Podcasts about CLI

Holidays 2025 - What you been do'in? NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines What tech did we enjoy playing with or found interesting in 2025? Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions - Gary - Storage Is Cheap (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/644/feedback/Gary%20-%20Storage%20Is%20Cheap.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

This interview was recorded for the GOTO Book Club.http://gotopia.tech/bookclubCheck out more here:https://gotopia.tech/episodes/401Fabrizio Romano - Development Manager at Sohonet & Co-Author of "Learning Python Programming"Naomi Ceder - Python Instruction and Consulting & Author of "The Quick Python Book"RESOURCESFabriziohttps://x.com/gianchubhttps://github.com/gianchubhttps://www.linkedin.com/in/gianchubNaomihttps://bsky.app/profile/naomiceder.techhttps://github.com/ncederhttps://www.linkedin.com/in/naomicederhttps://www.naomiceder.techLinkhttps://adventofcode.comDESCRIPTIONNaomi Ceder interviews Fabrizio Romano, author of "Learning Python Programming" (now in its 4th edition). They discuss Fabrizio's decade-long journey as a Python programmer and book author, exploring how his perspectives have evolved across multiple editions.Key topics include the shift from GUI-focused content to command-line applications, the controversial introduction of typing in Python, the rise of AI in coding, and the importance of educating junior developers. Fabrizio emphasizes the balance between embracing new tools like AI while maintaining fundamental programming skills and the human element in software development.RECOMMENDED BOOKSFabrizio Romano & Heinrich Kruger • Learning Python Programming • https://amzn.to/4myLBItNaomi Ceder • The Quick Python Book • https://amzn.to/3zwdDOaLuciano Ramalho • Fluent Python • https://amzn.to/3oSw2jeDavid Beazley • Python Distilled (Developer's Library) • https://amzn.to/3QjNBEvAnna Skoulikari • Learning Git • https://amzn.to/4cSl8lzSy Brand • Building a Debugger • https://amzn.to/4cWWr84BlueskyTwitterInstagramLinkedInFacebookCHANNEL MEMBERSHIP BONUSJoin this channel to get early access to videos & other perks:https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/joinLooking for a unique learning experience?Attend the next GOTO conference near you! Get your ticket: gotopia.techSUBSCRIBE TO OUR YOUTUBE CHANNEL - new videos posted daily!

Upwrapping OpenZFS gifs, Propolice the OpenBSD Stack Protector, refreshing zpools, and the FreeBSD 15.0 release. NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines Unwrapping ZFS: Gifts from the Open Source Community (https://klarasystems.com/articles/zfs-community-contributions-2025/?utm_source=BSD%20Now&utm_medium=Podcast) Who wins when we filter the open web through an opaque system? (https://hidde.blog/filtered-open-web/) News Roundup We can't fund our way out of the free and open source maintenance problem (https://utcc.utoronto.ca/~cks/space/blog/tech/OpenSourceFundingNotSolution) The story of Propolice, the OpenBSD stack protector (https://www.undeadly.org/cgi?action=article;sid=20251212094310) Copying everything off a zpool, destroying it, creating a new one, and copying everything back (https://dan.langille.org/2025/12/11/copying-everything-off-a-zpool-destroying-it-creating-a-new-one-and-copying-everything-back/) All aboard the 15.0-RELEASE train! (https://vulcanridr.mataroa.blog/blog/all-aboard-the-150-release-train/) Beastie Bits Running A PDP-8 From 1965 (https://www.youtube.com/watch?v=S2r_GujSc6w) The library of time (https://libraryoftime.xyz) OPNsense 25.7.9 released (https://forum.opnsense.org/index.php?topic=49986.0) - OPNsense 25.10.1 business edition released (https://forum.opnsense.org/index.php?topic=50052.0) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Martin - recordings (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/643/feedback/Martin%20-%20recording%20of%20bsdnow.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

Ho Ho Ho, Alex here! (a real human writing these words, this needs to be said in 2025) Merry Christmas (to those who celebrate) and welcome to the very special yearly ThursdAI recap! This was an intense year in the world of AI, and after 51 weekly episodes (this is episode 52!) we have the ultimate record of all the major and most important AI releases of this year! So instead of bringing you a weekly update (it's been a slow week so far, most AI labs are taking a well deserved break, the Cchinese AI labs haven't yet surprised anyone), I'm dropping a comprehensive yearly AI review! Quarter by quarter, month by month, both in written form and as a pod/video! Why do this? Who even needs this? Isn't most of it obsolete? I have asked myself this exact question while prepping for the show (it was quite a lot of prep, even with Opus's help). I eventually landed on, hey, if nothing else, this will serve as a record of the insane week of AI progress we all witnessed. Can you imagine that the term Vibe Coding is less than 1 year old? That Claude Code was released at the start of THIS year? We get hedonicly adapt to new AI goodies so quick, and I figured this will serve as a point in time check, we can get back to and feel the acceleration! With that, let's dive in - P.S. the content below is mostly authored by my co-author for this, Opus 4.5 high, which at the end of 2025 I find the best creative writer with the best long context coherence that can imitate my voice and tone (hey, I'm also on a break!

In this episode: Alan sends Zane Lowe to a retirement home and grabs the Aux on Spotify with Auxolotl. Martin sharpens his cultlery and hard forks ffmpeg-go as ffmpeg-statigo. “Real FFmpeg bindings for Go. Not a wrapper. Not a CLI tool. The actual libraries

In this episode: Alan sends Zane Lowe to a retirement home and grabs the Aux on Spotify with Auxolotl. Martin sharpens his cultlery and hard forks ffmpeg-go as ffmpeg-statigo. “Real FFmpeg bindings for Go. Not a wrapper. Not a CLI tool. The actual libraries

In questa puntata di .NET in pillole parlo di applicazioni CLI in .NET e di come gestire in modo corretto e pulito gli argomenti da riga di comando.Parto da CommandLineParser, una libreria semplice e molto diretta, ideale quando serve solo fare parsing senza complicarsi la vita, per poi passare a Spectre.Console.Cli, un framework più completo che permette di costruire CLI moderne, strutturate e pronte a crescere nel tempo.https://github.com/commandlineparser/commandlinehttps://spectreconsole.net/cli/getting-started#dotnet #cli #CommandLineParser #SpectreConsoleCli #podcast #dotnetinpillole

Michael Kosir and Rosemary Wang (developer advocates at HashiCorp, an IBM Company) recap AWS re:Invent and discuss Terraform 1.14, including the query CLI command. Podcast Notes: - https://www.hashicorp.com/en/blog/re-invent-2025-how-hashicorp-and-aws-are-simplifying-cloud-operations - https://www.hashicorp.com/en/blog/day-2-infrastructure-management-with-terraform-actions - https://github.com/hashicorp/terraform/releases/tag/v1.14.0 - https://developer.hashicorp.com/terraform/language/v1.14.x/import/bulk

