Podcasts about Io

Ethereum's next big leap might not look like a single “flip the switch” moment—but it could change how the chain verifies everything. In this episode, Ansgar Dietrichs comes back to unpack the ZK EVM: why “re-executing every block” has been Ethereum's hidden scaling tax, how real-time proofs finally make a different verification model viable, and what it would take to transition safely without sacrificing the verifiability that keeps Ethereum credibly neutral. They explore the three true bottlenecks of blockchain scaling (compute, IO, bandwidth), the roadmap from optional proofs to mandatory proofs, and why client diversity could look radically different in a ZK-native future. ---

Presented by Morningline.IO, Wednesday's Race of the Day is Turfway Park's seventh race. David Aragona and Mike Beer analyze here.

The Race of the Day for Thursday is the the eighth at Oaklawn Park presented by Morningline.IO. Check out the analysis from David Aragona and Mike Beer.

Presented by Morningline.IO, this Friday, don't miss the Race of the Day: Trivista Overnight Stakes at Oaklawn Park. David Aragona and Mike Beer share their expert perspectives.

This past year, producer and host of AFB Possibilities Tony Stephens traveled to west Virginia to capture the stories of six individuals who are blind or have low vision. Traveling by train from the East Coast, he experienced first hand the states beauty and ruggedness as they crawled through the Appalachian Mountains before settling on the banks of the Ohio River. What he discovered was a strong spirit of independence standing on the shoulders of communities that strive to take care of one-another. The same values that made these mountain towns thrive in the early days of our nation's founding remain just as strong today in the stories of these six individuals: Heather, Lee, Earl, Asher, John and Aaron. The stories were featured in the 2025 documentary short film Unseen Horizons, which is available to watch on YouTube. A production of the American Foundation for the Blind (AFB), the documentary film was made possible through the generous support of the Teubert Foundation. Produced and edited by Tony Stephens at the Pickle Factory in Baltimore, Maryland with digital media support from Kelly Gasque and Breanna Kerr. Theme music for this episode is "As Far As the Eye Can See" by Tristan Barton licensed through ArtList.IO. Visit the podcast page on our website and consider making a gift today to support our work creating a world of endless possibilities for people who are blind or have low vision. This podcast is powered by Pinecast.

Once again, FCC Commissioner Brendan Carr and his bad ideas about free speech have rankled a late night host. And once again, Nilay and David talk through what the equal-time rule actually means, why organizations keep caving, and why it's apparently up to people like Stephen Colbert and Jimmy Kimmel to fight back. After that, the hosts discuss the facial recognition feature Meta hopes to launch for its smart glasses, plus the gadgets we're likely to see Apple launch in the couple of weeks. In the lightning round, we get some bleak news on Tesla's self-driving skills, a robovac security disaster, and the future of Warner Bros. Further reading: Why CBS Didn't Broadcast Stephen Colbert's Interview With James Talarico Stephen Colbert says CBS banned him from airing this James Talarico interview  Why Everyone's Talking About Stephen Colbert, CBS, The FCC And James Talarico Meta reportedly wants to add face recognition to smart glasses while privacy advocates are distracted From the NYT: Meta Plans to Add Facial Recognition Technology to Its Smart Glasses Apple's doing something on March 4th  Apple is reportedly planning to launch AI-powered glasses, a pendant, and AirPods  Apple starts testing end-to-end encrypted RCS messages on iPhone  Apple's Podcasts app will let you ‘seamlessly' switch between audio and video shows  Looks like we can expect more AI from the Galaxy S26 camera. | The Verge Google announces dates for I/O 2026  Western Digital says it's “pretty much soldout” for 2026.  Valve's Steam Deck OLED will be ‘intermittently' out of stock because of the RAM crisis  Switch 2 pricing and next PlayStation release could be impacted by memory shortage  Tesla's robotaxis have crashed 14 times in 9 months.  Tesla won't use the term ‘Autopilot' in California anymore Why are Epstein's emails full of equals signs? 4chan's creator says ‘Epstein had nothing to do' with creating infamous far-right board /pol/ DJI's first robovac is an autonomous cleaning drone you can't trust The DJI Romo robovac had security so poor, this man remotely accessed thousands of them DJI says yes, it will fix its other Romo robovac security hole within weeks Samsung ad confirms rumors of a useful S26 ‘privacy display'  Warner Bros. Discovery gives Paramount one week to present its ‘best and final' offer  WordPress' new AI assistant will let users edit their sites with prompts  Subscribe to The Verge for unlimited access to theverge.com, subscriber-exclusive newsletters, and our ad-free podcast feed.We love hearing from you! Email your questions and thoughts to vergecast@theverge.com or call us at 866-VERGE11. Learn more about your ad choices. Visit podcastchoices.com/adchoices

In episode 105, we finally get the stream dialed and dive straight into hands‑on Bitcoin mining and open-source hardware updates. We share the latest on Ember One: a sneaky IO voltage domain bug uncovered by Mujina dev Ryan led to a desk‑side hardware fix that's now pushing ~2 TH/s (target is 3.6 TH/s across 12 chips with proper cooling). We unpack chip and hashboard design lore—from stacked voltage domains and reliability in long chains to the insider politics at big silicon shops like Intel. We talk why selling chips openly matters, how spec sheets unlock real builder momentum, and why third‑party system builders (think Epic Blockchain) can grease the skids between chipmakers and end products.We cover Mujina's trajectory toward a universal, Linux‑first, open firmware for miners—auto‑detect dreams vs config realities—and near‑term support for Ember One's Intel boards and existing Antminers. We riff on home‑miner UX, remote monitoring, and agent/LLM tooling (cron‑job‑with‑superpowers, heartbeats, MCP integrations) to tune, alert, and manage miners. There's buzz around FutureBit's Apollo 3 (likely Auradine chips), open vs lawyered licenses, and the path from FPGA teaching rigs to community‑designed ASICs. We celebrate community hashing on the 256F HydroPool hash‑dash, solo‑block wins, and Heat Punk Summit prep (immersion hot tub included). Plus, a call to action: support developer freedom at change.org/billandkeonne. It's a dense, builder‑first session on chips, firmware, agents, and bringing practical hashrate‑heat products to life.

Microsoft might finally give power users what they've been demanding: the ability to move the Windows 11 taskbar wherever they want. Plus, 3 major new chapters in Paul's next book, and a strange pick that solves his big issue with Windows Spotlight. Windows 11 Potentially good news for the 13 people who want to move the Taskbar to a different screen side Beta (but not Dev) with one new "feature" Release Preview for 24H2/25H2 with emoji 16.0, QMR improvements, network speed test, pan and tilt controls for compatible cameras, widgets improvements, more Lenovo revenues up 18% to $22.2 billion AI/Dev Google announces 30-second audio generation Google sets a date for I/O 2026, but where in the Carmen Diego is Build 2026? Android 17 Beta is here with an even shorter runway With '26.3 out, Apple releases '26.4 Beta 1s Xbox and gaming Phil Spencer is always in the spotlight, but he's been on the down-low for months Some hints for the future coming GDC 2026 Kingdom Come Deliverance II, Witcher 3, more coming to Xbox Game Pass Avowed comes to the PlayStation 5 along with the Anniversary Update Microsoft is retiring user-created Xbox social clubs NVIDIA GeForce Now comes to Amazon Fire TV 4K Sticks Tips & picks Tip of the week: Major progress on De-Enshittify Windows 11, the book App pick of the week: Bing Wallpaper RunAs Radio this week: Hacking using AI with Erica Burgess Brown liquor pick of the week: Lot 40 100% Pot Still Rye Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit

Microsoft might finally give power users what they've been demanding: the ability to move the Windows 11 taskbar wherever they want. Plus, 3 major new chapters in Paul's next book, and a strange pick that solves his big issue with Windows Spotlight. Windows 11 Potentially good news for the 13 people who want to move the Taskbar to a different screen side Beta (but not Dev) with one new "feature" Release Preview for 24H2/25H2 with emoji 16.0, QMR improvements, network speed test, pan and tilt controls for compatible cameras, widgets improvements, more Lenovo revenues up 18% to $22.2 billion AI/Dev Google announces 30-second audio generation Google sets a date for I/O 2026, but where in the Carmen Diego is Build 2026? Android 17 Beta is here with an even shorter runway With '26.3 out, Apple releases '26.4 Beta 1s Xbox and gaming Phil Spencer is always in the spotlight, but he's been on the down-low for months Some hints for the future coming GDC 2026 Kingdom Come Deliverance II, Witcher 3, more coming to Xbox Game Pass Avowed comes to the PlayStation 5 along with the Anniversary Update Microsoft is retiring user-created Xbox social clubs NVIDIA GeForce Now comes to Amazon Fire TV 4K Sticks Tips & picks Tip of the week: Major progress on De-Enshittify Windows 11, the book App pick of the week: Bing Wallpaper RunAs Radio this week: Hacking using AI with Erica Burgess Brown liquor pick of the week: Lot 40 100% Pot Still Rye Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit

Microsoft might finally give power users what they've been demanding: the ability to move the Windows 11 taskbar wherever they want. Plus, 3 major new chapters in Paul's next book, and a strange pick that solves his big issue with Windows Spotlight. Windows 11 Potentially good news for the 13 people who want to move the Taskbar to a different screen side Beta (but not Dev) with one new "feature" Release Preview for 24H2/25H2 with emoji 16.0, QMR improvements, network speed test, pan and tilt controls for compatible cameras, widgets improvements, more Lenovo revenues up 18% to $22.2 billion AI/Dev Google announces 30-second audio generation Google sets a date for I/O 2026, but where in the Carmen Diego is Build 2026? Android 17 Beta is here with an even shorter runway With '26.3 out, Apple releases '26.4 Beta 1s Xbox and gaming Phil Spencer is always in the spotlight, but he's been on the down-low for months Some hints for the future coming GDC 2026 Kingdom Come Deliverance II, Witcher 3, more coming to Xbox Game Pass Avowed comes to the PlayStation 5 along with the Anniversary Update Microsoft is retiring user-created Xbox social clubs NVIDIA GeForce Now comes to Amazon Fire TV 4K Sticks Tips & picks Tip of the week: Major progress on De-Enshittify Windows 11, the book App pick of the week: Bing Wallpaper RunAs Radio this week: Hacking using AI with Erica Burgess Brown liquor pick of the week: Lot 40 100% Pot Still Rye Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit

Presented by Morningline.IO, this Friday, don't miss the Race of the Day: Cincinnati Trophy at Turfway Park. David Aragona and Mike Beer share their expert perspectives.

On Saturday, Morningline.IO presents the John Battaglia Memorial Stakes at Turfway Park as the Race of the Day. Catch the analysis from David Aragona and Mike Beer here.

OH!! IO!!! In episode one of season... Ohio (The Artist Formerly Known as Season 10), we meet a lot of guys who look exactly alike. The women are WAY over-qualified (if not therapized). Daisy calls HR on Ellyn. And Emma wants to go deep, but not that deep, because everything gives her "THE ICK!"

Microsoft might finally give power users what they've been demanding: the ability to move the Windows 11 taskbar wherever they want. Plus, 3 major new chapters in Paul's next book, and a strange pick that solves his big issue with Windows Spotlight. Windows 11 Potentially good news for the 13 people who want to move the Taskbar to a different screen side Beta (but not Dev) with one new "feature" Release Preview for 24H2/25H2 with emoji 16.0, QMR improvements, network speed test, pan and tilt controls for compatible cameras, widgets improvements, more Lenovo revenues up 18% to $22.2 billion AI/Dev Google announces 30-second audio generation Google sets a date for I/O 2026, but where in the Carmen Diego is Build 2026? Android 17 Beta is here with an even shorter runway With '26.3 out, Apple releases '26.4 Beta 1s Xbox and gaming Phil Spencer is always in the spotlight, but he's been on the down-low for months Some hints for the future coming GDC 2026 Kingdom Come Deliverance II, Witcher 3, more coming to Xbox Game Pass Avowed comes to the PlayStation 5 along with the Anniversary Update Microsoft is retiring user-created Xbox social clubs NVIDIA GeForce Now comes to Amazon Fire TV 4K Sticks Tips & picks Tip of the week: Major progress on De-Enshittify Windows 11, the book App pick of the week: Bing Wallpaper RunAs Radio this week: Hacking using AI with Erica Burgess Brown liquor pick of the week: Lot 40 100% Pot Still Rye Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit

Microsoft might finally give power users what they've been demanding: the ability to move the Windows 11 taskbar wherever they want. Plus, 3 major new chapters in Paul's next book, and a strange pick that solves his big issue with Windows Spotlight. Windows 11 Potentially good news for the 13 people who want to move the Taskbar to a different screen side Beta (but not Dev) with one new "feature" Release Preview for 24H2/25H2 with emoji 16.0, QMR improvements, network speed test, pan and tilt controls for compatible cameras, widgets improvements, more Lenovo revenues up 18% to $22.2 billion AI/Dev Google announces 30-second audio generation Google sets a date for I/O 2026, but where in the Carmen Diego is Build 2026? Android 17 Beta is here with an even shorter runway With '26.3 out, Apple releases '26.4 Beta 1s Xbox and gaming Phil Spencer is always in the spotlight, but he's been on the down-low for months Some hints for the future coming GDC 2026 Kingdom Come Deliverance II, Witcher 3, more coming to Xbox Game Pass Avowed comes to the PlayStation 5 along with the Anniversary Update Microsoft is retiring user-created Xbox social clubs NVIDIA GeForce Now comes to Amazon Fire TV 4K Sticks Tips & picks Tip of the week: Major progress on De-Enshittify Windows 11, the book App pick of the week: Bing Wallpaper RunAs Radio this week: Hacking using AI with Erica Burgess Brown liquor pick of the week: Lot 40 100% Pot Still Rye Hosts: Leo Laporte, Paul Thurrott, and Richard Campbell Download or subscribe to Windows Weekly at https://twit.tv/shows/windows-weekly Check out Paul's blog at thurrott.com The Windows Weekly theme music is courtesy of Carl Franklin. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit

This week we've got two folks making their pod debuts in a big way!Grace GozeGrace is a self proclaimed improv pervert and alumna of The Second City's 2024 Victor Wong Fellowship. She performs weekly with High Stakes Productions and currently her Harold team and first all-POC house team at iO, D.A.R.E. Dropouts Presents: After School Special is happening every Saturday at 9:30 pm. She also hosts, writes, and produces her very own late-night style talk show (that we had the privilege of being on) Good Graces Tonight.Cadence Messier Cadence is a comedian and improviser who hits all the major haunts in the city including but not limited to Annoyance, Second City, and Logan Square Improv. She performs with Jackie Bass as an iO House Team at The iO Theater.⁠Join our Patreon ⁠for $5 a month for bonus eps, back log eps, and exclusive premium content!Hosts:Hosts: ⁠Damian Anaya⁠, ⁠Tim Lyons⁠Sound by Nick

Presented by Morningline.IO, Wednesday's Race of the Day is the ninth at Turfway Park. Ashley Mailloux and Mike Beer analyze here.

