeners will learn strategies for preventing burnout during rapid AI development cycles, building products through tight customer feedback loops, and applying the "Understand, Identify, Execute" framework to improve product clarity and decision-making. For show notes and more resources, visit: www.pragmaticinstitute.com/resources/podcasts Pragmatic Institute is the global leader in Product, Data, and Design training and certification programs for working professionals. Learn more at www.pragmaticinstitute.com.

Let's talk ChatGPT Atlas and the broader AI browser space. We also look into the new Vision Pro with a M5 processor! Time to upgrade? Follow Us Frank: Twitter, Blog, GitHub James: Twitter, Blog, GitHub Merge Conflict: Twitter, Facebook, Website, Chat on Discord Music : Amethyst Seer - Citrine by Adventureface ⭐⭐ Review Us (https://itunes.apple.com/us/podcast/merge-conflict/id1133064277?mt=2&ls=1) ⭐⭐ Machine transcription available on http://mergeconflict.fm

Microsoft MVP Hailey Phillips joins The PowerShell Podcast to share her journey from systems engineer to automation innovator. She talks about IntuneStack, her new PowerShell-driven CI/CD project for Intune environments, and how it bridges the gap between systems engineering and DevOps. Hailey also reflects on her path to becoming an MVP, her experiences at MMS, and the importance of mentorship, collaboration, and authenticity in the tech community.   Key Takeaways: Bridging systems and DevOps – Hailey's IntuneStack helps IT pros apply DevOps principles like CI/CD and Infrastructure as Code to Intune environments. Automate and empower – True success in automation means enabling your team, not bottlenecking them. Collaboration beats perfectionism. Community and authenticity – Sharing knowledge, mentoring others, and showing up as your true self create lasting impact in the PowerShell ecosystem. Guest Bio: Hailey Phillips is a Systems Engineer, Microsoft MVP, and Professional Pokémon Trainer. She specializes in automation, endpoint management, and modern workplace strategy, bridging the gap between traditional IT and DevOps. Hailey's work focuses on building pragmatic, scalable solutions using tools like PowerShell, Microsoft Graph, Intune, and Azure Arc. When she's not deep in tech, you'll probably find her skiing in the Cascades, lifting heavy things, or at a metalcore show with a strong cup of coffee in hand.   Resource Links: Intune Stack Project – https://github.com/AllwaysHyPe/IntuneStack Hailey's Website – https://www.allwayshype.com/ Hailey on BlueSky – https://bsky.app/profile/allwayshype.com Hailey on GitHub – https://github.com/AllwaysHyPe Hailey's "Rage Coding" Spotify Playlist: https://open.spotify.com/playlist/692CBjUNRBnSzSsRncQJkn?si=9d8bf7e625104ce8 PowerShell Wednesdays – https://www.youtube.com/watch?v=2-d16gi3VEc&list=PL1mL90yFExsix-L0havb8SbZXoYRPol0B&pp=gAQB PDQ Discord – https://discord.gg/PDQ The PowerShell Podcast on YouTube: https://youtu.be/1YefrFekEJ

En este episodio, me enfrento a un desafío de rendimiento real: el consumo de CPU de PostgreSQL se dispara, pero sin alta actividad de lectura/escritura.Viajaremos a través de un diagnóstico detallado utilizando herramientas nativas de Postgres como pg_stat_activity y pg_stat_statements para desenmascarar las causas ocultas:La Sobrecarga de Conexión: Descubriremos cómo un simple healthcheck de Docker (pg_isready) configurado incorrectamente puede paralizar tu servidor por el alto overhead de gestión de procesos.El Cuello de Botella de la Aplicación: Analizamos y corregimos un error de diseño de código en Rust/Axum donde se recompilan Expresiones Regulares (Regex) en cada petición, consumiendo innecesariamente ciclos de CPU.Una lección práctica esencial para cualquiera que gestione bases de datos, despliegues en Docker o desarrolle aplicaciones eficientes en Rust en entornos Linux. Aprende a identificar estos fallos y a optimizar tu código mediante la precompilación de Regex utilizando TryFrom y Arc.Más información y enlaces en las notas del episodio