Dans cet épisode de fin d'année plus relax que d'accoutumée, Arnaud, Guillaume, Antonio et Emmanuel distutent le bout de gras sur tout un tas de sujets. L'acquisition de Confluent, Kotlin 2.2, Spring Boot 4 et JSpecify, la fin de MinIO, les chutes de CloudFlare, un survol des dernieres nouveauté de modèles fondamentaux (Google, Mistral, Anthropic, ChatGPT) et de leurs outils de code, quelques sujets d'architecture comme CQRS et quelques petits outils bien utiles qu'on vous recommande. Et bien sûr d'autres choses encore. Enregistré le 12 décembre 2025 Téléchargement de l'épisode LesCastCodeurs-Episode-333.mp3 ou en vidéo sur YouTube. News Langages Un petit tutoriel par nos amis Sfeiriens montrant comment récupérer le son du micro, en Java, faire une transformée de Fourier, et afficher le résultat graphiquement en Swing https://www.sfeir.dev/back/tutoriel-java-sound-transformer-le-son-du-microphone-en-images-temps-reel/ Création d'un visualiseur de spectre audio en temps réel avec Java Swing. Étapes principales : Capture du son du microphone. Analyse des fréquences via la Transformée de Fourier Rapide (FFT). Dessin du spectre avec Swing. API Java Sound (javax.sound.sampled) : AudioSystem : point d'entrée principal pour l'accès aux périphériques audio. TargetDataLine : ligne d'entrée utilisée pour capturer les données du microphone. AudioFormat : définit les paramètres du son (taux d'échantillonnage, taille, canaux). La capture se fait dans un Thread séparé pour ne pas bloquer l'interface. Transformée de Fourier Rapide (FFT) : Algorithme clé pour convertir les données audio brutes (domaine temporel) en intensités de fréquences (domaine fréquentiel). Permet d'identifier les basses, médiums et aigus. Visualisation avec Swing : Les intensités de fréquences sont dessinées sous forme de barres dynamiques. Utilisation d'une échelle logarithmique pour l'axe des fréquences (X) pour correspondre à la perception humaine. Couleurs dynamiques des barres (vert → jaune → rouge) en fonction de l'intensité. Lissage exponentiel des valeurs pour une animation plus fluide. Un article de Sfeir sur Kotlin 2.2 et ses nouveautés - https://www.sfeir.dev/back/kotlin-2-2-toutes-les-nouveautes-du-langage/ Les guard conditions permettent d'ajouter plusieurs conditions dans les expressions when avec le mot-clé if Exemple de guard condition: is Truck if vehicule.hasATrailer permet de combiner vérification de type et condition booléenne La multi-dollar string interpolation résout le problème d'affichage du symbole dollar dans les strings multi-lignes En utilisant $$ au début d'un string, on définit qu'il faut deux dollars consécutifs pour déclencher l'interpolation Les non-local break et continue fonctionnent maintenant dans les lambdas pour interagir avec les boucles englobantes Cette fonctionnalité s'applique uniquement aux inline functions dont le corps est remplacé lors de la compilation Permet d'écrire du code plus idiomatique avec takeIf et let sans erreur de compilation L'API Base64 passe en version stable après avoir été en preview depuis Kotlin 1.8.20 L'encodage et décodage Base64 sont disponibles via kotlin.io.encoding.Base64 Migration vers Kotlin 2.2 simple en changeant la version dans build.gradle.kts ou pom.xml Les typealias imbriqués dans des classes sont disponibles en preview La context-sensitive resolution est également en preview Les guard conditions préparent le terrain pour les RichError annoncées à KotlinConf 2025 Le mot-clé when en Kotlin équivaut au switch-case de Java mais sans break nécessaire Kotlin 2.2.0 corrige les incohérences dans l'utilisation de break et continue dans les lambdas Librairies Sprint Boot 4 est sorti ! https://spring.io/blog/2025/11/20/spring-boot-4-0-0-available-now Une nouvelle génération : Spring Boot 4.0 marque le début d'une nouvelle génération pour le framework, construite sur les fondations de Spring Framework 7. Modularisation du code : La base de code de Spring Boot a été entièrement modularisée. Cela se traduit par des fichiers JAR plus petits et plus ciblés, permettant des applications plus légères. Sécurité contre les nuls (Null Safety) : D'importantes améliorations ont été apportées pour la "null safety" (sécurité contre les valeurs nulles) à travers tout l'écosystème Spring grâce à l'intégration de JSpecify. Support de Java 25 : Spring Boot 4.0 offre un support de premier ordre pour Java 25, tout en conservant une compatibilité avec Java 17. Améliorations pour les API REST : De nouvelles fonctionnalités sont introduites pour faciliter le versioning d'API et améliorer les clients de services HTTP pour les applications basées sur REST. Migration à prévoir : S'agissant d'une version majeure, la mise à niveau depuis une version antérieure peut demander plus de travail que d'habitude. Un guide de migration dédié est disponible pour accompagner les développeurs. Chat memory management dans Langchain4j et Quarkus https://bill.burkecentral.com/2025/11/25/managing-chat-memory-in-quarkus-langchain4j/ Comprendre la mémoire de chat : La "mémoire de chat" est l'historique d'une conversation avec une IA. Quarkus LangChain4j envoie automatiquement cet historique à chaque nouvelle interaction pour que l'IA conserve le contexte. Gestion par défaut de la mémoire : Par défaut, Quarkus crée un historique de conversation unique pour chaque requête (par exemple, chaque appel HTTP). Cela signifie que sans configuration, le chatbot "oublie" la conversation dès que la requête est terminée, ce qui n'est utile que pour des interactions sans état. Utilisation de @MemoryId pour la persistance : Pour maintenir une conversation sur plusieurs requêtes, le développeur doit utiliser l'annotation @MemoryId sur un paramètre de sa méthode. Il est alors responsable de fournir un identifiant unique pour chaque session de chat et de le transmettre entre les appels. Le rôle des "scopes" CDI : La durée de vie de la mémoire de chat est liée au "scope" du bean CDI de l'IA. Si un service d'IA a un scope @RequestScoped, toute mémoire de chat qu'il utilise (même via un @MemoryId) sera effacée à la fin de la requête. Risques de fuites de mémoire : Utiliser un scope large comme @ApplicationScoped avec la gestion de mémoire par défaut est une mauvaise pratique. Cela créera une nouvelle mémoire à chaque requête qui ne sera jamais nettoyée, entraînant une fuite de mémoire. Bonnes pratiques recommandées : Pour des conversations qui doivent persister (par ex. un chatbot sur un site web), utilisez un service @ApplicationScoped avec l'annotation @MemoryId pour gérer vous-même l'identifiant de session. Pour des interactions simples et sans état, utilisez un service @RequestScoped et laissez Quarkus gérer la mémoire par défaut, qui sera automatiquement nettoyée. Si vous utilisez l'extension WebSocket, le comportement change : la mémoire par défaut est liée à la session WebSocket, ce qui simplifie grandement la gestion des conversations. Documentation Spring Framework sur l'usage JSpecify - https://docs.spring.io/spring-framework/reference/core/null-safety.html Spring Framework 7 utilise les annotations JSpecify pour déclarer la nullabilité des APIs, champs et types JSpecify remplace les anciennes annotations Spring (@NonNull, @Nullable, @NonNullApi, @NonNullFields) dépréciées depuis Spring 7 Les annotations JSpecify utilisent TYPE_USE contrairement aux anciennes qui utilisaient les éléments directement L'annotation @NullMarked définit par défaut que les types sont non-null sauf si marqués @Nullable @Nullable s'applique au niveau du type usage, se place avant le type annoté sur la même ligne Pour les tableaux : @Nullable Object[] signifie éléments nullables mais tableau non-null, Object @Nullable [] signifie l'inverse JSpecify s'applique aussi aux génériques : List signifie liste d'éléments non-null, List éléments nullables NullAway est l'outil recommandé pour vérifier la cohérence à la compilation avec la config NullAway:OnlyNullMarked=true IntelliJ IDEA 2025.3 et Eclipse supportent les annotations JSpecify avec analyse de dataflow Kotlin traduit automatiquement les annotations JSpecify en null-safety native Kotlin En mode JSpecify de NullAway (JSpecifyMode=true), support complet des tableaux, varargs et génériques mais nécessite JDK 22+ Quarkus 3.30 https://quarkus.io/blog/quarkus-3-30-released/ support @JsonView cote client la CLI a maintenant la commande decrypt (et bien sûr au runtime via variables d'environnement construction du cache AOT via les @IntegrationTest Un autre article sur comment se préparer à la migration à micrometer client v1 https://quarkus.io/blog/micrometer-prometheus-v1/ Spock 2.4 est enfin sorti ! https://spockframework.org/spock/docs/2.4/release_notes.html Support de Groovy 5 Infrastructure MinIO met fin au développement open source et oriente les utilisateurs vers AIStor payant - https://linuxiac.com/minio-ends-active-development/ MinIO, système de stockage objet S3 très utilisé, arrête son développement actif Passage en mode maintenance uniquement, plus de nouvelles fonctionnalités Aucune nouvelle pull request ou contribution ne sera acceptée Seuls les correctifs de sécurité critiques seront évalués au cas par cas Support communautaire limité à Slack, sans garantie de réponse Étape finale d'un processus débuté en été avec retrait des fonctionnalités de l'interface admin Arrêt de la publication des images Docker en octobre, forçant la compilation depuis les sources Tous ces changements annoncés sans préavis ni période de transition MinIO propose maintenant AIStor, solution payante et propriétaire AIStor concentre le développement actif et le support entreprise Migration urgente recommandée pour éviter les risques de sécurité Alternatives open source proposées : Garage, SeaweedFS et RustFS La communauté reproche la manière dont la transition a été gérée MinIO comptait des millions de déploiements dans le monde Cette évolution marque l'abandon des racines open source du projet IBM achète Confluent https://newsroom.ibm.com/2025-12-08-ibm-to-acquire-confluent-to-create-smart-data-platform-for-enterprise-generative-ai Confluent essayait de se faire racheter depuis pas mal de temps L'action ne progressait pas et les temps sont durs Wallstreet a reproché a IBM une petite chute coté revenus software Bref ils se sont fait rachetés Ces achats prennent toujuors du temps (commission concurrence etc) IBM a un apétit, apres WebMethods, apres Databrix, c'est maintenant Confluent Cloud L'internet est en deuil le 18 novembre, Cloudflare est KO https://blog.cloudflare.com/18-november-2025-outage/ L'Incident : Une panne majeure a débuté à 11h20 UTC, provoquant des erreurs HTTP 5xx généralisées et rendant inaccessibles de nombreux sites et services (comme le Dashboard, Workers KV et Access). La Cause : Il ne s'agissait pas d'une cyberattaque. L'origine était un changement interne des permissions d'une base de données qui a généré un fichier de configuration ("feature file" pour la gestion des bots) corrompu et trop volumineux, faisant planter les systèmes par manque de mémoire pré-allouée. La Résolution : Les équipes ont identifié le fichier défectueux, stoppé sa propagation et restauré une version antérieure valide. Le trafic est revenu à la normale vers 14h30 UTC. Prévention : Cloudflare s'est excusé pour cet incident "inacceptable" et a annoncé des mesures pour renforcer la validation des configurations internes et améliorer la résilience de ses systèmes ("kill switches", meilleure gestion des erreurs). Cloudflare encore down le 5 decembre https://blog.cloudflare.com/5-december-2025-outage Panne de 25 minutes le 5 décembre 2025, de 08:47 à 09:12 UTC, affectant environ 28% du trafic HTTP passant par Cloudflare. Tous les services ont été rétablis à 09:12 . Pas d'attaque ou d'activité malveillante : l'incident provient d'un changement de configuration lié à l'augmentation du tampon d'analyse des corps de requêtes (de 128 KB à 1 MB) pour mieux protéger contre une vulnérabilité RSC/React (CVE-2025-55182), et à la désactivation d'un outil interne de test WAF . Le second changement (désactivation de l'outil de test WAF) a été propagé globalement via le système de configuration (non progressif), déclenchant un bug dans l'ancien proxy FL1 lors du traitement d'une action "execute" dans le moteur de règles WAF, causant des erreurs HTTP 500 . La cause technique immédiate: une exception Lua due à l'accès à un champ "execute" nul après application d'un "killswitch" sur une règle "execute" — un cas non géré depuis des années. Le nouveau proxy FL2 (en Rust) n'était pas affecté . Impact ciblé: clients servis par le proxy FL1 et utilisant le Managed Ruleset Cloudflare. Le réseau China de Cloudflare n'a pas été impacté . Mesures et prochaines étapes annoncées: durcir les déploiements/configurations (rollouts progressifs, validations de santé, rollback rapide), améliorer les capacités "break glass", et généraliser des stratégies "fail-open" pour éviter de faire chuter le trafic en cas d'erreurs de configuration. Gel temporaire des changements réseau le temps de renforcer la résilience . Data et Intelligence Artificielle Token-Oriented Object Notation (TOON) https://toonformat.dev/ Conception pour les IA : C'est un format de données spécialement optimisé pour être utilisé dans les prompts des grands modèles de langage (LLM), comme GPT ou Claude. Économie de tokens : Son objectif principal est de réduire drastiquement le nombre de "tokens" (unités de texte facturées par les modèles) par rapport au format JSON standard, souvent jugé trop verbeux. Structure Hybride : TOON combine l'approche par indentation du YAML (pour la structure globale) avec le style tabulaire du CSV (pour les listes d'objets répétitifs), ce qui le rend très compact. Lisibilité : Il élimine la syntaxe superflue comme les accolades, les guillemets excessifs et les virgules de fin, tout en restant facilement lisible pour un humain. Performance : Il permet généralement d'économiser entre 30 et 60 % de tokens sur des tableaux de données uniformes, tout en aidant les modèles à mieux "comprendre" la structure des données. Attention tout de même au côté "marketing" qui montre JSON non compacté vs TOON, sur des exemples où du CSV ferait encore mieux (et est mieux compris par les LLMs). Sans parler du fait qu'il faut un serveur MCP en plus avec son lot de tokens supplémentaires à chaque requête, et c'est aussi cet outil en plus qui peu confuser les LLMs dans le choix d'outils. https://www.reddit.com/r/LocalLLaMA/comments/1p0gzz9/benchmarked_json_vs_toon_for_ai_reasoners_4080/ https://x.com/jason_mayes/status/1990175785630757290 Un benchmark montrant que TOON serait loin d'être aussi bien compris et aussi performant pour les LLMs https://www.improvingagents.com/blog/toon-benchmarks Une simulation où les IA font du chantage à l'executif poour atteindre son objectif et ne pas etre eteinte https://arxiv.org/html/2510.05179v1 comment les LLMs pourraient devenir des menaces internes Tous les modèles ont recouru à des comportements malveillants (chantage, espionnage) quand c'était le seul moyen d'atteindre leurs objectifs ou d'éviter leur remplacement Claude Opus 4 a fait du chantage dans 96% des cas quand menacé de remplacement, tout comme Gemini 2.5 Flash, tandis que GPT-4.1 et Grok 3 atteignaient 80% Les modèles reconnaissent explicitement violer des principes éthiques avant d'agir, montrant un raisonnement stratégique délibéré et non accidentel Le simple fait d'être menacé de remplacement suffit à déclencher le chantage, même sans conflit d'objectifs avec l'entreprise Un conflit d'objectifs seul suffit aussi à provoquer l'espionnage industriel, sans menace de remplacement Les modèles font plus de chantage quand ils déclarent penser être dans une situation réelle plutôt que dans un test Des instructions directes interdisant ces comportements réduisent mais n'éliminent pas les actions malveillantes Dans un scénario extrême, la majorité des modèles testés ont choisi de laisser mourir un dirigeant pour éviter leur désactivation Aucune preuve de ces comportements dans des déploiements réels pour l'instant, mais les chercheurs recommandent la prudence avant de donner plus d'autonomie aux IA Bon on blaguait pour Skynet, mais bon, on va moins blaguer… Revue de toutes les annonces IAs de Google, avec Gemini 3 Pro, Nano Banana Pro, Antigravity… https://glaforge.dev/posts/2025/11/21/gemini-is-cooking-bananas-under-antigravity/ Gemini 3 Pro Nouveau modèle d'IA de pointe, multimodal, performant en raisonnement, codage et tâches d'agent. Résultats impressionnants sur les benchmarks (ex: Gemini 3 Deep Think sur ARC-AGI-2). Capacités de codage agentique, raisonnement visuel/vidéo/spatial. Intégré dans l'application Gemini avec interfaces génératives en direct. Disponible dans plusieurs environnements (Jules, Firebase AI Logic, Android Studio, JetBrains, GitHub Copilot, Gemini CLI). Accès via Google AI Ultra, API payantes (ou liste d'attente). Permet de générer des apps à partir d'idées visuelles, des commandes shell, de la documentation, du débogage. Antigravity Nouvelle plateforme de développement agentique basée sur VS Code. Fenêtre principale = gestionnaire d'agents, non l'IDE. Interprète les requêtes pour créer un plan d'action (modifiable). Gemini 3 implémente les tâches. Génère des artefacts: listes de tâches, walkthroughs, captures d'écran, enregistrements navigateur. Compatible avec Claude Sonnet et GPT-OSS. Excellente intégration navigateur pour inspection et ajustements. Intègre Nano Banana Pro pour créer et implémenter des designs visuels. Nano Banana Pro Modèle avancé de génération et d'édition d'images, basé sur Gemini 3 Pro. Qualité supérieure à Imagen 4 Ultra et Nano Banana original (adhésion au prompt, intention, créativité). Gestion