The Race of the Day for Thursday is the race 8 at Oaklawn Park presented by Morningline.IO. Check out the analysis from Ashley Mailloux and Mike Beer.

In this episode of Next in Media, I sit down live at the Kochava Summit in Sandpoint, Idaho, with Charles Manning, founder and CEO of Kochava. We go deep on one of the most pressing questions facing the industry right now: how profound is the shift to agentic advertising and AI-driven workflows? Charles argues it is not a decade-long evolution like programmatic was. It is breathtakingly faster, and the companies that understand how to use their first-party data as a competitive kernel, rather than leaking it to the walled gardens, are the ones that will come out ahead. He draws a compelling analogy: if programmatic changed the auction, AI is about to change the workflow.We also dig into Kochava's CTV journey, from its mobile app roots to building measurement tools adopted by LG, Samsung, Vizio, and Roku, and how the view-and-do combo between the TV screen and the mobile device is creating powerful new outcome-based measurement opportunities for brands. Charles breaks down what holding companies should fear (and fix), why the ad tech supply chain is due for serious consolidation, and why he predicts a wave of take-privates and roll-ups followed by a bonanza of public offerings over the next two years. He also introduces Station One, Kochava's integrative AI hub that acts like a Slack for AI workflows, designed to help teams transform how they work without giving up control of their data. Key Highlights:⚡ AI vs. Programmatic: Charles explains why the shift to agentic advertising is moving breathtakingly faster than programmatic did. While programmatic took over a decade to fully reshape the auction, AI is set to transform the entire workflow within the next 16 months.

AI is accelerating faster than most IT organizations can keep up, and I&O leaders are feeling the impact. In this episode, Gartner experts Autumn Stanish and Paul Delory break down what AI's rapid rise really means for IT operations, and why doing nothing is no longer an option. Drawing from their Opening Keynote presented at Gartner IT Infrastructure, Operations & Cloud Strategies Conference, Autumn and Paul reveal the risks, realities and opportunities behind AI agents — and the urgent changes I&O teams must make to stay in front of the business instead of falling behind it. Tune in to discover: The growing risk of "AI agent sprawl" and how to prevent it Why outdated operating models make I&O the bottleneck for AI adoption How continuous operations creates the guardrails needed for safe, scalable AI The roadmap that prepares your infrastructure for AI agents today   Dig deeper: Download the I&O Leadership Roadmap Attend a Gartner I&O Conference near you Try out AskGartner for more AI-powered insights See how Gartner is the world authority on AI  

Fluent Fiction - Italian: Lost in a Maze: Embracing Vulnerability at Carnival Find the full episode transcript, vocabulary words, and more:fluentfiction.com/it/episode/2026-02-17-08-38-20-it Story Transcript:It: Il sole invernale splendeva sopra i Giardini di Villa Borghese, illuminando i cespugli coperti di brina.En: The winter sun shone over the Giardini di Villa Borghese, illuminating the frost-covered bushes.It: Era il periodo di Carnevale, e l'aria vibra di musica a distanza e risate.En: It was the Carnival period, and the air vibrated with distant music and laughter.It: Lorenzo e Giulia passeggiavano tranquillamente, due amici con obiettivi diversi ma una meta comune: il labirinto al centro del parco.En: Lorenzo and Giulia walked peacefully, two friends with different goals but a common destination: the maze at the center of the park.It: "Giulia, sei sicura che questo sia il modo giusto per entrare nel labirinto?" chiese Lorenzo, osservando il complesso muro verde che li circondava.En: "Giulia, are you sure this is the right way to enter the maze?" asked Lorenzo, observing the complex green wall surrounding them.It: Giulia rise. "Non importa se è il modo giusto. Il divertimento sta nel perdersi un po', non credi?" La sua voce era un misto di entusiasmo e una leggera sfida.En: Giulia laughed. "It doesn't matter if it's the right way. The fun is in getting a little lost, don't you think?" Her voice was a mix of enthusiasm and a slight challenge.It: Lorenzo scrutò i sentieri stretti del labirinto, intimorito ma anche incuriosito.En: Lorenzo scrutinized the narrow paths of the maze, intimidated but also intrigued.It: Era un ragazzo riservato, senza mai osare mostrarsi completamente agli altri.En: He was a reserved boy, never daring to fully show himself to others.It: Tuttavia, i suoi occhi brillavano d'avventura, almeno agli occhi vivaci di Giulia.En: However, his eyes sparkled with adventure, at least in the lively eyes of Giulia.It: Mentre si addentravano, le siepi diventavano più alte e dense, e Lorenzo iniziò a preoccuparsi.En: As they ventured deeper, the hedges became taller and denser, and Lorenzo began to worry.It: Sapeva quanto fosse importante il Carnevale per lui: aveva lavorato segretamente a un costume che voleva mostrare a Giulia, la sua amica fidata e la musa nei momenti di insicurezza.En: He knew how important Carnival was to him: he had secretly worked on a costume he wanted to show Giulia, his trusted friend and muse in moments of insecurity.It: "Giulia, se rimaniamo bloccati qui," iniziò titubante Lorenzo, "potremmo perdere la parata. Io ho qualcosa di speciale da mostrarti."En: "Giulia, if we get stuck here," began Lorenzo hesitantly, "we might miss the parade. I have something special to show you."It: Giulia lo guardò con interesse. "Davvero? Allora dobbiamo sbrigarci! Ma prima... dimmi qualcosa di te, Lorenzo. Non ti apro mai completamente."En: Giulia looked at him with interest. "Really? Then we must hurry! But first... tell me something about yourself, Lorenzo. You never really open up."It: Lorenzo esitò, ma il calore nell'intonazione di Giulia lo incoraggiò.En: Lorenzo hesitated, but the warmth in Giulia's tone encouraged him.It: "Ho sempre paura, sai? Di fallire, di essere giudicato. Ma... sto lavorando su un costume. Qualcosa di diverso."En: "I'm always afraid, you know? Of failing, of being judged. But... I'm working on a costume. Something different."It: Giulia sorrise, sentendo il cuore del suo amico aprirsi. "Anche io ho paura, Lorenzo. La paura di non riuscire a dare vita alle emozioni nei miei testi."En: Giulia smiled, feeling her friend's heart open up. "I'm afraid too, Lorenzo. The fear of not being able to bring emotions to life in my writing."It: Si fermarono in un punto del labirinto, un piccolo spiazzo circolare che sembrava una bolla temporanea di silenzio.En: They stopped at a point in the maze, a small circular clearing that seemed like a temporary bubble of silence.It: Fu un momento di sincerità tra di loro.En: It was a moment of sincerity between them.It: "Proviamo questa via," propose Lorenzo, indicando un sentiero poco battuto.En: "Let's try this path," proposed Lorenzo, pointing to a less traveled path.It: Era una direzione sconosciuta, ma l'inspiegabile fiducia che provarono li spinse ad avanzare.En: It was an unknown direction, but the inexplicable trust they felt pushed them to move forward.It: Col tempo che rapidamente scorreva, giunsero improvvisamente a una radura centrale.En: As time quickly passed, they suddenly reached a central clearing.It: L'uscita era visibile tra i rami intricati.En: The exit was visible among the intricate branches.It: I minuti contati li fecero correre, mano nella mano, fuori dal labirinto proprio mentre il Carnevale iniziava a Roma con uno strabiliante corteo di carri colorati.En: The few remaining minutes made them run, hand in hand, out of the maze just as Carnival was starting in Rome with a dazzling parade of colorful floats.It: Con il cuore che ancora batteva per la corsa, Lorenzo rivelò finalmente il suo costume.En: With hearts still pounding from the run, Lorenzo finally revealed his costume.It: Era una meraviglia di colori e dettagli rinascimentali, un'opera d'arte vivente.En: It was a marvel of colors and Renaissance details, a living work of art.It: Giulia osservava con occhi sbalorditi e pieni di ammirazione.En: Giulia watched, eyes wide with amazement and admiration.It: "Lorenzo, è incredibile," disse lei, sentendo un genuino battito d'emozione pulsare attraverso di lei.En: "Lorenzo, it's incredible," she said, feeling a genuine surge of emotion pulsing through her.It: "Ero alla ricerca dell'emozione umana, e tu me l'hai mostrata in un modo che non mi aspettavo."En: "I was searching for human emotion, and you showed it to me in a way I didn't expect."It: Mentre la parata passava, Lorenzo e Giulia sentirono un cambiamento.En: As the parade passed by, Lorenzo and Giulia felt a change.It: Lorenzo capì che la sua timidezza poteva essere il suo punto di forza.En: Lorenzo realized that his shyness could be his strength.It: Giulia, invece, trovò le emozioni autentiche che cercava, imparando a cogliere il valore della vulnerabilità.En: Giulia, on the other hand, found the authentic emotions she was looking for, learning to appreciate the value of vulnerability.It: E così, tra i colori vivaci e le risate del Carnevale, si resero conto che trovare la via d'uscita non era soltanto questione di sentieri nel labirinto, ma anche di rivelazioni interiori che, insieme, si erano aiutati a scoprire.En: And so, amidst the vivid colors and laughter of Carnival, they realized that finding the way out wasn't just a matter of paths in a maze, but also of inner revelations that, together, they helped each other discover. Vocabulary Words:the frost: la brinathe laughter: le risatethe goal: l'obiettivothe destination: la metathe maze: il labirintothe hedge: la siepethe costume: il costumethe muse: la musathe parade: la paratathe emotion: l'emozionethe path: il sentierothe clearing: la radurathe detail: il dettagliothe work of art: l'opera d'artethe authenticity: l'autenticitàthe vulnerability: la vulnerabilitàthe bush: il cespugliothe revelation: la rivelazionethe enthusiasm: l'entusiasmothe challenge: la sfidathe silence: il silenziothe warmth: il calorethe shyness: la timidezzathe adventure: l'avventurathe insecurity: l'insicurezzathe branch: il ramothe trust: la fiduciathe change: il cambiamentothe strength: la forzathe Renaissance: il Rinascimento

durée : 00:26:55 - Les Midis de Culture - par : Marie Labory - Aujourd'hui, au menu de notre débat critique, on s'intéresse à deux romans : "Chimère", premier polard de Julie Wolkenstein, et l'épopée scientifique composée par Adèle Rosenfeld, "L'extinction des vaches de mer". - réalisation : Laurence Malonda - invités : Marie Sorbier Productrice du "Point Culture" sur France Culture, et rédactrice en chef de I/O; Pierre Benetti critique littéraire

durée : 00:16:43 - Les Midis de Culture - par : Marie Labory - Amatrice du modèle de l'enquête policière, Julie Wolkenstein livre enfin, pour son onzième roman, son premier véritable polar. - réalisation : Laurence Malonda - invités : Marie Sorbier Productrice du "Point Culture" sur France Culture, et rédactrice en chef de I/O; Pierre Benetti critique littéraire

durée : 00:10:14 - Les Midis de Culture - par : Marie Labory - Après "Les méduses n'ont pas d'oreilles", Adèle Rosenfeld reste près des eaux salées et s'attèle à décrire la disparition de la Rythine de Steller, plus connue sous le nom de "vache de mer". - réalisation : Laurence Malonda - invités : Marie Sorbier Productrice du "Point Culture" sur France Culture, et rédactrice en chef de I/O; Pierre Benetti critique littéraire

TRASCRIZIONE E VOCABOLARIOPuoi sostenere il mio lavoro con una donazione su Patreonhttps://www.patreon.com/italianosiPer €2 al mese riceverai le trascrizioni di tutti i PodcastPer €3 al mese riceverai, oltre alle trascrizioni, anche una lista dei vocaboli più difficili, con spiegazione in italiano e traduzione in inglese.L'ARGOMENTO DELLA PUNTATAContinuo a parlarvi di verbi pronominali e oggi ne vediamo due, i famosi: volerci e metterci!TRASCRIZIONECiao a tutti e ciao a tutte, bentornati e bentornate. Io sono Elisa e questo è il podcast di italiano sì. Oggi è il 6 febbraio 2026 e io sono malata. In realtà, credo che se guardate i video e sentite il podcast, vi sembrerà che io sia costantemente malata. Il fatto è che registro certi video per un tipo particolare di playlist, per un livello, li registro magari nella stessa giornata, però poi li pubblico nel corso di un mese e quindi a ripetizione, sembra che io sia sempre malata. Non sono sempre malata, ma molto spesso, questo sì, perché il mio bambino va all'asilo, si ammala, mi contagia, mi ammalo anche io. [...]MY YOUTUBE CHANNELSupport the show

