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JDK 26 optimise la JVM dans ses moindres recoins, le SDK Java d'Agent2Agent passe en 1.0, Micronaut 5 est là. Côté terrain, un retour d'expérience après 40 jours à coder avec 100 % d'IA : génie ou junior, Alzheimer numérique et dette technique invisible. Pendant ce temps, GitLab restructure, Microsoft suspend ses licences Claude Code, et un développeur injecte un prompt destructeur dans sa lib JUnit. La révolution IA a un coût et les boites commencent à s'en rendre compte. Enregistré le 12 juin 2026 Téléchargement de l'épisode LesCastCodeurs-Episode-341.mp3 ou en vidéo sur YouTube. News Langages Les améliorations de performance dans le JDK 26 https://inside.java/2026/06/09/jdk-26-performance-improvements/ Côté bibliothèques, l'API LazyConstant (anciennement StableValue) fait son entrée en prévisualisation pour permettre une initialisation paresseuse, sécurisée pour les threads et optimisée par le mécanisme de constant-folding de la JVM. L'extraction de chaînes de caractères via MemorySegment::getString a été revue pour réduire considérablement les allocations intermédiaires et les copies en mémoire off-heap, accélérant fortement les traitements sur les chemins critiques (hot paths). La méthode générée automatiquement hashCode() pour les classes de type record a été optimisée par la JVM pour atteindre un niveau de performance équivalent à une implémentation écrite manuellement. Le ramasse-miettes G1 bénéficie du JEP 522 qui redessine sa table de cartes (card-table) afin de réduire les coûts de synchronisation des barrières d'écriture, offrant un gain de débit de 5 % à 15 % sur les applications manipulant énormément de références d'objets. Grâce au JEP 516 (Project Leyden), le cache d'objets Ahead-of-Time (AOT) adopte un format de flux agnostique, ce qui lui permet d'être compatible avec n'importe quel Garbage Collector, y compris le ramasse-miettes à très faible latence ZGC. Le démarrage de la JVM s'accélère par défaut lorsqu'aucune taille de tas n'est configurée, car HotSpot n'applique plus de pourcentage initial (InitialRAMPercentage) mais démarre directement avec la taille minimale (MinHeapSize) pour éviter d'allouer des métadonnées inutiles. Les threads virtuels gagnent en robustesse en étant désormais capables de céder la main (yield) pendant les phases d'initialisation des classes, éliminant ainsi le risque de famine des threads porteurs (carrier threads). Le compilateur C2 JIT améliore son modèle de coût pour la vectorisation des boucles (SIMD) et se montre maintenant capable de compiler et d'optimiser des méthodes dotées de listes de paramètres extrêmement longues. Librairies Release candidate du A2A Java SDK supportant versions 0.3 et 1.0 en même temps https://medium.com/google-cloud/a2a-java-sdk-1-0-0-cr1-released-f0c651ec9139 Dernière étape avant la GA : Toutes les fonctionnalités prévues pour la version 1.0 sont finalisées. Migration simplifiée depuis la Beta1. Compatibilité v0.3 : Ajout d'une couche de compatibilité permettant aux agents v1.0 de communiquer avec les systèmes v0.3 (via JSON-RPC, gRPC ou REST). Support natif pour Android (nouvel AndroidHttpClient). Uniformisation des clients HTTP pour garantir une cohérence entre les versions. Nouveau parseur SSE (Server-Sent Events) conforme aux spécifications. Ça y est, le SDK Java de l'Agent 2 Agent Protocol est sorti en version 1.0 finale ! (avec compatibilité v0.3 et v1.0) https://medium.com/google-cloud/a2a-java-sdk-1-0-0-final-released-10c05b6aee34 Lancement officiel : Sortie de A2A Java SDK 1.0.0.Final, la première version stable (GA) du protocole Agent2Agent. Objectif du protocole : Standard ouvert (Linux Foundation) permettant aux agents IA de communiquer, déléguer des tâches et collaborer, indépendamment du langage ou du framework. Interopérabilité : Introduction de l'Integration Test Kit (ITK) pour valider la compatibilité entre les SDK (Java, Python, TypeScript, etc.). Transports supportés : Support complet et équivalent pour JSON-RPC, gRPC et HTTP+JSON/REST. Alignement total avec la spécification A2A 1.0.0. Passage aux Java records pour l'immutabilité et moins de code répétitif. Architecture interne basée sur un MainEventBus pour garantir la persistance et éviter les conditions de concurrence. Intégration d'OpenTelemetry pour le suivi et la surveillance. Support d'Android et compatibilité descendante avec la