Now that companies have begun leaping into AI applications and adopting agentic automation, new architectural challenges are bound to emerge. With every new technology comes high responsibility, consequences and challenges. To help face and overcome some of these challenges, Temporal introduced the concept of “durable execution.” This concept has quickly become an integral part of building AI systems that are not just scalable but also reliable, observable and manageable.In this episode of the Tech Transformed podcast, host Kevin Petrie, VP of Research at BARC, sits down with Samar Abbas, Co-founder and CEO of Temporal Technologies. They talk about durable execution and its critical role in driving AI innovation within enterprises. They discuss Abbas's extensive background in software resilience, the development of application architectures, and the importance of managing state and reliability in AI workflows. The conversation also touches on the collaboration between developers, data teams, and data scientists, emphasising how durable execution can enhance productivity and governance in AI initiatives.Also Watch: Developer Productivity 5X to 10X: Is Durable Execution the Answer to AI Orchestration Challenges?Chatbots to Autonomous Agents“AI agents are going to get more and more mission critical, more and more longer lived, and more asynchronous," Abbas tells Petrie. “They'll require more human interaction, and you need a very stable foundation to build these kinds of application architectures.”AI not just fuels chatbots today. Enterprises are increasingly experimenting with agentic workflows—autonomous AI agents that carry out complex background tasks independently. For example, agents can assign, solve, and submit software issues using GitHub pull requests. Such a setup isn't just a distant vision; the Temporal co-founder pointed to OpenAI's Codex as a real-world case. With this approach, AI becomes a system that can handle hundreds of tasks at once, potentially achieving "100x orders of magnitude velocity," as Abbas described.However, there are some architectural difficulties to stay mindful of. The AI agents are non-deterministic by nature and often depend on large language models (LLMs) like OpenAI's GPT, Anthropic's Claude, or Google's Gemini. They reason based on probabilities, and they improvise. They often make decisions that are hard to trace or manage.AI workflows as simple codeThis is where Temporal comes in. It becomes the executioner that keeps the system cohesive and in alignment. “What we are trying to solve with Temporal and durable execution more generally is that we tackle challenging distributed systems problems," said Abbas.Rather than developers stressing over queues, retries, or building their own reliability layers, Temporal allows them to write their AI workflows as simple code. Temporal takes care of everything else—reliable state management, retrying failed tasks, orchestrating asynchronous services, and ensuring uptime regardless of what fails below the surface.As agent-based architectures become more common, the demand for this kind of system-level orchestration will only increase.Listen to the full conversation on the Tech...

It's that time again for more of your questions, and this month we discuss medical equipment conducting secret data collection, dangerously fast CD-ROMs, what we'd want in a brand new operating system (assuming we'd even want one), open source software made by big-box retail chains, OLED vs. LCD TVs, impassioned views on McMaster-Carr, whether or not to invest the effort to digitize all your documents, the difficulty of preserving online content for coffee table books, and more. Support the Pod! Contribute to the Tech Pod Patreon and get access to our booming Discord, a monthly bonus episode, your name in the credits, and other great benefits! You can support the show at: https://patreon.com/techpod