If you've ever wondered how Oracle Database really works inside AWS, this episode will finally turn the lights on.   Join Senior Principal OCI Instructor Susan Jang as she explains the two database services available (Exadata Database Service and Autonomous Database), how Oracle and AWS share responsibilities behind the scenes, and which essential tasks still land on your plate after deployment.   You'll discover how automation, scaling, and security actually work, and which model best fits your needs, whether you want hands-off simplicity or deeper control.   Oracle Database@AWS Architect Professional: https://mylearn.oracle.com/ou/course/oracle-databaseaws-architect-professional/155574 Oracle University Learning Community: https://education.oracle.com/ou-community LinkedIn: https://www.linkedin.com/showcase/oracle-university/ X: https://x.com/Oracle_Edu   Special thanks to Arijit Ghosh, Anna Hulkower, Kris-Ann Nansen, Radhika Banka, and the OU Studio Team for helping us create this episode.   ------------------------------------------------------------   Episode Transcript:   00:00 Welcome to the Oracle University Podcast, the first stop on your cloud journey. During this series of informative podcasts, we'll bring you foundational training on the most popular Oracle technologies. Let's get started! 00:26   Lois: Hello and welcome to the Oracle University Podcast! I'm Lois Houston, Director of Communications and Adoption with Customer Success Services, and with me is Nikita Abraham, Team Lead: Editorial Services with Oracle University.  Nikita: Hi everyone! In our last episode, we began the discussion on Oracle Database@AWS. Today, we're diving deeper into the database services that are available in this environment. Susan Jang, our Senior Principal OCI Instructor, joins us once again.  00:56 Lois: Hi Susan! Thanks for being here today. In our last conversation, we compared Oracle Autonomous Database and Exadata Database Service. Can you elaborate on the fundamental differences between these two services?     Susan: Now, the primary difference is between the service is really the management model. The Autonomous is fully-managed by Oracle, while the Exadata provides flexibility for you to have the ability to customize your database environment while still having the infrastructure be managed by Oracle.   01:30 Nikita: When it comes to running Oracle Database@AWS, how do Oracle and AWS each chip in? Could you break down what each provider is responsible for in this setup?  Susan: Oracle Database@AWS is a collaboration between Oracle, as well as AWS. It allows the customer to deploy and run Oracle Database services, including the Oracle Autonomous Database and the Oracle Exadata Database Service directly in AWS data centers.   Oracle provides the ability of having the Oracle Exadata Database Service on a dedicated infrastructure. This service delivers full capabilities of Oracle Exadata Database on the Oracle Exadata hardware. It offers high performance and high security for demanding workloads. It has cloud automation, resource scaling, and performance optimization to simplify the management of the service.  Oracle Autonomous Database on the dedicated Exadata infrastructure provides a fully Autonomous Database on this dedicated infrastructure within AWS. It automates the database management tasks, including patching, backups, as well as tuning, and have built-in AI capabilities for developing AI-powered applications and interacting with data using natural language. The Oracle Database@AWS integrates those core database services with various AWS services for a comprehensive unified experience.  AWS provides the ability of having a cloud-based object storage, and that would be the Amazon S3. You also have the ability to have other services, such as the Amazon CloudWatch. It monitors the database metrics, as well as performance. You also have Amazon Bedrock. It provides a development environment for a generative AI application.   And last but not the least, amongst the many other services, you also have the SageMaker. This is a cloud-based platform for development of machine learning models, a wonderful integration with our AI application development needs.  03:54 Lois: How has the work involved in setting up and managing databases changed over time?  Susan: When we take a look at the evolution of how things have changed through the years in our systems, we realize that transfer responsibility has now been migrated more from customer or human interaction to services. As the database technology evolves from the traditional on-premise system to the Exadata engineered system, and finally to the Autonomous Database, certain services previously requiring significant manual intervention has become increasingly automated, as well as optimized.  04:34 Lois: How so?  Susan: When we take a look at the more traditional database environment, it requires manual configuration of hardware, operating system, as well as the software of the database, along with initial database creation. As we evolve into the Exadata environment, the Exadata Database, specifically the Exadata cloud service, simplifies provisioning through web-based wizard, making it faster and easier to deploy the Oracle Database in an optimized hardware.     But when we move it to an Autonomous environment, it automates the entire provisioning process, allowing users to rapidly deploy mission-critical databases without manual intervention, or DBA involvement. So as customers move toward Autonomous Database through Exadata, we have fewer components that the customer needs to manage in the database stack, which gives them more time to focus more on important parts of the business.  With the Exadata Database, it provides a co-management of backup, restore, patches and upgrade, monitoring, and tuning. And it allows the administrator the ability to customize the configuration to meet their very specific business needs. With Autonomous Database, it's now fully automated and it's a greater responsibility is shift toward the service. With Autonomous Database on dedicated infrastructure, it provides that fine-grained tuning more for Oracle to help you perform that task.  06:15 Nikita: If we narrow it down just to Oracle and AWS for a moment, which parts of the infrastructure or day-to-day ops are handled by each company behind the scenes?  Susan: When we take a look at Oracle Database@AWS, it operates under a shared responsibility model, dividing the service responsibilities between AWS, as well as Oracle, as well as you, the customer.   The AWS has the data center. Remember, this is where everything is running. The Oracle Database@AWS, the Oracle Database infrastructure may be managed by Oracle and run in OCI, but is physically located within the AWS regions, as well as the availability zones and the AWS data centers.  The AWS infrastructure, in this case, is AWS's responsibility to secure the environment, including the physical security of the data center, the network infrastructure, and the foundational services like the compute, the storage, and the networking, all within AWS.  The next thing of who's responsible for the shared responsibility, it's Oracle. And that would be the hardware. We provide the hardware. While the hardware may physically reside in the AWS data center, Oracle's Cloud Infrastructure operational team will be the one managing this infrastructure, including software patching, infrastructure update, and other operations through a connection to OCI. This means Oracle handles the provisioning, as well as the maintenance of any of the underlying Exadata infrastructure hardware.  When we take a look at the next thing that it manages, it is also responsible besides the infrastructure of the Exadata. It is also the ability to manage the hardware, the environment of that hardware through the database control plane. So Oracle manages the administration and the operational for the Oracle Database@AWS service, which resides in OCI. So this includes the capabilities for management, upgrade, and operational features.  08:37 Nikita: And what are the key things that still remain on the customer's plate?   Susan: If you are in an Exadata environment or in an Autonomous environment, it is you, the customer, who is responsible for most of the database administration operation, as well as managing the users and the privileges of the user to access the database. No one knows the database and who should be accessing the data better than you.  You will be responsible for securing the applications, the data of the database, which now allows you to define who has access to it, control the data encryption, and securing the application that interacts with the Oracle Database@AWS.  09:29 Lois: Susan, we've talked about both Autonomous Database and Exadata Database Service being available on Oracle Database@AWS, but what's different about how each works in this environment, and why might someone pick one over the other?  Susan: Both databases, even though they run on the same Exadata Cloud Infrastructure, both can be deployed on both public cloud, as well as the customer data center, which is Oracle Cloud@Customer.  The Autonomous Database is a fully managed, completely automated environment. And this provides a capability of having a fully Autonomous Database Service running on a dedicated Oracle Exadata Infrastructure within your AWS data center.  The Exadata is a service that is provided and managed by Oracle and is physically running in the AWS data center, but is designed for mission critical workload and includes RAC environment, Real Application Cluster, offering a high performance availability and full feature capability that is similar to other Exadata environment, such as those running in our customers' data center.  The primary difference is really between the two services. When you take a look at the Exadata, the customer only pays for the compute resources that is used. Autoscaling can be used for a variety or variable resources, the workload, to automatically scale to the compute resources up or down when required.  The Autonomous Database also has automatic optimization for data warehousing, transaction processing, as well as JSON workload. The Exadata service, the customer again, also pays for the compute resources that they allocate. But that's the key thing. The customer can initiate the scaling because it's very specific to the workload that is needed.  So when you take a look at the two database services, one gives the ability to let Oracle fully manage it, including the scaling capability. The other, the Exadata, provides you the capability of having the environment that it's running on the infrastructure be managed by Oracle that adds a database administrator. You may wish to have a little bit more granular control of how you want the database to not only be scaling, but how you wish to customize how the database will be running.  12:10 Nikita: Focusing on Autonomous Database for a moment, what should teams know about how it actually runs within AWS?   Susan: The Autonomous Database on the Oracle Database@AWS brings the power of the Oracle's self-managing, self-securing, and self-repairing database into your AWS environment.  It provides the capability of the database automatically, automates many of the traditional, complex, and time-consuming database management tasks, such as the provisioning of the database, the patching, the backing up, and the scaling, and the performance tuning, reducing the need for any manual intervention by the database administrator.  Running the Autonomous Database in your AWS region enables low latency access for your AWS applications and services that is deployed within AWS, thus improving performance and response time. With the Autonomous Database, it automates many of the traditional things that is now automatically done by Oracle. It also supports integration with various AWS services, such as the ability of the not in addition to AIM, but the cloud formation, the CloudWatch for monitoring and the S3 for the storage.  You can easily migrate existing Exadata workload, including those running on Oracle RAC to AWS with minimum or no change to any of your databases or applications. In addition, there's a really powerful capability and feature of the database is called zero ETL, and that's zero extract, transformation, and load.  It's an integration capability with services like your Amazon Redshift, enabling near real time analytics and machine learning on your transactional database that is stored within the Autonomous Database on in your AWS environment. So with the Autonomous Database, it checks off many of the boxes for automatic capability, securing, tuning, as well as scaling the database.  With the Autonomous Database in the Dedicated Exadata Infrastructure, the Exadata Cloud Infrastructure resource represents the physical system, which can be expanded with storage, as well as compute services, the compute host. This now provides the ability to have an isolated zone for the highest protection from other tenants. The data is stored on a dedicated server only for one customer. That would be you.  14:56 Lois: Could you explain the role of Autonomous VM? What are its primary benefits?  Susan: The virtual machine or as we refer to them as the cluster, includes the grid infrastructure and provides a private network isolation. This provides you the capability of having custom memory, core, and storage allocation.  The Oracle Grid Infrastructure includes the Oracle Clusterware, which manages the cluster, as well as the servers, and ensure that the database can failover to another server in case of any failure.  15:34 Be a part of something big by joining the Oracle University Learning Community! Connect with over 3 million members, including Oracle experts and fellow learners. Engage in topical forums, share your knowledge, and celebrate your achievements together. Discover the community today at mylearn.oracle.com.  15:55 Nikita: Welcome back! Susan, what is the Autonomous Container Database?  Susan: With the Autonomous Container Database, and you need that if you're going to create an Autonomous Database, you need to provision that within your Autonomous Exadata VM Cluster. It serves as a container to hold or to house one or more Autonomous Databases.  This allows multiple Autonomous Databases to coexist in the same infrastructure while still being logically separated. And this allows for the separation of databases based on their intended use. Think of a database for production. Think of a database for development. Think of a database for testing. You may have different database versions within the same infrastructure.  This isolation makes it easier for you to be able to meet your SLA, your Service Level Agreement, any long-term backups you may have, very specific encryption key needs to prevent issues from one database impacting another. So, the ability to have everything be isolated and secure is still grouping it in a manner that will meet your business needs.  17:08 Lois: Looking at Exadata Database Service specifically, what are some standout advantages for customers who deploy it on Oracle Database@AWS? Is there anything in particular they should get excited about in terms of performance or integration with AWS?  Susan: The Exadata Database Service is running on a dedicated Exadata Infrastructure that's deployed within your AWS data center. It delivers the same Exadata service experience in cloud control planes as the Oracle Cloud Infrastructure, allowing you to leverage existing skills and processing across your multi-cloud environment.  It addresses the data resiliency, or residency rather. And that's the scenario where many of our customers has the need. You have a need because of your security compliance to have the data local to you. By having the Exadata Database in your Oracle Database@AWS, it is running in your data center. So, this addresses that very important need, data residency, to have it close to you.  It also allows for seamless integration with other AWS services and applications. So now you have a capability of a hybrid cloud architecture leveraging the benefit of both Oracle Exadata and your AWS system. It has built-in high availability, the RAC application cluster, as well as Data Guard, a capability of addressing disaster recovery capability.  This also provides the ability for you to scale your compute, as well as your storage and your I/O resources independently. So as mentioned with Exadata, you have flexibility of how you want your database to be running individually. So just like the Autonomous, the Exadata Database checks off many of the boxes for running a mission-critical with high availability, highly redundant hardware and software features, along with extreme performance, scalability, and reliability.  This now allows you to run your AI environment, your online transaction processing, your analytic workload on any scale on the Exadata Infrastructure running in the Oracle Cloud. And in this case, running in your data center.  19:45 Nikita: If a business suddenly needs more capacity, how does scaling work with Exadata Database Service versus Autonomous Database on Oracle Database@AWS?   Susan: So with the Exadata scaling, you now can scale to meet expected demands so you know at certain point I will need more. I will then ask it to scale at that point when I will assign it-- and I'm using an example, I will assign it three computer cores all the time. But there may be demands. Think of your end of the quarter, end of the year processing that you may need more. So, you are enabling the compute cores to scale at the time you need it.  And what's cool is it will then, when it's no longer needed, it will then scale back down to the original three cores that you assign. So, you only pay for the enabled cores. But what's very cool about the Autonomous is that it is real-time scaling. So, with Autonomous, now you have the capability using Autonomous Database since it is self-tuning, self-monitoring, the Autonomous Database actually monitors the workload requirement and scales to match the workload demand.  Once the minimum level of the compute is defined and enabled, the automatic scaling is set. Autonomous Database will adjust to the consumption when it's needed, and it will scale back down when it's not. So though the Exadata is pretty cool, it will scale up and down on the workload demand.  This is with the Autonomous is even more powerful. It is real-time scaling based on that usage at that moment. Built-in automatic increase to meet the workload demands when it spikes and it automatically scales back when it's not needed.  A very powerful capability with all of our Oracle databases, the ability, even with traditional, to allow you to define what you may need with Exadata scaling for peak demands, as well as Autonomous scaling for real-time consumption and scaling when needed.  When you look at all of our options, one of the key things to bear in mind is a phrase that we use: performance scale as more servers are added. And what this is really saying is Oracle's automated scaling ability for the database, it basically has the ability to maintain or improve its performance under increased workload by automatically adding computational resources when needed.  This process is also known as horizontal scaling. It involves adding more servers, compute instances, to a cluster to share the processing load. And it has that capability automatically.  22:53 Nikita: There's so much more we can discuss about Oracle Database@AWS, but let's pause here for today! Thank you so much Susan for joining us.  Lois: Yeah, it's been really great to have you, Susan. If you want to dive deeper into the topics we covered today, go to mylearn.oracle.com and search for the Oracle Database@AWS Architect Professional course. Until next time, this is Lois Houston…  Nikita: And Nikita Abraham, signing off!  23:23 That's all for this episode of the Oracle University Podcast. If you enjoyed listening, please click Subscribe to get all the latest episodes. We'd also love it if you would take a moment to rate and review us on your podcast app. See you again on the next episode of the Oracle University Podcast.

Brett Wetzel and recurring guest Kevin Compass kick off with a chaotic hotel minibar mishap where simply picking up items triggers expensive charges, then roll into a wide-ranging, comedic shop talk episode. Kevin describes a slow work week of wire-pulling and quoting jobs and mentions traveling to Texas soon, while Brett recaps two weeks of nonstop travel from Vegas to Newark, Pennsylvania (visiting Remco), and New York for an NASRC event—contrasting “cake” startups with jobs where everything is on fire. They swap stories about racks being mysteriously shut off (including by people in mechanical rooms) and a condo complex protesting rooftop condenser noise until an Aldi blocked a shortcut with a parked semi. The bulk of the episode dives into Danfoss CO₂ rack controls and tuning: comparing Danfoss algorithms to E3, discussing PI settings (KP and TN), neutral band behavior, zone acceleration/deceleration, and how to export/copy controller settings to PDF for before/after records—then using ChatGPT to identify changes. They debate relief setpoints and high-pressure cutouts (including 130 bar/1885 psi references), question why certain pressure limits match, and complain about Danfoss gas cooler fan control relying on temperature instead of pressure, especially in cold weather. Brett explores IO configuration and general-purpose controllers while trying (and failing) to map sensor “S7,” then proposes relay-based fan bank staging as a workaround for EC motors that don't turndown low enough. They also cover double digital compressor control, advising to set “frequency” scaling to 0–100 (capacity) rather than 0–60, and clarify analog output differences between IDCM modules and Copeland CoreSense (including 1–5V). The conversation shifts to parallel compression and ejector systems: setting up multi-ejector models/blocks, how logic may switch from high-pressure valves to ejectors, and concerns that ejectors/parallel compression can rob already-light medium-temp load. Reviewing piping/prints, they critique oil reservoir piping, note an oil vent differential of 2.4 bar as too low, discuss desuperheater risks in cold ambient conditions, and complain about pre-relief valves and gas cooler bypass as problematic “band-aids.” They wrap with Brett's early Monday flight to Texas, jokes about being recognized on job sites, and their usual back-and-forth sarcasm and banter throughout.

