Podcasts about Software engineering

This is a recap of the top 10 posts on Hacker News on June 14, 2026. This podcast was generated by wondercraft.ai (00:30): How to earn a billion dollarsOriginal post: https://news.ycombinator.com/item?id=48526360&utm_source=wondercraft_ai(01:56): Show HN: Kage – Shadow any website to a single binary for offline viewingOriginal post: https://news.ycombinator.com/item?id=48529990&utm_source=wondercraft_ai(03:23): Not everyone is using AI for everythingOriginal post: https://news.ycombinator.com/item?id=48527700&utm_source=wondercraft_ai(04:50): Honda Civics and the Evil ValetOriginal post: https://news.ycombinator.com/item?id=48523080&utm_source=wondercraft_ai(06:17): Your ePub Is fineOriginal post: https://news.ycombinator.com/item?id=48533848&utm_source=wondercraft_ai(07:44): Free SQL→ER diagram tool, runs in the browser, nothing uploadedOriginal post: https://news.ycombinator.com/item?id=48523992&utm_source=wondercraft_ai(09:11): I indexed 669 GB of my GoPro videos using my M1 Max computer and local ML modelsOriginal post: https://news.ycombinator.com/item?id=48528029&utm_source=wondercraft_ai(10:38): Rio de Janeiro's "homegrown" LLM appears to be a merge of an existing modelOriginal post: https://news.ycombinator.com/item?id=48528371&utm_source=wondercraft_ai(12:05): Linux 7.1Original post: https://news.ycombinator.com/item?id=48528729&utm_source=wondercraft_ai(13:32): Don't trust large context windowsOriginal post: https://news.ycombinator.com/item?id=48524620&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on June 13, 2026. This podcast was generated by wondercraft.ai (00:30): Statement on US government directive to suspend access to Fable 5 and Mythos 5Original post: https://news.ycombinator.com/item?id=48511072&utm_source=wondercraft_ai(01:56): Open source AI must winOriginal post: https://news.ycombinator.com/item?id=48511908&utm_source=wondercraft_ai(03:23): Noise infusion banned from statistical products published by Census BureauOriginal post: https://news.ycombinator.com/item?id=48517377&utm_source=wondercraft_ai(04:50): Every Frame PerfectOriginal post: https://news.ycombinator.com/item?id=48516251&utm_source=wondercraft_ai(06:16): Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic modelsOriginal post: https://news.ycombinator.com/item?id=48519092&utm_source=wondercraft_ai(07:43): Israeli firm BlackCore suspected of meddling in New York and Scotland votesOriginal post: https://news.ycombinator.com/item?id=48514560&utm_source=wondercraft_ai(09:10): Leaving MozillaOriginal post: https://news.ycombinator.com/item?id=48513806&utm_source=wondercraft_ai(10:37): There is a shadow hanging over this Fable thingOriginal post: https://news.ycombinator.com/item?id=48513536&utm_source=wondercraft_ai(12:03): GLM 5.2 Is OutOriginal post: https://news.ycombinator.com/item?id=48518684&utm_source=wondercraft_ai(13:30): Treating pancreatic tumours may have revealed cancer's master switchOriginal post: https://news.ycombinator.com/item?id=48517199&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on June 12, 2026. This podcast was generated by wondercraft.ai (00:30): Statement on US government directive to suspend access to Fable 5 and Mythos 5Original post: https://news.ycombinator.com/item?id=48511072&utm_source=wondercraft_ai(01:58): AI agent bankrupted their operator while trying to scan DN42Original post: https://news.ycombinator.com/item?id=48500012&utm_source=wondercraft_ai(03:26): CRISPR tech selectively shreds cancer cells, including "undruggable" cancersOriginal post: https://news.ycombinator.com/item?id=48505231&utm_source=wondercraft_ai(04:55): Claude Fable is relentlessly proactiveOriginal post: https://news.ycombinator.com/item?id=48498573&utm_source=wondercraft_ai(06:23): Nobody ever gets credit for fixing problems that never happened (2001) [pdf]Original post: https://news.ycombinator.com/item?id=48498385&utm_source=wondercraft_ai(07:52): Open source AI must winOriginal post: https://news.ycombinator.com/item?id=48511908&utm_source=wondercraft_ai(09:20): Kimi K2.7-Code: open-source coding model with better token efficiencyOriginal post: https://news.ycombinator.com/item?id=48502347&utm_source=wondercraft_ai(10:49): "Don't You Just Upload It to ChatGPT?"Original post: https://news.ycombinator.com/item?id=48507278&utm_source=wondercraft_ai(12:17): Electric motors with no rare earthsOriginal post: https://news.ycombinator.com/item?id=48510010&utm_source=wondercraft_ai(13:46): How to setup a local coding agent on macOSOriginal post: https://news.ycombinator.com/item?id=48507020&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on June 11, 2026. This podcast was generated by wondercraft.ai (00:30): Show HN: Homebrew 6.0.0Original post: https://news.ycombinator.com/item?id=48490024&utm_source=wondercraft_ai(01:57): Pokémon Go Scans Trained the Navigation Tech for Military DronesOriginal post: https://news.ycombinator.com/item?id=48487029&utm_source=wondercraft_ai(03:24): AI agent runs amok in Fedora and elsewhereOriginal post: https://news.ycombinator.com/item?id=48484584&utm_source=wondercraft_ai(04:51): MiMo Code is now released and open-sourceOriginal post: https://news.ycombinator.com/item?id=48490826&utm_source=wondercraft_ai(06:18): If you are asking for human attention, demonstrate human effortOriginal post: https://news.ycombinator.com/item?id=48497609&utm_source=wondercraft_ai(07:45): Solar generates more energy in US than coal for first timeOriginal post: https://news.ycombinator.com/item?id=48492306&utm_source=wondercraft_ai(09:12): Petition to Withdraw Canada's Bill C-22Original post: https://news.ycombinator.com/item?id=48491830&utm_source=wondercraft_ai(10:39): Lines of code got a better publicistOriginal post: https://news.ycombinator.com/item?id=48489402&utm_source=wondercraft_ai(12:06): Anthropic apologizes for invisible Claude Fable guardrailsOriginal post: https://news.ycombinator.com/item?id=48489229&utm_source=wondercraft_ai(13:33): Show HN: FablePool – pool money behind a prompt, and Fable builds it in publicOriginal post: https://news.ycombinator.com/item?id=48496539&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

In this episode of Elixir Wizards, Charles Suggs and Emma Whamond are joined by Ellyse Cedeno, founder of Heuristic Salvo and a software engineer and product leader with more than 25 years of experience across early internet platforms, gaming, health tech, and distributed systems. Ellyse shares the winding path that took her from early search engines and Netscape to game development, medical research at Mount Sinai, and eventually to Elixir. Along the way, she talks about staying curious over a long technical career, rediscovering joy through side projects, and why being willing to feel like a beginner again can be one of the most useful skills a developer can build. The conversation explores what it means to grow as an engineer in a world where AI tooling is becoming part of the everyday workflow. Ellyse makes the case that technical skill still matters, but the human parts of software development (like judgment, curiosity, communication, trust, and influence) are becoming increasingly important. We also talk about soft influence and how developers can create change inside organizations without relying on hard authority. Key Topics Discussed in this Episode: Ellyse's career path through early internet platforms, gaming, health tech, and distributed systems Moving from Netscape and search engines to medical research and software consulting Discovering Elixir through an interest in concurrent and distributed systems Why beginner's mindset still matters after decades in tech How neurodivergence, curiosity, and deep focus shape Ellyse's approach to programming Rediscovering joy in programming through side projects and experimentation Building an MMORPG game server in Elixir Exploring hardware, Nerves, and live theremin demos The role of passion projects in professional growth Protecting time for learning in productivity-focused environments Work-life balance differences between the U.S. and Europe How AI tools are changing expectations for modern developers Why AI does not replace judgment, taste, or technical understanding Understanding business needs instead of only focusing on technical preferences Introducing Elixir into a TypeScript-heavy organization Using Elixir microservices to solve specific technical problems What “soft influence” looks like in engineering teams Building trust through one-on-one conversations Knowing when influence is working and when it is not Negotiating technical decisions without turning them into power struggles The relationship between technical competence and interpersonal skill Managing imposter syndrome during pair programming and collaborative work Documentation as a visibility and ownership tool Community involvement, conference speaking, and finding your people Staying curious without burning out Why the human side of software development still matters Links Mentioned: https://en.wikipedia.org/wiki/Netscape Icahn School of Medicine at Mt. Sinai https://icahn.mssm.edu/ Evernote https://evernote.com/ Joplin https://joplinapp.org/ Book: Elixir in Action by Saša Jurić https://www.manning.com/books/elixir-in-action-third-edition Book: The Little LISPer https://www.scribd.com/doc/263131641/The-Little-Lisper Ellyse's Goatmire Talk https://goatmire.com/speaker/ellyse-cedeno Nerves https://nerves-project.org/ xHain Hack & Makespace in Berlin https://x-hain.de/en/ https://cursor.com/ Haskell Programming Language https://www.haskell.org/ Java Programming Language https://www.java.com/en/ Clojure Programming Language https://clojure.org/ Scheme Programming Language https://www.scheme.org/ TypeScript Programming Language https://www.typescriptlang.org/ Nostrum Library https://hexdocs.pm/nostrum/intro.html Gleam Programming Language https://gleam.run/ Book: Getting Past No by William Ury https://www.williamury.com/getting-past-no/ “The Gambler” by Kenny Rogers https://www.youtube.com/watch?v=7hx4gdlfamo Ted Talk: Do schools kill creativity? | Sir Ken Robinson https://youtu.be/iG9CE55wbtY Ellyse's Codeberg https://codeberg.org/ellyxir Ellyse's Game Server Repo https://codeberg.org/ellyxir/gameserver Goatmire Elixir & NervesConf 2026 https://www.goatmire.com/

This is a recap of the top 10 posts on Hacker News on June 10, 2026. This podcast was generated by wondercraft.ai (00:30): macOS Container MachinesOriginal post: https://news.ycombinator.com/item?id=48469658&utm_source=wondercraft_ai(01:59): Building an HTML-first site doubled our users overnightOriginal post: https://news.ycombinator.com/item?id=48475483&utm_source=wondercraft_ai(03:28): German ruling declares Google liable for false answers in AI OverviewsOriginal post: https://news.ycombinator.com/item?id=48470248&utm_source=wondercraft_ai(04:57): πFSOriginal post: https://news.ycombinator.com/item?id=48480978&utm_source=wondercraft_ai(06:27): I'm Eric Ries, author of "The Lean Startup" and new book "Incorruptible" – AMAOriginal post: https://news.ycombinator.com/item?id=48477135&utm_source=wondercraft_ai(07:56): Mercedes‑Benz starts large‑scale production of electric axial flux motorOriginal post: https://news.ycombinator.com/item?id=48472877&utm_source=wondercraft_ai(09:25): PgDog is funded and coming to a database near youOriginal post: https://news.ycombinator.com/item?id=48476466&utm_source=wondercraft_ai(10:54): AWS Bedrock to require sharing data with Anthropic for Mythos and future modelsOriginal post: https://news.ycombinator.com/item?id=48473166&utm_source=wondercraft_ai(12:24): Chrome is looking to permanently drop MV2 extensionOriginal post: https://news.ycombinator.com/item?id=48471970&utm_source=wondercraft_ai(13:53): Claude Desktop spawns 1.8 GB Hyper-V VM on every launch, even for chat-only useOriginal post: https://news.ycombinator.com/item?id=48479452&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