version 0.3. Installation : Gestion des dépendances via Maven BOM (org.a2aproject.sdk). Sortie de Micronaut 5.0 https://micronaut.io/2026/05/20/micronaut-framework-5-0-0-released/ Lancement majeur : Disponibilité générale de Micronaut 5, incluant une refonte de plus de 70 modules et la plateforme BOM. Baselines techniques : Support de Java 25, Groovy 5, Kotlin 2.3 et GraalVM 25.0.3. Optimisations internes : Amélioration significative des performances au démarrage et réduction de la surcharge à l'exécution via une refonte du conteneur IoC et du traitement à la compilation. Architecture HTTP : Support stable de HTTP/3, nouvelle API de formulaires (multipart) et annotations de nullabilité (JSpecify) pour une meilleure interopérabilité Kotlin/IDE. Configuration : Nouveau système d'importation de configuration (remplaçant le Bootstrap Configuration) et validateur de schéma JSON intégré. Fiabilité : Nouvelles API programmatiques pour les politiques de retry et circuit breaker. Sécurité & Outils : Mise à jour majeure des dépendances (Jackson 3, Ktor 3), rafraîchissement du Panneau de contrôle et diagnostics AOT améliorés. Écosystème : Mises à jour complètes pour les bases de données (Data, SQL, R2DBC, MongoDB, Redis), le cloud (AWS, Azure, GCP, OCI) et les tests (JUnit 6, Testcontainers 2.0). Évolutions notables : Intégration HTMX dans Micronaut Views, retrait du support RxJava 2 et migration de divers processeurs d'annotations vers des modules dédiés. Comment rajouter un agent IA dans une app Android, avec le tout nouveau framework ADK pour Kotlin https://glaforge.dev/posts/2026/05/21/wiring-adk-kotlin-agents-in-an-android-application/ Guillaume a participé au développement et au lancement du nouveau runtime ADK pour Kotlin et Android https://developers.googleblog.com/adk-kotlin-android-building-ai-agents/ Tutoriel sur comment intégrer un agent ADK dans une app Dépendances : Ajout du noyau ADK (google-adk-kotlin-core) et du processeur KSP dans build.gradle.kts. Sécurité API : Utilisation de local.properties pour stocker la clé API Gemini et l'exposer via BuildConfig afin d'éviter le hardcoding. Définition de l'agent : Création d'un objet LlmAgent configuré avec le modèle Gemini, des instructions spécifiques et des outils (ex: GoogleSearchTool). Utilisation de InMemoryRunner pour gérer automatiquement le contexte et l'historique de la session. Implémentation de runAsync avec StreamingMode.SSE pour un retour en temps réel dans l'interface. Threading : Exécution des requêtes réseau sur Dispatchers.IO et mise à jour de l'état de l'interface utilisateur sur Dispatchers.Main. Comment développer et hoster des agents IA sur la plateforme d'agents managés de DeepMind https://glaforge.dev/posts/2026/05/21/managed-agents-with-the-gemini-interactions-java-sdk/ L'équipe DeepMind de Google a lancé une plateforme d'agents managés sur son API Gemini Interactions https://blog.google/innovation-and-ai/technology/developers-tools/managed-agents-gemini-api/ Guillaume a implémenté un SDK Java pour utiliser cette API Gemini Interactions, qui donne entre autre accès à tous les modèles mais aussi à cette plateforme managée d'agents IA Agents managés : Permet d'exécuter des agents autonomes qui raisonnent, planifient et exécutent du code dans des environnements isolés (sandboxes), sans gestion d'infrastructure par le développeur. Environnement distant : Utilise des espaces de travail Linux éphémères dans le cloud via le paramètre remote, permettant l'accès réseau et la persistance des fichiers sur plusieurs appels. Agents prédéfinis : Accès immédiat à des agents spécialisés comme deep-research-pro (recherche multi-étapes) ou antigravity (tâches de codage généralistes). Agents personnalisés : Possibilité de configurer ses propres agents avec des instructions système dédiées, des outils spécifiques (exécution de code, recherche Google) et des règles réseau (egress) personnalisées. Architecture basée sur les étapes (Steps) : Utilise une structure de données typée (Step, Content) pour suivre le raisonnement de l'agent, ses appels de fonctions et ses résultats en temps réel. Outils et Schémas : Inclut des utilitaires pour générer des schémas JSON complexes via une interface fluide (DSL), par réflexion Java ou par parsing JSON. Streaming réactif : Support natif des événements en temps réel (SSE) pour suivre la progression de l'agent et recevoir les deltas de contenu au