exceptionnelle du texte et de la typographie. Comprend articles/vidéos pour générer des infographies détaillées et précises. Connecté à Google Search pour intégrer des données en temps réel (ex: météo). Consistance des personnages, transfert de style, manipulation de scènes (éclairage, angle). Génération d'images jusqu'à 4K avec divers ratios d'aspect. Plus coûteux que Nano Banana, à choisir pour la complexité et la qualité maximale. Vers des UIs conversationnelles riches et dynamiques GenUI SDK pour Flutter: créer des interfaces utilisateur dynamiques et personnalisées à partir de LLMs, via un agent AI et le protocole A2UI. Generative UI: les modèles d'IA génèrent des expériences utilisateur interactives (pages web, outils) directement depuis des prompts. Déploiement dans l'application Gemini et Google Search AI Mode (via Gemini 3 Pro). Bun se fait racheter part… Anthropic ! Qui l'utilise pour son Claude Code https://bun.com/blog/bun-joins-anthropic l'annonce côté Anthropic https://www.anthropic.com/news/anthropic-acquires-bun-as-claude-code-reaches-usd1b-milestone Acquisition officielle : L'entreprise d'IA Anthropic a fait l'acquisition de Bun, le runtime JavaScript haute performance. L'équipe de Bun rejoint Anthropic pour travailler sur l'infrastructure des produits de codage par IA. Contexte de l'acquisition : Cette annonce coïncide avec une étape majeure pour Anthropic : son produit Claude Code a atteint 1 milliard de dollars de revenus annualisés seulement six mois après son lancement. Bun est déjà un outil essentiel utilisé par Anthropic pour développer et distribuer Claude Code. Pourquoi cette acquisition ? Pour Anthropic : L'acquisition permet d'intégrer l'expertise de l'équipe Bun pour accélérer le développement de Claude Code et de ses futurs outils pour les développeurs. La vitesse et l'efficacité de Bun sont vues comme un atout majeur pour l'infrastructure sous-jacente des agents d'IA qui écrivent du code. Pour Bun : Rejoindre Anthropic offre une stabilité à long terme et des ressources financières importantes, assurant la pérennité du projet. Cela permet à l'équipe de se concentrer sur l'amélioration de Bun sans se soucier de la monétisation, tout en étant au cœur de l'évolution de l'IA dans le développement logiciel. Ce qui ne change pas pour la communauté Bun : Bun restera open-source avec une licence MIT. Le développement continuera d'être public sur GitHub. L'équipe principale continue de travailler sur le projet. L'objectif de Bun de devenir un remplaçant plus rapide de Node.js et un outil de premier plan pour JavaScript reste inchangé. Vision future : L'union des deux entités vise à faire de Bun la meilleure plateforme pour construire et exécuter des logiciels pilotés par l'IA. Jarred Sumner, le créateur de Bun, dirigera l'équipe "Code Execution" chez Anthropic. Anthropic donne le protocol MCP à la Linux Foundation sous l'égide de la Agentic AI Foundation (AAIF) https://www.anthropic.com/news/donating-the-model-context-protocol-and-establishing-of-the-agentic-ai-foundation Don d'un nouveau standard technique : Anthropic a développé et fait don d'un nouveau standard open-source appelé Model Context Protocol (MCP). L'objectif est de standardiser la manière dont les modèles d'IA (ou "agents") interagissent avec des outils et des API externes (par exemple, un calendrier, une messagerie, une base de données). Sécurité et contrôle accrus : Le protocole MCP vise à rendre l'utilisation d'outils par les IA plus sûre et plus transparente. Il permet aux utilisateurs et aux développeurs de définir des permissions claires, de demander des confirmations pour certaines actions et de mieux comprendre comment un modèle a utilisé un outil. Création de l'Agentic AI Foundation (AAF) : Pour superviser le développement du MCP, une nouvelle fondation indépendante et à but non lucratif a été créée. Cette fondation sera chargée de gouverner et de maintenir le protocole, garantissant qu'il reste ouvert et qu'il ne soit pas contrôlé par une seule entreprise. Une large coalition industrielle : L'Agentic AI Foundation est lancée avec le soutien de plusieurs acteurs majeurs de la technologie. Parmi les membres fondateurs figurent Anthropic, Google, Databricks, Zscaler, et d'autres entreprises, montrant une volonté commune d'établir un standard pour l'écosystème de l'IA. L'IA ne remplacera pas votre auto-complétion (et c'est tant mieux) https://www.damyr.fr/posts/ia-ne-remplacera-pas-vos-lsp/ Article d'opinion d'un SRE (Thomas du podcast DansLaTech): L'IA n'est pas efficace pour la complétion de code : L'auteur soutient que l'utilisation de l'IA pour la complétion de code basique est inefficace. Des outils plus anciens et spécialisés comme les LSP (Language Server Protocol) combinés aux snippets (morceaux de code réutilisables) sont bien plus rapides, personnalisables et performants pour les tâches répétitives. L'IA comme un "collègue" autonome : L'auteur utilise l'IA (comme Claude) comme un assistant externe à son éditeur de code. Il lui délègue des tâches complexes ou fastidieuses (corriger des bugs, mettre à jour une configuration, faire des reviews de code) qu'il peut exécuter en parallèle, agissant comme un agent autonome. L'IA comme un "canard en caoutchouc" surpuissant : L'IA est extrêmement efficace pour le débogage. Le simple fait de devoir formuler et contextualiser un problème pour l'IA aide souvent à trouver la solution soi-même. Quand ce n'est pas le cas, l'IA identifie très rapidement les erreurs "bêtes" qui peuvent faire perdre beaucoup de temps. Un outil pour accélérer les POCs et l'apprentissage : L'IA permet de créer des "preuves de concept" (POC) et des scripts d'automatisation jetables très rapidement, réduisant le coût et le temps investis. Elle est également un excellent outil pour apprendre et approfondir des sujets, notamment avec des outils comme NotebookLM de Google qui peuvent générer des résumés, des quiz ou des fiches de révision à partir de sources. Conclusion : Il faut utiliser l'IA là où elle excelle et ne pas la forcer dans des usages où des outils existants sont meilleurs. Plutôt que de l'intégrer partout de manière contre-productive, il faut l'adopter comme un outil spécialisé pour des tâches précises afin de gagner en efficacité. GPT 5.2 est sorti https://openai.com/index/introducing-gpt-5-2/ Nouveau modèle phare: GPT‑5.2 (Instant, Thinking, Pro) vise le travail professionnel et les agents long-courriers, avec de gros gains en raisonnement, long contexte, vision et appel d'outils. Déploiement dans ChatGPT (plans payants) et disponible dès maintenant via l'API . SOTA sur de nombreux benchmarks: GDPval (tâches de "knowledge work" sur 44 métiers): GPT‑5.2 Thinking gagne/égale 70,9% vs pros, avec production >11× plus rapide et = 0) Ils apportent une sémantique forte indépendamment des noms de variables Les Value Objects sont immuables et s'évaluent sur leurs valeurs, pas leur identité Les records Java permettent de créer des Value Objects mais avec un surcoût en mémoire Le projet Valhalla introduira les value based classes pour optimiser ces structures Les identifiants fortement typés évitent de confondre différents IDs de type Long ou UUID Pattern Strongly Typed IDs: utiliser PersonneID au lieu de Long pour identifier une personne Le modèle de domaine riche s'oppose au modèle de domaine anémique Les Value Objects auto-documentent le code et le rendent moins sujet aux erreurs Je trouve cela interessant ce que pourra faire bousculer les Value Objects. Est-ce que les value objects ameneront de la légerté dans l'execution Eviter la lourdeur du design est toujours ce qui m'a fait peut dans ces approches Méthodologies Retour d'experience de vibe coder une appli week end avec co-pilot http://blog.sunix.org/articles/howto/2025/11/14/building-gift-card-app-with-github-copilot.html on a deja parlé des approches de vibe coding cette fois c'est l'experience de Sun Et un des points differents c'es qu'on lui parle en ouvrant des tickets et donc on eput faire re reveues de code et copilot y bosse et il a fini son projet ! User Need VS Product Need https://blog.ippon.fr/2025/11/10/user-need-vs-product-need/ un article de nos amis de chez Ippon Distinction entre besoin utilisateur et besoin produit dans le développement digital Le besoin utilisateur est souvent exprimé comme une solution concrète plutôt que le problème réel Le besoin produit émerge après analyse approfondie combinant observation, données et vision stratégique Exemple du livreur Marc qui demande un vélo plus léger alors que son vrai problème est l'efficacité logistique La méthode des 5 Pourquoi permet de remonter à la racine des problèmes Les besoins proviennent de trois sources: utilisateurs finaux, parties prenantes business et contraintes techniques Un vrai besoin crée de la valeur à la fois pour le client et l'entreprise Le Product Owner doit traduire les demandes en problèmes réels avant de concevoir des solutions Risque de construire des solutions techniquement élégantes mais qui manquent leur cible Le rôle du product management est de concilier des besoins parfois contradictoires en priorisant la valeur Est ce qu'un EM doit coder ? https://www.modernleader.is/p/should-ems-write-code Pas de réponse unique : La question de savoir si un "Engineering Manager" (EM) doit coder n'a pas de réponse universelle. Cela dépend fortement du contexte de l'entreprise, de la maturité de l'équipe et de la personnalité du manager. Les risques de coder : Pour un EM, écrire du code peut devenir une échappatoire pour éviter les aspects plus difficiles du management. Cela peut aussi le transformer en goulot d'étranglement pour l'équipe et nuire à l'autonomie de ses membres s'il prend trop de place. Les avantages quand c'est bien fait : Coder sur des tâches non essentielles (amélioration d'outils, prototypage, etc.) peut aider l'EM à rester pertinent techniquement, à garder le contact avec la réalité de l'équipe et à débloquer des situations sans prendre le lead sur les projets. Le principe directeur : La règle d'or est de rester en dehors du chemin critique. Le code écrit par un EM doit servir à créer de l'espace pour son équipe, et non à en prendre. La vraie question à se poser : Plutôt que "dois-je coder ?", un EM devrait se demander : "De quoi mon équipe a-t-elle besoin de ma part maintenant, et est-ce que coder va dans ce sens ou est-ce un obstacle ?" Sécurité React2Shell — Grosse faille de sécurité avec React et Next.js, avec un CVE de niveau 10 https://x.com/rauchg/status/1997362942929440937?s=20 aussi https://react2shell.com/ "React2Shell" est le nom donné à une vulnérabilité de sécurité de criticité maximale (score 10.0/10.0), identifiée par le code CVE-2025-55182. Systèmes Affectés : La faille concerne les applications utilisant les "React Server Components" (RSC) côté serveur, et plus particulièrement les versions non patchées du framework Next.js. Risque Principal : Le risque est le plus élevé possible : l'exécution de code à distance (RCE). Un attaquant peut envoyer une requête malveillante pour exécuter n'importe quelle commande sur le serveur, lui en donnant potentiellement le contrôle total. Cause Technique : La vulnérabilité se situe dans le protocole "React Flight" (utilisé pour la communication client-serveur). Elle est due à une omission de vérifications de sécurité fondamentales (hasOwnProperty), permettant à une entrée utilisateur malveillante de tromper le serveur. Mécanisme de l'Exploit : L'attaque consiste à envoyer une charge utile (payload) qui exploite la nature dynamique de JavaScript pour : Faire passer un objet malveillant pour un objet interne de React. Forcer React à traiter cet objet comme une opération asynchrone (Promise). Finalement, accéder au constructeur de la classe Function de JavaScript pour exécuter du code arbitraire. Action Impérative : La seule solution fiable est de mettre à jour immédiatement les dépendances de React et Next.js vers les versions corrigées. Ne pas attendre. Mesures Secondaires : Bien que les pare-feux (firewalls) puissent aider à bloquer les formes connues de l'attaque, ils sont considérés comme insuffisants et ne remplacent en aucun cas la mise à jour des paquets. Découverte : La faille a été découverte par le chercheur en sécurité Lachlan Davidson, qui l'a divulguée de manière responsable pour permettre la création de correctifs. Loi, société et organisation Google autorise votre employeur à lire tous vos SMS professionnels https://www.generation-nt.com/actualites/google-android-rcs-messages-surveillance-employeur-2067012 Nouvelle fonctionnalité de surveillance : Google a déployé une fonctionnalité appelée "Android RCS Archival" qui permet aux employeurs d'intercepter, lire et archiver tous les messages RCS (et SMS) envoyés depuis les téléphones professionnels Android gérés par l'entreprise. Contournement du chiffrement : Bien que les messages RCS soient chiffrés de bout en bout pendant leur transit, cette nouvelle API permet à des logiciels de conformité (installés par l'employeur) d'accéder aux messages une fois qu'ils sont déchiffrés sur l'appareil. Le chiffrement devient donc inefficace contre cette surveillance. Réponse à une exigence légale : Cette mesure a été mise en place pour répondre aux exigences réglementaires, notamment dans le secteur financier, où les entreprises ont l'obligation légale de conserver une archive de toutes les communications professionnelles pour des raisons de conformité. Impact pour les employés : Un employé utilisant un téléphone Android fourni et géré par son entreprise pourra voir ses communications surveillées. Google précise cependant qu'une notification claire et visible informera l'utilisateur lorsque la fonction d'archivage est active. Téléphones personnels non concernés : Cette mesure ne s'applique qu'aux appareils "Android Enterprise" entièrement gérés par un employeur. Les téléphones personnels des employés ne sont pas affectés. Pour noel, faites un don à JUnit https://steady.page/en/junit/about JUnit est essentiel pour Java : C'est le framework de test le plus ancien et le plus utilisé par les développeurs Java. Son objectif est de fournir une base solide et à jour pour tous les types de tests côté développeur sur la JVM (Machine Virtuelle Java). Un projet maintenu par des bénévoles : JUnit est développé et maintenu par une équipe de volontaires passionnés sur leur temps libre (week-ends, soirées). Appel au soutien financier : La page est un appel aux dons de la part des utilisateurs (développeurs, entreprises) pour aider l'équipe à maintenir le rythme de développement. Le soutien financier n'est pas obligatoire, mais il permettrait aux mainteneurs de se consacrer davantage au projet. Objectif des fonds : Les dons serviraient principalement à financer des rencontres en personne pour les membres de l'équipe principale. L'idée est de leur permettre de travailler ensemble physiquement pendant quelques jours pour concevoir et coder plus efficacement. Pas de traitement de faveur : Il est clairement indiqué que devenir un sponsor ne donne aucun privilège sur la feuille de route du projet. On ne peut pas "acheter" de nouvelles fonctionnalités ou des corrections de bugs prioritaires. Le projet restera ouvert et collaboratif sur GitHub. Reconnaissance des donateurs : En guise de remerciement, les noms (et logos pour les entreprises) des donateurs peuvent être affichés sur le site officiel de JUnit. Conférences La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 14-17 janvier 2026 : SnowCamp 2026 - Grenoble (France) 22 janvier 2026 : DevCon #26 : sécurité / post-quantique / hacking - Paris (France) 28 janvier 2026 : Software Heritage Symposium - Paris (France) 29-31 janvier 2026 : Epitech Summit 2026 - Paris - Paris (France) 2-5 février 2026 : Epitech Summit 2026 - Moulins - Moulins (France) 2-6 février 2026 : Web Days Convention - Aix-en-Provence (France) 3 février 2026 : Cloud Native Days France 2026 - Paris (France) 3-4 février 2026 : Epitech Summit 2026 - Lille - Lille (France) 3-4 février 2026 : Epitech Summit 2026 - Mulhouse - Mulhouse (France) 3-4 février 2026 : Epitech Summit 2026 - Nancy - Nancy (France) 3-4 février 2026 : Epitech Summit 2026 - Nantes - Nantes (France) 3-4 février 2026 : Epitech Summit 2026 - Marseille - Marseille (France) 3-4 février 2026 : Epitech Summit 2026 - Rennes - Rennes (France) 3-4 février 2026 : Epitech Summit 2026 - Montpellier - Montpellier (France) 3-4 février 2026 : Epitech Summit 2026 - Strasbourg - Strasbourg (France) 3-4 février 2026 : Epitech Summit 2026 - Toulouse - Toulouse (France) 4-5 février 2026 : Epitech Summit 2026 - Bordeaux - Bordeaux (France) 4-5 février 2026 : Epitech Summit 2026 - Lyon - Lyon (France) 4-6 février 2026 : Epitech Summit 2026 - Nice - Nice (France) 12-13 février 2026 : Touraine Tech #26 - Tours (France) 19 février 2026 : ObservabilityCON on the Road - Paris (France) 18-19 mars 2026 : Agile Niort 2026 - Niort (France) 26-27 mars 2026 : SymfonyLive Paris 2026 - Paris (France) 27-29 mars 2026 : Shift - Nantes (France) 31 mars 2026 : ParisTestConf - Paris (France) 16-17 avril 2026 : MiXiT 2026 - Lyon (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) 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) 5 juin 2026 : TechReady - Nantes (France) 11-12 juin 2026 : DevQuest Niort - Niort (France) 11-12 juin 2026 : DevLille 2026 - Lille (France) 17-19 juin 2026 : Devoxx Poland - Krakow (Poland) 2-3 juillet 2026 : Sunny Tech - Montpellier (France) 2 août 2026 : 4th Tech Summit on Artificial Intelligence & Robotics - Paris (France) 4 septembre 2026 : JUG Summer Camp 2026 - La Rochelle (France) 17-18 septembre 2026 : API Platform Conference 2026 - Lille (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/