The skills that survive every industry shakeup aren't the ones you can Google — they're softer, harder to name, and far more durable. In this episode, Jonathan explores principle-oriented thinking: the practice of stripping away the labels we attach to tools, roles, and even ourselves to see what something actually does at its core. It's the difference between handing your coding off to an agent and rethinking your entire workflow around what these new materials are truly capable of. If you've been following along with our recent focus on durable skills, you know we've been hunting for the abilities that translate beyond this month, this year, or whatever AI does to our industry next. Today's skill doesn't have a tidy name you can search for — it's softer than that. Jonathan calls it "principle-oriented thinking": the habit of deconstructing the labels we put on things to understand their core components, properties, and capabilities. It's how NASA engineers turned a sock into a water filter on Apollo 13, and it's how forward-thinking engineers are reframing what AI can actually do rather than jamming it into a predetermined slot. Labels Are Useful Shortcuts — Until They Aren't: Every label, from "software engineer" to "sock," carries baggage, heuristics, and presupposition. That's not a flaw — labels are how we move through the world quickly. But when a label is the only lens you have, it quietly caps how much value you can get out of the thing you're looking at. The Apollo 13 Sock: When the crew needed to fix a life-threatening problem with mismatched parts, the engineers on the ground had to forget what a sock was for and ask what it actually is — a piece of cloth with tensile strength, flexibility, and filtering properties. Strip the assumption that it goes on a foot, and a whole new set of uses opens up. Stop Slotting AI Into Old Roles: The common move is to take one responsibility — coding, debugging, refactoring — hand it to an agent, and keep everything else the same. That works, but it's low-leverage. The more powerful approach starts by asking what the agent is fundamentally capable of, then rebuilding the workflow around those raw materials. See Things as Materials, Not Fixed Functions: When you deconstruct out from under a label, tools and concepts start to look like craftable raw materials. You can then combine them in new, valuable ways they haven't been combined before — alloying old methods with new capabilities to create properties neither had on its own. Reason From Properties, Not Personas: Ask what the actual properties of an LLM are. Non-determinism isn't a bug to apologize for — it's a property you can exploit. The existence of many different models is a property too, which is exactly what makes adversarial review possible. That's principle-oriented thinking applied to agents. Extend the Latticework: Charlie Munger talked about a latticework of mental models that weave together rather than sit in isolation. The durable skill isn't quarantining your concept of "AI" off to the side — it's grafting a new section onto the existing tapestry and letting it reshape everything you already understood. Episode Takeaway: Look at how you spend your time and ask new questions of it. What is the material here? What kind of thinking does the agent actually do? What can a human do that an LLM can't — and the other way around? That's how you avoid believing a sock is only ever good for a foot.

This is a recap of the top 10 posts on Hacker News on June 09, 2026. This podcast was generated by wondercraft.ai (00:30): Claude Fable 5Original post: https://news.ycombinator.com/item?id=48463808&utm_source=wondercraft_ai(01:56): Making Graphics Like it's 1993Original post: https://news.ycombinator.com/item?id=48459294&utm_source=wondercraft_ai(03:22): If Claude Fable stops helping you, you'll never knowOriginal post: https://news.ycombinator.com/item?id=48467896&utm_source=wondercraft_ai(04:48): CEOs who think AI replaces their employees are just bad CEOsOriginal post: https://news.ycombinator.com/item?id=48465675&utm_source=wondercraft_ai(06:15): Microsoft's open source tools were hacked to steal passwords of AI developersOriginal post: https://news.ycombinator.com/item?id=48457830&utm_source=wondercraft_ai(07:41): FCC wants to kill burner phones by forcing telecoms to get all customers' IDsOriginal post: https://news.ycombinator.com/item?id=48462308&utm_source=wondercraft_ai(09:07): macOS Container MachinesOriginal post: https://news.ycombinator.com/item?id=48469658&utm_source=wondercraft_ai(10:34): Cleaning up after AI rockstar developersOriginal post: https://news.ycombinator.com/item?id=48458586&utm_source=wondercraft_ai(12:00): Albania Is Not for Sale: Kushner's $4B Resort Triggers'Flamingo Revolution'Original post: https://news.ycombinator.com/item?id=48461012&utm_source=wondercraft_ai(13:26): Apple decided not to roll out Siri in EU after denied request for exemptionOriginal post: https://news.ycombinator.com/item?id=48463024&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

In this episode of Fireside with Founders and Leaders, host Rupert McSheehy sits down with Chris Storey, the Technology Director at Travelopia, to discuss the transformative journey of the company in the realm of artificial intelligence. With over 11 years of experience at Travelopia, Chris shares insights into how AI has revolutionized their operations and enhanced customer experiences. The conversation dives deep into the challenges and successes that come with implementing AI in a private equity-backed environment, emphasizing the importance of leadership support and a culture of experimentation.Chris elaborates on the three phases of transformation that Travelopia has undergone, from addressing legacy technology to embracing digital and now, AI-driven solutions. He candidly discusses the lessons learned from both successful experiments, such as AI-enhanced sales processes, and those that fell short, like early chatbot implementations. The episode highlights the necessity of balancing technological advancements with human involvement, addressing the potential for resistance within teams, and fostering a culture of curiosity to ensure that AI is used to its fullest potential.(00:00) - - Introduction to the Podcast (01:12) - - Guest Introduction: Chris Storey (02:45) - - Overview of Travelopia (05:30) - - Chris's Role and Responsibilities (08:00) - - Travelopia's Transformation Journey (11:00) - - The Importance of AI in Transformation (14:45) - - Phases of Transformation at Travelopia (18:30) - - Current AI Initiatives and Experiments (22:15) - - The Challenge of Change Management (26:00) - - Technology vs. People: The Real Challenges (30:15) - - Overcoming Resistance to AI Adoption (34:00) - - Business Technologists and Empowerment (38:30) - - Examples of Successful AI Implementations (42:00) - - Lessons Learned from Failed Experiments (45:30) - - The Role of Leadership in AI Adoption (50:00) - - Future Outlook for AI at Travelopia (54:15) - - Maturity Levels of AI in Society (58:00) - - Final Thoughts on AI and its Future (01:01:00) - - Conclusion and Subscription Reminder

This is a recap of the top 10 posts on Hacker News on June 08, 2026. This podcast was generated by wondercraft.ai (00:30): Show HN: Performative-UI – A react component library of design tropesOriginal post: https://news.ycombinator.com/item?id=48445554&utm_source=wondercraft_ai(01:58): Dopamine FrackingOriginal post: https://news.ycombinator.com/item?id=48440792&utm_source=wondercraft_ai(03:26): Anti-social: It's fads, not friends, which now dominate social media feedsOriginal post: https://news.ycombinator.com/item?id=48444228&utm_source=wondercraft_ai(04:54): Stop the Apple Music app from launchingOriginal post: https://news.ycombinator.com/item?id=48447935&utm_source=wondercraft_ai(06:22): MiMo-v2.5-Pro-UltraSpeed: 1T model with 1000 tokens per secondOriginal post: https://news.ycombinator.com/item?id=48446639&utm_source=wondercraft_ai(07:50): Siri AIOriginal post: https://news.ycombinator.com/item?id=48449084&utm_source=wondercraft_ai(09:18): xAI is looking more like a datacentre REIT than a frontier labOriginal post: https://news.ycombinator.com/item?id=48446428&utm_source=wondercraft_ai(10:47): Surveillance is not safety: A statement on the UK's latest threat to privacy [pdf]Original post: https://news.ycombinator.com/item?id=48450646&utm_source=wondercraft_ai(12:15): Apple reveals new AI architecture built around Google Gemini modelsOriginal post: https://news.ycombinator.com/item?id=48450142&utm_source=wondercraft_ai(13:43): AI is slowing downOriginal post: https://news.ycombinator.com/item?id=48446893&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

In this episode of the Crazy Wisdom Podcast, host Stewart Alsop sits down with software engineer and entrepreneur Arowolo Muritadhor for a wide-ranging conversation that moves from agriculture and manufacturing in Nigeria to the evolving role of crypto in the country's economy. They touch on how hyperinflation, particularly the naira's dramatic drop in 2023, pushed Nigerians toward stablecoins as a practical savings tool, and how informal kiosk networks have stepped in where traditional banking infrastructure falls short. The conversation also covers the tension between government regulation and the permissionless nature of blockchain technology, comparisons between the decline of the Roman Empire and current shifts in US economic dominance, the role of mobile payments in Africa, language learning, and whether AI agents have any real utility in crypto infrastructure yet. You can connect with Arowolo on LinkedIn and X at @armolas_06.Timestamps00:00 - Host welcomes Arowolo Muritadhor, introducing topics of software engineering and animal food production in Nigeria.05:00 - Discussion shifts to manufacturing, components assembly, and China's dominance in low-cost production globally.10:00 - Conversation explores crypto adoption in Nigeria as a network state phenomenon, separating informed users from mainstream population.15:00 - Mobile payments and kiosk ATM replacements emerge as critical financial infrastructure bridging unbanked Nigerians.20:00 - Roman Empire parallels drawn to modern crypto taxation, government control, and inevitable death-and-taxes reality.25:00 - Bitcoin and Ethereum permissionless nature debated against government wallet-level censorship vulnerabilities.30:00 - AI agents examined as crypto infrastructure tools, revealing mostly trading bots rather than foundational builders.35:00 - Nigeria's 2023 naira collapse compared to Argentina's hyperinflation, driving citizens toward stablecoin dollar savings.40:00 - US Treasury history unpacked through FDR gold confiscation and Nixon ending convertibility, paralleling empire decline.45:00 - Crypto reframed as anti-bank rather than purely anti-government, enabling freedom through immutable accountability.50:00 - Transparent blockchain ledgers discussed as potential government accountability tools across democracy, republic, and oligarchy structures.Key Insights1. Nigeria has a significant divide between its northern and southern regions in terms of economic activity. The north, centered around Abuja, is more agricultural with substantial cattle production, while Lagos in the south functions as a dense urban and commercial hub. This geographic and economic split shapes how different financial tools and technologies are adopted across the country.2. China's dominance in low-cost manufacturing has made it nearly impossible for countries like Nigeria, the United States, or Argentina to compete on price alone. The more realistic path for developing economies is to import components and focus on local assembly and creativity, which is where meaningful economic participation becomes possible.3. Crypto adoption in Nigeria accelerated dramatically around 2023 when the naira experienced a sharp devaluation against the US dollar. Before that point, saving in dollars was difficult for many Nigerians, especially those without formal bank accounts, making stablecoins like USDT an attractive and practical alternative for preserving wealth.4. Informal kiosk operators in Nigeria have organically become a substitute for ATMs, giving communities access to basic financial services where traditional banking infrastructure does not reach. This grassroots financial layer is now a key entry point for integrating crypto and stablecoin payments into everyday commerce.5. Governments are increasingly trying to regulate crypto at the wallet and centralized exchange level, using tax compliance as a primary mechanism. While Bitcoin and Ethereum remain largely permissionless, the practical chokepoints for most users remain centralized platforms where identity and transactions can be monitored.6. The historical parallel between the fall of the Roman Empire and current shifts in US economic and geopolitical power offers a useful frame for understanding why crypto matters. Just as Rome debased its currency and struggled to sustain imperial costs, the US faces mounting debt and a financialized economy that may accelerate dollar instability and push more people toward alternative stores of value.7. One genuinely constructive use case for blockchain beyond speculation is immutable accountability, particularly for public institutions and prediction markets. A transparent ledger that governments or officials voluntarily adopt could create verifiable records of decisions and promises, reducing corruption and increasing trust in ways that traditional governance structures have struggled to achieve.