Danfoss Programming, Watching Brett Fail, AHR Recap, Mini Bar Mayhem-Episode-507Brett Wetzel and recurring guest Kevin Compass kick off with a chaotic hotel minibar mishap where simply picking up items triggers expensive charges, then roll into a wide-ranging, comedic shop talk episode. Kevin describes a slow work week of wire-pulling and quoting jobs and mentions traveling to Texas soon, while Brett recaps two weeks of nonstop travel from Vegas to Newark, Pennsylvania (visiting Remco), and New York for an NASRC event—contrasting “cake” startups with jobs where everything is on fire. They swap stories about racks being mysteriously shut off (including by people in mechanical rooms) and a condo complex protesting rooftop condenser noise until an Aldi blocked a shortcut with a parked semi. The bulk of the episode dives into Danfoss CO₂ rack controls and tuning: comparing Danfoss algorithms to E3, discussing PI settings (KP and TN), neutral band behavior, zone acceleration/deceleration, and how to export/copy controller settings to PDF for before/after records—then using ChatGPT to identify changes. They debate relief setpoints and high-pressure cutouts (including 130 bar/1885 psi references), question why certain pressure limits match, and complain about Danfoss gas cooler fan control relying on temperature instead of pressure, especially in cold weather. Brett explores IO configuration and general-purpose controllers while trying (and failing) to map sensor “S7,” then proposes relay-based fan bank staging as a workaround for EC motors that don't turndown low enough. They also cover double digital compressor control, advising to set “frequency” scaling to 0–100 (capacity) rather than 0–60, and clarify analog output differences between IDCM modules and Copeland CoreSense (including 1–5V). The conversation shifts to parallel compression and ejector systems: setting up multi-ejector models/blocks, how logic may switch from high-pressure valves to ejectors, and concerns that ejectors/parallel compression can rob already-light medium-temp load. Reviewing piping/prints, they critique oil reservoir piping, note an oil vent differential of 2.4 bar as too low, discuss desuperheater risks in cold ambient conditions, and complain about pre-relief valves and gas cooler bypass as problematic “band-aids.” They wrap with Brett's early Monday flight to Texas, jokes about being recognized on job sites, and their usual back-and-forth sarcasm and banter throughout.

The finale of The Road to First Light series is here. I am beyond excited for the upcoming James Bond game from IO Interactive and to close out this series I thought it would be appropriate to discuss at least one game that IO developed, the game that got me into the Hitman series, Hitman 2016. I am joined by Seth from the Classic Gaming Brothers podcast to talk about why this game is so damn good. What makes it unique compared to most other 3rd person action games out there and how it feels like IO is the perfect fit for the Bond license. So grab some coins and some bad acting lessons and join us for this wonderful discussion on Hitman. Follow Classic Gaming Brothers on Bluesky! https://bsky.app/profile/cgbrotherspod.bsky.social Check out the Classic Gaming Brothers website! https://www.classicgamingbrothers.com Shout-out Song: Showstopper Composer: Niels Bye Nielsen Album: Hitman 2016 Soundtrack https://www.youtube.com/watch?v=yzqOy0_VIFk End Song: Skyfall ft. Veektoriya (LoFi Version) Artist: Rich Douglas Original Composer: Adele Adkins and Paul Epworth Album: The Spy Who Chilled Me (A James Bond 007 Lofi Project) https://music.apple.com/us/album/the-spy-who-chilled-me-a-james-bond-007-lofi-project/1808713529 Get Still Loading Podcast merch! https://www.teepublic.com/user/still-loading-podcast Check out the Bit by Bit Foundation! https://www.bitbybitfoundation.org/ Support the Podcast! https://www.patreon.com/stillloadingpod

durée : 00:11:09 - Les Midis de Culture - par : Marie Labory - Cédric Gourmelin s'attaque non pas à "Richard III" mais bien à "Edouard III", une pièce récemment attribuée à Shakespeare. - réalisation : Laurence Malonda - invités : Zoé Sfez Productrice de "La Série musicale" sur France Culture; Marie Sorbier Productrice du "Point Culture" sur France Culture, et rédactrice en chef de I/O

durée : 00:27:18 - Les Midis de Culture - par : Marie Labory - Aujourd'hui, au menu de notre débat critique, du théâtre : Constance Meyer et Sébastien Pouderoux s'inspirent de la vie et l'œuvre de John Cassavetes et Gena Rowlands pour créer "CONTRE", et Cédric Gourmelon met en scène Shakespeare avec "Edouard III". - réalisation : Laurence Malonda - invités : Zoé Sfez Productrice de "La Série musicale" sur France Culture; Marie Sorbier Productrice du "Point Culture" sur France Culture, et rédactrice en chef de I/O

durée : 00:15:23 - Les Midis de Culture - par : Marie Labory - John Cassavetes et Gena Rowlands, couple réalisateur-actrice mythique du cinéma indépendant étasunien, est mis à l'honneur dans "Contre", qui retrace leur vie et leur œuvre. - réalisation : Laurence Malonda - invités : Zoé Sfez Productrice de "La Série musicale" sur France Culture; Marie Sorbier Productrice du "Point Culture" sur France Culture, et rédactrice en chef de I/O