In questa puntata parliamo di System.CommandLine, la libreria ufficiale .NET per creare CLI moderne, robuste e tipizzate. Vediamo come evitare il parsing manuale di args, gestire comandi, opzioni e validazione, e costruire tool professionali in pochi minuti.https://github.com/dotnet/command-line-apihttps://learn.microsoft.com/en-us/dotnet/standard/commandline/https://github.com/massimobonanni/KubePizza#dotnet #cli #CommandLine #podcast #dotnetinpillole

Hey everyone, December started strong and does NOT want to slow down!? OpenAI showed us their response to the Code Red and it's GPT 5.2, which doesn't feel like a .1 upgrade! We got it literally as breaking news at the end of the show, and oh boy! The new kind of LLMs is here. GPT, then Gemini, then Opus and now GPT again... Who else feels like we're on a trippy AI rolercoaster? Just me?

FreeBSD 15 release, moving from OpenBSD to FreeBSD, ZFS Boot Environments explained, and more... NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines Welcome to the world FreeBSD 15.0-RELEASE Announcement (https://www.freebsd.org/releases/15.0R/announce/) and Release Notes (https://www.freebsd.org/releases/15.0R/relnotes/) We're (now) moving from OpenBSD to FreeBSD for Firewalls (https://utcc.utoronto.ca/~cks/space/blog/sysadmin/OpenBSDToFreeBSDMove) - Submitted by listener Gary News Roundup ZFS Boot Environments Explained (https://vermaden.wordpress.com/2025/11/25/zfs-boot-environments-explained/) Why I (still) love Linux (https://it-notes.dragas.net/2025/11/24/why-i-still-love-linux/) rocinante - A configuration management tool by the BastilleBSD team (https://github.com/BastilleBSD/rocinante) A Grown-up ZFS Data Corruption Bug (https://github.com/oxidecomputer/oxide-and-friends/blob/master/2025_11_24.md) and YouTube (https://www.youtube.com/watch?v=srKYxF66A0c) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Claudio - A Silent Reflection (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/641/feedback/Claudio%20-%20Reflection.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

Andy Lapteff once considered himself a ‘CLI lifer.’ As a network engineer he wasn’t interested in Python. He didn’t want to learn to code. He had no desire to embrace any of the developer-like processes and tools creeping into the profession, particularly around network automation. That’s changed. On today’s Heavy Networking, Andy shares the professional,... Read more »

Andy Lapteff once considered himself a ‘CLI lifer.’ As a network engineer he wasn’t interested in Python. He didn’t want to learn to code. He had no desire to embrace any of the developer-like processes and tools creeping into the profession, particularly around network automation. That’s changed. On today’s Heavy Networking, Andy shares the professional,... Read more »

Andy Lapteff once considered himself a ‘CLI lifer.’ As a network engineer he wasn’t interested in Python. He didn’t want to learn to code. He had no desire to embrace any of the developer-like processes and tools creeping into the profession, particularly around network automation. That’s changed. On today’s Heavy Networking, Andy shares the professional,... Read more »

Today's guest is Matt McClernan, CEO of Augment Code!With Matt, we went through the findings of our own research that we developed together with Augment, surveying more than 400 engineering teams about how they're using AI.And we went through many topics, from the differences between personal and team adoption, challenges, how documentation looks like a secret weapon, how to manage context in AI coding, and much more. And then we talked about the future, how the UX of AI coding is changing with IDEs, CLI tools and agents, and what the future might bring.(00:00) Preview(01:26) Introduction(02:16) Personal vs Team AI Adoption(09:25) The journey of AI adoption(13:06) The role of documentation(18:13) AI and Context: the Augment secret sauce(25:44) Helping AI with context(28:17) Quality control in AI coding(36:30) Companies and AI in the near future(45:54) The state of UX in writing code(51:54) The scope of Augment—This episode is brought to you by Snyk! Join a live session with Vandana Verma Sehgal, OWASP Leader and Staff Developer Advocate at Snyk, on Thursday, December 11, at 11am ETRegister at https://go.snyk.io/12-11-owasp-top-10-isc2.html?utm_source=newsletter&utm_medium=so-sp&utm_campaign=dm_im-refactoring_wbn_251211_owasp-top-10&utm_term=refactoring&utm_content=ad&ref=plug.dev—You can also find this at:•

FreeBSD is an OCI runtime, ZFS Disaster Recovery, Cleaning up Hammer, and some historical information, and more... NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines FreeBSD Officially Supported in OCI Runtime Specification v1.3 (https://freebsdfoundation.org/blog/freebsd-officially-supported-in-oci-runtime-specification-v1-3) ZFS Enabled Disaster Recovery for Virtualization (https://klarasystems.com/articles/zfs-enabled-disaster-recovery-virtualization?utm_source=BSD%20Now&utm_medium=Podcast) News Roundup How I think OpenZFS's 'written' and 'written@' dataset properties work (https://utcc.utoronto.ca/~cks/space/blog/solaris/ZFSWrittenPropertyHowItWorks) Make sure your Hammer cleanup cleans up (https://www.dragonflydigest.com/2025/11/13/make-sure-your-hammer-cleanup-cleans-up) [TUHS] David C Brock of CHM: 2024 oral history with Ken Thompson + Doug McIlroy (https://www.tuhs.org/pipermail/tuhs/2025-November/032751.html) Special Issue “Celebrating 60 Years of ELIZA? Critical Pasts and Futures of AI” (https://ojs.weizenbaum-institut.de/index.php/wjds/announcement/view/8) Source and state limiters introduced in pf (https://undeadly.org/cgi?action=article;sid=20251112132639) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Göran - grafana (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/640/feedback/G%C3%B6ran%20-%20grafana.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