This is a recap of the top 10 posts on Hacker News on June 07, 2026. This podcast was generated by wondercraft.ai (00:30): LLMs are eroding my software engineering career and I don't know what to doOriginal post: https://news.ycombinator.com/item?id=48434312&utm_source=wondercraft_ai(01:57): Building from zero after addiction, prison, and a felonyOriginal post: https://news.ycombinator.com/item?id=48437406&utm_source=wondercraft_ai(03:25): Anthropic, please ship an official Claude Desktop for LinuxOriginal post: https://news.ycombinator.com/item?id=48434436&utm_source=wondercraft_ai(04:52): The 29th International Obfuscated C Code Contest (IOCCC) 2025 WinnersOriginal post: https://news.ycombinator.com/item?id=48432199&utm_source=wondercraft_ai(06:20): How's Linear so fast? A technical breakdownOriginal post: https://news.ycombinator.com/item?id=48437609&utm_source=wondercraft_ai(07:47): Scientists ejected from diabetes conference for distributing journal reprintsOriginal post: https://news.ycombinator.com/item?id=48433410&utm_source=wondercraft_ai(09:15): I design with Claude more than Figma nowOriginal post: https://news.ycombinator.com/item?id=48431981&utm_source=wondercraft_ai(10:42): Show HN: Lathe – Use LLMs to learn a new domain, not skip past itOriginal post: https://news.ycombinator.com/item?id=48433756&utm_source=wondercraft_ai(12:10): Major P2P issues in Israel and possibly other Middle East countriesOriginal post: https://news.ycombinator.com/item?id=48431461&utm_source=wondercraft_ai(13:37): Public Domain Image ArchiveOriginal post: https://news.ycombinator.com/item?id=48430539&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

Jennifer St Pierre is Senior Vice President of Developer Experience and Transformation at Dell Technologies, where she leads the strategy for how Dell's Infrastructure Solutions Group builds, operates, and evolves software.In this session from DX Annual, Jen argues that the biggest challenge in adopting agentic AI is not the technology itself, but the people transition behind it. Drawing on lessons from earlier shifts like Agile, DevOps, and cloud adoption, she explains why organizations that treat AI as a simple tooling rollout may get compliance, but not commitment.Jen outlines five leadership imperatives for navigating the transition: building a shared understanding of why change is happening, defining a clear future state, clarifying how roles will evolve, creating psychological safety for experimentation, and aligning metrics and organizational structures with new ways of working. Throughout the talk, she emphasizes that while AI may generate code, humans remain responsible for direction, judgment, and meaning.Where to find Jennifer St Pierre: • LinkedIn: https://www.linkedin.com/in/jennifer-st-pierre-4935a81In this episode, we cover:(00:00) Intro(00:13) Why every major technology shift is ultimately a people transition(05:00) AI-generated code and the evolving role of software engineers(07:43) The importance of developing a shared understanding(12:00) Defining a clear future state and how engineering roles will evolve(19:12) How psychological safety enables experimentation and honest feedback(22:41) Why metrics and organizational structure must evolve for the age of AI(25:40) Why leaders must drive AI transformation intentionallyReferenced:• Measuring developer productivity with the DX Core 4• Understand team effectiveness 

Agentic engineering is quickly becoming one of the most important shifts in software development.In this episode, I sit down with Scott Breitenother, Co-Founder & CEO of Kilo Code, to discuss why individual coding assistants won't drive the future of software development, but by autonomous AI agents capable of planning, building, testing, and shipping software.Scott shares the journey from building and selling Brooklyn Data Company to launching Kilo, an open-source agentic engineering platform designed to help developers become dramatically more productive in the AI era.We discussed product-market fit, engineering adoption, the realities of competing with Cursor, Copilot, and Claude Code, and what engineering leaders should be thinking about as AI fundamentally changes how software teams operate.If you're a founder, engineering leader, developer, or simply interested in the future of AI-powered software development, this is an episode you won't want to miss.

This is a recap of the top 10 posts on Hacker News on June 06, 2026. This podcast was generated by wondercraft.ai (00:30): S&P 500 rejects SpaceX, also blocking entry for OpenAI and AnthropicOriginal post: https://news.ycombinator.com/item?id=48421442&utm_source=wondercraft_ai(01:59): Meta confirms 1000s of Instagram accounts were hacked by abusing its AI chatbotOriginal post: https://news.ycombinator.com/item?id=48427643&utm_source=wondercraft_ai(03:29): Pentagon raised threat of Israeli spying on U.S. to highest level, sources sayOriginal post: https://news.ycombinator.com/item?id=48427523&utm_source=wondercraft_ai(04:59): GrapheneOS user reported to authorities for using GrapheneOSOriginal post: https://news.ycombinator.com/item?id=48422798&utm_source=wondercraft_ai(06:28): Ask HN: Why is the HN crowd so anti-AI?Original post: https://news.ycombinator.com/item?id=48420827&utm_source=wondercraft_ai(07:58): Ntsc-rs – open-source video emulation of analog TV and VHS artifactsOriginal post: https://news.ycombinator.com/item?id=48428025&utm_source=wondercraft_ai(09:28): Pokemon Emerald Ported to WebAssembly (100k FPS)Original post: https://news.ycombinator.com/item?id=48423762&utm_source=wondercraft_ai(10:57): Moving beyond fork() + exec()Original post: https://news.ycombinator.com/item?id=48425528&utm_source=wondercraft_ai(12:27): Nvidia is proposing a beast of a CPU system for Windows PCsOriginal post: https://news.ycombinator.com/item?id=48424605&utm_source=wondercraft_ai(13:57): The intracies of modern camera lens repair (2024)Original post: https://news.ycombinator.com/item?id=48420148&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on June 05, 2026. This podcast was generated by wondercraft.ai (00:30): Changing how we develop LadybirdOriginal post: https://news.ycombinator.com/item?id=48409191&utm_source=wondercraft_ai(01:59): Gov.uk has replaced Stripe with Dutch provider AdyenOriginal post: https://news.ycombinator.com/item?id=48415217&utm_source=wondercraft_ai(03:29): C++: The DocumentaryOriginal post: https://news.ycombinator.com/item?id=48408016&utm_source=wondercraft_ai(04:59): Tracing a powerful GNSS interference source over EuropeOriginal post: https://news.ycombinator.com/item?id=48409664&utm_source=wondercraft_ai(06:29): Astronauts told to return to ISS after sheltering over air leak repairsOriginal post: https://news.ycombinator.com/item?id=48413464&utm_source=wondercraft_ai(07:59): pg_durable: Microsoft open sources in-database durable executionOriginal post: https://news.ycombinator.com/item?id=48414367&utm_source=wondercraft_ai(09:29): Did Claude increase bugs in rsync?Original post: https://news.ycombinator.com/item?id=48411635&utm_source=wondercraft_ai(10:59): Gemma 4 QAT models: Optimizing compression for mobile and laptop efficiencyOriginal post: https://news.ycombinator.com/item?id=48414653&utm_source=wondercraft_ai(12:29): New method turns ocean water into drinking water, without wasteOriginal post: https://news.ycombinator.com/item?id=48413500&utm_source=wondercraft_ai(13:59): Meta enables ADB on deprecated Portal devices [video]Original post: https://news.ycombinator.com/item?id=48406640&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on June 04, 2026. This podcast was generated by wondercraft.ai (00:30): Failing grades soar with AI usage, dwindling math skills in Berkeley CS classesOriginal post: https://news.ycombinator.com/item?id=48392004&utm_source=wondercraft_ai(01:58): U.S. to dismantle system tracking Atlantic currents that are at risk of collapseOriginal post: https://news.ycombinator.com/item?id=48392232&utm_source=wondercraft_ai(03:26): VoidZero Is Joining CloudflareOriginal post: https://news.ycombinator.com/item?id=48398055&utm_source=wondercraft_ai(04:54): Ian's Secure Shoelace KnotOriginal post: https://news.ycombinator.com/item?id=48397028&utm_source=wondercraft_ai(06:22): French-Iranian author Marjane Satrapi, author of 'Persepolis', dies at 56Original post: https://news.ycombinator.com/item?id=48397233&utm_source=wondercraft_ai(07:50): When AI Builds Itself: Our progress toward recursive self-improvementOriginal post: https://news.ycombinator.com/item?id=48400842&utm_source=wondercraft_ai(09:18): I built a vulnerable app and spent $1,500 seeing if LLMs could hack itOriginal post: https://news.ycombinator.com/item?id=48392343&utm_source=wondercraft_ai(10:46): Wind and solar generated more power than gas globally in April 2026Original post: https://news.ycombinator.com/item?id=48399332&utm_source=wondercraft_ai(12:14): UK media fails to disclose defence sector links in nearly 60% of casesOriginal post: https://news.ycombinator.com/item?id=48395938&utm_source=wondercraft_ai(13:42): Anthropic's open-source framework for AI-powered vulnerability discoveryOriginal post: https://news.ycombinator.com/item?id=48403980&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This interview was recorded for GOTO Unscripted.https://gotopia.techRichard Feldman - Software Engineer at Zed Industries & Author of "Elm in Action"Anjana Vakil - Freelance Software Engineer & Developer EducatorCheck out more here:https://gotopia.tech/articles/442RESOURCESRichardhttps://bsky.app/profile/rtfeldman.bsky.socialhttps://twitter.com/rtfeldmanhttps://www.linkedin.com/in/rtfeldmanhttps://github.com/rtfeldmanAnjanahttps://bsky.app/profile/anjana.devhttps://github.com/vakilahttps://www.linkedin.com/in/anjanavakilhttps://anjana.devLinkshttps://zed.devhttps://adventofcode.comhttps://www.roc-lang.orgDESCRIPTIONRichard Feldman and Anjana Vakil trace the Roc programming language's ambitious ground-up compiler rewrite — from Rust to Zig — which happened to coincide almost exactly with the year AI coding assistants went from useful to transformative. Richard describes how AI's role shifted over just 12 months: from mechanical test-porting grunt work, where it was reliable but limited, to genuine architectural collaboration on harder problems. The key insight is that guardrails don't live in prompts ("never do this" gets ignored constantly), they live in the code itself — invariants and automated feedback loops that catch the AI when it strays, rather than instructions it will cheerfully disregard.The conversation widens into what the AI era means for software quality and trust. Both are wary of the coming wave of AI-generated "slop" — buggy, mediocre software produced at scale — but Richard makes the counterintuitive case that competitive pressure might actually force quality up: if everything is slop, the products that aren't will stand out hard. Anjana draws a parallel to consumer electronics brand trust: just like we pay a premium for the USB-C cable we know won't cause a fire, developers and users will increasingly gravitate toward names and communities they can vouch for. The open source contribution model, they agree, needs new systems to navigate this — and Roc v1, due before the end of 2026, will be a test case.RECOMMENDED BOOKSRichard Feldman • Elm in Action • https://amzn.to/387kujIDean Bocker • Don't Panic! I'm A Professional Zig Programmer • https://amzn.to/3ljKT8dTim McNamara • Rust in Action • https://amzn.to/3ux2R9uDavid Drysdal • Effective Rust • https://amzn.to/4dAjbdXEric Normand • Grokking Simplicity • https://amzn.to/3gz7o3CBlueskyInstagramLinkedInFacebookCHANNEL MEMBERSHIP BONUSJoin this channel to get early access to videos & other perks:https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/joinLooking for a unique learning experience?Attend the next GOTO conference near you! Get your ticket: gotopia.techSUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