Emmanuel et Guillaume discutent de divers sujets liés à la programmation, notamment les systèmes de fichiers en Java, le Data Oriented Programming, les défis de JPA avec Kotlin, et les nouvelles fonctionnalités de Quarkus. Ils explorent également des sujets un peu fous comme la création de datacenters dans l'espace. Pas mal d'architecture aussi. Enregistré le 13 février 2026 Téléchargement de l'épisode LesCastCodeurs-Episode-337.mp3 ou en vidéo sur YouTube. News Langages Comment implémenter un file system en Java https://foojay.io/today/bootstrapping-a-java-file-system/ Créer un système de fichiers Java personnalisé avec NIO.2 pour des usages variés (VCS, archives, systèmes distants). Évolution Java: java.io.File (1.0) -> NIO (1.4) -> NIO.2 (1.7) pour personnalisation via FileSystem. Recommander conception préalable; API Java est orientée POSIX. Composants clés à considérer: Conception URI (scheme unique, chemin). Gestion de l'arborescence (BD, métadonnées, efficacité). Stockage binaire (emplacement, chiffrement, versions). Minimum pour démarrer (4 composants): Implémenter Path (représente fichier/répertoire). Étendre FileSystem (instance du système). Étendre FileSystemProvider (moteur, enregistré par scheme). Enregistrer FileSystemProvider via META-INF/services. Étapes suivantes: Couche BD (arborescence), opérations répertoire/fichier de base, stockage, tests. Processus long et exigeant, mais gratifiant.   Un article de brian goetz sur le futur du data oriented programming en Java https://openjdk.org/projects/amber/design-notes/beyond-records Le projet Amber de Java introduit les "carrier classes", une évolution des records qui permet plus de flexibilité tout en gardant les avantages du pattern matching et de la reconstruction Les records imposent des contraintes strictes (immutabilité, représentation exacte de l'état) qui limitent leur usage pour des classes avec état muable ou dérivé Les carrier classes permettent de déclarer une state description complète et canonique sans imposer que la représentation interne corresponde exactement à l'API publique Le modificateur "component" sur les champs permet au compilateur de dériver automatiquement les accesseurs pour les composants alignés avec la state description Les compact constructors sont généralisés aux carrier classes, générant automatiquement l'initialisation des component fields Les carrier classes supportent la déconstruction via pattern matching comme les records, rendant possible leur usage dans les instanceof et switch Les carrier interfaces permettent de définir une state description sur une interface, obligeant les implémentations à fournir les accesseurs correspondants L'extension entre carrier classes est possible, avec dérivation automatique des appels super() quand les composants parent sont subsumés par l'enfant Les records deviennent un cas particulier de carrier classes avec des contraintes supplémentaires (final, extends Record, component fields privés et finaux obligatoires) L'évolution compatible des records est améliorée en permettant l'ajout de composants en fin de liste et la déconstruction partielle par préfixe Comment éviter les pièges courants avec JPA et Kotlin - https://blog.jetbrains.com/idea/2026/01/how-to-avoid-common-pitfalls-with-jpa-and-kotlin/ JPA est une spécification Java pour la persistance objet-relationnel, mais son utilisation avec Kotlin présente des incompatibilités dues aux différences de conception des deux langages Les classes Kotlin sont finales par défaut, ce qui empêche la création de proxies par JPA pour le lazy loading et les opérations transactionnelles Le plugin kotlin-jpa génère automatiquement des constructeurs sans argument et rend les classes open, résolvant les problèmes de compatibilité Les data classes Kotlin ne sont pas adaptées aux entités JPA car elles génèrent equals/hashCode basés sur tous les champs, causant des problèmes avec les relations lazy L'utilisation de lateinit var pour les relations peut provoquer des exceptions si on accède aux propriétés avant leur initialisation par JPA Les types non-nullables Kotlin peuvent entrer en conflit avec le comportement de JPA qui initialise les entités avec des valeurs null temporaires Le backing field direct dans les getters/setters personnalisés peut contourner la logique de JPA et casser le lazy loading IntelliJ IDEA 2024.3 introduit des inspections pour détecter automatiquement ces problèmes et propose des quick-fixes L'IDE détecte les entités finales, les data classes inappropriées, les problèmes de constructeurs et l'usage incorrect de lateinit Ces nouvelles fonctionnalités aident les développeurs à éviter les bugs subtils liés à l'utilisation de JPA avec Kotlin Librairies Guide sur MapStruct @IterableMapping - https://www.baeldung.com/java-mapstruct-iterablemapping MapStruct est une bibliothèque Java pour générer automatiquement des mappers entre beans, l'annotation @IterableMapping permet de configurer finement le mapping de collections L'attribut dateFormat permet de formater automatiquement des dates lors du mapping de listes sans écrire de boucle manuelle L'attribut qualifiedByName permet de spécifier quelle méthode custom appliquer sur chaque élément de la collection à mapper Exemple d'usage : filtrer des données sensibles comme des mots de passe en mappant uniquement certains champs via une méthode dédiée L'attribut nullValueMappingStrategy permet de contrôler le comportement quand la collection source est null (retourner null ou une collection vide) L'annotation fonctionne pour tous types de collections Java (List, Set, etc.) et génère le code de boucle nécessaire Possibilité d'appliquer des formats numériques avec numberFormat pour convertir des nombres en chaînes avec un format spécifique MapStruct génère l'implémentation complète du mapper au moment de la compilation, éliminant le code boilerplate L'annotation peut être combinée avec @Named pour créer des méthodes de mapping réutilisables et nommées Le mapping des collections supporte les conversions de types complexes au-delà des simples conversions de types primitifs Accès aux fichiers Samba depuis Java avec JCIFS - https://www.baeldung.com/java-samba-jcifs JCIFS est une bibliothèque Java permettant d'accéder aux partages Samba/SMB sans monter de lecteur réseau, supportant le protocole SMB3 on pense aux galériens qui doivent se connecter aux systèmes dit legacy La configuration nécessite un contexte CIFS (CIFSContext) et des objets SmbFile pour représenter les ressources distantes L'authentification se fait via NtlmPasswordAuthenticator avec domaine, nom d'utilisateur et mot de passe La bibliothèque permet de lister les fichiers et dossiers avec listFiles() et vérifier leurs propriétés (taille, date de modification) Création de fichiers avec createNewFile() et de dossiers avec mkdir() ou mkdirs() pour créer toute une arborescence Suppression via delete() qui peut parcourir et supprimer récursivement des arborescences entières Copie de fichiers entre partages Samba avec copyTo(), mais impossibilité de copier depuis le système de fichiers local Pour copier depuis le système local, utilisation des streams SmbFileInputStream et SmbFileOutputStream Les opérations peuvent cibler différents serveurs Samba et différents partages (anonymes ou protégés par mot de passe) La bibliothèque s'intègre dans des blocs try-with-resources pour une gestion automatique des ressources Quarkus 3.31 - Support complet Java 25, nouveau packaging Maven et Panache Next - https://quarkus.io/blog/quarkus-3-31-released/ Support complet de Java 25 avec images runtime et native Nouveau packaging Maven de type quarkus avec lifecycle optimisé pour des builds plus rapides voici un article complet pour plus de detail https://quarkus.io/blog/building-large-applications/ Introduction de Panache Next, nouvelle génération avec meilleure expérience développeur et API unifiée ORM/Reactive Mise à jour vers Hibernate ORM 7.2, Reactive 3.2, Search 8.2 Support de Hibernate Spatial pour les données géospatiales Passage à Testcontainers 2 et JUnit 6 Annotations de sécurité supportées sur les repositories Jakarta Data Chiffrement des tokens OIDC pour les implémentations custom TokenStateManager Support OAuth 2.0 Pushed Authorization Requests dans l'extension OIDC Maven 3.9 maintenant requis minimum pour les projets Quarkus A2A Java SDK 1.0.0.Alpha1 - Alignement avec la spécification 1.0 du protocole Agent2Agent - https://quarkus.io/blog/a2a-java-sdk-1-0-0-alpha1/ Le SDK Java A2A implémente le protocole Agent2Agent qui permet la communication standardisée entre agents IA pour découvrir des capacités, déléguer des tâches et collaborer Passage à la version 1.0 de la spécification marque la transition d'expérimental à production-ready avec des changements cassants assumés Modernisation complète du module spec avec des Java records partout remplaçant le mix précédent de classes et records pour plus de cohérence Adoption de Protocol Buffers comme source de vérité avec des mappers MapStruct pour la conversion et Gson pour JSON-RPC Les builders utilisent maintenant des méthodes factory statiques au lieu de constructeurs publics suivant les best practices Java modernes Introduction de trois BOMs Maven pour simplifier la gestion des dépendances du SDK core, des extensions et des implémentations de référence Quarkus AgentCard évolue avec une liste supportedInterfaces remplaçant url et preferredTransport pour plus de flexibilité dans la déclaration des protocoles Support de la pagination ajouté pour ListTasks et les endpoints de configuration des notifications push avec des wrappers Result appropriés Interface A2AHttpClient pluggable permettant des implémentations HTTP personnalisées avec une implémentation Vert.x fournie Travail continu vers la conformité complète avec le TCK 1.0 en cours de développement parallèlement à la finalisation de la spécification Pourquoi Quarkus finit par "cliquer" : les 10 questions que se posent les développeurs Java - https://www.the-main-thread.com/p/quarkus-java-developers-top-questions-2025 un article qui revele et repond aux questions des gens qui ont utilisé Quarkus depuis 4-6 mois, les non noob questions Quarkus est un framework Java moderne optimisé pour le cloud qui propose des temps de démarrage ultra-rapides et une empreinte mémoire réduite Pourquoi Quarkus démarre si vite ? Le framework effectue le travail lourd au moment du build (scanning, indexation, génération de bytecode) plutôt qu'au runtime Quand utiliser le mode réactif plutôt qu'impératif ? Le réactif est pertinent pour les workloads avec haute concurrence et dominance I/O, l'impératif reste plus simple dans les autres cas Quelle est la différence entre Dev Services et Testcontainers ? Dev Services utilise Testcontainers en gérant automatiquement le cycle de vie, les ports et la configuration sans cérémonie Comment la DI de Quarkus diffère de Spring ? CDI est un standard basé sur la sécurité des types et la découverte au build-time, différent de l'approche framework de Spring Comment gérer la configuration entre environnements ? Quarkus permet de scaler depuis le développement local jusqu'à Kubernetes avec des profils, fichiers multiples et configuration externe Comment tester correctement les applications Quarkus ? @QuarkusTest démarre l'application une fois pour toute la suite de tests, changeant le modèle mental par rapport à Spring Boot Que fait vraiment Panache en coulisses ? Panache est du JPA avec des opinions fortes et des défauts propres, enveloppant Hibernate avec un style Active Record Doit-on utiliser les images natives et quand ? Les images natives brillent pour le serverless et l'edge grâce au démarrage rapide et la faible empreinte mémoire, mais tous les apps n'en bénéficient pas Comment Quarkus s'intègre avec Kubernetes ? Le framework génère automatiquement les ressources Kubernetes, gère les health checks et métriques comme s'il était nativement conçu pour cet écosystème Comment intégrer l'IA dans une application Quarkus ? LangChain4j permet d'ajouter embeddings, retrieval, guardrails et observabilité directement en Java sans passer par Python Infrastructure Les alternatives à MinIO https://rmoff.net/2026/01/14/alternatives-to-minio-for-single-node-local-s3/ MinIO a abandonné le support single-node fin 2025 pour des raisons commerciales, cassant de nombreuses démos et pipelines CI/CD qui l'utilisaient pour émuler S3 localement L'auteur cherche un remplacement simple avec image Docker, compatibilité S3, licence open source, déploiement mono-nœud facile et communauté active S3Proxy est très léger et facile à configurer, semble être l'option la plus simple mais repose sur un seul contributeur RustFS est facile à utiliser et inclut une GUI, mais c'est un projet très récent en version alpha avec une faille de sécurité majeure récente SeaweedFS existe depuis 2012 avec support S3 depuis 2018, relativement facile à configurer et dispose d'une interface web basique Zenko CloudServer remplace facilement MinIO mais la documentation et le branding (cloudserver/zenko/scality) peuvent prêter à confusion Garage nécessite une configuration complexe avec fichier TOML et conteneur d'initialisation séparé, pas un simple remplacement drop-in Apache Ozone requiert au minimum quatre nœuds pour fonctionner, beaucoup trop lourd pour un usage local simple L'auteur recommande SeaweedFS et S3Proxy comme remplaçants viables, RustFS en maybe, et élimine Garage et Ozone pour leur complexité Garage a une histoire tres associative, il vient du collectif https://deuxfleurs.fr/ qui offre un cloud distribué sans datacenter C'est certainement pas une bonne idée, les datacenters dans l'espace https://taranis.ie/datacenters-in-space-are-a-terrible-horrible-no-good-idea/ Avis d'expert (ex-NASA/Google, Dr en électronique spatiale) : Centres de données spatiaux, une "terrible" idée. Incompatibilité fondamentale : L'électronique (surtout IA/GPU) est inadaptée à l'environnement spatial. Énergie : Accès limité. Le solaire (type ISS) est insuffisant pour l'échelle de l'IA. Le nucléaire (RTG) est trop faible. Refroidissement : L'espace n'est pas "froid" ; absence de convection. Nécessite des radiateurs gigantesques (ex: 531m² pour 200kW). Radiations : Provoque erreurs (SEU, SEL) et dommages. Les GPU sont très vulnérables. Blindage lourd et inefficace. Les puces "durcies" sont très lentes. Communications : Bande passante très limitée (1Gbps radio vs 100Gbps terrestre). Le laser est tributaire des conditions atmosphériques. Conclusion : Projet extrêmement difficile, coûteux et aux performances médiocres. Data et Intelligence Artificielle Guillaume a développé un serveur MCP pour arXiv (le site de publication de papiers de recherche) en Java avec le framework Quarkus https://glaforge.dev/posts/2026/01/18/implementing-an-arxiv-mcp-server-with-quarkus-in-java/ Implémentation d'un serveur MCP (Model Context Protocol) arXiv en Java avec Quarkus. Objectif : Accéder aux publications arXiv et illustrer les fonctionnalités moins connues du protocole MCP. Mise en œuvre : Utilisation du framework Quarkus (Java) et son support MCP étendu. Assistance par Antigravity (IDE agentique) pour le développement et l'intégration de l'API arXiv. Interaction avec l'API arXiv : requêtes HTTP, format XML Atom pour les résultats, parser XML Jackson. Fonctionnalités MCP exposées : Outils (@Tool) : Recherche de publications (search_papers). Ressources (@Resource, @ResourceTemplate) : Taxonomie des catégories arXiv, métadonnées des articles (via un template d'URI). Prompts (@Prompt) : Exemples pour résumer des articles ou construire des requêtes de recherche. Configuration : Le serveur peut fonctionner en STDIO (local) ou via HTTP Streamable (local ou distant), avec une configuration simple dans des clients comme Gemini CLI. Conclusion : Quarkus simplifie la création de serveurs MCP riches en fonctionnalités, rendant les données et services "prêts pour l'IA" avec l'aide d'outils d'IA comme Antigravity. Anthropic ne mettra pas de pub dans Claude https://www.anthropic.com/news/claude-is-a-space-to-think c'est en reaction au plan non public d'OpenAi de mettre de la pub pour pousser les gens au mode payant OpenAI a besoin de cash et est probablement le plus utilisé pour gratuit au monde Anthropic annonce que Claude restera sans publicité pour préserver son rôle d'assistant conversationnel dédié au travail et à la réflexion approfondie. Les conversations avec Claude sont souvent sensibles, personnelles ou impliquent des tâches complexes d'ingénierie logicielle où les publicités seraient inappropriées. L'analyse des conversations montre qu'une part significative aborde des sujets délicats similaires à ceux évoqués avec un conseiller de confiance. Un modèle publicitaire créerait des incitations contradictoires avec le principe fondamental d'être "genuinely helpful" inscrit dans la Constitution de Claude. Les publicités introduiraient un conflit d'intérêt potentiel où les recommandations pourraient être influencées par des motivations commerciales plutôt que par l'intérêt de l'utilisateur. Le modèle économique d'Anthropic repose sur les contrats entreprise et les abonnements payants, permettant de réinvestir dans l'amélioration de Claude. Anthropic maintient l'accès gratuit avec des modèles de pointe et propose des tarifs réduits pour les ONG et l'éducation dans plus de 60 pays. Le commerce "agentique" sera supporté mais uniquement à l'initiative de l'utilisateur, jamais des annonceurs, pour préserver la confiance. Les intégrations tierces comme Figma, Asana ou Canva continueront d'être développées en gardant l'utilisateur aux commandes. Anthropic compare Claude à un cahier ou un tableau blanc : des espaces de pensée purs, sans publicité. Infinispan 16.1 est sorti https://infinispan.org/blog/2026/02/04/infinispan-16-1 déjà le nom de la release mérite une mention Le memory bounded par cache et par ensemble de cache s est pas facile à faire en Java Une nouvelle api OpenAPI AOT caché dans les images container Un serveur MCP local juste avec un fichier Java ? C'est possible avec LangChain4j et JBang https://glaforge.dev/posts/2026/02/11/zero-boilerplate-java-stdio-mcp-servers-with-langchain4j-and-jbang/ Création