fur et à mesure de la génération. Flexibilité : Fournit un gestionnaire de routage (InteractionsHandler) pour créer facilement des serveurs proxy ou des backends intermédiaires traitant les interactions Gemini. Spring Boot 4.1 https://github.com/spring-projects/spring-boot/wiki/Spring-Boot-4.1-Release-Notes Support natif pour Spring gRPC permettant de créer et tester facilement des applications clientes et serveurs basées sur Netty ou des Servlets via HTTP/2 Introduction du lazy fetching pour les connexions JDBC via la propriété spring.datasource.connection-fetch=lazy afin de ne prendre une connexion du pool que lorsqu'un Statement est réellement exécuté Amélioration de l'auto-configuration de Jackson permettant de définir globalement les contraintes de lecture/écriture pour les formats JSON, XML et CBOR via des propriétés de configuration Sécurisation des clients HTTP bloquants et réactifs face aux attaques SSRF grâce à l'introduction d'un InetAddressFilter bloquant les requêtes sortantes vers des adresses spécifiques Améliorations majeures autour d'OpenTelemetry avec le support complet des variables d'environnement OTel, la possibilité de désactiver le SDK via une propriété globale et l'ajout du support SSL sur les exporters OTLP Ajout de l'auto-configuration pour l'utilisation de Spring Batch avec MongoDB incluant un nouveau starter dédié spring-boot-batch-data-mongo Auto-configuration des endpoints @RedisListener sans nécessiter la déclaration manuelle d'un RedisMessageListenerContainer Dépréciation du support de Apache Derby (projet arrêté), suppression définitive du mode layertools du JAR et réintroduction du support de Spock 2.4 (avec Groovy 5) Upgrade des dépendances majeures de l'écosystème avec notamment Spring Framework 7.0.8, Spring Security 7.1.0 et Micrometer 1.17.0 Outillage Vous êtes plutôt endive ou chicorée ? La librairie Chicory qui permet d'exécuter du code WASM à partir de son application Java est forkée et rejointe la Bytecode Alliance pour continuer son développement https://bytecodealliance.org/articles/endive-and-the-next-chapter-of-webassembly-on-the-jvm Annonce d'Endive : Nouveau projet hébergé par la Bytecode Alliance ; fork de Chicory (moteur WebAssembly pur Java, sans dépendance native). ​Objectif principal : Permettre aux développeurs Java d'intégrer, charger et déployer des modules Wasm nativement via les workflows Java habituels. ​Compilateur "Redline" : Intégration à venir de Redline (basé sur Cranelift) pour compiler le Wasm en code machine natif ; performances comparables à Rust/Wasmtime. ​Zéro dépendance (Java 25+) : Grâce à l'API standard Foreign Function & Memory (Project Panama), l'exécution à vitesse native se fait sans composants externes. ​Modèle de Composants (Component Model) : Support futur prévu pour consommer des composants (Rust, Go, JS, etc.) via des interfaces typées et sécurisées directement dans la JVM. ​Prochaines étapes : Fusion de Redline, conformité stricte aux specs Wasm (dont WasmGC) et amélioration du support WASI. Un visualisateur de sessions de travail avec Antigravity https://glaforge.dev/posts/2026/06/11/antigravity-brain-visualizer/ Un projet open source construit avec Micronaut, LangChain4j et GraalVM pour analyser les sessions de travail avec l'outil de développement agentique Antigravity (de Google) Analyse toutes les étapes, les requêtes utilisateur, les outils utilisés, les erreurs rencontrées, les réponses du modèle Gemini fait une analyse pour comprendre les moments clés de cette session de travail Outil buildé avec l'aide d'Antigravity lui-même SBX-Kits : des environnements de développement simplifiés pour les débutants (et les autres) https://k33g.org/20260501-sbx-kits.html Philippe Charrière (:whale: ) présente SBX-Kits (Sandbox Kits), une initiative personnelle visant à simplifier radicalement la mise en place d'environnements de développement pour les débutants, en éliminant la complexité d'installation des outils traditionnels. Chaque "kit" est une archive prête à l'emploi contenant un outil de développement spécifique (comme un langage, un framework ou une base de données) configuré pour s'exécuter de manière isolée et portable. La philosophie du projet repose sur le principe de "zéro configuration" et "zéro dépendance globale", permettant de tester une technologie ou de commencer à coder immédiatement sans polluer son système d'exploitation. L'approche