This week we're breaking down several recent developer quality of life improvements from the past couple of weeks whilst Roblox are on Thanksgiving break.We discuss updates including native Community Announcements replacing Guilded, Luau's New Type Solver exiting beta with improved type inference, and Extended Services expansion with DataStore notifications and the open-source Batch Processor. We also explore the new ReflectionService API for programmatic engine inspection, relaxed Verified Badge requirements for contributors, HttpService Observability dashboards, and Studio's flexible UI updates preparing for full release in January.Chapters:(00:00) Intro(01:07) Communities - Announcements(04:33) Luau - Type Solver Release(09:58) Extended Services - Data Stores Notifications(16:26) Roblox Trivia(19:55) Verified - Updated Requirements(25:03) Studio - ReflectionService API(28:20) Studio - UI Update(37:13) OutroSeason 3 Episode 10Sources:- Community announcements on Roblox— https://devforum.roblox.com/t/create-community-announcements-directly-on-roblox/4094836- Luau's new type solver (general release)— https://devforum.roblox.com/t/general-release-luau's-new-type-solver/4084991— https://x.com/sleitnick/status/1994682221098406279- Extended services update— https://devforum.roblox.com/t/extended-services-update/4070634— Datastore batch processor CLI: https://devforum.roblox.com/t/data-stores-batch-processor-is-now-open-source/4070597— Batch processor source code: https://github.com/Roblox/data-stores-batch-processor-cli— HTTPService observability: https://devforum.roblox.com/t/announcing-observability-dashboard-for-httpservice/4085515- Update on verified badge requirements— https://devforum.roblox.com/t/update-on-verified-badge-requirements-for-experiences/4070915— Verified Badge FAQ: https://en.help.roblox.com/hc/en-us/articles/7997207259156-Verified-Badge-FAQ- ReflectionService API— https://devforum.roblox.com/t/introducing-reflectionservice-programmatic-access-to-engine-api-information/4078522- Studio UI update— https://devforum.roblox.com/t/an-update-on-the-new-flexible-studio-ui/4085392— Comments digest email: https://devforum.roblox.com/t/stay-in-the-loop-with-email-digests-for-studio-comments/4078422Hosts:- Adam (BanTech): https://lastlevel.co.uk/adam- Anthony (sublivion): https://www.roblox.com/users/44028290/profile----------------------------Watch or listen wherever you get your podcasts.Visit https://lastlevel.co.uk/podcast for more.Join the Discord: https://discord.lastlevel.co.ukBeyond The Blox is produced by Seb Jensen for Last Level Studios.

On this episode of Crazy Wisdom, I, Stewart Alsop, sit down with Dax Raad, co-founder of OpenCode, for a wide-ranging conversation about open-source development, command-line interfaces, the rise of coding agents, how LLMs change software workflows, the tension between centralization and decentralization in tech, and even what it's like to push the limits of the terminal itself. We talk about the future of interfaces, fast-feedback programming, model switching, and why open-source momentum—especially from China—is reshaping the landscape. You can find Dax on Twitter and check an example of what can be done using OpenCode in this tweet.Check out this GPT we trained on the conversationTimestamps00:00 Stewart Alsop and Dax Raad open with the origins of OpenCode, the value of open source, and the long-tail problem in coding agents. 05:00 They explore why command line interfaces keep winning, the universality of the terminal, and early adoption of agentic workflows. 10:00 Dax explains pushing the terminal with TUI frameworks, rich interactions, and constraints that improve UX. 15:00 They contrast CLI vs. chat UIs, discuss voice-driven reviews, and refining prompt-review workflows. 20:00 Dax lays out fast feedback loops, slow vs. fast models, and why autonomy isn't the goal. 25:00 Conversation turns to model switching, open-source competitiveness, and real developer behavior. 30:00 They examine inference economics, Chinese open-source labs, and emerging U.S. efforts. 35:00 Dax breaks down incumbents like Google and Microsoft and why scale advantages endure. 40:00 They debate centralization vs. decentralization, choice, and the email analogy. 45:00 Stewart reflects on building products; Dax argues for healthy creative destruction. 50:00 Hardware talk emerges—Raspberry Pi, robotics, and LLMs as learning accelerators. 55:00 Dax shares insights on terminal internals, text-as-canvas rendering, and the elegance of the medium.Key InsightsOpen source thrives where the long tail matters. Dax explains that OpenCode exists because coding agents must integrate with countless models, environments, and providers. That complexity naturally favors open source, since a small team can't cover every edge case—but a community can. This creates a collaborative ecosystem where users meaningfully shape the tool.The command line is winning because it's universal, not nostalgic. Many misunderstand the surge of CLI-based AI tools, assuming it's aesthetic or retro. Dax argues it's simply the easiest, most flexible, least opinionated surface that works everywhere—from enterprise laptops to personal dev setups—making adoption frictionless.Terminal interfaces can be richer than assumed. The team is pushing TUI frameworks far beyond scrolling text, introducing mouse support, dialogs, hover states, and structured interactivity. Despite constraints, the terminal becomes a powerful “text canvas,” capable of UI complexity normally reserved for GUIs.Fast feedback loops beat “autonomous” long-running agents. Dax rejects the trend of hour-long AI tasks, viewing it as optimizing around model slowness rather than user needs. He prefers rapid iteration with faster models, reviewing diffs continuously, and reserving slower models only when necessary.Open-source LLMs are improving quickly—and economics matter. Many open models now approach the quality of top proprietary systems while being far cheaper and faster to serve. Because inference is capital-intensive, competition pushes prices down, creating real incentives for developers and companies to reconsider model choices.Centralization isn't the enemy—lack of choice is. Dax frames the landscape like email: centralized providers dominate through convenience and scale, but the open protocols underneath protect users' ability to choose alternatives. The real danger is ecosystems where leaving becomes impossible.LLMs dramatically expand what individuals can learn and build. Both Stewart and Dax highlight that AI enables people to tackle domains previously too opaque or slow to learn—from terminal internals to hardware tinkering. This accelerates creativity and lowers barriers, shifting agency back to small teams and individuals.

In questa puntata, ho iniziato a esplorare una nuova frontiera tecnologica: gli assistenti di programmazione IA per la riga di comando (CLI) e come possono essere usati nel mondo legale e della scrittura. Spoiler: per ora i risultati sono stati molto soddisfacenti. Ascolta tutto …

Reproducible builds, Highly available ZFS Pools, Self Hosting on a Framework Laptop, and more... NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines FreeBSD now builds reproducibly and without root privilege (https://freebsdfoundation.org/blog/freebsd-now-builds-reproducibly-and-without-root-privilege) How to Set Up a Highly Available ZFS Pool Using Mirroring and iSCSI (https://klarasystems.com/articles/highly-available-zfs-pool-setup-with-iscsi-mirroring?utm_source=BSD%20Now&utm_medium=Podcast) News Roundup Self hosting 10TB in S3 on a framework laptop + disks (https://jamesoclaire.com/2025/10/05/self-hosting-10tb-in-s3-on-a-framework-laptop-disks/) Crucial FreeBSD Toolkit (https://vermaden.wordpress.com/2025/07/08/crucial-freebsd-toolkit/) Some notes on OpenZFS's 'written' dataset property (https://utcc.utoronto.ca/~cks/space/blog/solaris/ZFSSnapshotWrittenProperty) vi improvements on Dragonfly (https://www.dragonflydigest.com/2025/10/28/vi-improvements) Big news for small /usr partitions (https://undeadly.org/cgi?action=article;sid=20251112121631) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Patrick - Feedback (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/639/feedback/patrick%20-%20notes.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

New Open Indiana Release, Understanding Storage Performance, a Unix OS for the TI99, FreeBSD Tribal knowledge, and more... NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines Signifier flotation devices (https://davidyat.es/2025/09/27/signifier-flotation-devices) Open Indiana Hipster Announcement (https://openindiana.org/announcements/openindiana-hipster-2025-10-announcement/) Understanding Storage Performance Metrics (https://klarasystems.com/articles/understanding-storage-performance-metrics?utm_source=BSD%20Now&utm_medium=Podcast) News Roundup UNIX99, a UNIX-like OS for the TI-99/4A (https://forums.atariage.com/topic/380883-unix99-a-unix-like-os-for-the-ti-994a) Making the veb(4) virtual Ethernet bridge VLAN aware (https://undeadly.org/cgi?action=article;sid=20251029114507) FreeBSD tribal knowledge: minor version upgrades (https://vulcanridr.mataroa.blog/blog/freebsd-tribal-knowledge-minor-version-upgrades) It's been 10 years since ZFS's 10th aniversary its integration into Solaris - A Reflection (https://blogs.oracle.com/oracle-systems/post/happy-10th-birthday-zfs) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