rapide de serveurs MCP Java sans boilerplate. MCP (Model Context Protocol): standard pour connecter les LLM à des outils et données. Le tutoriel répond au manque d'options simples pour les développeurs Java, face à une prédominance de Python/TypeScript dans l'écosystème MCP. La solution utilise: LangChain4j: qui intègre un nouveau module serveur MCP pour le protocole STDIO. JBang: permet d'exécuter des fichiers Java comme des scripts, éliminant les fichiers de build (pom.xml, Gradle). Implémentation: se fait via un seul fichier .java. JBang gère automatiquement les dépendances (//DEPS). L'annotation @Tool de LangChain4j expose les méthodes Java aux LLM. StdioMcpServerTransport gère la communication JSON-RPC via l'entrée/sortie standard (STDIO). Point crucial: Les logs doivent impérativement être redirigés vers System.err pour éviter de corrompre System.out, qui est réservé à la communication MCP (messages JSON-RPC). Facilite l'intégration locale avec des outils comme Gemini CLI, Claude Code, etc. Reciprocal Rank Fusion : un algorithme utile et souvent utilisé pour faire de la recherche hybride, pour mélanger du RAG et des recherches par mots-clé https://glaforge.dev/posts/2026/02/10/advanced-rag-understanding-reciprocal-rank-fusion-in-hybrid-search/ RAG : Qualité LLM dépend de la récupération. Recherche Hybride : Combiner vectoriel et mots-clés (BM25) est optimal. Défi : Fusionner des scores d'échelles différentes. Solution : Reciprocal Rank Fusion (RRF). RRF : Algorithme robuste qui fusionne des listes de résultats en se basant uniquement sur le rang des documents, ignorant les scores. Avantages RRF : Pas de normalisation de scores, scalable, excellente première étape de réorganisation. Architecture RAG fréquente : RRF (large sélection) + Cross-Encoder / modèle de reranking (précision fine). RAG-Fusion : Utilise un LLM pour générer plusieurs variantes de requête, puis RRF agrège tous les résultats pour renforcer le consensus et réduire les hallucinations. Implémentation : LangChain4j utilise RRF par défaut pour agréger les résultats de plusieurs retrievers. Les dernières fonctionnalités de Gemini et Nano Banana supportées dans LangChain4j https://glaforge.dev/posts/2026/02/06/latest-gemini-and-nano-banana-enhancements-in-langchain4j/ Nouveaux modèles d'images Nano Banana (Gemini 2.5/3.0) pour génération et édition (jusqu'à 4K). "Grounding" via Google Search (pour images et texte) et Google Maps (localisation, Gemini 2.5). Outil de contexte URL (Gemini 3.0) pour lecture directe de pages web. Agents multimodaux (AiServices) capables de générer des images. Configuration de la réflexion (profondeur Chain-of-Thought) pour Gemini 3.0. Métadonnées enrichies : usage des tokens et détails des sources de "grounding". Comment configurer Gemini CLI comment agent de code dans IntelliJ grâce au protocole ACP https://glaforge.dev/posts/2026/02/01/how-to-integrate-gemini-cli-with-intellij-idea-using-acp/ But : Intégrer Gemini CLI à IntelliJ IDEA via l'Agent Client Protocol (ACP). Prérequis : IntelliJ IDEA 2025.3+, Node.js (v20+), Gemini CLI. Étapes : Installer Gemini CLI (npm install -g @google/gemini-cli). Localiser l'exécutable gemini. Configurer ~/.jetbrains/acp.json (chemin exécutable, --experimental-acp, use_idea_mcp: true). Redémarrer IDEA, sélectionner "Gemini CLI" dans l'Assistant IA. Usage : Gemini interagit avec le code et exécute des commandes (contexte projet). Important : S'assurer du flag --experimental-acp dans la configuration. Outillage PipeNet, une alternative (open source aussi) à LocalTunnel, mais un plus évoluée https://pipenet.dev/ pipenet: Alternative open-source et moderne à localtunnel (client + serveur). Usages: Développement local (partage, webhooks), intégration SDK, auto-hébergement sécurisé. Fonctionnalités: Client (expose ports locaux, sous-domaines), Serveur (déploiement, domaines personnalisés, optimisé cloud mono-port). Avantages vs localtunnel: Déploiement cloud sur un seul port, support multi-domaines, TypeScript/ESM, maintenance active. Protocoles: HTTP/S, WebSocket, SSE, HTTP Streaming. Intégration: CLI ou SDK JavaScript. JSON-IO — une librairie comme Jackson ou GSON, supportant JSON5, TOON, et qui pourrait être utile pour l'utilisation du "structured output" des LLMs quand ils ne produisent pas du JSON parfait https://github.com/jdereg/json-io json-io : Librairie Java pour la sérialisation et désérialisation JSON/TOON. Gère les graphes d'objets complexes, les références cycliques et les types polymorphes. Support complet JSON5 (lecture et écriture), y compris des fonctionnalités non prises en charge par Jackson/Gson. Format TOON : Notation orientée token, optimisée pour les LLM, réduisant l'utilisation de tokens de 40 à 50% par rapport au JSON. Légère : Aucune dépendance externe (sauf java-util), taille de JAR réduite (~330K). Compatible JDK 1.8 à 24, ainsi qu'avec les environnements JPMS et OSGi. Deux modes de conversion : vers des objets Java typés (toJava()) ou vers des Map (toMaps()). Options de configuration étendues via ReadOptionsBuilder et WriteOptionsBuilder. Optimisée pour les déploiements cloud natifs et les architectures de microservices. Utiliser mailpit et testcontainer pour tester vos envois d'emails https://foojay.io/today/testing-emails-with-testcontainers-and-mailpit/ l'article montre via SpringBoot et sans. Et voici l'extension Quarkus https://quarkus.io/extensions/io.quarkiverse.mailpit/quarkus-mailpit/?tab=docs Tester l'envoi d'emails en développement est complexe car on ne peut pas utiliser de vrais serveurs SMTP Mailpit est un serveur SMTP de test qui capture les emails et propose une interface web pour les consulter Testcontainers permet de démarrer Mailpit dans un conteneur Docker pour les tests d'intégration L'article montre comment configurer une application SpringBoot pour envoyer des emails via JavaMail Un module Testcontainers dédié à Mailpit facilite son intégration dans les tests Le conteneur Mailpit expose un port SMTP (1025) et une API HTTP (8025) pour vérifier les emails reçus Les tests peuvent interroger l'API HTTP de Mailpit pour valider le contenu des emails envoyés Cette approche évite d'utiliser des mocks et teste réellement l'envoi d'emails Mailpit peut aussi servir en développement local pour visualiser les emails sans les envoyer réellement La solution fonctionne avec n'importe quel framework Java supportant JavaMail Architecture Comment scaler un système de 0 à 10 millions d'utilisateurs https://blog.algomaster.io/p/scaling-a-system-from-0-to-10-million-users Philosophie : Scalabilité incrémentale, résoudre les goulots d'étranglement sans sur-ingénierie. 0-100 utilisateurs : Serveur unique (app, DB, jobs). 100-1K : Séparer app et DB (services gérés, pooling). 1K-10K : Équilibreur de charge, multi-serveurs d'app (stateless via sessions partagées). 10K-100K : Caching, réplicas de lecture DB, CDN (réduire charge DB). 100K-500K : Auto-scaling, applications stateless (authentification JWT). 500K-10M : Sharding DB, microservices, files de messages (traitement asynchrone). 10M+ : Déploiement multi-régions, CQRS, persistance polyglotte, infra personnalisée. Principes clés : Simplicité, mesure, stateless essentiel, cache/asynchrone, sharding prudent, compromis (CAP), coût de la complexité. Patterns d'Architecture 2026 - Du Hype à la Réalité du Terrain (Part 1/2) - https://blog.ippon.fr/2026/01/30/patterns-darchitecture-2026-part-1/ L'article présente quatre patterns d'architecture logicielle pour répondre aux enjeux de scalabilité, résilience et agilité business dans les systèmes modernes Il présentent leurs raisons et leurs pièges Un bon rappel L'Event-Driven Architecture permet une communication asynchrone entre systèmes via des événements publiés et consommés, évitant le couplage direct Les bénéfices de l'EDA incluent la scalabilité indépendante des composants, la résilience face aux pannes et l'ajout facile de nouveaux cas d'usage Le pattern API-First associé à un API Gateway centralise la sécurité, le routage et l'observabilité des APIs avec un catalogue unifié Le Backend for Frontend crée des APIs spécifiques par canal (mobile, web, partenaires) pour optimiser l'expérience utilisateur CQRS sépare les modèles de lecture et d'écriture avec des bases optimisées distinctes, tandis que l'Event Sourcing stocke tous les événements plutôt que l'état actuel Le Saga Pattern gère les transactions distribuées via orchestration centralisée ou chorégraphie événementielle pour coordonner plusieurs microservices Les pièges courants incluent l'explosion d'événements granulaires, la complexité du debugging distribué, et la mauvaise gestion de la cohérence finale Les technologies phares sont Kafka pour l'event streaming, Kong pour l'API Gateway, EventStoreDB pour l'Event Sourcing et Temporal pour les Sagas Ces patterns nécessitent une maturité technique et ne sont pas adaptés aux applications CRUD simples ou aux équipes junior Patterns d'architecture 2026 : du hype à la réalité terrain part. 2 - https://blog.ippon.fr/2026/02/04/patterns-darchitecture-2026-part-2/ Deuxième partie d'un guide pratique sur les patterns d'architecture logicielle et système éprouvés pour moderniser et structurer les applications en 2026 Strangler Fig permet de migrer progressivement un système legacy en l'enveloppant petit à petit plutôt que de tout réécrire d'un coup (70% d'échec pour les big bang) Anti-Corruption Layer protège votre nouveau domaine métier des modèles externes et legacy en créant une couche de traduction entre les systèmes Service Mesh gère automatiquement la communication inter-services dans les architectures microservices (sécurité mTLS, observabilité, résilience) Architecture Hexagonale sépare le coeur métier des détails techniques via des ports et adaptateurs pour améliorer la testabilité et l'évolutivité Chaque pattern est illustré par un cas client concret avec résultats mesurables et liste des pièges à éviter lors de l'implémentation Les technologies 2026 mentionnées incluent Istio, Linkerd pour service mesh, LaunchDarkly pour feature flags, NGINX et Kong pour API gateway Tableau comparatif final aide à choisir le bon pattern selon la complexité, le scope et le use case spécifique du projet L'article insiste sur une approche pragmatique : ne pas utiliser un pattern juste parce qu'il est moderne mais parce qu'il résout un problème réel Pour les systèmes simples type CRUD ou avec peu de services, ces patterns peuvent introduire une complexité inutile qu'il faut savoir éviter Méthodologies Le rêve récurrent de remplacer voire supprimer les développeurs https://www.caimito.net/en/blog/2025/12/07/the-recurring-dream-of-replacing-developers.html Depuis 1969, chaque décennie voit une tentative de réduire le besoin de développeurs (de COBOL, UML, visual builders… à IA). Motivation : frustration des dirigeants face aux délais et coûts de développement. La complexité logicielle est intrinsèque et intellectuelle, non pas une question d'outils. Chaque vague technologique apporte de la valeur mais ne supprime pas l'expertise humaine. L'IA assiste les développeurs, améliore l'efficacité, mais ne remplace ni le jugement ni la gestion de la complexité. La demande de logiciels excède l'offre car la contrainte majeure est la réflexion nécessaire pour gérer cette complexité. Pour les dirigeants : les outils rendent-ils nos développeurs plus efficaces sur les problèmes complexes et réduisent-ils les tâches répétitives ? Le "rêve" de remplacer les développeurs, irréalisable, est un moteur d'innovation créant des outils précieux. Comment creuser des sujets à l'ère de l'IA générative. Quid du partage et la curation de ces recherches ? https://glaforge.dev/posts/2026/02/04/researching-topics-in-the-age-of-ai-rock-solid-webhooks-case-study/ Recherche initiale de l'auteur sur les webhooks en 2019, processus long et manuel. L'IA (Deep Research, Gemini, NotebookLM) facilite désormais la recherche approfondie, l'exploration de sujets et le partage des résultats. L'IA a identifié et validé des pratiques clés pour des déploiements de webhooks résilients, en grande partie les mêmes que celles trouvées précédemment par l'auteur. Génération d'artefacts par l'IA : rapport détaillé, résumé concis, illustration sketchnote, et même une présentation (slide deck). Guillaume s'interroge sur le partage public de ces rapports de recherche générés par l'IA, tout en souhaitant éviter le "AI Slop". Loi, société et organisation Le logiciel menacé par le vibe coding https://www.techbuzz.ai/articles/we-built-a-monday-com-clone-in-under-an-hour-with-ai Deux journalistes de CNBC sans expérience de code ont créé un clone fonctionnel de Monday.com en moins de 60 minutes pour 5 à 15 dollars. L'expérience valide les craintes des investisseurs qui ont provoqué une baisse de 30% des actions des entreprises SaaS. L'IA a non seulement reproduit les fonctionnalités de base mais a aussi recherché Monday.com de manière autonome pour identifier et recréer ses fonctionnalités clés. Cette technique appelée "vibe-coding" permet aux non-développeurs de construire des applications via des instructions en anglais courant. Les entreprises les plus vulnérables sont celles offrant des outils "qui se posent sur le travail" comme Atlassian, Adobe, HubSpot, Zendesk et Smartsheet. Les entreprises de cybersécurité comme CrowdStrike et Palo Alto sont considérées plus protégées grâce aux effets de réseau et aux barrières réglementaires. Les systèmes d'enregistrement comme Salesforce restent plus difficiles à répliquer en raison de leur profondeur d'intégration et de données d'entreprise. Le coût de 5 à 15 dollars par construction permet aux entreprises de prototyper plusieurs solutions personnalisées pour moins cher qu'une seule licence Monday.com. L'expérience soulève des questions sur la pérennité du marché de 5 milliards de dollars des outils de gestion de projet face à l'IA générative. Conférences En complément de l'agenda des conférences de Aurélie Vache, il y a également le site https://javaconferences.org/ (fait par Brian Vermeer) avec toutes les conférences Java à venir ! La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 12-13 février 2026 : Touraine Tech #26 - Tours (France) 12-13 février 2026 : World Artificial Intelligence Cannes Festival - Cannes (France) 19 février 2026 : ObservabilityCON on the Road - Paris (France) 6 mars 2026 : WordCamp Nice 2026 - Nice (France) 18 mars 2026 : Jupyter Workshops: AI in Jupyter: Building Extensible AI Capabilities for Interactive Computing - Saint-Maur-des-Fossés (France) 18-19 mars 2026 : Agile Niort 2026 - Niort (France) 20 mars 2026 : Atlantique Day 2026 - Nantes (France) 26 mars 2026 : Data Days Lille - Lille (France) 26-27 mars 2026 : SymfonyLive Paris 2026 - Paris (France) 26-27 mars 2026 : REACT PARIS - Paris (France) 27-29 mars 2026 : Shift - Nantes (France) 31 mars 2026 : ParisTestConf - Paris (France) 31 mars 2026-1 avril 2026 : FlowCon France 2026 - Paris (France) 1 avril 2026 : AWS Summit Paris - Paris (France) 2 avril 2026 : Pragma Cannes 2026 - Cannes (France) 2-3 avril 2026 : Xen Spring Meetup 2026 - Grenoble (France) 7 avril 2026 : PyTorch Conference Europe - Paris (France) 9-10 avril 2026 : Android Makers by droidcon 2026 - Paris (France) 9-11 avril 2026 : Drupalcamp Grenoble 2026 - Grenoble (France) 16-17 avril 2026 : MiXiT 2026 - Lyon (France) 17-18 avril 2026 : Faiseuses du Web 5 - Dinan (France) 22-24 avril 2026 : Devoxx France 2026 - Paris (France) 23-25 avril 2026 : Devoxx Greece - Athens (Greece) 6-7 mai 2026 : Devoxx UK 2026 - London (UK) 12 mai 2026 : Lead Innovation Day - Leadership Edition - Paris (France) 19 mai 2026 : La Product Conf Paris 2026 - Paris (France) 21-22 mai 2026 : Flupa UX Days 2026 - Paris (France) 22 mai 2026 : AFUP Day 2026 Lille - Lille (France) 22 mai 2026 : AFUP Day 2026 Paris - Paris (France) 22 mai 2026 : AFUP Day 2026 Bordeaux - Bordeaux (France) 22 mai 2026 : AFUP Day 2026 Lyon - Lyon (France) 28 mai 2026 : DevCon 27 : I.A. & Vibe Coding - Paris (France) 28 mai 2026 : Cloud Toulouse 2026 - Toulouse (France) 29 mai 2026 : NG Baguette Conf 2026 - Paris (France) 29 mai 2026 : Agile Tour Strasbourg 2026 - Strasbourg (France) 2-3 juin 2026 : Agile Tour Rennes 2026 - Rennes (France) 2-3 juin 2026 : OW2Con - Paris-Châtillon (France) 3 juin 2026 : IA–NA - La Rochelle (France) 5 juin 2026 : TechReady - Nantes (France) 5 juin 2026 : Fork it! - Rouen - Rouen (France) 6 juin 2026 : Polycloud - Montpellier (France) 9 juin 2026 : JFTL - Montrouge (France) 9 juin 2026 : C: - Caen (France) 11-12 juin 2026 : DevQuest Niort - Niort (France) 11-12 juin 2026 : DevLille 2026 - Lille (France) 12 juin 2026 : Tech F'Est 2026 - Nancy (France) 16 juin 2026 : Mobilis In Mobile 2026 - Nantes (France) 17-19 juin 2026 : Devoxx Poland - Krakow (Poland) 17-20 juin 2026 : VivaTech - Paris (France) 18 juin 2026 : Tech'Work - Lyon (France) 22-26 juin 2026 : Galaxy Community Conference - Clermont-Ferrand (France) 24-25 juin 2026 : Agi'Lille 2026 - Lille (France) 24-26 juin 2026 : BreizhCamp 2026 - Rennes (France) 2 juillet 2026 : Azur Tech Summer 2026 - Valbonne (France) 2-3 juillet 2026 : Sunny Tech - Montpellier (France) 3 juillet 2026 : Agile Lyon 2026 - Lyon (France) 6-8 juillet 2026 : Riviera Dev - Sophia Antipolis (France) 2 août 2026 : 4th Tech Summit on Artificial Intelligence & Robotics - Paris (France) 20-22 août 2026 : 4th Tech Summit on AI & Robotics - Paris (France) & Online 4 septembre 2026 : JUG Summer Camp 2026 - La Rochelle (France) 17-18 septembre 2026 : API Platform Conference 2026 - Lille (France) 24 septembre 2026 : PlatformCon Live Day Paris 2026 - Paris (France) 1 octobre 2026 : WAX 2026 - Marseille (France) 1-2 octobre 2026 : Volcamp - Clermont-Ferrand (France) 5-9 octobre 2026 : Devoxx Belgium - Antwerp (Belgium) Nous contacter Pour réagir à cet épisode, venez discuter sur le groupe Google https://groups.google.com/group/lescastcodeurs Contactez-nous via X/twitter https://twitter.com/lescastcodeurs ou Bluesky https://bsky.app/profile/lescastcodeurs.com Faire un crowdcast ou une crowdquestion Soutenez Les Cast Codeurs sur Patreon https://www.patreon.com/LesCastCodeurs Tous les épisodes et toutes les infos sur https://lescastcodeurs.com/