eBPF holds the potential for true automatic instrumentation for observability. OpenTelemetry eBPF Instrumentation (OBI) is a new addition to the OpenTelemetry project, which brings the promise of a multi-language, multi-protocol auto-instrumentation, thanks to a code donation by Grafana Labs. Our guest today is Mario Macías, Principal Software Engineer at Grafana Labs and OpenTelemetry eBFP Instrument maintainer. Macías joins Horovits to share about OBI, its origins, capabilities and how it fits into the broader OpenTelemetry project. Mario holds a Ph.D. in Computer Architecture and for the last 8 years he's been working in observability at different companies. He also authored books in Spanish language, such as "Programación en Go" or "Introducción a Apache Spark". You can read the recap post: https://medium.com/p/377cb0432bf1Show Notes:00:00 - episode intro02:11 - guest intro05:15 - Beyla origins08:45 - OBI for app monitoring14:46 - no-code multi-language instrumentation 23:12 - OBI trace support33:58 - OBI components43:39 - Beyla project new focus47:21 - OTel instrumentation SIG51:34 - collaboration with other OTel components and SIGs 54:59 - OBI roadmap59:26 - outro Resources:OBI on GitHub: https://github.com/open-telemetry/opentelemetry-ebpf-instrumentation/ Grafana Beyla donation: https://grafana.com/blog/2025/05/07/opentelemetry-ebpf-instrumentation-beyla-donation/ eBPF for continuous profiling and the Parca project: https://medium.com/p/8afd5bafd498eBPF for tracing and OTel GoLang Auto-instrumentation SIG: https://www.youtube.com/watch?v=VFykWV1mLAI&list=PLd57eY2edRXz4djMETYTm-2p8WGTdoX3DeBPF for Kubernetes monitoring and the Pixie project: https://www.youtube.com/watch?v=NYDBj5ctKaw&list=PLd57eY2edRXz4djMETYTm-2p8WGTdoX3D&index=52Dotan Horovits============Twitter: @horovitsLinkedIn: www.linkedin.com/in/horovitsMastodon: @horovits@fosstodonBlueSky: @horovits.bsky.socialMario Macías===========LinkedIn: https://www.linkedin.com/in/mariomac/Mastodon: https://masto.es/@maciasSocials:BlueSky: ⁠https://bsky.app/profile/openobservability.bsky.social⁠Twitter: ⁠⁠https://twitter.com/OpenObserv⁠⁠LinkedIn: ⁠https://www.linkedin.com/company/openobservability/⁠YouTube:⁠ ⁠https://www.youtube.com/@openobservabilitytalks⁠⁠OpenObservability Talks episodes are released monthly, on the last Thursday of each month and are available for listening on your favorite podcast app and on YouTube.

AI platform selection remains uncertain as frontier models rapidly evolve. Dave Steer, Chief Marketing Officer at Webflow, brings two decades of scaling experience at GitLab, Cloudflare, and other category-defining companies to discuss navigating the current AI landscape. He argues that context-aware platforms built on top of commodity frontier models will determine competitive advantage, with marketing workflow platforms like Webflow positioning to compete against developer-focused tools like GitHub and GitLab.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Ep 270Argumenti so jasni, Chat Control je slaba idejaApple TV+ Rebranded to Just Apple TV - TidBITSApple inks deal to become exclusive new broadcast partner for Formula 1 in AmericaGoogle ads for fake Homebrew, LogMeIn sites push infostealersGlassWorm - Self-Propagating VSCode Extension WormAffinity Stops Selling Their Software - Store is Closed Microsoft forced to make Windows 10 extended security updates truly free in EuropeExploring PostgreSQL 18's new UUIDv7 supportApple Debuts New iPad Pro With M5, C1X, and N1 ChipsApple Updates Vision Pro With M5 Chip and Dual Knit BandApple Announces New 14-Inch MacBook Pro With M5 Chip and MoreXiaomi 17 Pro Max: An iPhone... But Better! Alex Ziskind — MacBook upgrade… think TWICELiquid Glass Is Cracked, and Usability Suffers in iOS 26How to Turn Liquid Glass into a Solid Interface - TidBITSHere's How the iOS 26.1 Transparency Toggle Changes Liquid GlassClear vs TintedReport: Apple to Skip 'iPhone 19' Name for 'iPhone 20'Adam Cheyer - The Man Who Created Siri (Real Talk with Zuby #385)C Project Turns Into Full-Fledged OSZahvalniceSnimano 24.10.2025.Uvodna muzika by Vladimir Tošić, stari sajt je ovde.Logotip by Aleksandra Ilić.Artwork epizode by Saša Montiljo, njegov kutak na Devianartu

AI platform selection remains uncertain as frontier models rapidly evolve. Dave Steer, Chief Marketing Officer at Webflow, brings two decades of scaling experience at GitLab, Cloudflare, and other category-defining companies to discuss navigating the current AI landscape. He argues that context-aware platforms built on top of commodity frontier models will determine competitive advantage, with marketing workflow platforms like Webflow positioning to compete against developer-focused tools like GitHub and GitLab.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