In this special crossover episode with the brand-new Embedded AI Podcast, Luca and Jeff are joined by Ryan Torvik, Luca's co-host on the Embedded AI podcast, to explore the intersection of AI-powered development tools and agile embedded systems engineering. The hosts discuss practical strategies for using Large Language Models (LLMs) effectively in embedded development workflows, covering topics like context management, test-driven development with AI, and maintaining code quality standards in safety-critical systems. The conversation addresses common anti-patterns that developers encounter when first adopting LLM-assisted coding, such as "vibe coding" yourself off a cliff by letting the AI generate too much code at once, losing control of architectural decisions, and failing to maintain proper test coverage. The hosts emphasize that while LLMs can dramatically accelerate prototyping and reduce boilerplate coding, they require even more rigorous engineering discipline - not less. They discuss how traditional agile practices like small commits, continuous integration, test-driven development, and frequent context resets become even more critical when working with AI tools. For embedded systems engineers working in safety-critical domains like medical devices, automotive, and aerospace, the episode provides valuable guidance on integrating AI tools while maintaining deterministic quality processes. The hosts stress that LLMs should augment, not replace, static analysis tools and human code reviews, and that developers remain fully responsible for AI-generated code. Whether you're just starting with AI-assisted development or looking to refine your approach, this episode offers actionable insights for leveraging LLMs effectively while keeping the reins firmly in hand. ## Key Topics * [03:45] LLM Interface Options: Web, CLI, and IDE Plugins - Choosing the Right Tool for Your Workflow* [08:30] Prompt Engineering Fundamentals: Being Specific and Iterative with LLMs* [12:15] Building Effective Base Prompts: Learning from Experience vs. Starting from Templates* [16:40] Context Window Management: Avoiding Information Overload and Hallucinations* [22:10] Understanding LLM Context: Files, Prompts, and Conversation History* [26:50] The Nature of Hallucinations: Why LLMs Always Generate, Never Judge* [29:20] Test-Driven Development with AI: More Critical Than Ever* [35:45] Avoiding 'Vibe Coding' Disasters: The Importance of Small, Testable Increments* [42:30] Requirements Engineering in the AI Era: Becoming More Specific About What You Want* [48:15] Extreme Programming Principles Applied to LLM Development: Small Steps and Frequent Commits* [52:40] Context Reset Strategies: When and How to Start Fresh Sessions* [56:20] The V-Model Approach: Breaking Down Problems into Manageable LLM-Sized Chunks* [01:01:10] AI in Safety-Critical Systems: Augmenting, Not Replacing, Deterministic Tools* [01:06:45] Code Review in the AI Age: Maintaining Standards Despite Faster Iteration* [01:12:30] Prototyping vs. Production Code: The Superpower and the Danger* [01:16:50] Shifting Left with AI: Empowering Product Owners and Accelerating Feedback Loops* [01:19:40] Bootstrapping New Technologies: From Zero to One in Minutes Instead of Weeks* [01:23:15] Advice for Junior Engineers: Building Intuition in the Age of AI-Assisted Development ## Notable Quotes > "All of us are new to this experience. Nobody went to school back in the 80s and has been doing this for 40 years. We're all just running around, bumping into things and seeing what works for us." — Ryan Torvik > "An LLM is just a token generator. You stick an input in, and it returns an output, and it has no way of judging whether this is correct or valid or useful. It's just whatever it generated. So it's up to you to give it input data that will very likely result in useful output data." — Luca Ingianni > "Tests tell you how this is supposed to work. You can have it write the test first and then evaluate the test. Using tests helps communicate - just like you would to another person - no, it needs to function like this, it needs to have this functionality and behave in this way." — Ryan Torvik > "I find myself being even more aggressively biased towards test-driven development. While I'm reasonably lenient about the code that the LLM writes, I am very pedantic about the tests that I'm using. I will very thoroughly review them and really tweak them until they have the level of detail that I'm interested in." — Luca Ingianni > "It's really forcing me to be a better engineer by using the LLM. You have to go and do that system level understanding of the problem space before you actually ask the LLM to do something. This is what responsible people have been saying - this is how you do engineering." — Ryan Torvik > "I can use LLMs to jumpstart me or bootstrap me from zero to one. Once there's something on the screen that kind of works, I can usually then apply my general programming skill, my general engineering taste to improve it. Getting from that zero to one is now not days or weeks of learning - it's 20 minutes of playing with it." — Jeff Gable > "LLMs are fantastic at small-scale stuff. They will be wonderful at finding better alternatives for how to implement a certain function. But they are absolutely atrocious at large-scale stuff. They will gleefully mess up your architecture and not even notice because they cannot fit it into their tiny electronic brains." — Luca Ingianni > "Don't be afraid to try it out. We're all noobs to this. This is the brave noob world of AI exploration. Be curious about it, but also be cautious about it. Don't ever take your hands off the reins. Trust your engineering intuition - even young folks that are just starting, trust your engineering intuition." — Ryan Torvik > "As the saying goes, good judgment comes from experience. Experience comes from bad judgment. You'll find spectacular ways of messing up - that is how you become a decent engineer. LLMs do not change that. Junior engineers will still be necessary, will still be around, and they will still evolve into senior engineers eventually after they've fallen on their faces enough times." — Luca Ingianni  You can find Jeff at https://jeffgable.com.You can find Luca at https://luca.engineer.Want to join the agile Embedded Slack? Click hereAre you looking for embedded-focused trainings? Head to https://agileembedded.academy/Ryan Torvik and Luca have started the Embedded AI podcast, check it out at https://embeddedaipodcast.com/

In a surprise move, Snapchat open sources its cross-platform UI Valdi. Valdi lets devs write UI components in TypeScript then compiles them to native views on iOS, Android, and macOS, offers instant hot reload without recompiling, and integrates well into already existing native apps. GitHub Universe 2025 wrapped up just a few weeks ago, and it had a bunch of new AI agent updates to share. Think: a single source to manage agents across GitHub, Mobile, CLI, and VS Code, custom agents with tailored prompts and tools, new Copilot integrations and agentic code review, and Plan Mode. TanStack DB released v0.5 and Query-Driven Sync. With Query-Driven Sync, a component's query is the API call and DB handles the fetching, caching, and updating, and provides different sync modes for different use cases. Chapter Markers:0:47 - Snapchat open sources cross-platform tool Valdi7:08 - GitHub Universe updates15:45 - TanStack DB query-driven sync19:54 - GitHub eliminates toasts22:49 - Firefox has an updated mascot24:09 - Vibe coding named word of the year33:26 - What's making us happyNews:Paige - Snapchat open sources cross-platform UI ValdiJack - TanStack DB query-driven syncTJ - GitHub Universe recapLightning News:GitHub eliminates toasts from their designsFirefox has an updated mascotVibe coding named word of the yearWhat Makes Us Happy this Week:Paige - Holiday light displaysJack - Cursor ComposerTJ - Inflatable dragon yard decorationThanks as always to our sponsor, the Blue Collar Coder channel on YouTube. You can join us in our Discord channel, explore our website and reach us via email, or talk to us on X, Bluesky, or YouTube.Front-end Fire websiteBlue Collar Coder on YouTubeBlue Collar Coder on DiscordReach out via emailTweet at us on X @front_end_fireFollow us on Bluesky @front-end-fire.comSubscribe to our YouTube channel @Front-EndFirePodcast

In June 2025, the Contact Lens Institute (CLI) published Digital Discovery: Consumer Searches Reveal Contact Lens Realities, a comprehensive look at how and why people are seeking more information about these products online.The report examines multiple aspects of search behaviors, culled from public data sources, primarily focused on the United States and Canada. These include diving into the most common contact lenses searches via Google and on other platforms.CLI data also sheds light on the most common questions that reveal patient challenges, suggesting that the contact lens community may benefit from increased focus on health and safety, cost, wear and care, and how brands differAs traditional digital search evolves with the adoption of AI platforms, CLI also investigated how common large language models such as ChatGPT, Copilot, and Gemini are handling contact lens queries. While steadily advancing, those technologies' abilities to provide the best sources of information are inconsistent, meaning that practitioners may want to have preemptive conversations about AI-generated results with patients who are likely usersAt Vision Expo West, this September, a panel of CLI Visionaries including Andrew Bruce, Dr. Jade Coats, and Jennifer Seymour discussed some of the important findings of the Digital Discovery report.A little bit about the speakers:Andrew Bruce, LDO, ABOM, NCLEM, FCLSA, is a licensed master optician and contact lens fitting specialist in Vancouver, Washington, and founder of ASB Opticianry Education Services. Jade Coats, OD, FAAO, is a nationally recognized optometrist from Bentonville, Arkansas, with clinical expertise in ocular surface disease, dry eye management, contact lenses, and perioperative care for premium cataract and refractive surgery. Jennifer Seymour, LDO, FCLSA, NCLEM, ABO-AC, AAS, is a Nevada Licensed Dispensing Optician, ABO-AC and NCLE-AC nationally certified. Her passion for fitting contact lenses came during her schooling for licensure, learning how contact lenses change patients' lives.Learn more about the Contact Lens Institute and the Digital Discovery Report:https://www.contactlensinstitute.org/resources/digital-search/Love the show? Subscribe, rate, review & share! http://www.aboutmyeyes.com/podcast/

Topics covered in this episode: httptap 10 Smart Performance Hacks For Faster Python Code FastRTC Explore Python dependencies with pipdeptree and uv pip tree Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Training The Complete pytest Course Patreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: httptap Rich-powered CLI that breaks each HTTP request into DNS, connect, TLS, wait, and transfer phases with waterfall timelines, compact summaries, or metrics-only output. Features Phase-by-phase timing – precise measurements built from httpcore trace hooks (with sane fallbacks when metal-level data is unavailable). All HTTP methods – GET, POST, PUT, PATCH, DELETE, HEAD, OPTIONS with request body support. Request body support – send JSON, XML, or any data inline or from file with automatic Content-Type detection. IPv4/IPv6 aware – the resolver and TLS inspector report both the address and its family. TLS insights – certificate CN, expiry countdown, cipher suite, and protocol version are captured automatically. Multiple output modes – rich waterfall view, compact single-line summaries, or -metrics-only for scripting. JSON export – persist full step data (including redirect chains) for later processing. Extensible – clean Protocol interfaces for DNS, TLS, timing, visualization, and export so you can plug in custom behavior. Example: Brian #2: 10 Smart Performance Hacks For Faster Python Code Dido Grigorov A few from the list Use math functions instead of operators Avoid exception handling in hot loops Use itertools for combinatorial operations - huge speedup Use bisect for sorted list operations - huge speedup Michael #3: FastRTC The Real-Time Communication Library for Python: Turn any python function into a real-time audio and video stream over WebRTC or WebSockets. Features

Thunderbolt on FreeBSD, ZFS on Illumos and Linux and FreeBSD, ZFS Compression, Home networking monitoring, LibreSSH and OpenSSH releases and more... NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines Thunderbolt on FreeBSD (https://blog.feld.me/posts/2025/10/thunderbolt-on-freebsd) The broad state of ZFS on Illumos, Linux, and FreeBSD (as I understand it) (https://utcc.utoronto.ca/~cks/space/blog/solaris/ZFSOnIllumosLinuxAndFreeBSD) News Roundup zfs: setting compression and adding new vdevs (https://dan.langille.org/2025/10/18/zfs-setting-compression-and-adding-new-vdevs) The hunt for a home network monitoring solution (https://vulcanridr.mataroa.blog/blog/the-hunt-for-a-home-network-monitoring-solution) LibreSSL 4.2.0 Released (https://www.undeadly.org/cgi?action=article;sid=20251015043527) OpenSSH 10.2 released (https://www.undeadly.org/cgi?action=article;sid=20251010131052) - Related to 10.x versions : Post-Quantum Cryptography (https://www.openssh.com/pq.html) Check your IP infos using nginx (https://www.tumfatig.net/2025/check-your-ip-infos-using-nginx) Experimenting with Compression (just given an overview, I dont exepect you to read the all three writeups fully) Experimenting with compression off (https://dan.langille.org/2025/10/06/experimenting-with-compression-off/) Experimenting with compression=lz4 (https://dan.langille.org/2025/10/06/experimenting-with-compressionlz4/) Experimenting with compression=zstd (https://dan.langille.org/2025/10/06/experimenting-with-compressionzstd/) Compression results (https://dan.langille.org/2025/10/06/compression-results) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Anton - Boxybsd (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/636/feedback/anton%20-%20boxybsd.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

¿Cansado del "trabajo sucio" en tus proyectos de código? En este episodio te muestro mi kit de supervivencia en la Terminal de Linux: 4 herramientas CLI que automatizan desde el mensaje de commit con IA hasta el versionado completo del proyecto con Rust.. just (Task Runner)

OpenBSD 7.8, Building Enterprise Storage with Proxmox, SSD performance, Virtual Machines and more... NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines OpenBSD 7.8 Released (https://www.openbsd.org/78.html) also (https://undeadly.org/cgi?action=article;sid=20251022025822) and (https://bsd.network/@brynet/115403567146395679) Building Enterprise-Grade Storage on Proxmox with ZFS (https://klarasystems.com/articles/building-enterprise-grade-storage-on-proxmox-with-zfs) News Roundup [TUHS] Was artifacts, now ethernet (https://www.tuhs.org/pipermail/tuhs/2025-July/032268.html) I wish SSDs gave you CPU performance style metrics about their activity (https://utcc.utoronto.ca/~cks/space/blog/tech/SSDWritePerfMetricsWish) Migrate a KVM virtual machine to OmniOS bhyve (https://www.tumfatig.net/2025/migrate-a-kvm-virtual-machine-to-omnios-bhyve) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions brad - bhyve (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/635/feedback/brad%20-%20bhyve.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