Beth GMs for Ellie, Crash, and Io. This episode: The Logistics Trio wrap up the arc and return home. Follow this series on… RSS: https://aaronbsmith.com/cogwheel/tag/gurpswars/podcast Patreon: https://www.patreon.com/cogwheelgaming Mastodon: https://is.aaronbsmith.com/@cogwheel Not on Mastodon? Consider these instances: gamepad.club dice.camp mastodon.art chirp.enworld.org tabletop.vip MP3 Download: GURPS Wars S1 Ep 92: Hats And Holocrons Music Used: “Cabin Fever!” by Drozerix is licensed as Public Domain and can be downloaded from http://modarchive.org. Keep us ad free by supporting us on Patreon! Thanks to our current Patreon Patrons (as of this upload…): Cindy (Patron Emeritus), Ellie, Liv Dromen, Paul, ShanShen, and Walter!

Buon Lunedi e buona settimana!Io sono Alessandro Mele e questo è “RESPIRO”, l'appuntamento quotidiano del podcast “Il Mondo Invisibile”, dedicato ad artisti, creativi, e non solo.Qualche minuto per staccarci dal mondo fuori e ricollegarci con noi stessi.Oggi Rainer Maria Rilke ci dice chi è un artistaBuona giornataA presto!Alessandro#ilmondoinvisibilepodcast #respiropodcast #arte #creatività #ispirazione #podcastitaliani #respiro

Hai mai guardato una serie TV in italiano e pensato: "Ma che cosa ha detto?!" Le serie TV sono un'ottima risorsa per imparare espressioni autentiche. Con questo articolo imparerai 12 espressioni italiane colloquiali usate nel doppiaggio italiano di Stranger Things, quelle che sentirai spesso nelle conversazioni quotidiane. 12 Espressioni Italiane da Stranger Things 1. Banale Nullità Contesto nella Serie Nell'episodio 1 della stagione 2, Jonathan Byers cerca di consolare suo fratello minore Will, che è stato preso in giro a scuola con il soprannome "Zombie Boy". Per rassicurarlo e fargli capire che essere diversi non è un difetto, Jonathan gli dice: "Va bene? E preferisco essere amico di Zombie Boy che di una banale nullità." Che Cosa Significa? Questa espressione è composta da due parole: Banale, che indica qualcosa di ordinario, scontato, senza originalità, e Nullità, che descrive una persona insignificante, priva di valore o personalità. Quindi una "banale nullità" è una persona completamente priva di interesse, noiosa, che non ha nulla di speciale. Si tratta di un insulto piuttosto forte. Esempi d'Uso "Non voglio passare il sabato sera con quelle banali nullità. Andiamo da un'altra parte." "Il nuovo collega? Una banale nullità. Non ha mai un'opinione su niente." Nota Linguistica In italiano usiamo spesso "nullità" per indicare una persona senza valore. Puoi anche dire semplicemente "Sei una nullità!" se vuoi essere più diretto. 2. Essere in Gambissima Contesto nella Serie Nell'episodio 6 della stagione 2, Lucas Sinclair cerca di conquistare Max Mayfield, la ragazza appena trasferita a Hawkins che gli piace molto. Mentre i due sono da soli, Lucas vuole farle capire quanto la ammiri e, guardandola negli occhi, le dice: "E tu sei forte, sei diversa e sei in gambissima." Che Cosa Significa? L'espressione di base è "essere in gamba", che significa essere una persona capace, intelligente, sveglia, che sa fare le cose bene. Qui abbiamo "in gambissima", con il superlativo assoluto -issima, che rende l'espressione ancora più forte: significa essere molto in gamba, davvero eccezionale. Esempi d'Uso "La mia nuova avvocata è in gambissima: ha risolto tutto in una settimana." "Tuo figlio è proprio in gamba. A soli 10 anni parla già tre lingue." Attenzione "Essere in gamba" si usa solo per le persone, non per le cose. Quindi è corretto dire "Marco è in gamba", ma non puoi dire "Questo computer è in gamba". 3. Essere Fuori Strada Contesto nella Serie Nell'episodio 4 della stagione 4, ritroviamo sempre Max Mayfield, ormai parte integrante del gruppo. Quando qualcuno le propone di trascorrere il tempo nello scantinato di Mike Wheeler, lei rifiuta categoricamente con il suo carattere diretto: "Se credi che passerò quello che sembra essere il mio ultimo giorno di vita nel lurido scantinato di Mike Wheeler, sei fuori strada." Che Cosa Significa? Letteralmente, "fuori strada" indica qualcuno che ha sbagliato direzione, che non è sulla strada giusta. In senso figurato significa sbagliarsi completamente, avere un'idea totalmente sbagliata della situazione. Esempi d'Uso "Pensi che io abbia rubato i tuoi soldi? Sei completamente fuori strada." "Se credi che ti presterò la macchina dopo quello che è successo, sei fuori strada." Espressioni Simili EspressioneRegistroSei fuori!Più colloquialeTi sbagli di grosso!StandardNon ci siamo proprio!Colloquiale 4. Che Cosa Cavolo...? Contesto nella Serie Nell'episodio 3 della stagione 2, ancora una volta Max Mayfield si fa notare per il suo temperamento schietto. Quando assiste a qualcosa di inaspettato che la lascia sorpresa e irritata, reagisce esclamando: "Ma che cosa cavolo fai?" Che Cosa Significa? "Cavolo" è un eufemismo, cioè una parola più gentile che sostituisce una parola volgare. Si usa per esprimere sorpresa, rabbia o frustrazione in modo meno offensivo. Esempi d'Uso "Che cavolo stai dicendo?" "Ma dove cavolo sei andato?" "Cavolo! Ho dimenticato le chiavi." Altri Eufemismi Italiani EufemismoUsoAccidenti!Esclamazione genericaMannaggia!Espressione di frustrazionePorca miseria!Esprime rabbia Nota Linguistica Il cavolo è un ortaggio molto presente nelle espressioni italiane: "Non me ne importa un cavolo", "Fatti i cavoli tuoi", "Col cavolo!" (per dire "assolutamente no"). 5. Rompiscatole Testa Calda Contesto nella Serie Nell'episodio 3 della stagione 5, Jim Hopper, lo sceriffo di Hawkins e padre adottivo di Eleven, si confronta con la ragazza dopo l'ennesimo momento di tensione. Con il suo tipico tono burbero ma affettuoso, esasperato dal suo comportamento impulsivo, le dice: "Sei una rompiscatole testa calda, lo sai, sì?" Che Cosa Significa? Qui abbiamo due espressioni insieme: Rompiscatole indica una persona fastidiosa, che dà sempre problemi, che non ti lascia in pace (è anche una versione più educata di un'altra espressione più volgare). Testa calda descrive una persona impulsiva, che agisce senza pensare, che si arrabbia facilmente. Una "rompiscatole testa calda" è quindi qualcuno che è sia fastidioso sia impulsivo. Esempi d'Uso "Mio fratello è un vero rompiscatole: mi chiama dieci volte al giorno." "Non fare il testa calda. Pensa prima di parlare." 6. Non Me Ne Fotte Niente Contesto nella Serie Nell'episodio 3 della stagione 5, quando la sorella viene a chiamarlo per la cena, Derek risponde con tono calmo e annoiato: "Non me ne fotte niente della mamma." Attenzione: Espressione Volgare Che Cosa Significa? Significa "non mi importa per niente", ma in modo molto forte e maleducato. Il verbo "fottere" è volgare, quindi questa espressione si usa solo in contesti molto informali, tra amici stretti, o quando sei molto arrabbiato. Alternative Più Educate EspressioneLivello di FormalitàNon me ne importa nienteNeutroNon mi interessaFormaleNon me ne può fregar di menoColloquiale (ancora un po' forte)Me ne infischioColloquiale ma non volgare Consiglio Se stai imparando l'italiano, è importante capire queste espressioni quando le senti, ma fai attenzione a usarle: potrebbero offendere qualcuno se usate nel contesto sbagliato. 7. Annaspare Contesto nella Serie Nell'episodio 1 della stagione 4, conosciamo Eddie Munson, il carismatico leader dell'Hellfire Club, il club di Dungeons & Dragons della Hawkins High School. Mentre parla con i suoi compagni nella mensa della scuola, ammette con ironia: "Io annaspo a fatica verso una D nei compiti della O'Donnell." Che Cosa Significa? Annaspare ha due significati: nel significato letterale, indica il muovere le braccia e le gambe in modo disordinato, come quando stai per affogare in acqua; nel significato figurato, significa fare molta fatica, trovarsi in grande difficoltà, non riuscire a portare avanti qualcosa. Nel contesto della serie, Eddie sta dicendo che fa molta fatica a scuola, che a stento riesce a prendere voti sufficienti. Esempi d'Uso "Sto annaspando con questo progetto: è troppo difficile." "Dopo aver perso il lavoro, annaspa per arrivare a fine mese." "Nuota malissimo: quando entra in acqua, annaspa come un pesce fuor d'acqua." 8. Rimanere di Stucco Contesto nella Serie Nell'episodio 1 della stagione 5, Robin Buckley, l'ironica e sarcastica amica di Steve Harrington, racconta via radio un episodio che l'ha completamente spiazzata. Descrivendo la sua reazione di totale stupore, dice riferendosi a se stessa: "[...] ...la sottoscritta è rimasta di stucco." Che Cosa Significa? Rimanere di stucco significa rimanere molto sorpresi, sbalorditi, senza parole. È come rimanere immobili dalla sorpresa, come se fossi diventato una statua. Lo "stucco" è un materiale usato in edilizia, che diventa duro quando si asciuga. L'immagine è quella di una persona che rimane ferma, rigida, come se fosse fatta di stucco. Esempi d'Uso "Quando ho saputo che Marco si sposava, sono rimasto di stucco." "La notizia mi ha lasciato di stucco: non me l'aspettavo proprio." Espressioni Simili EspressioneImmagine EvocataRimanere di sassoPietrificato come un sassoRimanere a bocca apertaStupore fisico visibileRestare senza paroleIncapacità di parlareRimanere di saleRiferimento biblico alla moglie di Lot 9. Dare un Taglio / Diamoci un Taglio Contesto nella Serie Nell'episodio 7 della stagione 5, Murray Bauman, l'eccentrico ex giornalista e investigatore privato che ha aiutato il gruppo in diverse occasioni, interviene durante una discussione che si sta prolungando troppo. Con il suo modo diretto e pragmatico, cerca di riportare l'altra persona alla realtà dicendo: "[...] quindi diamoci un taglio netto." Che Cosa Significa? Dare un taglio significa smettere di fare qualcosa, finirla, piantarla. Si usa quando vuoi dire a qualcuno (o a te stesso) di smettere con un comportamento. "Taglio netto" aggiunge enfasi: significa smettere completamente, senza mezze misure. Esempi d'Uso "Dacci un taglio con queste lamentele." "Ho dato un taglio ai dolci: voglio dimagrire." "Ragazzi, diamoci un taglio e torniamo a lavorare." Attenzione Non confondere "dacci un taglio" (smettere) con "farsi un taglio" (che significa farsi i capelli o tagliarsi accidentalmente). 10. Secchione / Secchiona Contesto nella Serie Nell'episodio 6 della stagione 3, Dustin Henderson, il membro più nerd del gruppo, si rivolge ad Erica durante una conversazione. Quando lei fa un commento che lui trova troppo ottimista o poco realistico, la prende in giro dicendole: "Pensavo che fossi più realista, secchiona." Che Cosa Significa? Un secchione (o una secchiona) è uno studente che studia moltissimo, che passa tutto il tempo sui libri.

This is a recap of the top 10 posts on Hacker News on February 14, 2026. This podcast was generated by wondercraft.ai (00:30): uBlock filter list to hide all YouTube ShortsOriginal post: https://news.ycombinator.com/item?id=47016443&utm_source=wondercraft_ai(01:57): An AI agent published a hit piece on me – more things have happenedOriginal post: https://news.ycombinator.com/item?id=47009949&utm_source=wondercraft_ai(03:24): Ars Technica makes up quotes from Matplotlib maintainer; pulls storyOriginal post: https://news.ycombinator.com/item?id=47013059&utm_source=wondercraft_ai(04:51): Ooh.directory: a place to find good blogs that interest youOriginal post: https://news.ycombinator.com/item?id=47014449&utm_source=wondercraft_ai(06:18): News publishers limit Internet Archive access due to AI scraping concernsOriginal post: https://news.ycombinator.com/item?id=47017138&utm_source=wondercraft_ai(07:45): My smart sleep mask broadcasts users' brainwaves to an open MQTT brokerOriginal post: https://news.ycombinator.com/item?id=47015294&utm_source=wondercraft_ai(09:12): Vim 9.2Original post: https://news.ycombinator.com/item?id=47015330&utm_source=wondercraft_ai(10:39): Zig – io_uring and Grand Central Dispatch std.Io implementations landedOriginal post: https://news.ycombinator.com/item?id=47012717&utm_source=wondercraft_ai(12:06): Homeland Security Wants Social Media Sites to Expose Anti-ICE AccountsOriginal post: https://news.ycombinator.com/item?id=47009582&utm_source=wondercraft_ai(13:33): Platforms bend over backward to help DHS censor ICE critics, advocates sayOriginal post: https://news.ycombinator.com/item?id=47015406&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

An airhacks.fm conversation with Francesco Nigro (@forked_franz) about: break dancing and basketball including meeting Kobe Bryant in Italy during a dunk competition, using AI coding assistants like Claude Opus 4.5 and GitHub bots for infrastructure setup and CI/CD pipeline configuration, limitations of LLMs for novel performance-sensitive algorithmic work where training data is scarce, branchless IPv4 parsing optimization as a Christmas coding challenge, CPU branch misprediction costs when parsing variable-length IP address octets, converting branching logic into mathematical operations using bit tricks for better CPU pipeline utilization, LLMs excelling at generating enterprise code based on well-documented standards and conventions, providing minimal but precise documentation and annotations to improve LLM code generation quality, the Boundary Control Entity BCE architecture pattern and standards-based development, the core problem of thread handoff between event loops and ForkJoinPool worker threads in frameworks like quarkus Vert.x and Micronaut, mechanical sympathy implications of cross-core memory access when serialized data is allocated on one core and read by another, CPU cache coherency costs and last-level cache penalties when event loop and worker pool run on different cores, the custom virtual thread scheduler project (netty-virtual-thread-scheduler) enabling a single platform thread to handle both networking I/O and virtual thread execution, approximately 50% CPU savings demonstrated by Micronaut when using unified Netty-based scheduling, collaboration with Oracle Loom team including Victor Klang and Alan Bateman on minimal scheduler API design, the scheduler API consisting of just two methods onStart and onContinue plus virtual thread task attachments, work stealing algorithms and their complexity including heuristics similar to Linux CFS scheduler, the importance of being declarative about thread affinity rather than automatic magical binding to avoid issues with lazy class loading and background reaper threads, thread factory based approach for creating virtual threads bound to specific platform threads, stream-based run queues with graceful shutdown semantics that fall back to ForkJoinPool for progress guarantees, thread-local Scoped Values as a hybrid between thread locals and scoped values for efficient context propagation, performance problems with ThreadLocal including lazy ThreadLocalMap allocation overhead on virtual threads and scalability issues with ThreadLocal.remove() and soft reference queues, the impact on reactive programming where back pressure and stream composition still require higher-level abstractions beyond Basic Java concurrency primitives, structured concurrency limitations for back pressure scenarios compared to reactive libraries, deterministic testing possibilities enabled by custom schedulers where execution order can be controlled, the poller mechanism for handling blocking I/O in virtual threads in a non-blocking way, observability improvements possible through virtual thread task attachments for monitoring state changes, cloud cost implications of inefficient thread scheduling and unnecessary CPU wake-up cycles, the distinction between framework developers and application developers as different user personas with different abstraction needs Francesco Nigro on twitter: @forked_franz

Oggi non ti parlerò di fiori, cene romantiche o di "amati di più". Oggi ti parlo di qualcosa di più scomodo e più vero:  tu non vuoi amore. Tu vuoi sentirti al sicuro mentre ami. Negli ultimi anni mi sono fatta una domanda che ha cambiato tutto: "Io, quando amo… mi sento al sicuro?" Per molto tempo la risposta è stata no. Ho chiamato "amore" la tensione. "Connessione" l'ansia. "Passione" il mio adattarmi per non perdere l'altro. E la verità più difficile è stata questa: non stavo cercando amore. Stavo cercando sicurezza. In questo episodio condivido alcuni passaggi potenti dell'ultima diretta sull'amore consapevole che ho tenuto nella mia scuola di crescita personale femminile. Mi avete scritto in tante: "È come se ora vedessi le mie relazioni con un altro paio di occhiali." E quando cambia lo sguardo, cambia tutto. Voglio lasciarti con la domanda con cui sto camminando: Dove sto chiamando amore ciò che in realtà è paura? E se senti che sono la mentore giusta per te, ora ecco come puoi proseguire.   Dal 23 febbraio al 1 marzo inizia 2026 in Equilibrio uno spazio gratuito per tornare a te.