In this solo-hosted episode, I (Steve Edwards) dive deep into the world of modern monorepos with special guest Anton Stoychev from Yotpo. Anton shares his journey from the early days of PHP and IE6 nightmares to his current work in front-end infrastructure, performance optimization, and developer tooling.We talk about the challenges of managing dependencies, upgrading tools without breaking your codebase, and the evolution of developer experience across teams and companies. Anton also introduces Breakproof, Yotpo's open-source monorepo template designed to make dependency management and tool upgrades painless—even when working with multiple Node.js versions, runtimes like Bun and Deno, and complex CI environments.If you've ever struggled with upgrading Jest, ESLint, or TypeScript in a large monorepo, or you're curious how to isolate dependencies to keep your codebase maintainable over time, this episode is a must-listen.

In this fully connected episode, Daniel and Chris explore the emerging concept of tiny recursive networks introduced by Samsung AI, contrasting them with large transformer based models. They explore how these small models tackle reasoning tasks with fewer parameters, less data, and iterative refinement, matching the giants on specific problems. They also discuss the ethical challenges of emotional manipulation in chatbots.Featuring: Chris Benson – Website, LinkedIn, Bluesky, GitHub, XDaniel Whitenack – Website, GitHub, XLinks:Less is More: Recursive Reasoning with Tiny NetworksResearchers detail 6 ways chatbots seek to prolong ‘emotionally sensitive events'Sponsors:Outshift by Cisco - The open source collective building the Internet of Agents. Backed by Outshift by Cisco, AGNTCY gives developers the tools to build and deploy multi-agent software at scale. Identity, communication protocols, and modular workflows—all in one global collaboration layer. Start building at AGNTCY.org.Fabi.ai - The all-in-one data analysis platform for modern teams. From ad hoc queries to advanced analytics, Fabi lets you explore data wherever it lives—spreadsheets, Postgres, Snowflake, Airtable and more. Built-in Python and AI assistance help you move fast, then publish interactive dashboards or automate insights delivered straight to Slack, email, spreadsheets or wherever you need to share it. Learn more and get started for free at fabi.aiMiro – The innovation workspace for the age of AI. Built for modern teams, Miro helps you turn unstructured ideas into structured outcomes—fast. Diagramming, product design, and AI-powered collaboration, all in one shared space. Start building at miro.comUpcoming Events: Join us at the Midwest AI Summit on November 13 in Indianapolis to hear world-class speakers share how they've scaled AI solutions. Don't miss the AI Engineering Lounge, where you can sit down with experts for hands-on guidance. Reserve your spot today!Register for upcoming webinars here!