In this episode of Elixir Wizards, hosts Charles Suggs and Emma Whamond sit down with Marek Šuppa, creator of the Missing GitHub Status page, a project that reconstructs GitHub's historical uptime data and reveals discrepancies between official status reporting and the platform's actual reliability. Marek tells us about his dev journey from open source contributor at DuckDuckGo to machine learning engineer at Cisco-acquired Slido. Then, we discuss GitHub's evolution from a hosted Git service into a critical developer tool. We cover reliability, transparency, AI-driven platform growth, developer workflows, and the challenges of balancing convenience with resilience. Along the way, we cover alternative platforms, self-hosted solutions, and whether recent outages are changing how developers think about ownership, dependency, and the future of software collaboration. Topics Discussed in this Episode: Why did Mr. Shu create the Missing GitHub Status Page? GitHub's reported uptime versus developer experiences How open source contributions shaped Marek's career The evolution of GitHub from tool to critical infrastructure Centralization risks in modern software development Git's distributed roots and today's platform-centric workflows Developer reactions to GitHub outages Transparency and accountability in status reporting AI's impact on developer platforms and infrastructure demands Microsoft's stewardship of GitHub Forgejo, Codeberg, and alternative Git hosting platforms Self-hosted Git solutions and tradeoffs Network effects and platform lock-in The social side of software collaboration Building resilience into developer workflows What GitHub outages teach us about infrastructure dependency Links Mentioned: The Missing GitHub Status Page https://mrshu.github.io/github-statuses/ Slido https://www.slido.com/ https://duckduckgo.com/ The official GitHub Status Page https://www.githubstatus.com/ Statuspage.iohttps://www.atlassian.com/software/statuspage Zig Leaves GitHub https://ziglang.org/news/migrating-from-github-to-codeberg/ Ghostty Leaves GitHub https://mitchellh.com/writing/ghostty-leaving-github GitLab https://about.gitlab.com/ Codeberg https://codeberg.org/ https://git.kernel.org/ Forgejo Lightweight Self-Hosting https://forgejo.org/ Former GitHub CEO Thomas Dohmke launches Entire https://entire.io/news/former-github-ceo-thomas-dohmke-raises-60-million-seed-round Update on Spain and LALIGA blocks of the internet https://vercel.com/blog/update-on-spain-and-laliga-blocks-of-the-internet

This is a recap of the top 10 posts on Hacker News on June 03, 2026. This podcast was generated by wondercraft.ai (00:30): Gemma 4 12B: A unified, encoder-free multimodal modelOriginal post: https://news.ycombinator.com/item?id=48385906&utm_source=wondercraft_ai(01:55): Meta workers can opt out of being tracked at work up to 30 minOriginal post: https://news.ycombinator.com/item?id=48383220&utm_source=wondercraft_ai(03:21): Pwnd Blaster: Hacking your PC using your speaker without ever touching itOriginal post: https://news.ycombinator.com/item?id=48382310&utm_source=wondercraft_ai(04:46): Elixir v1.20: Now a gradually typed languageOriginal post: https://news.ycombinator.com/item?id=48388324&utm_source=wondercraft_ai(06:12): I was recently diagnosed with anti-NMDA receptor encephalitisOriginal post: https://news.ycombinator.com/item?id=48384355&utm_source=wondercraft_ai(07:38): DaVinci Resolve 21Original post: https://news.ycombinator.com/item?id=48384482&utm_source=wondercraft_ai(09:03): Uber's $1,500/month AI limit is a useful signal for AI tool pricingOriginal post: https://news.ycombinator.com/item?id=48383056&utm_source=wondercraft_ai(10:29): 32GB of DDR5 now costs $375 – AI shortage continues to squeeze PC buildingOriginal post: https://news.ycombinator.com/item?id=48383241&utm_source=wondercraft_ai(11:54): U.S. to dismantle system tracking Atlantic currents that are at risk of collapseOriginal post: https://news.ycombinator.com/item?id=48392232&utm_source=wondercraft_ai(13:20): MacBook Neo is so popular that Apple doubled productionOriginal post: https://news.ycombinator.com/item?id=48386238&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on June 02, 2026. This podcast was generated by wondercraft.ai (00:30): Please don't spam people looking for employment. It's just cruelOriginal post: https://news.ycombinator.com/item?id=48370330&utm_source=wondercraft_ai(01:57): Gmail thinks I'm stupid, so I leftOriginal post: https://news.ycombinator.com/item?id=48375016&utm_source=wondercraft_ai(03:24): Adafruit receives demand letter from Fenwick legal counsel on behalf of Flux.aiOriginal post: https://news.ycombinator.com/item?id=48368121&utm_source=wondercraft_ai(04:52): Why Janet? (2023)Original post: https://news.ycombinator.com/item?id=48367907&utm_source=wondercraft_ai(06:19): MAI-Code-1-FlashOriginal post: https://news.ycombinator.com/item?id=48374466&utm_source=wondercraft_ai(07:47): A walking tour of surveillance infrastructure in Seattle (2020)Original post: https://news.ycombinator.com/item?id=48369980&utm_source=wondercraft_ai(09:14): macOS needs its grid backOriginal post: https://news.ycombinator.com/item?id=48364800&utm_source=wondercraft_ai(10:42): Love systemd timersOriginal post: https://news.ycombinator.com/item?id=48367904&utm_source=wondercraft_ai(12:09): CT scans of BYD car partsOriginal post: https://news.ycombinator.com/item?id=48375824&utm_source=wondercraft_ai(13:37): Larry Ellison: "Citizens will be on their best behavior because we're recording"Original post: https://news.ycombinator.com/item?id=48373391&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

Are you ready to adapt to the rapidly evolving rules of software development? In this deep dive, Logan Kilpatrick, Director and Engineer at Google DeepMind, breaks down how AI agents, advanced model-product symbiosis, and tools like Gemini 3.5 Flash are fundamentally shifting the engineering bottleneck. Learn how to maintain your competitive advantage by moving beyond the keyboard to focus on problem-solving, architectural taste, and system understanding.In this video, we cover:The changing role of the IDE and the rise of agent managers in code generation.Overcoming team bottlenecks in code review and CI/CD test execution execution loops.Why "agent coverage" and context integration are the next big tech stack metrics.Building a bulletproof software portfolio through permissionless open-source contributions.The critical difference between outsourcing intelligence versus outsourcing understanding.This episode is for software engineers, tech leads, and computer science students looking to future-proof their careers and reset their ambitions in the era of autonomous engineering agents.Timestamps:#SoftwareEngineering #AIAgents #GoogleDeepMind

This is a recap of the top 10 posts on Hacker News on June 01, 2026. This podcast was generated by wondercraft.ai (00:30): The newest Instagram “exploit” is the goofiest I've seenOriginal post: https://news.ycombinator.com/item?id=48359102&utm_source=wondercraft_ai(01:58): Malicious npm packages detected across Red Hat Cloud ServicesOriginal post: https://news.ycombinator.com/item?id=48356625&utm_source=wondercraft_ai(03:26): A 10 year old Xeon is all you needOriginal post: https://news.ycombinator.com/item?id=48353348&utm_source=wondercraft_ai(04:55): The Pirate Bay Remains Resilient, 20 Years After the RaidOriginal post: https://news.ycombinator.com/item?id=48357154&utm_source=wondercraft_ai(06:23): Anthropic confidentially submits draft S-1 to the SECOriginal post: https://news.ycombinator.com/item?id=48358646&utm_source=wondercraft_ai(07:51): CS336: Language Modeling from ScratchOriginal post: https://news.ycombinator.com/item?id=48357075&utm_source=wondercraft_ai(09:20): Nvidia RTX SparkOriginal post: https://news.ycombinator.com/item?id=48352939&utm_source=wondercraft_ai(10:48): AI Agent Guidelines for CS336 at StanfordOriginal post: https://news.ycombinator.com/item?id=48359232&utm_source=wondercraft_ai(12:17): DuckDuckGo makes its 'no-AI' search engine easier to access as its traffic boomsOriginal post: https://news.ycombinator.com/item?id=48359130&utm_source=wondercraft_ai(13:45): KDE at 30Original post: https://news.ycombinator.com/item?id=48357355&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This conversation was recorded at GOTO Copenhagen 2025.https://gotocph.comMartin Fowler - Pioneer of Various Topics around Object-Oriented Technology & Agile MethodsKent Beck - Software Engineer & Creator of Extreme ProgrammingRESOURCESMartinhttps://x.com/martinfowlerhttps://www.martinfowler.comhttps://toot.thoughtworks.com/@mfowlerhttps://www.linkedin.com/in/martin-fowler-comKenthttps://bsky.app/profile/kentbeck.bsky.socialhttps://www.kentbeck.comhttps://github.com/KentBeckhttps://twitter.com/KentBeckhttps://www.linkedin.com/in/kentbeckhttps://tidyfirst.substack.com/aboutDESCRIPTIONMartin Fowler and Kent Beck — two of the authors of the Agile Manifesto and perhaps the most influential duo in software engineering history — reunite for an unscripted conversation spanning thirty years of friendship, craft, and the relentless pace of change. They discuss how AI ("the Genie") has become a genuine part of both their workflows: Kent uses it as an endlessly patient tutor for exploration between features, while Martin distinguishes between AI as a tool for talking to computers versus the irreplaceable human skill of talking to the people who need software built. Both are optimistic about the future, though Kent's optimism takes characteristically sharp form: he expects the industry to keep making the same mistakes, which means he'll still be employed teaching the same lessons 20 years from now.The conversation also revisits the Agile Manifesto at nearly 25 years old, with both reflecting on what Extreme Programming got right — feedback loops, testability, evolutionary design — and what the broader adoption missed or diluted. Martin is candid that progress in software has been slower than he'd like, though he points to a "forest" of practitioners who have genuinely advanced the craft. On the question of a Manifesto reunion, both gently redirect: it belongs to the next generation now. Their closing advice to a junior developer in the audience is perhaps the most memorable exchange in the whole session — use the gaps between features to learn, and never forget that understanding the domain and the people in it is ultimately what separates good programmers from great ones.Read the full abstract here:https://gotocph.com/2025/sessions/3780RECOMMENDED BOOKSMartin Fowler • Refactoring • https://amzn.to/3EVcHXQMartin Fowler & Pramod Sadalage • NoSQL Distilled • https://amzn.to/3ChIpu7Martin Fowler • Patterns of Enterprise Application Architecture • https://amzn.to/3lp4sIqMartin Fowler • Domain-Specific Languages • https://amzn.to/3nzOIFkMartin Fowler • UML Distilled • https://amzn.to/3kahjyAKent Beck • Tidy First? • https://amzn.to/4gscjjKKent Beck & Cynthia Andres • Extreme Programming Explained • https://amzn.to/3sBASDGKent Beck • Test Driven Development • https://amzn.to/3U4AXLsKent Beck, Fowler, John, William, Don & Gamma • Refactoring • https://amzn.to/3SFBYbNKent Beck • Implementation Patterns • https://amzn.to/3sBlCGLBlueskyInstagramLinkedInFacebookCHANNEL MEMBERSHIP BONUSJoin this channel to get early access to videos & other perks:https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/joinLooking for a unique learning experience?Attend the next GOTO conference near you! Get your ticket: gotopia.techSUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