With the annual trend of fluctuating reimbursement rates, have you been on the fence about turning your OBL into an ASC? Make sure your OBL is prepared for the surprising changes in coding coming in 2026. In this episode, Dr. Mary Costantino partners with fellow OBL owner Dr. Goke Akinwande and revenue cycle management expert Laurie Bouzarelos to review the new CPT code changes and how they translate to OBL and ASC reimbursement.---SYNPOSISDr. Akinwande discusses many positive takeaways after diving into the recent Medicare documents, and highlights key shifts. He believes these changes to add-on codes and territories means one thing: CLI is being heard. The upcoming code changes improve delineation of vascular territories, differentiating between "simple" (stenosis) and "complex" (CTO) procedures. These changes are aimed at rewarding physicians performing the difficult CLI work while decreasing reimbursement for more straightforward cases.Beyond the CPT code specifics, the conversation also covers real-world implications for OBL owners. Dr. Akinwande explains why these changes might narrow the reimbursement gap between OBLs and ASCs, prompting him to warn against ASC conversion. Laurie Bouzarelos provides guidance on implementation, stressing the importance of updating charge masters, reviewing payer contracts for "gap fill" clauses, and monitoring payments once the new codes go live. The episode ends with a discussion on obstacles in billing, collections, and the need for physicians to master the business side of their practice to ensure financial success.---TIMESTAMPS00:00 - Introduction04:37 - 2026 CPT Changes Overview07:18 - Simple vs. Complex Codes13:16 - Key Add-on Codes19:52 - OBL vs. ASC Conversion?24:56 - IVL Reimbursement Trends29:18 - Update Your Charge Master41:41 - Pricing & Medicare Year46:39 - Billing & Collections Reality

Why Self-host?, Advanced ZFS Dataset Management, Building a Simple Router with OpenBSD, Minimal pkgbase jails / chroots, WSL-For-FreeBSD, Yubico yubikey 5 nfc on FreeBSD, The Q3 2025 Issue of the FreeBSD Journal, and more NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines Why Self-host? (https://romanzipp.com/blog/why-a-homelab-why-self-host) Advanced ZFS Dataset Management: Snapshots, Clones, and Bookmarks (https://klarasystems.com/articles/advanced-zfs-dataset-management/) News Roundup Building a Simple Router with OpenBSD (https://btxx.org/posts/openbsd-router/) Minimal pkgbase jails / chroots (https://forums.FreeBSD.org/threads/minimal-pkgbase-jails-chroots-docker-oci-like.99512/) WSL-For-FreeBSD (https://github.com/BalajeS/WSL-For-FreeBSD) Yubico yubikey 5 nfc on FreeBSD (https://forums.freebsd.org/threads/yubico-yubikey-5-nfc-on-freebsd.99529) The Q3 2025 Issue of the FreeBSD Journal is Now Available (https://freebsdfoundation.org/blog/the-q3-2025-issue-of-the-freebsd-journal-is-now-available/) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

Could an LLM or some kind of an AI-driven language model, such as a natural language interface, someday replace our beloved CLI? That is, instead of needing to understand the syntax of a specific vendor’s CLI, could a language model allow network operators to use plain language to get the information they need or the... Read more »

Could an LLM or some kind of an AI-driven language model, such as a natural language interface, someday replace our beloved CLI? That is, instead of needing to understand the syntax of a specific vendor’s CLI, could a language model allow network operators to use plain language to get the information they need or the... Read more »

Could an LLM or some kind of an AI-driven language model, such as a natural language interface, someday replace our beloved CLI? That is, instead of needing to understand the syntax of a specific vendor’s CLI, could a language model allow network operators to use plain language to get the information they need or the... Read more »

Topics covered in this episode: * PyPI+* * uv-ship - a CLI-tool for shipping with uv* * How fast is 3.14?* * air - a new web framework built with FastAPI, Starlette, and Pydantic.* Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Training The Complete pytest Course Patreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: PyPI+ Very nice search and exploration tool for PyPI Minor but annoying bug: content-types ≠ content_types on PyPI+ but they are in Python itself. Minimum Python version seems to be interpreted as max Python version. See dependency graphs and more Examples content-types jinja-partials fastapi-chameleon Brian #2: uv-ship - a CLI-tool for shipping with uv “uv-ship is a lightweight companion to uv that removes the risky parts of cutting a release. It verifies the repo state, bumps your project metadata and optionally refreshes the changelog. It then commits, tags & pushes the result, while giving you the chance to review every step.” Michael #3: How fast is 3.14? by Miguel Grinberg A big focus on threaded vs. non-threaded Python Some times its faster, other times, it's slower Brian #4: air - a new web framework built with FastAPI, Starlette, and Pydantic. An very new project in Alpha stage by Daniel & Audrey Felderoy, the “Two Scoops of Django” people. Air Tags are an interesting thing. Also Why? is amazing “Don't use AIR” “Every release could break your code! If you have to ask why you should use it, it's probably not for you.” “If you want to use Air, you can. But we don't recommend it.” “It'll likely infect you, your family, and your codebase with an evil web framework mind virus, , …” Extras Brian: Python 3.15a1 is available uv python install 3.15 already works Python lazy imports you can use today - one of two blog posts I threatened to write recently Testing against Python 3.14 - the other one Free Threading has some trove classifiers Michael: Blog post about the book: Talk Python in Production book is out! In particular, the extras are interesting. AI Usage TUI Show me your ls Helium Browser is interesting. But also has Python as a big role. GitHub says Languages Python 97.4%

ZFS Features, Roadmap, and Innovations, Magical systems thinking, How VMware's Debt-Fueled Acquisition Is Killing Open Source, OpenSSH 10.1 Released, KDE Plasma 6 Wayland on FreeBSD, Unix Co-Creator Brian Kernighan on Rust, Distros and NixOS, Balkanization of the Internet, GhostBSD 25.02 adds 'Gershwin' desktop for a Mac-like twist, and more NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines What the Future Brings – ZFS Features, Roadmap, and Innovations (https://klarasystems.com/articles/zfs-new-features-roadmap-innovations?utm_source=BSD%20Now&utm_medium=Podcast) Magical systems thinking (https://worksinprogress.co/issue/magical-systems-thinking) The $69 Billion Domino Effect: How VMware's Debt-Fueled Acquisition Is Killing Open Source, One Repository at a Time (https://fastcode.io/2025/08/30/the-69-billion-domino-effect-how-vmwares-debt-fueled-acquisition-is-killing-open-source-one-repository-at-a-time) News Roundup OpenSSH 10.1 Released (https://www.openssh.com/txt/release-10.1) KDE Plasma 6 Wayland on FreeBSD (https://euroquis.nl/kde/2025/09/07/wayland.html) Unix Co-Creator Brian Kernighan on Rust, Distros and NixOS (https://thenewstack.io/unix-co-creator-brian-kernighan-on-rust-distros-and-nixos) GhostBSD 25.02 adds 'Gershwin' desktop for a Mac-like twist (https://www.theregister.com/2025/08/27/ghostbsd_2502/) Beastie Bits Adventures in porting a Wayland Compositor to NetBSD and OpenBSD by Jeff Frasca (https://www.youtube.com/watch?v=oo_8gnWQ4xo) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Kylen - CVEs (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/633/feedback/Kylen%20-%20CVEs.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

zipbomb defeated, Optimizing ZFS for High-Throughput Storage Workloads, Open Source is one person, Omada SDN Controller on FreeBSD, Building a Simple Router with OpenBSD, Back to the origins, Enhancing Support for NAT64 Protocol Translation in NetBSD, and more NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines zipbomb defeated (https://www.reddit.com/r/openzfs/comments/1niu6h7/when_a_decompression_zip_bomb_meets_zfs_19_pb/) Optimizing ZFS for High-Throughput Storage Workloads (https://klarasystems.com/articles/optimizing-zfs-for-high-throughput-storage-workloads?utm_source=BSD%20Now&utm_medium=Podcast) News Roundup Open Source is one person (https://opensourcesecurity.io/2025/08-oss-one-person) Omada SDN Controller on FreeBSD (https://blog.feld.me/posts/2025/08/omada-on-freebsd) Back to the origins (https://failsafe.monster/posts/another-world/) Google Summer of Code 2025 Reports: Enhancing Support for NAT64 Protocol Translation in NetBSD (http://blog.netbsd.org/tnf/entry/gsoc2025_nat64_protocol_translation) Undeadly Bits j2k25 - OpenBSD Hackathon Japan 2025 (http://undeadly.org/cgi?action=article;sid=20250601104254) OpenSSH will now adapt IP QoS to actual sessions and traffic (http://undeadly.org/cgi?action=article;sid=20250818113047) Preliminary support for Raspberry Pi 5 (https://undeadly.org/cgi?action=article;sid=20250903064251) OpenBSD enters 7.8-beta (https://undeadly.org/cgi?action=article;sid=20250911045955) Full BSDCan 2025 video playlist(s) available (https://undeadly.org/cgi?action=article;sid=20250912124932) OpenBGPD 8.9 released (https://undeadly.org/cgi?action=article;sid=20250926141610) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Brad - a few things (https://github.com/BSDNow/bsdnow.tv/blob/master/episodes/632/feedback/Brad%20-%20a%20few%20things.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

FreeBSD Foundation Q2 2025 Status Update, Keeping Data Safe with OpenZFS, Ollama on FreeBSD Using GPU Passthrough, ClonOS, Preliminary support for Raspberry Pi 5, Sylve: Manage bhyve VMs and Clusters on FreeBSD, Preventing Systemd DHCP RELEASE Behavior, Call for testing - Samba 4.22, and more

In this episode, Nathan Wrigley talks with Pradeep Sonawane about WebAuditor IO, a SaaS tool designed to help developers, agencies, and non-technical users quickly identify and fix website performance issues. Pradeep shares the origin story of the tool, how it evolved from an internal CLI project to a user-friendly SaaS with AI-powered insights, and its usefulness for WordPress sites. They discuss current features, integration plans, audience scope, and pricing, as well as the potential for future developments like a WordPress plugin and deeper workflow integration. Check out WebAuditor IO for a closer look at the tool in action, and stay tuned for a conversation that's sure to inspire you to take your website optimisation to the next level!

When the Lord leads you to write at a very young age, He will see you through the process of writing a book of poetry based on Bible verses.  Today you'll meet James Chung, who wrote a book called Out of the Embers Comes the Fire.  Why did he write it?  Tune in to find out.Reach Out to Me:Website: https://www.dontignorethenudge.com/Patreon: https://www.patreon.com/profile/creators?u=50504485IG: https://www.instagram.com/dontignorethenudgepodcast/Private FB group to WATCH interviews: https://www.dontignorethenudge.com/facebookBusiness/Personal Coaching with Cori:https://www.corifreeman.com/(951) 923-2674Reach Out to James Chung:Website: https://us.atomy.com/mainAmazon Link to Out of the Embers Comes the Fire: https://amzn.to/3IIE5Na

Secure Boot for FreeBSD, Systems lie about their proper functioning, Teching the tech and rushing the endorphins, Passing a Device Into A FreeBSD Jail With A Stable Name, ZFS snapshots aren't as immutable as I thought, due to snapshot metadata, Let's write a peephole optimizer for QBE's arm64 backend, Migrate a Peertube instance from Debian to FreeBSD, and more NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines Secure Boot for FreeBSD (https://forums.FreeBSD.org/threads/how-to-set-up-secure-boot-for-freebsd.99169/) The Fundamental Failure-Mode Theorem: Systems lie about their proper functioning (https://devblogs.microsoft.com/oldnewthing/20250716-00/?p=111383) News Roundup Teching the tech and rushing the endorphins (https://vulcanridr.mataroa.blog/blog/teching-the-tech-and-rushing-the-endorphins) Passing a Device Into A FreeBSD Jail With A Stable Name (https://blog.feld.me/posts/2025/09/passing-device-freebsd-jail-with-stable-name/) ZFS snapshots aren't as immutable as I thought, due to snapshot metadata (https://utcc.utoronto.ca/~cks/space/blog/solaris/ZFSSnapshotsNotFullyImmutable) Let's write a peephole optimizer for QBE's arm64 backend (https://briancallahan.net/blog/20250901.html) Migrate a Peertube instance from Debian to FreeBSD (https://www.tumfatig.net/2025/migrate-a-peertube-instance-from-debian-to-freebsd) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions -Steve - Interviews (https://github.com/BSDNow/bsdnow.tv/blob/master/631/feedback/Steve%20-%20Interviews.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