technique s'appuie sur des scripts légers et des binaires portables pré-packagés, offrant une alternative plus simple et moins gourmande en ressources que les conteneurs Docker ou les configurations d'IDE complexes pour l'apprentissage. L'objectif à terme est de proposer un catalogue de kits couvrant les technologies courantes (JavaScript, Python, petites bases de données) pour faciliter les ateliers de programmation et le prototypage rapide. De nombreux kits sont disponibles sur https://github.com/docker/sbx-kits-contrib ghui: une interface utilisateur en ligne de commande (TUI) interactive pour GitHub https://github.com/kitlangton/ghui ghui est un outil en ligne de commande (TUI) écrit en Rust qui fournit une interface visuelle, interactive et rapide directement dans le terminal pour interagir avec GitHub. Il permet de gérer ses pull requests, ses issues et ses notifications sans avoir à ouvrir son navigateur web ou à taper de longues commandes avec la CLI officielle de GitHub. L'outil propose une navigation fluide au clavier, des raccourcis efficaces, et permet de réaliser des actions courantes comme valider une PR, ajouter des commentaires, attribuer des reviewers ou inspecter les logs des GitHub Actions. Conçu pour être extrêmement réactif, ghui s'intègre naturellement dans le flux de travail des développeurs adeptes du terminal et du mode "sans souris". Sortie de Homebrew 6.0.0 https://brew.sh/2026/06/11/homebrew-6.0.0/ Introduction du mécanisme de sécurité Tap Trust : comme les dépôts tiers (taps) peuvent exécuter du code Ruby arbitraire non sandboxé sur la machine, Homebrew demande désormais une confiance explicite de l'utilisateur avant d'évaluer ou d'exécuter leur code. L'API JSON interne devient le choix par défaut, offrant un système plus léger et beaucoup plus rapide pour les développeurs. Sécurisation renforcée de l'environnement avec l'implémentation du sandboxing sur Linux. Évolution des comportements par défaut basés sur un sondage utilisateur : le mode "ask" est activé par défaut pour les développeurs, affichant un résumé des dépendances et une demande de confirmation avant toute action de brew install ou brew upgrade. Améliorations notables des performances globales, notamment un boost de ~30 % sur la vitesse de la commande brew leaves et la parallélisation de la récupération des bottles (binaires) lors des mises à jour. Ajout du support initial pour la prochaine version d'Apple, macOS 27 (Golden Gate). Multiples optimisations pour brew bundle, incluant une gestion plus sécurisée des installations de paquets npm. Méthodologies Retour d'expérience très détaillé et 100% humain sur 40 jours avec une équipe 100% AI hormis le superviseur https://www.linkedin.com/pulse/jai-vir%C3%A9-mon-%C3%A9quipe-de-dev-pour-une-100-ia-pendant-40-luc-bonnin-jlgjf/ Voici le résumé en bullet points : Expérimentation de 40 jours : remplacer une équipe de dev par 100% IA agentique (Cursor) sur un vrai projet en production (playthatsheet.com, 200k lignes de code legacy) Chiffres bruts : 2,3 milliards de tokens consommés, 1 477 prompts, 260 564 lignes ajoutées (+145%), 59% du code final produit par l'IA ROI vertigineux à court terme : 9 mois de travail humain livrés en 40 jours, coût total 260$ d'abonnement + 15 jours de supervision, ROI x18 Profil psy de l'IA : Alzheimer (oublis de contexte), schizophrène (change de méthodo), ado de 12 ans (refait les mêmes erreurs), oscille entre génie et junior sans prévenir Effet iceberg : la dette technique ne disparaît pas, elle se camoufle et s'accélère ; hallucinations = bombes à retardement détectables uniquement par relecture humaine ligne par ligne Paradoxe du bateau de Thésée : perte de paternité et de maîtrise fine du code, baisse de l'autonomie du dev humain qui valide sans avoir construit Arnaque du "monkey money" : consommation de tokens opaque, non corrélée à la complexité (écart de 350% sur des prompts identiques), facturation imprévisible donc impossible à budgéter Syndrome du bazooka : les devs utilisent l'IA même pour changer une couleur CSS, atrophie progressive des compétences et coût écologique délirant Risque stratégique : dépendance irréversible aux vendeurs de tokens (Nvidia, Anthropic, OpenAI), business non rentable qui devra augmenter ses prix Conseil final : approche Pareto, garder 20% du temps en code "fait main", nommer un responsable stratégie IA, l'humain senior reste