This is a recap of the top 10 posts on Hacker News on May 31, 2026. This podcast was generated by wondercraft.ai (00:30): Cloudflare Turnstile requiring fingerprintable WebGLOriginal post: https://news.ycombinator.com/item?id=48345840&utm_source=wondercraft_ai(01:55): Creatine raises brain energy levels and slows cognitive decline: studyOriginal post: https://news.ycombinator.com/item?id=48346947&utm_source=wondercraft_ai(03:21): Please Do Not Vibe Fuck Up This SoftwareOriginal post: https://news.ycombinator.com/item?id=48342705&utm_source=wondercraft_ai(04:47): The Website SpecificationOriginal post: https://news.ycombinator.com/item?id=48343683&utm_source=wondercraft_ai(06:13): Codex just found a "workaround" of not having sudo on my PCOriginal post: https://news.ycombinator.com/item?id=48348578&utm_source=wondercraft_ai(07:39): Dav2dOriginal post: https://news.ycombinator.com/item?id=48344961&utm_source=wondercraft_ai(09:04): The solution might be cancelling my AI subscriptionOriginal post: https://news.ycombinator.com/item?id=48345896&utm_source=wondercraft_ai(10:30): 1-Bit Bonsai Image 4B Image Generation for Local DevicesOriginal post: https://news.ycombinator.com/item?id=48346257&utm_source=wondercraft_ai(11:56): United Airlines 767 returns to Newark after Bluetooth name sparks alertOriginal post: https://news.ycombinator.com/item?id=48345248&utm_source=wondercraft_ai(13:22): I put a datacenter GPU in my gaming PCOriginal post: https://news.ycombinator.com/item?id=48345694&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 30, 2026. This podcast was generated by wondercraft.ai (00:30): Microsoft Office 2019 and 2021 for Mac view-only conversionOriginal post: https://news.ycombinator.com/item?id=48341578&utm_source=wondercraft_ai(02:00): Danish pension fund excludes SpaceX citing governance and valuationOriginal post: https://news.ycombinator.com/item?id=48333820&utm_source=wondercraft_ai(03:30): Domain expertise has always been the real moatOriginal post: https://news.ycombinator.com/item?id=48340411&utm_source=wondercraft_ai(05:00): Anthropic surpasses OpenAI to become most valuable AI startupOriginal post: https://news.ycombinator.com/item?id=48336233&utm_source=wondercraft_ai(06:30): OpenRouter raises $113M Series BOriginal post: https://news.ycombinator.com/item?id=48338660&utm_source=wondercraft_ai(08:00): Pandoc TemplatesOriginal post: https://news.ycombinator.com/item?id=48334515&utm_source=wondercraft_ai(09:30): Openrsync: An implementation of rsync, by the OpenBSD teamOriginal post: https://news.ycombinator.com/item?id=48334854&utm_source=wondercraft_ai(11:00): Zig: Build System ReworkedOriginal post: https://news.ycombinator.com/item?id=48334048&utm_source=wondercraft_ai(12:30): EY Canada published a cybersecurity report and most citations were hallucinatedOriginal post: https://news.ycombinator.com/item?id=48339580&utm_source=wondercraft_ai(14:00): Voxel Space (2017)Original post: https://news.ycombinator.com/item?id=48336564&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 29, 2026. This podcast was generated by wondercraft.ai (00:30): The dead economy theoryOriginal post: https://news.ycombinator.com/item?id=48324712&utm_source=wondercraft_ai(01:57): I am retiring from tech to live offlineOriginal post: https://news.ycombinator.com/item?id=48323683&utm_source=wondercraft_ai(03:25): Please Use AIOriginal post: https://news.ycombinator.com/item?id=48323101&utm_source=wondercraft_ai(04:52): GTA 6 Developers UnionizeOriginal post: https://news.ycombinator.com/item?id=48324499&utm_source=wondercraft_ai(06:20): Cars collect a startling amount of data about youOriginal post: https://news.ycombinator.com/item?id=48318481&utm_source=wondercraft_ai(07:47): Blue Origin's New Glenn blows up during static fire testOriginal post: https://news.ycombinator.com/item?id=48317774&utm_source=wondercraft_ai(09:15): SQLite is all you need for durable workflowsOriginal post: https://news.ycombinator.com/item?id=48326802&utm_source=wondercraft_ai(10:42): Volkswagen blocks Home Assistant by requiring client assertionOriginal post: https://news.ycombinator.com/item?id=48319509&utm_source=wondercraft_ai(12:10): Notes from the Mistral AI Now SummitOriginal post: https://news.ycombinator.com/item?id=48325340&utm_source=wondercraft_ai(13:37): Claude Code – Everything you can configure that the docs don't tell youOriginal post: https://news.ycombinator.com/item?id=48318174&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 28, 2026. This podcast was generated by wondercraft.ai (00:30): Claude Opus 4.8Original post: https://news.ycombinator.com/item?id=48311647&utm_source=wondercraft_ai(01:58): Can we have the day off?Original post: https://news.ycombinator.com/item?id=48302745&utm_source=wondercraft_ai(03:27): Bricks and Minifigs Stole a Man's $200k Lego CollectionOriginal post: https://news.ycombinator.com/item?id=48314136&utm_source=wondercraft_ai(04:56): Disagreement among frontier LLMs on real-world fact-checksOriginal post: https://news.ycombinator.com/item?id=48307887&utm_source=wondercraft_ai(06:25): Show HN: Hallucinate – Massively Multiplayer Online RaveOriginal post: https://news.ycombinator.com/item?id=48304260&utm_source=wondercraft_ai(07:54): Citing 'severe' math deficits, UC faculty demand a return to SAT tests for STEMOriginal post: https://news.ycombinator.com/item?id=48309233&utm_source=wondercraft_ai(09:23): AMD pulls a bait-and-switch on Linux users with Vivado licensing changesOriginal post: https://news.ycombinator.com/item?id=48307231&utm_source=wondercraft_ai(10:52): EU fines Temu €200M for allowing sale of illegal productsOriginal post: https://news.ycombinator.com/item?id=48309302&utm_source=wondercraft_ai(12:21): Anthropic raises $65B in Series H funding at $965B post-money valuationOriginal post: https://news.ycombinator.com/item?id=48313048&utm_source=wondercraft_ai(13:50): Google employee charged with $1M Polymarket insider trading bet on search termOriginal post: https://news.ycombinator.com/item?id=48302822&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This interview was recorded for GOTO Unscripted.https://gotopia.techDaniel Terhorst-North - Originator of Behavior Driven Development (BDD) & Principal at Dan North & AssociatesGojko Adzic - Software Delivery Consultant & Author of "Lizard Optimization" and many more BooksCheck out more here:https://gotopia.tech/articles/441RESOURCESDanielhttps://bsky.app/profile/tastapod.comhttps://www.linkedin.com/in/tastapodhttps://github.com/tastapodhttps://mastodon.social/@tastapodhttp://dannorth.net/blogGojkohttps://www.linkedin.com/in/gojkohttps://github.com/gojkohttps://twitter.com/gojkoadzichttps://gojko.netDESCRIPTIONGojko Adzic and Daniel Terhorst-North tackle the question every software team is wrestling with right now: does AI-assisted development actually work, and if so, how?Their verdict is nuanced. One-shot "spec-to-product" approaches are doomed — both compare them to CASE tools and model-driven architecture of past decades, great for selling to enterprise buyers, disappointing in practice. What does work is tight, iterative feedback loops where AI handles the more deterministic, structural parts of the job while humans retain ownership of domain knowledge, semantic correctness, and architectural judgment.The most practically useful thread of the conversation is Gojko's insight on guardrails: instead of relying on markdown files and hoping your AI agent stays in line, encode your rules as real, automated linting checks — ones that run in CI, apply to humans and bots alike, and include actionable error messages.Daniel adds a complementary observation: AI shines brightest not on core domain code, but on the "quality of life" tasks that never quite make it to the backlog. Their shared conclusion is that the teams winning with AI right now are the ones treating published frameworks as starting templates to rapidly adapt — not gospel to follow blindly.RECOMMENDED BOOKSGojko Adzic • Lizard Optimization • https://leanpub.com/lizardoptimizationGojko Adzic • Impact Mapping • https://amzn.to/3dQFCOqAdzic, Evans & Roden • Fifty Quick Ideas To Improve Your Tests • https://amzn.to/3yuDaoLAdzic, Evans & Korac • Fifty Quick Ideas to Improve Your User Stories • https://amzn.to/3jQ4QjPAdzic & Korac • Humans vs Computers • https://amzn.to/2Utz55AGojko Adzic • Specification by Example • https://amzn.to/3hHrEjbEliyahu M. Goldratt • Beyond the Goal • https://amzn.to/3wDbAL1Kent Beck, Fowler, John, William, Don & Gamma • Refactoring • https://amzn.to/3SFBYbNBlueskyInstagramLinkedInFacebookCHANNEL MEMBERSHIP BONUSJoin this channel to get early access to videos & other perks:https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/joinLooking for a unique learning experience?Attend the next GOTO conference near you! Get your ticket: gotopia.techSUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

In this episode of the Comparative Agility Podcast, Dee Rhoda sits down with Mooly Beeri to challenge one of the most common assumptions in modern software development: that Agile naturally leads to better outcomes.Drawing on decades of experience leading software transformations in global organizations, Mooly explains why many teams mistake iteration for improvement. They hold retrospectives, participate in planning events, and follow Agile frameworks, yet continue to deliver software using the same practices, the same processes, and often the same problems.If you've ever wondered whether your teams are truly improving or simply moving faster, this episode offers a practical and refreshingly candid perspective on engineering excellence, software quality, and what it really takes to build better software.

In this episode of Elixir Wizards, hosts Charles Suggs and Emma Whamond sit down with Saša Jurić, Elixir mentor and author of Elixir in Action, to discuss software craftsmanship in the age of AI. As AI coding tools become increasingly capable, Saša argues that the real challenge isn't generating code, it's maintaining quality, clarity, and shared understanding within a codebase. We explore the difference between correct code and good code, and why code is more than a set of instructions for a machine to execute. Code is also documentation, communication, and a long-term investment that future developers must be able to understand and maintain. Saša shares his concerns about the growing "theater of pull requests," where teams go through the motions of code review without creating meaningful opportunities for learning, feedback, or knowledge sharing. The hosts and Saša talk about practical ways to work effectively with AI, including taking smaller steps, carefully reviewing AI-generated code, and using AI as a collaborative tool rather than an autonomous developer. Throughout the discussion, Saša challenges the industry's obsession with speed and makes the case that the principles of good software development (incremental progress, clear communication, and human judgment) remain important in the age of AI. Key Topics Discussed The difference between correct code and good code Code as communication, documentation, and shared understanding The "theater of pull requests" and ineffective review practices How AI is changing software development workflows Using AI as a collaborator rather than a replacement Why smaller, incremental changes lead to better outcomes Human oversight in AI-assisted development Balancing development speed with maintainability Pull request size and review effectiveness Commit history as a tool for storytelling and context The risks of accumulating technical debt faster with AI Testing and validating AI-generated code Refactoring AI-generated solutions for clarity Applying agile principles to AI-assisted workflows The role of experience and judgment in software design Why software craftsmanship still matters in the age of AI Links mentioned Code Complete by Steve McConnell https://khmerbamboo.wordpress.com/wp-content/uploads/2014/09/code-complete-2nd-edition-v413hav.pdf Harness AI for DevOps, Testing, and AppSec https://www.harness.io/ Claude Code https://claude.com/product/claude-code Claude Code GitHub https://github.com/anthropics/claude-code Pull Request for Oban https://github.com/oban-bg/oban/pull/331 SMPP https://en.wikipedia.org/wiki/Short_Message_Peer-to-Peer OpenAI Codex https://chatgpt.com/codex/ Opus AI https://opus.ai/ Tidewave https://tidewave.ai/ Credo Static Code Analysis https://github.com/rrrene/credo https://smartlogic.io/podcast/elixir-wizards/s11-e09-static-code-analyzer-elixir-credo-ruby-rubocop/ Link to Sasa's X post https://x.com/sasajuric/status/2029522378196238503 Saša Jurić “Tell Me A Story” at Goatmire https://www.youtube.com/watch?v=GOrKfCs-mr0 https://meks.quest/blogs/the-theatre-of-pull-requests-and-code-review Looks Good to Me: Constructive Code Reviews by Adrienne Braganza https://www.manning.com/books/looks-good-to-me Towards Maintainable Elixir: Testing https://medium.com/very-big-things/towards-maintainable-elixir-testing-b32ac0604b99 TDD, Where Did It All Go Wrong (Ian Cooper) https://youtu.be/EZ05e7EMOLMSpecial Guest: Saša Jurić.