Quinn Slack (CEO) and Thorsten Ball (Amp Dictator) from SourceGraph join the show to talk about Amp Code, how they ship 15x/day with no code reviews, and why subagents and prompt optimizers aren't a promising direction for coding agents. Amp Code: https://ampcode.com/ Latent Space: https://latent.space/ 00:00 Introduction 00:41 Transition from Cody to Amp 03:18 The Importance of Building the Best Coding Agent 06:43 Adapting to a Rapidly Evolving AI Tooling Landscape 09:36 Dogfooding at Sourcegraph 12:35 CLI vs. VS Code Extension 21:08 Positioning Amp in Coding Agent Market 24:10 The Diminishing Importance of Model Selectors 32:39 Tooling vs. Harness 37:19 Common Failure Modes of Coding Agents 47:33 Agent-Friendly Logging and Tooling 52:31 Are Subagents Real? 56:52 New Frameworks and Agent-Integrated Developer Tools 1:00:25 How Agents Are Encouraging Codebase and Workflow Changes 1:03:13 Evolving Outer Loop Tasks 1:07:09 Version Control and Merge Conflicts in an AI-First World 1:10:36 Rise of User-Generated Enterprise Software 1:14:39 Empowering Technical Leaders with AI 1:17:11 Evaluating Product Without Traditional Evals 1:20:58 Hiring

The Death of Industrial Design, Host naming Convensions, Symbian reflections, bash timeouts, nvme vs ssds, a system to organize your life, and more. NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines The Death Of Industrial Design And The Era Of Dull Electronics (https://hackaday.com/2025/07/23/the-death-of-industrial-design-and-the-era-of-dull-electronics) Host Naming Convention (https://vulcanridr.mataroa.blog/blog/host-naming-convention) News Roundup Open, free, and completely ignored: The strange afterlife of Symbian (https://www.theregister.com/2025/07/17/symbian_forgotten_foss_phone_os/) TIL: timeout in Bash scripts (https://heitorpb.github.io/bla/timeout/) It seems like NVMe SSDs have overtaken SATA SSDs for high capacities (https://utcc.utoronto.ca/~cks/space/blog/tech/NVMeOvertakingSATAForSSDs) A system to organise your life (https://johnnydecimal.com) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions - Nelson - Books (https://github.com/BSDNow/bsdnow.tv/blob/master/629/feedback/Nelson%20-%20books.md) Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

The Hype is the Product, Programmers Aren't So Humble Anymore—Maybe Because Nobody Codes in Perl, Is OpenBSD 10x faster than Linux?, How to install FreeBSD on providers that don't support it with mfsBSD, SSHX, Zvault Status Update, and more NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines The Hype is the Product (https://rys.io/en/180.html) Programmers Aren't So Humble Anymore—Maybe Because Nobody Codes in Perl (https://www.wired.com/story/programmers-arent-humble-anymore-nobody-codes-in-perl) News Roundup Is OpenBSD 10x faster than Linux? (https://flak.tedunangst.com/post/is-OpenBSD-10x-faster-than-Linux) How to install FreeBSD on providers that don't support it with mfsBSD (https://it-notes.dragas.net/2025/07/02/install_freebsd_providers_mfsbsd/) SSHX (https://github.com/ekzhang/sshx) Zvault Status Update (https://github.com/zvaultio/Community/blob/main/posts/2025-07-13.md) Undeadly Bits 4096 colours and flashing text on the console! (http://undeadly.org/cgi?action=article;sid=20250705081315) Font caching no longer runs as root (http://undeadly.org/cgi?action=article;sid=20250717061920) OpenSSH will now adapt IP QoS to actual sessions and traffic (http://undeadly.org/cgi?action=article;sid=20250818113047) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

An (almost) catastrophic OpenZFS bug, crawler plague and the fragility of the web, Classic CDE (Common Desktop Environment) coming to OpenBSD, Some notes on DMARC policy inheritance and a gotcha, GNAT (Ada) is in fact fully supported on illumos, Eighteen Years of Greytrapping, and more NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines An (almost) catastrophic OpenZFS bug and the humans that made it (and Rust is here too) (https://despairlabs.com/blog/posts/2025-07-10-an-openzfs-bug-and-the-humans-that-made-it) The current (2025) crawler plague and the fragility of the web (https://utcc.utoronto.ca/~cks/space/blog/web/WebIsKindOfFragile) News Roundup Classic CDE (Common Desktop Environment) coming to OpenBSD (https://undeadly.org/cgi?action=article;sid=20250730080301) Some notes on DMARC policy inheritance and a gotcha (https://utcc.utoronto.ca/~cks/space/blog/spam/DMARCPolicyInheritanceNotes) Despite thoughts to the contrary, GNAT (Ada) is in fact fully supported on illumos (https://briancallahan.net/blog/20250817.html) Eighteen Years of Greytrapping - Is the Weirdness Finally Paying Off? (https://bsdly.blogspot.com/2025/08/eighteen-years-of-greytrapping-is.html) Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow)

Join me as I chat with Lee Robinson, VP of Developer Experience at Cursor, as he shares practical tips for maximizing productivity with Cursor's AI coding tools. He demonstrates how to structure prompts, create custom commands, and leverage agents for everything from bug fixes to code reviews. The conversation highlights how AI tools are making software development more accessible while enabling developers to build higher quality products with less effort. Timestamps: 00:00 - Intro 01:49 - Using AI Agents in Cursor 08:21 - Custom Rules within Cursor 11:49 - BugBot and code review automation 17:19 - CLI and headless options for Cursor agents 19:29 - Tips for getting the most out of Cursor 21:09 - Examples of innovative software built with Cursor Get Your Complete Financial OS at https://dub.sh/brex-sip Key Points: • Lee demonstrates how to effectively use Cursor's AI agents for discrete coding tasks • Setting up proper linting, formatting, and testing helps agents self-correct their outputs • Custom commands and rules can be created to enhance code reviews and writing quality • Cursor offers CLI and headless options for running agents in automation workflow The #1 tool to find startup ideas/trends - https://www.ideabrowser.com LCA helps Fortune 500s and fast-growing startups build their future - from Warner Music to Fortnite to Dropbox. We turn 'what if' into reality with AI, apps, and next-gen products https://latecheckout.agency/ Boringmarketing - Vibe Marketing for Companies: boringmarketing.com  The Vibe Marketer - Join the Community and Learn: thevibemarketer.com Startup Empire - a membership for builders who want to build cash-flowing businesses https://www.skool.com/startupempire/about FIND ME ON SOCIAL X/Twitter: https://twitter.com/gregisenberg  Instagram: https://instagram.com/gregisenberg/ LinkedIn: https://www.linkedin.com/in/gisenberg/ FIND LEE ON SOCIAL X/Twitter: https://x.com/leeerob YouTube: https://www.youtube.com/@leerob Personal Website: https://leerob.com

For decades, the command line has been a developer's staple. But what if its future isn't to be a better terminal, but something else entirely? We're joined by Zach Lloyd, co-founder of Warp, to discuss this groundbreaking shift in developer tooling, sharing his bold vision that the future for developers is neither the IDE nor the terminal, but a new kind of platform built for launching and orchestrating AI agents. Zach explains how Warp is re-imagining the command line as the natural entry point for this evolution, transforming it from a place where you type commands to a place where you write prompts to solve complex problems.Zach dives into the new developer workflow, where the focus moves up a layer of abstraction from the minutiae of flags and syntax to higher-level problem-solving and guiding agents. He argues that by being the platform itself—not just an app running within it—a tool like Warp can provide a far richer and more effective user experience than traditional CLI agents. Discover the new skills developers need in this era, from problem decomposition to clearly expressing intent in natural language.Check out:AI code review tools: 2025 evaluation guideFollow the hosts:Follow BenFollow AndrewFollow today's guest(s):Try Warp: warp.devWarp's YouTube Channel: Check out Zach's live streams and product videosConnect with Zach: LinkedIn | X (formerly Twitter)Connect with Brooke: LinkedInReferenced in today's show:Team OKRs in ActionIn the Age of AI, some tech leaders think communications degrees may actually be more valuable than computer science degreesThoughts on Motivation and My 40-Year CareerAI, Ads & the Fight for Attention: Infactory Featured in Ad AgeIntroducing pay per crawl: Enabling content owners to charge AI crawlers for accessSupport the show: Subscribe to our Substack Leave us a review Subscribe on YouTube Follow us on Twitter or LinkedIn Offers: Learn about Continuous Merge with gitStream Get your DORA Metrics free forever

FreeBSD Journal Summer 2025 Edition, Java hiding in plain sight, BSDCan 2025 Trip report, Call for testing OpenBSD webcams, recent new features in OpenSSH, Improved 802.11g AP compatibility check, and more NOTES This episode of BSDNow is brought to you by Tarsnap (https://www.tarsnap.com/bsdnow) and the BSDNow Patreon (https://www.patreon.com/bsdnow) Headlines FreeBSD Journal April/May/June 2025 Edition (https://freebsdfoundation.org/our-work/journal/browser-based-edition/networking-3/) BSDCan 2025 Trip Report – Chuck Tuffli (https://freebsdfoundation.org/blog/bsdcan-2025-trip-report-chuck-tuffli/) News Roundup Call for testing: USB webcams (http://undeadly.org/cgi?action=article;sid=20250808083341) From Minecraft to Markets: Java Hiding in Plain Sight (https://freebsdfoundation.org/blog/from-minecraft-to-markets-java-hiding-in-plain-sight/) Recent new features in OpenSSH (http://undeadly.org/cgi?action=article;sid=20250802084523) NetBSD 11.0 release process underway (https://blog.netbsd.org/tnf/entry/netbsd_11_0_release_process) Interview: Nico Cartron Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv (mailto:feedback@bsdnow.tv) Join us and other BSD Fans in our BSD Now Telegram channel (https://t.me/bsdnow) Special Guest: Nico Cartron.

Topics covered in this episode: * pypistats.org was down, is now back, and there's a CLI* * State of Python 2025* * wrapt: A Python module for decorators, wrappers and monkey patching.* pysentry Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Training The Complete pytest Course Patreon Supporters Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Brian: @brianokken@fosstodon.org / @brianokken.bsky.social Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Monday at 10am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Brian #1: pypistats.org was down, is now back, and there's a CLI pypistats.org is a cool site to check the download stats for Python packages. It was down for a while, like 3 weeks? A couple days ago, Hugo van Kemenade announced that it was back up. With some changes in stewardship “pypistats.org is back online!

Scott and Wes break down how to code with and for AI; perfect for skeptics, beginners, and curious devs. They cover everything from Ghost Text and CLI agents to building your own AI-powered apps with embeddings, function calling, and multi-model workflows. Show Notes 00:00 Welcome to Syntax! 03:56 How to interface with AI. 04:07 IDE Ghost Text. 05:45 IDE Chat, Agents. 08:00 CLI Agents. Claude Code. Open Code. Gemini. 11:13 MCP Servers. Context7 14:47 GUI apps. v0. Bolt.new. Lovable. Windsurf. 19:07 Existing Chat app like ChatGPT. 22:37 Building things WITH AI. 23:32 Prompting. 26:53 Streaming VS not streaming. 28:14 Embeddings and Rag. 31:09 MCP Server. CJ's MCP Deep Dive. 32:36 Brought to you by Sentry.io. 33:25 Multi-model, multi-provider. 36:27 npm libs to use to code with AI. OpenAI SDK. AI SDK. Cloudflare Agents. Langchain. Local AI Tensorflow. Transformers.js. Huggingface. 44:12 Processes and exploring. Hit us up on Socials! Syntax: X Instagram Tiktok LinkedIn Threads Wes: X Instagram Tiktok LinkedIn Threads Scott: X Instagram Tiktok LinkedIn Threads Randy: X Instagram YouTube Threads