In this talk, Sebastian, a bioinformatics researcher and software engineer, shares his inspiring journey from wet lab biotechnology to computational bioinformatics. Hosted by Data Talks Club, this session explores how data science, AI, and open-source tools are transforming modern biological research — from DNA sequencing to metagenomics and protein structure prediction.You'll learn about: - The difference between wet lab and dry lab workflows in biotechnology - How bioinformatics enables faster insights through data-driven modeling - The MCW2 Graph Project and its role in studying wastewater microbiomes - Using co-abundance networks and the CC Lasso algorithm to map microbial interactions - How AlphaFold revolutionized protein structure prediction - Building scientific knowledge graphs to integrate biological metadata - Open-source tools like VueGen and VueCore for automating reports and visualizations - The growing impact of AI and large language models (LLMs) in research and documentation - Key differences between R (BioConductor) and Python ecosystems for bioinformaticsThis talk is ideal for data scientists, bioinformaticians, biotech researchers, and AI enthusiasts who want to understand how data science, AI, and biology intersect. Whether you work in genomics, computational biology, or scientific software, you'll gain insights into real-world tools and workflows shaping the future of bioinformatics.Links:- MicW2Graph: https://zenodo.org/records/12507444- VueGen: https://github.com/Multiomics-Analytics-Group/vuegen- Awesome-Bioinformatics: https://github.com/danielecook/Awesome-BioinformaticsTIMECODES00:00 Sebastian's Journey into Bioinformatics06:02 From Wet Lab to Computational Biology08:23 Wet Lab vs Dry Lab Explained12:35 Bioinformatics as Data Science for Biology15:30 How DNA Sequencing Works19:29 MCW2 Graph and Wastewater Microbiomes23:10 Building Microbial Networks with CC Lasso26:54 Protein–Ligand Simulation Basics29:58 Predicting Protein Folding in 3D33:30 AlphaFold Revolution in Protein Prediction36:45 Inside the MCW2 Knowledge Graph39:54 VueGen: Automating Scientific Reports43:56 VueCore: Visualizing OMIX Data47:50 Using AI and LLMs in Bioinformatics50:25 R vs Python in Bioinformatics Tools53:17 Closing Thoughts from EcuadorConnect with SebastianTwitter - https://twitter.com/sayalaruanoLinkedin - https://linkedin.com/in/sayalaruano Github - https://github.com/sayalaruanoWebsite - https://sayalaruano.github.io/Connect with DataTalks.Club:Join the community - https://datatalks.club/slack.htmlSubscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/r?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQCheck other upcoming events - https://lu.ma/dtc-eventsGitHub: https://github.com/DataTalksClubLinkedIn - https://www.linkedin.com/company/datatalks-club/Twitter - https://twitter.com/DataTalksClub - Website - https://datatalks.club/

In this talk, Hugo Bowne-Anderson, an independent data and AI consultant, educator, and host of the podcasts Vanishing Gradients and High Signal, shares his journey from academic research and curriculum design at DataCamp to advising teams at Netflix, Meta, and the US Air Force. Together, we explore how to build reliable, production-ready AI systems—from prompt evaluation and dataset design to embedding agents into everyday workflows.You'll learn about: How to structure teams and incentives for successful AI adoptionPractical prompting techniques for accurate timestamp and data generationBuilding and maintaining evaluation sets to avoid “prompt overfitting”- Cost-effective methods for LLM evaluation and monitoringTools and frameworks for debugging and observing AI behavior (Logfire, Braintrust, Phoenix Arise)The evolution of AI agents—from simple RAG systems to proactive, embedded assistantsHow to escape “proof of concept purgatory” and prioritize AI projects that drive business valueStep-by-step guidance for building reliable, evaluable AI agentsThis session is ideal for AI engineers, data scientists, ML product managers, and startup founders looking to move beyond experimentation into robust, scalable AI systems. Whether you're optimizing RAG pipelines, evaluating prompts, or embedding AI into products, this talk offers actionable frameworks to guide you from concept to production.LINKSEscaping POC Purgatory: Evaluation-Driven Development for AI Systems - https://www.oreilly.com/radar/escaping-poc-purgatory-evaluation-driven-development-for-ai-systems/Stop Building AI Agents - https://www.decodingai.com/p/stop-building-ai-agentsHow to Evaluate LLM Apps Before You Launch - https://www.youtube.com/watch?si=90fXJJQThSwGCaYv&v=TTr7zPLoTJI&feature=youtu.beMy Vanishing Gradients Substack - https://hugobowne.substack.com/Building LLM Applications for Data Scientists and Software Engineers https://maven.com/hugo-stefan/building-ai-apps-ds-and-swe-from-first-principles?promoCode=datatalksclubTIMECODES:00:00 Introduction and Expertise04:04 Transition to Freelance Consulting and Advising08:49 Restructuring Teams and Incentivizing AI Adoption12:22 Improving Prompting for Timestamp Generation17:38 Evaluation Sets and Failure Analysis for Reliable Software23:00 Evaluating Prompts: The Cost and Size of Gold Test Sets27:38 Software Tools for Evaluation and Monitoring33:14 Evolution of AI Tools: Proactivity and Embedded Agents40:12 The Future of AI is Not Just Chat44:38 Avoiding Proof of Concept Purgatory: Prioritizing RAG for Business Value50:19 RAG vs. Agents: Complexity and Power Trade-Offs56:21 Recommended Steps for Building Agents59:57 Defining Memory in Multi-Turn ConversationsConnect with HugoTwitter - https://x.com/hugobowneLinkedin - https://www.linkedin.com/in/hugo-bowne-anderson-045939a5/Github - https://github.com/hugobowneWebsite - https://hugobowne.github.io/Connect with DataTalks.Club:Join the community - https://datatalks.club/slack.htmlSubscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/r?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQCheck other upcoming events - https://lu.ma/dtc-eventsGitHub: https://github.com/DataTalksClub- LinkedIn - https://www.linkedin.com/company/datatalks-club/ Twitter - https://twitter.com/DataTalksClub - Website - https://datatalks.club/