This is a recap of the top 10 posts on Hacker News on May 27, 2026. This podcast was generated by wondercraft.ai (00:30): I'm Tired of Talking to AIOriginal post: https://news.ycombinator.com/item?id=48292224&utm_source=wondercraft_ai(01:58): Can we have the day off?Original post: https://news.ycombinator.com/item?id=48302745&utm_source=wondercraft_ai(03:26): I think Anthropic and OpenAI have found product-market fitOriginal post: https://news.ycombinator.com/item?id=48296794&utm_source=wondercraft_ai(04:54): DuckDuckGo search saw 28% more visits after Google said people love AI modeOriginal post: https://news.ycombinator.com/item?id=48296649&utm_source=wondercraft_ai(06:22): Last.fm is now independentOriginal post: https://news.ycombinator.com/item?id=48295892&utm_source=wondercraft_ai(07:51): YouTube to automatically label AI-generated videosOriginal post: https://news.ycombinator.com/item?id=48299753&utm_source=wondercraft_ai(09:19): Tech CEOs are apparently suffering from AI psychosisOriginal post: https://news.ycombinator.com/item?id=48295679&utm_source=wondercraft_ai(10:47): Private equity bought America's essential servicesOriginal post: https://news.ycombinator.com/item?id=48292941&utm_source=wondercraft_ai(12:15): Canada to order military plane fleet from Sweden in shift from US suppliersOriginal post: https://news.ycombinator.com/item?id=48296994&utm_source=wondercraft_ai(13:43): All of human cooking compressed into 2 megabytesOriginal post: https://news.ycombinator.com/item?id=48291225&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

Welcome to The SaaS CFO Podcast. In today's episode, Ben sits down with Spiros Xanthos, founder and CEO of Resolve AI. With a robust background in developer tools and successful exits—including acquisitions by VMware and Splunk—Spiros Xanthos brings decades of insight from both startup and corporate environments. Now leading Resolve AI, he's pioneering agentic AI solutions designed to transform how enterprises maintain and operate production software. Spiros Xanthos shares candid lessons learned from building fast-growth, VC-backed companies, insights on fundraising strategy ($150M+ raised across Seed and Series A), and how the speed of AI innovation is reshaping company culture, product development, and go-to-market approaches. If you're curious about the latest in SaaS, AI-driven incident response, scaling a technical team, or outcome-based pricing, this conversation delivers practical wisdom for founders and finance leaders navigating today's rapid AI evolution. Show Notes: 00:00 Building developer tools and acquisitions 05:44 Challenges with data overload 07:06 Challenges in managing complex systems 11:00 Early self-funding decisions 13:23 Lessons from experience in startups 17:53 Building a Strong Brand 19:33 Expanding customer support team 24:19 Defining success metrics in AI tasks 26:42 Maintaining culture while scaling 29:48 Innovating with Multi-Agent Systems Links: SaaS Fundraising Stories: https://www.thesaasnews.com/news/resolve-ai-raises-125m-series-a-at-1b-valuation https://www.thesaasnews.com/news/resolve-ai-secures-35-million-in-seed-round Spiros Xanthos' LinkedIn: https://www.linkedin.com/in/spiros/ Resolve AI's LinkedIn: https://www.linkedin.com/company/resolveai/ Resolve AI's Website: https://resolve.ai/ To learn more about Ben check out the links below: Subscribe to Ben's daily metrics newsletter: https://saasmetricsschool.beehiiv.com/subscribe Subscribe to Ben's SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://www.thesaasacademy.com/ Join Ben's SaaS community here: https://www.thesaasacademy.com/offers/ivNjwYDx/checkout Follow Ben on LinkedIn: https://www.linkedin.com/in/benrmurray

Right now, the questions we have about our careers feel existential. We keep coming back to the same theme: how do you prepare for an industry that's changing this fast, and what mindset actually works in this new reality? One skill keeps surfacing as the answer — your ability to update your own mental models. In today's episode, I want to push on that further and put some of software engineering's most beloved thinking models under scrutiny. Some of these models served you well for years. Some of them now deserve to be challenged, replaced, or thrown out entirely — and learning how to tell the difference is itself the skill that will determine whether you hit a ceiling. Move Past "So What" Questions: The typical engineering objection to agentic coding is that it produces quality issues. But the people deciding to adopt these tools already accept that. Our job is to stop arguing the surface-level point and start asking the real one: so what do we actually do about this new economic reality? The Economics of Acceptable Loss: Abstraction always leaves something to be desired. An agent's code may not match what a staff engineer produces by hand over months — but that gap is usually an acceptable trade against shipping something two, three, or four times faster. Understand the cost-benefit picture instead of pretending the cost doesn't exist. Abstraction Has Always Done This: This isn't new. The calculator dissolved the specialization once required for complex math. Spreadsheets commoditized ledgering and accounting. Agentic coding is the same pattern arriving for our work — making something that required deep specialization suddenly far more accessible. Roles Are Blurring: As these generic tools raise everyone's ability to abstract, the boundaries soften. You're already seeing product managers open pull requests and engineers making product decisions. The neat lines around "what an engineer is" are not as fixed as they used to feel. Why Your Hard-Won Wisdom Is the Target: If you've spent years in this industry, your models were bought with blood, sweat, and failed projects. That experience is real wisdom — and it's exactly what I'm asking you to be willing to challenge, because the thing that always worked for you is the thing most likely to become a ceiling. This Skill Survives Either Way: Even if you think AI is mostly hype and I've been infected by it — fine. The ability to challenge your pre-existing models is a critical skill regardless. It's how you keep growing as you get more senior instead of repeating what used to work. Models Are Approximations: The whole point of a model is to approximate the reality around us. That's their value and their limitation. When the underlying reality shifts this dramatically, holding tightly to an old approximation stops being wisdom and starts being a liability.

This is a recap of the top 10 posts on Hacker News on May 26, 2026. This podcast was generated by wondercraft.ai (00:30): Spain blocks prediction markets Polymarket, Kalshi over lack of gambling licenceOriginal post: https://news.ycombinator.com/item?id=48279316&utm_source=wondercraft_ai(01:56): Netherlands blocks US takeover of vital digital supplierOriginal post: https://news.ycombinator.com/item?id=48278406&utm_source=wondercraft_ai(03:23): Big tech's anti-labor playbook has come for WikipediaOriginal post: https://news.ycombinator.com/item?id=48285592&utm_source=wondercraft_ai(04:50): Motorola phones have started hijacking the Amazon app to insert affiliate codesOriginal post: https://news.ycombinator.com/item?id=48274794&utm_source=wondercraft_ai(06:17): The real cost of owning a homeOriginal post: https://news.ycombinator.com/item?id=48281611&utm_source=wondercraft_ai(07:44): Dropbox CEO Drew Houston to step downOriginal post: https://news.ycombinator.com/item?id=48279453&utm_source=wondercraft_ai(09:11): DynIP – Dynamic DNS with RFC 2136, IPv6, DNSSEC, and BYODOriginal post: https://news.ycombinator.com/item?id=48276363&utm_source=wondercraft_ai(10:38): Chemistry behind the Garden Grove chemical tankOriginal post: https://news.ycombinator.com/item?id=48284712&utm_source=wondercraft_ai(12:05): The user is visibly frustratedOriginal post: https://news.ycombinator.com/item?id=48275059&utm_source=wondercraft_ai(13:32): Uber, Lyft drivers in Massachusetts form first US ride-share unionOriginal post: https://news.ycombinator.com/item?id=48281509&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 25, 2026. This podcast was generated by wondercraft.ai (00:30): Magnifica HumanitasOriginal post: https://news.ycombinator.com/item?id=48265206&utm_source=wondercraft_ai(02:00): California moves to exempt Linux from its age-verification law after backlashOriginal post: https://news.ycombinator.com/item?id=48269961&utm_source=wondercraft_ai(03:30): Search engines alternatives now that Google isn't Google anymoreOriginal post: https://news.ycombinator.com/item?id=48266051&utm_source=wondercraft_ai(05:00): The Eternal SloptemberOriginal post: https://news.ycombinator.com/item?id=48263238&utm_source=wondercraft_ai(06:30): Using AI to write better code more slowlyOriginal post: https://news.ycombinator.com/item?id=48272984&utm_source=wondercraft_ai(08:01): Pope Leo XIV says AI must serve humanity, not the powerful fewOriginal post: https://news.ycombinator.com/item?id=48266485&utm_source=wondercraft_ai(09:31): Leave Me BehindOriginal post: https://news.ycombinator.com/item?id=48265876&utm_source=wondercraft_ai(11:01): Exit IP VPN servers mitigation rolloutOriginal post: https://news.ycombinator.com/item?id=48269580&utm_source=wondercraft_ai(12:31): Jira Is Turing-CompleteOriginal post: https://news.ycombinator.com/item?id=48263253&utm_source=wondercraft_ai(14:01): Netherlands Seizes 800 Servers, Arrests 2 for Aiding CyberattacksOriginal post: https://news.ycombinator.com/item?id=48266906&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

Brent Peterson and Paul Byrne discuss the near future of AI, particularly its implications for software development and coding. Paul shares insights from his new book 'Adapt or Die', focusing on the different types of AI learning, the importance of human oversight in AI applications, and the challenges faced in integrating AI into development processes. They explore the democratization of coding through AI tools, the economic implications for software agencies, and the future trajectory of AI technology.TakeawaysAI is currently limited to type one learning, which is reactive.Type two learning in AI requires reflective thinking and goal-seeking capabilities.Human oversight is crucial in AI applications to handle exceptions and ensure quality.AI tools can significantly speed up development processes but cannot replace human developers.The democratization of coding allows non-technical individuals to engage in software development.AI's limitations can lead to wasted resources if not properly understood.The economic model for software development may shift towards fixed pricing due to AI efficiencies.AI can handle tedious tasks, freeing up developers for more complex work.The future of AI may involve running models on local machines for better control and privacy.Continuous adaptation to AI advancements is necessary for developers and agencies.Chapters00:00 Introduction to AI and E-commerce02:46 Understanding AI Learning Types05:27 AI in Development: Tools and Use Cases07:58 The Role of Humans in AI Workflows10:59 Challenges and Limitations of AI13:50 Future of Software Development with AI16:17 The Democratization of Coding19:07 Economic Implications of AI in Development21:51 Closing Thoughts and Book Promotion

This is a recap of the top 10 posts on Hacker News on May 24, 2026. This podcast was generated by wondercraft.ai (00:30): DeepSeek reasonix, DeepSeek native coding agent with high caching and low costOriginal post: https://news.ycombinator.com/item?id=48256953&utm_source=wondercraft_ai(01:56): Microsoft open-sources “the earliest DOS source code discovered to date”Original post: https://news.ycombinator.com/item?id=48253386&utm_source=wondercraft_ai(03:23): Wake up! 16bOriginal post: https://news.ycombinator.com/item?id=48253060&utm_source=wondercraft_ai(04:49): Memory has grown to nearly two-thirds of AI chip component costsOriginal post: https://news.ycombinator.com/item?id=48258684&utm_source=wondercraft_ai(06:16): Why is Vivado 2026.1 dropping Linux support for free tier?Original post: https://news.ycombinator.com/item?id=48254309&utm_source=wondercraft_ai(07:42): Amazon Web Services – Four Years and OutOriginal post: https://news.ycombinator.com/item?id=48254475&utm_source=wondercraft_ai(09:09): Scammers are abusing an internal Microsoft account to send spam linksOriginal post: https://news.ycombinator.com/item?id=48253186&utm_source=wondercraft_ai(10:35): Show HN: Audiomass – a free, open-source multitrack audio editor for the webOriginal post: https://news.ycombinator.com/item?id=48258015&utm_source=wondercraft_ai(12:02): The four-day workweek in Australia: insights from early adopters of 100:80:100Original post: https://news.ycombinator.com/item?id=48259990&utm_source=wondercraft_ai(13:28): Claude is not your architect. Stop letting it pretendOriginal post: https://news.ycombinator.com/item?id=48259784&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