Sponsor Link:www.incogni.com/spacenuts Cosmic Dust in a Jar, Volcanic Eruptions on Io, and the Quest for Intelligent LifeIn this exciting episode of Space Nuts, hosts Andrew Dunkley and Professor Fred Watson delve into a series of captivating cosmic stories that will spark your imagination. From the groundbreaking creation of cosmic dust in a lab to the simultaneous volcanic eruptions on Jupiter's moon Io, this episode is a treasure trove of astronomical insights.Episode Highlights:- Cosmic Dust in a Jar: A Sydney PhD student has synthesized cosmic dust in a laboratory setting. Andrew and Fred discuss the implications of this breakthrough for our understanding of how complex organic molecules form in space, and whether this could reduce the need for future space missions to gather samples from asteroids.- Simultaneous Volcanic Eruptions on Io: The hosts explore the extraordinary event of five volcanoes erupting at once on Io, revealing insights into the moon's geological activity. They discuss the gravitational forces at play and how this discovery challenges previous theories about Io's solid interior.- Follow the Coal to Find Intelligent Life: A new theory suggests that the presence of coal may be a key factor in the development of intelligent civilizations. Andrew and Fred unpack the idea that access to natural resources could influence technological advancement, raising questions about the rarity of intelligent life in the universe.For more Space Nuts, including our continuously updating newsfeed and to listen to all our episodes, visit our website. Follow us on social media at SpaceNutsPod on Facebook, Instagram, and more. We love engaging with our community, so be sure to drop us a message or comment on your favorite platform.If you'd like to help support Space Nuts and join our growing family of insiders for commercial-free episodes and more, visit spacenutspodcast.com/about.Stay curious, keep looking up, and join us next time for more stellar insights and cosmic wonders. Until then, clear skies and happy stargazing.Become a supporter of this podcast: https://www.spreaker.com/podcast/space-nuts-astronomy-insights-cosmic-discoveries--2631155/support.

🧭 REBEL Rundown 📌 Key Points The 4 Steps of an ED Consult:👋 Introduce yourself and your role🎯 Lead with the outcome (the ask)🧾 Give a focused case summary (why it’s theirs + what you’ve done)🔁 Close the loop (timeline, next steps, contingencies) Click here for Direct Download of the Podcast. 📝 Introduction Today we’re tackling one of the most important (and most under-taught) skills in emergency medicine: how to call a consult in the ED and what to do when a consultant pushes back.To call a consult in the ED, start with a brief introduction, lead with the outcome you need (“the ask”), give a focused decision-relevant summary, and close the loop with timeline and next steps. If the consultant resists, clarify the “why,” restate the ask, offer alternatives, and escalate when patient safety or disposition is at risk.After two decades in emergency medicine and countless consult calls, here’s a simple framework—plus copy/paste scripts—to make your consults faster, clearer, and easier to say “yes” to. 🤔 Why Consult Skills Matter in Emergency Medicine Consults aren’t a formality—they’re a patient-care intervention. Strong consult communication:Reduces delays in time-sensitive careImproves ED throughput and dispositionDecreases conflict and miscommunicationClarifies ownership and next stepsProtects the patient (and the team) when plans are unclear 🪜 The 4-Step ED Consult Framework (Introduction → Ask → Summary → Close the Loop) Most consult friction comes from one of two problems: unclear expectations or excessive noise. This four-step structure solves both.1) Introduce yourself and your roleA simple intro sets a professional tone and removes ambiguity.Script: “Hey, this is Swami, one of the ED attendings. I’m calling for an ortho consult.” 2) Lead with the outcome (the ask)Don’t bury the lede. The consultant wants to know what you need—immediately.Script: “I’m calling about a patient with a suspected septic knee. I need you to evaluate for operative management.” 3) Give a focused, decision-relevant summaryYour summary should answer:Why this is your service’s problemWhat’s already been doneWhat I’m worried about / what decision is needed nowScript: “43-year-old man with no major PMH, 3 days of knee pain and swelling. XR negative. Febrile. Aspiration yielded purulent fluid—cultures sent. We started antibiotics after the tap. He’s hemodynamically stable.” High-yield pearl: Add quick “stability anchors” when relevant:“Airway stable, pain controlled.”“Neurovascularly intact.”“No signs of compartment syndrome.”“No hypotension or escalating oxygen requirement.” 4) Close the loop (timeline + next steps)This prevents the consult from floating in limbo and protects patient flow.Script: “When do you expect to see the patient, and do you want anything done before you arrive—NPO, repeat labs, additional imaging?” 📝 ED Consult Script General ED Consult Script “Hi, this is Dr. ___ in the ED. I’m calling for a ___ consult. The reason is ___. Briefly: ___ year-old with ___. We’ve done ___ and started ___. I’m concerned about ___. Can you see them today, and what’s your preferred next step?” Septic joint / Ortho Example “Hi, this is Swami in the ED. I need an ortho consult for suspected septic arthritis. 43-year-old with 3 days of atraumatic knee swelling and fever. XR negative. Tap produced purulent fluid—cultures sent. Antibiotics started after aspiration. Can you evaluate for operative management, and when can you see the patient?” Neurology example (time-sensitive) “Hi, this is Dr. ___ in the ED. I need neurology for suspected acute stroke. Last known well ___. NIHSS ___. CT/CTA completed (or pending). I’m calling to discuss candidacy for thrombolysis/thrombectomy and next steps. When can you evaluate and what additional workup do you want now?” ⛓️‍💥 Common ED Consult Mistakes (and Fixes) Mistake: Long story before the askFix: Lead with the outcome in the first sentenceMistake: Unfiltered data dumpFix: Provide only decision-relevant detailsMistake: No timelineFix: Ask explicitly when they’ll see the patient and what they need firstMistake: Implicit “ownership”Fix: Clarify who is admitting, who is following, and what happens if the patient worsens ✋ What to Do When a Consultant Pushes Back Even a perfect consult can meet resistance. Your job is to stay calm, keep it professional, and protect the patient.1) Ask “why?”Don’t argue first—diagnose the refusal.Script: “Help me understand your concern about seeing this patient.” Many refusals are based on misunderstanding: wrong service, missing key detail, or incorrect assumption about stability.2) Restate the consult in one sentence, then offer optionsIf the conversation starts spiraling, reset it.Script: “To be clear, I’m concerned this is septic arthritis and needs ortho evaluation. If you don’t feel you’re the right service, who should be—rheum, medicine, or another surgical team?” This keeps you collaborative while preventing dead ends.3) Humanize the decision (use sparingly)This is a “high-voltage” tool. Use it when stakes are high and you’ve already clarified the medical facts.Script: “I’m worried we’re missing something time-sensitive. If this were your family member, what would you want us to do next?” Use it to re-anchor to patient risk—not as a guilt tactic. ⚡️When and How to Escalate a Consult Escalation isn’t personal—it’s a safety mechanism when there’s an impasse that threatens timely care.When to escalateTime-sensitive condition is delayed (e.g., septic joint, cord compression, testicular torsion, GI bleed with instability)No clear disposition plan despite reasonable ED evaluationConsultant refusal blocks needed specialty decision-makingPatient safety or deterioration risk is increasing in the ED How to escalate (lowest to highest intensity)Ask for the consultant’s attending (if speaking to a resident)Call the on-call attending directlyInvolve ED leadership/medical directorEscalate to service chief/department chair (rare, but real)Hospital supervisor/admin escalation for immediate operational impasseScript: “We’re at an impasse and the patient needs a decision. I’m escalating to clarify ownership and ensure timely care.” ️ Documentation Tips for Consult Refusals Documentation should be factual and patient-centered, not punitive.Include:Your clinical concern and why the consult is neededWho you spoke with (name/role)Their stated reason for refusal or delayAlternatives discussedEscalation steps taken and final plan 👉 FAQ: Emergency Medicine Consults What is the best way to call a consult in the ED?Introduce yourself, lead with the specific ask, summarize only decision-relevant details, and close the loop with a clear plan and timeline.What should I say when a consultant refuses to see a patient?Ask why, clarify misunderstandings, restate your concern and the ask, and request an alternative plan or appropriate service.When should I escalate a consult?Escalate when an impasse delays time-sensitive care, threatens patient safety, or prevents appropriate disposition.How do I document a refused consult?Document the clinical concern, who you spoke with, their stated reason, alternatives discussed, and escalation steps taken. 🏁 Conclusion Mastering emergency medicine consults makes you faster, safer, and easier to work with. The goal isn’t to “win” a consult call—it’s to get the patient the right care, with clear ownership and a shared plan. Post Peer Reviewed By: Marco Propersi, DO (Twitter/X: @Marco_propersi), and Mark Ramzy, DO (X: @MRamzyDO) 👤 Associate Editor Anand Swaminathan MD, MPH All Things REBEL EM Meet The Team 🔎 Your Deep-Dive Starts Here REBEL Core Cast – Pediatric Respiratory Emergencies: Beyond Viral Season Welcome to the Rebel Core Content Blog, where we delve ... Pediatrics Read More REBEL Core Cast 143.0–Ventilators Part 3: Oxygenation & Ventilation — Mastering the Balance on the Ventilator When you take the airway, you take the wheel and ... Thoracic and Respiratory Read More REBEL Core Cast 142.0–Ventilators Part 2: Simplifying Mechanical Ventilation – Most Common Ventilator Modes Mechanical ventilation can feel overwhelming, especially when faced with a ... Thoracic and Respiratory Read More REBEL Core Cast 141.0–Ventilators Part 1: Simplifying Mechanical Ventilation — Types of Breathes For many medical residents, the ICU can feel like stepping ... Thoracic and Respiratory Read More REBEL Core Cast 140.0: The Power and Limitations of Intraosseous Lines in Emergency Medicine The sicker the patient, the more likely an IO line ... Procedures and Skills Read More REBEL Core Cast 139.0: Pneumothorax Decompression On this episode of the Rebel Core Cast, Swami takes ... Procedures and Skills Read More The post REBEL Core Cast 150.0: Emergency Medicine Consults: How to Call a Consult + Handle Pushback (With Scripts) appeared first on REBEL EM - Emergency Medicine Blog.

This Friday, the Race of the Day is Forego Stakes at Turfway Park presented by Morningline.IO. Tune in as David Aragona and Mike Beer offer their analysis.

Welcome weary travelers! Charming dungeon master Jono Mammel is back for a fantastical improvised adventure, inspired by Jono's real work in "Oops! All Bards." Join us as we enter a magical, musical world of swamps & sparrows, rocks & rolls, taverns & telekinesis, and more. Roll for initiative! Jono Mammel (they/them) is an actor, musical improviser, and tabletop game master originally from Rochester Hills, Michigan. Their Chicago credits include "Anthony Rapp: Home for the Holidays," "Benny Bingo and the Evangelikids," "Fan Fiction," "Puffs," "Shark Tank: the Musical," "Oops! All Bards: An Improvised D&D Musical," "Phony Award Winning Musical," and "Blank! The Musical." They can be seen improvising at Second City in "Baby Wants Candy" and "Shamilton," at the Revival in "Faking the Band," at iO in "Marquee," and at the Annoyance in "Tuesday Musical Improv." When not making things up, they enjoy murder mystery novels, televised cooking competitions, and making time-consuming Italian food. Cast: Lily Ludwig, Austin Packard, Jono Mammel Music Director: Sam Scheidler Drums: Chris Ditton Follow us @CharmScenePod on Instagram, TikTok, and YouTube, or shoot us a message at CharmScenePod@gmail.com!

durée : 00:14:38 - Les Midis de Culture - par : Marie Labory - Après un recueil de nouvelles publié en 2025, Stephen King revient avec un nouveau roman, "Ne jamais trembler", qui signe le retour du personnage d'Holly Gibney. - réalisation : Laurence Malonda - invités : Marie Sorbier Productrice du "Point Culture" sur France Culture, et rédactrice en chef de I/O; François Angelier Producteur de l'émission "Mauvais Genres" sur France Culture, spécialiste de littérature populaire

durée : 00:27:10 - Les Midis de Culture - par : Marie Labory - Aujourd'hui, dans notre débat critique, on parle de littérature, avec le nouveau roman du maître de l'horreur Stephen King et le premier de celui qu'on connaît pour sa présence au cinéma, Tom Hanks. - réalisation : Laurence Malonda - invités : Marie Sorbier Productrice du "Point Culture" sur France Culture, et rédactrice en chef de I/O; François Angelier Producteur de l'émission "Mauvais Genres" sur France Culture, spécialiste de littérature populaire

durée : 00:11:11 - Les Midis de Culture - par : Marie Labory - L'acteur Tom Hanks, figure hollywoodienne majeure, signe un premier roman qui nous plonge dans les coulisses de l'industrie cinématographique étasunienne. - réalisation : Laurence Malonda - invités : Marie Sorbier Productrice du "Point Culture" sur France Culture, et rédactrice en chef de I/O; François Angelier Producteur de l'émission "Mauvais Genres" sur France Culture, spécialiste de littérature populaire

The Race of the Day for Thursday is the the tenth at Turfway Park presented by Morningline.IO. Check out the analysis from David Aragona and Mike Beer.

Presented by Morningline.IO, Wednesday's Race of the Day is Aqueduct's third race. David Aragona and Mike Beer analyze here.

We dive into the common pitfall of new engineers: the urge to provide solutions before understanding the existing environment. Drawing parallels between manufacturing and recent Rotary District training, we explore why a "Health Check" is vital for both machines and organizations. We discuss the importance of listening to the voices and "baggage" of an old facility before attempting to rewrite its history. You'll also learn about reciprocal teaching, a method that moves beyond lecturing to create true engagement and knowledge retention.We also tackle technical questions from the community, including a deep dive into NFC security on the 5034 IO. While some suggest disabling it for security, we look at the balance between defense-in-depth and the necessity of troubleshooting tools. Other topics include configuring gateways on the SIM IP, designing rotary phase converters, and the distinct, unmistakable smell of "magic smoke." Whether you are preparing for a week in the lab or heading out to a job site, these insights will help you approach your work with more confidence and perspective.Helping you become a better technician so you will always be in demandNot sure what video to watch next? Enhance your skills and track your progress at https://controls.tw/yt-courses!

The Race of the Day for Saturday is the Sam F. Davis Stakes at Tampa Bay Downs presented by Morningline.IO. Check out the analysis from David Aragona and Mike Beer.