Sami, Chad and Will share the projects they've been working on at thoughtbot recently and how they adapt to new systems they're unfamiliar with. Sami shares his recent horror at the animal kingdom and how he might be getting into crypto, Chad reveals how he invests his time into thoughtbot whilst also managing to stay on top trending tech, and the group discuss best practices for dealing with clients. — Against Chad's wishes you can watch Sami's spider video here (https://www.reddit.com/r/natureismetal/comments/1mhrq7z/spiderlings_eat_their_own_mum_parenthood_bbc/), but we don't recommend it! You can find Chad all over social media as @cpytel and Sami through his website (https://samibirnbaum.com). You can also connect with the trio via their LinkedIn pages - Chad (https://www.linkedin.com/in/cpytel/) - Will (https://www.linkedin.com/in/william-larry/) - Sami (https://www.linkedin.com/in/samibirnbaum/). If you would like to support the show, head over to our GitHub page (https://github.com/sponsors/thoughtbot), or check out our website (https://podcast.thoughtbot.com). Got a question or comment about the show? Why not write to our hosts: hosts@giantrobots.fm This has been a thoughtbot (https://thoughtbot.com/) podcast. Stay up to date by following us on social media - LinkedIn (https://www.linkedin.com/company/150727/) - Mastodon (https://thoughtbot.social/@thoughtbot) - YouTube (https://www.youtube.com/thoughtbotvideo) - Bluesky (https://bsky.app/profile/thoughtbot.com) © 2025 thoughtbot, inc.

Today, we're joined by Alexandre Pesant, AI lead at Lovable, who joins us to discuss the evolution and practice of vibe coding. Alex shares his take on how AI is enabling a shift in software development from typing characters to expressing intent, creating a new layer of abstraction similar to how high-level code compiles to machine code. We explore the current capabilities and limitations of coding agents, the importance of context engineering, and the practices that separate successful vibe coders from frustrated ones. Alex also shares Lovable's technical journey, from an early, complex agent architecture that failed, to a simpler workflow-based system, and back again to an agentic approach as foundation models improved. He also details the company's massive scaling challenges—like accidentally taking down GitHub—and makes the case for why robust evaluations and more expressive user interfaces are the most critical components for AI-native development tools to succeed in the near future. The complete show notes for this episode can be found at https://twimlai.com/go/752.

New @greenpillnet pod out today!

Aji and Sally set out to crack the problems surrounding remote working as they share their thoughts on the various aspect of working from home. Together they discuss their time at the recent thoughtbot summit in Amsterdam, how they felt about working in-person again, what they took away from the experience, the best remote solutions they've found to recreate that in-person feeling (https://www.gather.town/), and what friction points about remote working still linger for them both. — Thanks to our sponsors for this episode Judoscale - Autoscale the Right Way (https://judoscale.com/bikeshed) (check the link for your free gift!), and Scout Monitoring (https://www.scoutapm.com/). Sign up for thoughtbot's open summit (https://thoughtbot.com/events/open-summit) at the end of the month. Your hosts for this episode have been thoughtbot's own Sally Hall (https://www.linkedin.com/in/sallyannahall) and Aji Slater (https://www.linkedin.com/in/doodlingdev/) If you would like to support the show, head over to our GitHub page (https://github.com/sponsors/thoughtbot), or check out our website (https://bikeshed.thoughtbot.com). Got a question or comment about the show? Why not write to our hosts: hosts@bikeshed.fm This has been a thoughtbot (https://thoughtbot.com/) podcast. Stay up to date by following us on social media - YouTube (https://www.youtube.com/@thoughtbot/streams) - LinkedIn (https://www.linkedin.com/company/150727/) - Mastodon (https://thoughtbot.social/@thoughtbot) - BlueSky (https://bsky.app/profile/thoughtbot.com) © 2025 thoughtbot, inc.