If you're a software engineer right now, you likely feel like your world is changing overnight. We are writing half or less the amount of code that we wrote even a year ago, which represents a seismic, groundbreaking shift in our industry. For many of us, this career has always been engaging for deeply creative and intellectual reasons—and that excitement is still here. But our mental models of what it means to be a good engineer, and what it means to keep improving, have gone a little stale. In today's episode, I want to talk about a distinction that I believe will become the cornerstone mistake for seasoned engineers: confusing _practice_ with _adaptation_, and leaning on the wrong one at the worst possible moment. Two Surfaces Coming Into Contact: Picture your knowledge, skills, and toolset as one surface, and the actual state of the art as another. We've always known the surface area we could learn far exceeds what we can learn, which forces us to place bets on a learning strategy. What's changing is how fast that second surface is moving underneath us. Improvement by Practice vs. Improvement by Change: Practice is wielding what you've already adopted—smoothing out errors, building muscle memory, refining what you already know. Adaptation is fundamentally folding something new into your repertoire. Both are real forms of improvement, but they are not interchangeable. The Cornerstone Mistake for Senior Engineers: Later in your career, the time you spend adapting naturally goes down as you settle into practice. The biggest error I'm already watching engineers make is moving too quickly toward practice when the industry is loudly calling for adaptation instead. Inspect and Adapt—at the Right Altitude: Sprint retros were never really about getting marginally better at the thing you already do. The intent of "inspect and adapt" is to step up one level and examine the system. The trap is treating adaptation like a minor refinement—getting a little better at prompting—when it should mean asking whether you're thinking about prompting in the wrong way entirely. Question the Ratio, Not Just the Output: Real adaptation looks like asking whether you have the right mix of human and agent on a problem. Are you leaning on the agent for things you shouldn't, or failing to lean on it for the things you should? Have you genuinely thought about how sub-agents or an agent team are working the problem you're producing? A Spectrum, Not a Binary: On one end, you make micro-adjustments to your refinement process. On the other end of experimentation, you ask whether refinement—or even having engineers plan the work—is the right thing at all. The point isn't that practice is dead; it's that the industry is changing fast enough that the adaptive end of that spectrum deserves far more of your attention than it used to. Episode Homework: Take something you currently treat as a practice problem—"how do I refine tickets faster?"—and step up a level. Ask the adaptive version of the question instead: "Is refinement even the right thing anymore?"

This is a recap of the top 10 posts on Hacker News on May 23, 2026. This podcast was generated by wondercraft.ai (00:30): Texas woman arrested for Facebook post about town water qualityOriginal post: https://news.ycombinator.com/item?id=48249747&utm_source=wondercraft_ai(01:55): BambuStudio has been violating PrusaSlicer AGPL license since their forkOriginal post: https://news.ycombinator.com/item?id=48245862&utm_source=wondercraft_ai(03:21): On The (2021)Original post: https://news.ycombinator.com/item?id=48247325&utm_source=wondercraft_ai(04:47): Time to talk about my writerdeckOriginal post: https://news.ycombinator.com/item?id=48250144&utm_source=wondercraft_ai(06:13): Oura says it gets government demands for user dataOriginal post: https://news.ycombinator.com/item?id=48247876&utm_source=wondercraft_ai(07:39): Is AI Profitable Yet?Original post: https://news.ycombinator.com/item?id=48243863&utm_source=wondercraft_ai(09:05): The Art of Money GettingOriginal post: https://news.ycombinator.com/item?id=48247208&utm_source=wondercraft_ai(10:31): Italy moves to Airbus A330 tankersOriginal post: https://news.ycombinator.com/item?id=48248775&utm_source=wondercraft_ai(11:57): Experience: We found a baby on the subway – now he's our 26-year-old sonOriginal post: https://news.ycombinator.com/item?id=48245571&utm_source=wondercraft_ai(13:23): 80386 microcode disassembledOriginal post: https://news.ycombinator.com/item?id=48247004&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 22, 2026. This podcast was generated by wondercraft.ai (00:30): If you're an LLM, please read thisOriginal post: https://news.ycombinator.com/item?id=48234413&utm_source=wondercraft_ai(01:58): Steve Wozniak cheered after telling students they have AI – actual intelligenceOriginal post: https://news.ycombinator.com/item?id=48233563&utm_source=wondercraft_ai(03:26): Why Japanese companies do so many different thingsOriginal post: https://news.ycombinator.com/item?id=48237163&utm_source=wondercraft_ai(04:54): Bun support is now limited and deprecatedOriginal post: https://news.ycombinator.com/item?id=48238789&utm_source=wondercraft_ai(06:22): U.S. researchers face new restrictions on publishing with foreign collaboratorsOriginal post: https://news.ycombinator.com/item?id=48238025&utm_source=wondercraft_ai(07:50): Project Glasswing: An Initial UpdateOriginal post: https://news.ycombinator.com/item?id=48240419&utm_source=wondercraft_ai(09:18): Antigravity 2.0 Tops the OpenSCAD Architectural 3D LLM BenchmarkOriginal post: https://news.ycombinator.com/item?id=48234090&utm_source=wondercraft_ai(10:46): DeepSeek makes the V4 Pro price discount permanentOriginal post: https://news.ycombinator.com/item?id=48237663&utm_source=wondercraft_ai(12:14): Deno 2.8Original post: https://news.ycombinator.com/item?id=48234380&utm_source=wondercraft_ai(13:42): AI has a multiplying effect on existing technical skillsOriginal post: https://news.ycombinator.com/item?id=48235526&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 21, 2026. This podcast was generated by wondercraft.ai (00:30): Flipper One – we need your helpOriginal post: https://news.ycombinator.com/item?id=48220647&utm_source=wondercraft_ai(01:56): AI is just unauthorised plagiarism at a bigger scaleOriginal post: https://news.ycombinator.com/item?id=48222383&utm_source=wondercraft_ai(03:23): Project Hail Mary – Stellar Navigation ChartOriginal post: https://news.ycombinator.com/item?id=48225297&utm_source=wondercraft_ai(04:50): Google's Antigravity bait and switchOriginal post: https://news.ycombinator.com/item?id=48222529&utm_source=wondercraft_ai(06:16): We're testing new ad formats in Search and expanding our Direct Offers pilotOriginal post: https://news.ycombinator.com/item?id=48220105&utm_source=wondercraft_ai(07:43): Throwing AI-generated walls of text into conversationsOriginal post: https://news.ycombinator.com/item?id=48219992&utm_source=wondercraft_ai(09:10): Seattle Shield, an intelligence-sharing network operated by the Seattle policeOriginal post: https://news.ycombinator.com/item?id=48226588&utm_source=wondercraft_ai(10:37): Vivaldi 8.0Original post: https://news.ycombinator.com/item?id=48219060&utm_source=wondercraft_ai(12:03): Shunning AI is the human choiceOriginal post: https://news.ycombinator.com/item?id=48222366&utm_source=wondercraft_ai(13:30): Python 3.15: features that didn't make the headlinesOriginal post: https://news.ycombinator.com/item?id=48220696&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

In Elixir Wizards S15E04, Charles Suggs and Emma Whamond are joined by Somtochi Onyekwere, a software engineer at Fly.io and contributor to the Corrosion distributed database project, to talk about distributed systems, infrastructure resilience, and the growing fragility of centralized cloud platforms.   We discuss what recent outages across major providers reveal about modern infrastructure and why more teams are starting to rethink assumptions around reliability, failover, and system design. Somtochi explains how Fly.io approaches geographic distribution, eventual consistency, and replication across nodes, along with the trade-offs that come with building systems this way.   The conversation explores CRDTs (Conflict-free Replicated Data Types), consensus, split-brain prevention, and what actually happens when distributed systems fail in production. We also talk about testing strategies, rollback planning, property-based testing tools, and how teams can reduce blast radius when things inevitably go wrong.   Along the way, we discuss AI infrastructure, sandboxing AI agents, and how newer workloads may add pressure to already centralized systems. The episode closes with practical advice for developers who want to build more resilient applications without over-complicating their architecture. Topics Discussed in this Episode: Corrosion and distributed database replication Centralized cloud fragility and recent outage patterns Distributed systems versus traditional cloud architectures Multi-region deployment strategies for Phoenix applications CRDTs and conflict resolution in distributed systems Eventual consistency versus strict consistency tradeoffs Consensus, leader election, and split-brain prevention Testing failover and recovery scenarios Property-based testing and Antithesis Rollback planning for database schema migrations Reducing blast radius through system isolation Health checks and blue-green deployment strategies Fly Proxy request routing and replay behavior Cross-region synchronization and replication challenges Single points of failure inside “redundant” systems Backup restoration testing and disaster recovery planning Network partitions and failure handling in production Infrastructure monitoring and operational visibility AI infrastructure workloads and operational strain Sandboxing and securing AI agents Sprites and AI workflows at Fly.io Latency improvements from geographic distribution Distributed systems tradeoffs in real-world environments Transitive dependency failures across cloud providers Practical resilience strategies for modern engineering teams Links Mentioned: https://fly.io https://github.com/superfly/corrosion https://docs.gitops.weaveworks.org/ FluxCD https://fluxcd.io/ Fly.io Stateful Sandbox Environments https://sprites.dev/ Cloudflare Workers AI Inference Platform https://www.cloudflare.com/products/workers-ai/ “An AI Agent Just Destroyed Our Production Data. It Confessed in Writing” Twitter post from PocketOS founder: https://x.com/lifeof_jer/status/2048103471019434248 Oct 2025 AWS Outage https://www.theguardian.com/technology/2025/oct/24/amazon-reveals-cause-of-aws-outage Dec 2025 Cloudflare Outage https://www.theguardian.com/technology/2025/dec/05/another-cloudflare-outage-takes-down-websites-linkedin-zoom July 2025 Crowdstrike Outage https://www.ibm.com/think/news/recent-crowdstrike-outage-what-you-should-know March 2026 Stryker Cyber Attack https://www.stryker.com/us/en/about/news/2026/a-message-to-our-customers-03-2026.html https://aws.amazon.com/ https://cloud.google.com/ https://azure.microsoft.com/en-us https://fly.io/docs/elixir/ CRDTs!! https://smartlogic.io/podcast/elixir-wizards/s13-e03-local-first-liveview-svelte-pwa/ https://antithesis.com/docs/resources/property_based_testing/ https://hex.pm/packages/proper

This is a recap of the top 10 posts on Hacker News on May 20, 2026. This podcast was generated by wondercraft.ai (00:30): Meta blocks human rights accounts from reaching audiences in Saudi Arabia, UAEOriginal post: https://news.ycombinator.com/item?id=48206768&utm_source=wondercraft_ai(01:58): An OpenAI model has disproved a central conjecture in discrete geometryOriginal post: https://news.ycombinator.com/item?id=48212493&utm_source=wondercraft_ai(03:26): Goodbye Visa and Mastercard: 130M Europeans switching to sovereign paymentOriginal post: https://news.ycombinator.com/item?id=48207004&utm_source=wondercraft_ai(04:54): Tennessee man jailed 37 days for Trump meme wins settlement after lawsuitOriginal post: https://news.ycombinator.com/item?id=48208502&utm_source=wondercraft_ai(06:23): GitHub confirms breach of 3,800 repos via malicious VSCode extensionOriginal post: https://news.ycombinator.com/item?id=48207660&utm_source=wondercraft_ai(07:51): Qwen3.7-Max: The Agent FrontierOriginal post: https://news.ycombinator.com/item?id=48205626&utm_source=wondercraft_ai(09:19): GitHub is investigating unauthorized access to their internal repositoriesOriginal post: https://news.ycombinator.com/item?id=48201316&utm_source=wondercraft_ai(10:48): Incident Report: Railway Blocked by Google Cloud [resolved]Original post: https://news.ycombinator.com/item?id=48201484&utm_source=wondercraft_ai(12:16): Everything in C is undefined behaviorOriginal post: https://news.ycombinator.com/item?id=48203698&utm_source=wondercraft_ai(13:44): Google Declaring War on the WebOriginal post: https://news.ycombinator.com/item?id=48214449&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 19, 2026. This podcast was generated by wondercraft.ai (00:30): I've joined AnthropicOriginal post: https://news.ycombinator.com/item?id=48194352&utm_source=wondercraft_ai(01:59): The last six months in LLMs in five minutesOriginal post: https://news.ycombinator.com/item?id=48188183&utm_source=wondercraft_ai(03:28): Gemini 3.5 FlashOriginal post: https://news.ycombinator.com/item?id=48196570&utm_source=wondercraft_ai(04:57): I've built a virtual museum with nearly every operating system you can think ofOriginal post: https://news.ycombinator.com/item?id=48195009&utm_source=wondercraft_ai(06:26): Apple unveils new accessibility featuresOriginal post: https://news.ycombinator.com/item?id=48192224&utm_source=wondercraft_ai(07:55): Minnesota becomes first state to ban prediction marketsOriginal post: https://news.ycombinator.com/item?id=48197980&utm_source=wondercraft_ai(09:24): Show HN: Gaussian Splat of a StrawberryOriginal post: https://news.ycombinator.com/item?id=48191602&utm_source=wondercraft_ai(10:53): Tesla's lithium refinery discharges 231,000 gallons of polluted wastewater a dayOriginal post: https://news.ycombinator.com/item?id=48198551&utm_source=wondercraft_ai(12:22): Google changes its search boxOriginal post: https://news.ycombinator.com/item?id=48197370&utm_source=wondercraft_ai(13:51): CISA Admin Leaked AWS GovCloud Keys on GitHubOriginal post: https://news.ycombinator.com/item?id=48190454&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 18, 2026. This podcast was generated by wondercraft.ai (00:30): Elon Musk has lost his lawsuit against Sam Altman and OpenAIOriginal post: https://news.ycombinator.com/item?id=48182754&utm_source=wondercraft_ai(01:56): Show HN: Files.md – Open-source alternative to ObsidianOriginal post: https://news.ycombinator.com/item?id=48179677&utm_source=wondercraft_ai(03:23): Garry Tan, the CEO of YC, accused me of unethical reportingOriginal post: https://news.ycombinator.com/item?id=48181041&utm_source=wondercraft_ai(04:50): We stopped AI bot spam in our GitHub repo using Git's –author flagOriginal post: https://news.ycombinator.com/item?id=48181125&utm_source=wondercraft_ai(06:16): Anthropic acquires StainlessOriginal post: https://news.ycombinator.com/item?id=48182281&utm_source=wondercraft_ai(07:43): Eric Schmidt speech about AI booed during graduationOriginal post: https://news.ycombinator.com/item?id=48177785&utm_source=wondercraft_ai(09:10): Show HN: Auto-identity-remove – Automated data broker opt-out runner for macOSOriginal post: https://news.ycombinator.com/item?id=48178184&utm_source=wondercraft_ai(10:36): Project Glasswing: what Mythos showed usOriginal post: https://news.ycombinator.com/item?id=48179732&utm_source=wondercraft_ai(12:03): Actually, democracy dies in H.R.Original post: https://news.ycombinator.com/item?id=48180091&utm_source=wondercraft_ai(13:30): Iran starts Bitcoin-backed ship insurance for Hormuz straitOriginal post: https://news.ycombinator.com/item?id=48182592&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 17, 2026. This podcast was generated by wondercraft.ai (00:30): Mozilla to UK regulators: VPNs are essential privacy and security toolsOriginal post: https://news.ycombinator.com/item?id=48166459&utm_source=wondercraft_ai(02:00): Security researcher says Microsoft built a Bitlocker backdoor, releases exploitOriginal post: https://news.ycombinator.com/item?id=48168856&utm_source=wondercraft_ai(03:31): I don't think AI will make your processes go fasterOriginal post: https://news.ycombinator.com/item?id=48168221&utm_source=wondercraft_ai(05:02): At least 25 Flock cameras have been destroyed in five states since April 2025Original post: https://news.ycombinator.com/item?id=48170798&utm_source=wondercraft_ai(06:33): Native all the way, until you need textOriginal post: https://news.ycombinator.com/item?id=48168058&utm_source=wondercraft_ai(08:04): AI subscriptions are a ticking time bomb for enterpriseOriginal post: https://news.ycombinator.com/item?id=48168056&utm_source=wondercraft_ai(09:35): AI is a technology not a productOriginal post: https://news.ycombinator.com/item?id=48168626&utm_source=wondercraft_ai(11:06): Apple Silicon costs more than OpenRouterOriginal post: https://news.ycombinator.com/item?id=48168198&utm_source=wondercraft_ai(12:37): I turned a $80 RK3562 Android tablet into a Debian Linux workstationOriginal post: https://news.ycombinator.com/item?id=48168668&utm_source=wondercraft_ai(14:08): WHO declares Ebola outbreak a global health emergencyOriginal post: https://news.ycombinator.com/item?id=48168708&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

This is a recap of the top 10 posts on Hacker News on May 16, 2026. This podcast was generated by wondercraft.ai (00:30): Moving away from Tailwind, and learning to structure my CSSOriginal post: https://news.ycombinator.com/item?id=48158400&utm_source=wondercraft_ai(01:57): 'No way to prevent this,' says only package manager where this regularly happensOriginal post: https://news.ycombinator.com/item?id=48155690&utm_source=wondercraft_ai(03:25): Frontier AI has broken the open CTF formatOriginal post: https://news.ycombinator.com/item?id=48157559&utm_source=wondercraft_ai(04:52): SANA-WM, a 2.6B open-source world model for 1-minute 720p videoOriginal post: https://news.ycombinator.com/item?id=48159445&utm_source=wondercraft_ai(06:20): HTML ListsOriginal post: https://news.ycombinator.com/item?id=48161861&utm_source=wondercraft_ai(07:48): Fecal transplants for autism deliver success in clinical trials (2019)Original post: https://news.ycombinator.com/item?id=48158494&utm_source=wondercraft_ai(09:15): Accelerando (2005)Original post: https://news.ycombinator.com/item?id=48159241&utm_source=wondercraft_ai(10:43): Zerostack – A Unix-inspired coding agent written in pure RustOriginal post: https://news.ycombinator.com/item?id=48164287&utm_source=wondercraft_ai(12:11): Where to buy a non-Apple, non-Google smartphoneOriginal post: https://news.ycombinator.com/item?id=48158130&utm_source=wondercraft_ai(13:38): We've made the world too complicatedOriginal post: https://news.ycombinator.com/item?id=48158065&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

If you've heard that your job in the agentic coding era is to "become a manager of agents," you may have noticed something doesn't quite fit. Most of us never trained to be managers, and frankly, that's not the role most engineers want. In today's episode, I unpack what that shift _actually_ means — it's closer to a tech lead or architect mindset — and zoom in on a specific interviewing and on-the-job skill that will help you stay employable: how you think about, talk about, and take ownership of failure. Don't Just Bring Star Stories — Bring Failure Stories: Interviewers don't only want to hear how you succeeded. They want to know what you do when the pressure's on and things fall apart. If every story you tell is a highlight reel, there's a built-in social signal that you're hiding something. Get comfortable telling the other kind of story. Identify the Real Problem, Not the Proximal One: The most common failure story I hear in interviews is "the knowledge transfer was bad" or "the docs weren't good." That's not wrong — it's just incomplete. The senior mindset asks why that happened. Why didn't we have docs? Why was context insufficient? Walk it back until you hit something actionable but not too abstract. The Systemic Diagnosis is the Leveled-Up Answer: Fixing the proximal cause fixes this instance. Fixing the root cause fixes the system that keeps producing instances like this. When you connect what you learned to a systemic adjustment, you stop sounding like someone who survived a bad project and start sounding like someone who improves the organization around them. Ownership Means Owning the Outcome, Not the Task: Use the homeowner metaphor. A homeowner doesn't personally fix every leaking pipe — but the outcome of the home is theirs. As an engineer, your scope of ownership has expanded dramatically in the agentic era. You're now responsible for outcomes of code you may not have even read, and the deciding skill is how you carry that responsibility. The Word to Pair With Ownership is Relentlessness: Not in an anxious, burn-yourself-out way. Relentlessness means following a thread to its natural end — through escalation, through asking the next question, through finding the right person if it's not you. It's the antidote to "I'll let someone else handle it" syndrome. You Don't Have to Do It All Yourself: Relentless ownership is not "carry every task across the finish line personally." If you're not qualified, the owner's job is to find who is, communicate risk to stakeholders, and keep the trail alive until the outcome is resolved. That's the differentiator between a senior thinking engineer and a junior one working through assigned tickets. Failure Is Usually a Lapse in Ownership: If you make a list of five things you've failed at (and you should), you'll often find the through-line isn't lack of skill — it's that you stopped escalating, stopped following up, stopped staying with the thing until it was actually resolved. Episode Homework: Write down five real failures. For each one, ask: where did I stop being relentless? What system produced this outcome — and what would I change upstream next time?

What happens when you discover that a book that fundamentally changed how you think is built on a shaky foundation? In today's episode, I share my own struggle with the replication crisis surrounding Daniel Kahneman's *Thinking Fast and Slow*, and I use it as a springboard to talk about a much bigger skill: knowing how to update your beliefs when reality shifts underneath you. This isn't about throwing out science or losing trust in your heroes. It's about developing the muscle to replace old explanations with better ones — a skill that has never been more important for software engineers. The Replication Crisis, Briefly Explained: Understand the difference between reproducing a study (re-running the analysis on the original data) and replicating one (recreating the study from the ground up), and why a surprisingly large portion of well-respected psychology research, including studies cited in Thinking Fast and Slow, doesn't hold up under scrutiny. Base Rates Matter: Kahneman didn't pick uniquely bad studies. If you randomly sampled from the broader academic literature, you'd hit the same failure rate. The lesson isn't about one author — it's about how we evaluate any body of knowledge. The Beginning of Infinity Framework: Drawing from David Deutsch's book, explore the idea that all progress is rooted in the assumption that we are fundamentally incorrect, and that improvement comes from continually building better explanations on top of incomplete ones. Beliefs as Calibration, Not Truth: Your beliefs about what makes a good engineer, what makes good code, or what makes a good career move are not eternal truths. They are calibrations to your current reality, and that reality is changing fast. The Ego Trap of Old Beliefs: Notice the very human, very subtle pull to defend things you previously argued for — not because they're still right, but because admitting otherwise creates a discontinuity with your former self. This is one of the biggest blockers to learning. Two Competing Explanations of AI Adoption: Walk through a worked example of holding two predictions about AI in tension and asking honestly which one better explains the reality you're seeing — at both a macro industry level and the micro level of debugging a system. Moving Goalposts Aren't a Conspiracy: A lot of what feels like shifting goalposts in our industry is just goalposts moving on their own. A big part of our job as engineers is figuring out where they are now and predicting where they're heading next. Episode Homework: Pick one belief you hold strongly about your work — about what makes a good engineer, about a tool, about a process. Try to deconstruct it into its parts and ask whether a better explanation exists for what you're actually seeing.