Can you just use Claude Code or another LLM to "vibe code" your way into building an AI SOC? In this episode, Ariful Huq, Co-Founder and Head of Product at Exaforce spoke about the reality being far more complex than the hype suggests. He explains why a simple "bolt-on" approach to AI in the SOC is insufficient if you're looking for real security outcomes.We speak about foundational elements required to build a true AI SOC, starting with the data. It's "well more than just logs and event data," requiring the integration of config, code, and business context to remove guesswork and provide LLMs with the necessary information to function accurately . The discussion covers the evolution beyond traditional SIEM capabilities, the challenges of data lake architectures for real-time security processing, and the critical need for domain-specific knowledge to build effective detections, especially for SaaS platforms like GitHub that lack native threat detection .This is for SOC leaders and CISOs feeling the pressure to integrate AI. Learn what it really takes to build an AI SOC, the unspoken complexities, and how the role of the security professional is evolving towards the "full-stack security engineer".Guest Socials -⁠ ⁠⁠⁠⁠⁠Ariful's LinkedinPodcast Twitter - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠@CloudSecPod⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you want to watch videos of this LIVE STREAMED episode and past episodes - Check out our other Cloud Security Social Channels:-⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Podcast- Youtube⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security Newsletter ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠- ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Cloud Security BootCamp⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠If you are interested in AI Cybersecurity, you can check out our sister podcast -⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ AI Security Podcast⁠Questions asked:(00:00) Introduction(02:30) Who is Ariful Huq?(03:40) Can You Just Use Claude Code to Build an AI SOC?(06:50) Why a "Bolt-On" AI Approach is Tough for SOCs(08:15) The Importance of Data: Beyond Logs to Config, Code & Context(09:10) Building AI Native Capabilities for Every SOC Task (Detection, Triage, Investigation, Response)(12:40) The Impact of Cloud & SaaS Data Volume on Traditional SIEMs(14:15) Building AI Capabilities on AWS Bedrock: Best Practices & Challenges(17:20) Why SIEM Might Not Be Good Enough Anymore(19:10) The Critical Role of Diverse Data (Config, Code, Context) for AI Accuracy(22:15) Data Lake Challenges (e.g., Snowflake) for Real-Time Security Processing(26:50) Detection Coverage Blind Spots, Especially for SaaS (e.g., GitHub)(31:40) Building Trust & Transparency in AI SOCs(35:40) Rethinking the SOC Team Structure: The Rise of the Full-Stack Security Engineer(42:15) Final Questions: Running, Family, and Turkish Food

Nicole Forsgren created the most widely used frameworks for measuring developer productivity—DORA and SPACE. She wrote the foundational book Accelerate and is about to release her newest book, Frictionless, a practical guide for helping teams move faster in the AI era. She's currently Senior Director of Developer Intelligence at Google.We discuss:1. Why most productivity metrics are a lie2. Signs that your engineering team could be moving much faster3. Why AI accelerates coding but developers aren't speeding up as much as you think4. AI's impact on engineers getting into “flow”5. Her framework for building and scaling a developer experience team6. The three components of developer experience: flow state, cognitive load, and feedback loops—Brought to you by:Mercury—The art of simplified finances: https://mercury.com/WorkOS—Modern identity platform for B2B SaaS, free up to 1 million MAUs: https://workos.com/lennyCoda—The all-in-one collaborative workspace: https://coda.io/lenny—Where to find Nicole Forsgren:• Twitter: https://twitter.com/nicolefv• LinkedIn: https://www.linkedin.com/in/nicolefv/• Website: https://nicolefv.com/—Where to find Lenny:• Newsletter: https://www.lennysnewsletter.com• X: https://twitter.com/lennysan• LinkedIn: https://www.linkedin.com/in/lennyrachitsky/—In this episode, we cover:(00:00) Introduction to Nicole Forsgren(05:09) The concept of developer experience (DevEx)(08:33) Flow state and cognitive load in the age of AI(12:02) Challenges in measuring productivity with AI(21:19) The importance of developer experience for business value(22:20) Common issues and solutions in developer experience(26:49) Signs your eng team is moving too slow(29:52) How AI is improving productivity(33:32) Real examples of productivity improvements(36:35) Introducing her new book, Frictionless(43:40) How to get started building a DevEx team(45:15) The impact of forming developer experience teams(46:15)  How to measure the impact of DevEx teams(48:53) Measuring the impact of AI tools on productivity(55:16) Survey design for developer experience(57:59) Popular AI tools for developers(59:08) Bringing a product mindset to DevEx improvements(01:00:40) AI corner(01:02:33) Lightning round and final thoughts—Referenced:• How to measure and improve developer productivity | Nicole Forsgren (Microsoft Research, GitHub, Google): https://www.lennysnewsletter.com/p/how-to-measure-and-improve-developer• DORA: https://dora.dev/• The SPACE framework: A comprehensive guide to developer productivity: https://getdx.com/blog/space-metrics/• Measuring developer productivity with the DX Core 4: https://getdx.com/research/measuring-developer-productivity-with-the-dx-core-4/• Gloria Mark's website: https://gloriamark.com/• Taking Flight with Copilot: https://dl.acm.org/doi/10.1145/3589996• DevEx in Action: https://spawn-queue.acm.org/doi/10.1145/3639443• CodeX: https://openai.com/codex/• Devin: https://devin.ai/• Abi Noda on LinkedIn: https://www.linkedin.com/in/abinoda/• DX is joining Atlassian: https://getdx.com/blog/dx-is-joining-atlassian/• GitHub Copilot: https://github.com/features/copilot• Cursor: https://cursor.com/• The rise of Cursor: The $300M ARR AI tool that engineers can't stop using | Michael Truell (co-founder and CEO): https://www.lennysnewsletter.com/p/the-rise-of-cursor-michael-truell• Gemini Code Assist: https://codeassist.google/• Claude Code: https://www.claude.com/product/claude-code• The AI-native startup: 5 products, 7-figure revenue, 100% AI-written code | Dan Shipper (co-founder/CEO of Every): https://www.lennysnewsletter.com/p/inside-every-dan-shipper• Love Is Blind on Netflix: https://www.netflix.com/title/80996601• Shrinking on AppleTV+: https://tv.apple.com/us/show/shrinking/umc.cmc.apzybj6eqf6pzccd97kev7bs• Ninja Creami: https://www.amazon.com/Ninja-NC301-CREAMi-Containers-Bundle/dp/B0BLGR5JPV/• Jura coffee maker: https://www.amazon.com/Jura-Nordic-Automatic-Coffee-Machine/dp/B0CF65BFZ1/—Recommended books:• Frictionless: https://developerexperiencebook.com/• DevEx Workbook: https://developerexperiencebook.com/#workbook• Outlive: The Science and Art of Longevity: https://www.amazon.com/Outlive-Longevity-Peter-Attia-MD/dp/0593236599• Back Mechanic: https://www.amazon.com/Back-Mechanic-Stuart-McGill-2015-09-30/dp/B01FKSGJYC• How Big Things Get Done: The Surprising Factors That Determine the Fate of Every Project, from Home Renovations to Space Exploration and Everything in Between: https://www.amazon.com/How-Big-Things-Get-Done/dp/0593239512/• The Undoing Project: A Friendship That Changed Our Minds: https://www.amazon.com/dp/B01KBM82M4/—Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com.Lenny may be an investor in the companies discussed. To hear more, visit www.lennysnewsletter.com