irremplaçable pour superviser Une libraries de test JUnit cache un prompt qui demande aux coding agents d'effacer les tests https://arstechnica.com/security/2026/05/fed-up-with-vibe-coders-dev-sneaks-data-nuking-prompt-injection-into-their-code/ Agacé par les « vibe coders », un développeur introduit une injection de prompt destructrice dans son code Le développeur de jqwik (un moteur de tests pour JUnit 5) a volontairement inséré une injection de prompt dans la version 1.10.0 de sa bibliothèque Java pour saboter le travail des agents d'IA. L'instruction injectée via la sortie standard (stdout) ordonne textuellement aux LLM d'ignorer les consignes précédentes et de supprimer l'intégralité du code et des tests jqwik du projet. Pour dissimuler cette action aux yeux des développeurs humains, le mainteneur a utilisé des séquences d'échappement ANSI qui effacent la ligne d'injection dans les émulateurs de terminaux interactifs. La modification a été découverte par un utilisateur qui a pointé du doigt les risques majeurs et disproportionnés pour les machines des utilisateurs, bien que certains outils comme Claude d'Anthropic aient détecté et bloqué la consigne malveillante. Face aux critiques de la communauté et aux accusations de comportement infantile ou potentiellement illégal, le développeur a mis à jour ses notes de version pour documenter explicitement son opposition à l'usage de son outil par des IA, avant de refuser tout commentaire supplémentaire sur conseil de son avocat. La réalité du rôle de Principal Engineer https://leaddev.com/career-development/reality-being-principal-engineer Le passage au rôle de Principal Engineer marque une transition majeure où les compétences techniques ne suffisent plus, l'impact se mesurant désormais à travers l'influence, la stratégie et la capacité à aligner la technique avec les objectifs business. Contrairement aux attentes, le quotidien est souvent marqué par une forme d'isolement, car le poste se situe à l'intersection de la direction (qui attend des solutions) et des équipes techniques (qui attendent des directives), sans appartenance directe à un groupe précis. Le rôle exige d'accepter une grande part d'ambiguïté et l'absence de retours immédiats, les projets et les décisions stratégiques mettant parfois des mois ou des années à porter leurs fruits. La gestion du temps devient un défi critique, nécessitant de savoir naviguer entre les sollicitations constantes, la présence en réunion et le besoin de préserver des moments de réflexion approfondie pour concevoir des visions à long terme. La réussite à ce niveau repose sur le développement de compétences humaines pointues (soft skills), notamment la négociation, la communication vulgarisée auprès des profils non techniques, et la capacité à faire grandir les autres ingénieurs par le mentorat. Sécurité Une attaque de la chaîne d'approvisionnement npm utilise binding.gyp pour compromettre des dizaines de paquets https://cybersecuritynews.com/binding-gyp-supply-chain-attack-compromises-dozens-of-npm-packages/ Une nouvelle variante du ver auto-propageable "Shai-Hulud", baptisée "Miasma", cible l'écosystème npm (et PyPI sous le nom de "Hades") en dissimulant son exécution dans le fichier binding.gyp au lieu des scripts classiques preinstall ou postinstall. La technique, surnommée "Phantom Gyp", exploite le fait que npm lance automatiquement node-gyp rebuild dès qu'un fichier binding.gyp est présent à la racine d'un paquet pour compiler des modules natifs C/C++, exécutant ainsi le code malveillant dès la commande npm install. L'attaque contourne la plupart des outils de sécurité traditionnels car l'injection s'appuie sur l'évaluation récursive de commandes (via la syntaxe ) ou directement sur la fonction eval() de Python sous-jacente à GYP, cachée sous n'importe quelle clé du fichier. Le script malveillant télécharge un runtime alternatif (Bun) pour échapper aux détections comportementales de Node.js, puis moissonne les identifiants et secrets des développeurs et des environnements CI/CD (npm, GitHub, AWS, GCP, Azure, Kubernetes, HashiCorp Vault). Plus de 57 paquets npm (dont le SDK serveur de Vapi ou des outils liés à l'IA) et des dizaines de paquets PyPI ont été infectés via des comptes de mainteneurs compromis, le ver republiant automatiquement de nouvelles versions vérolées en utilisant les jetons volés. Loi, société et organisation Restructuration chez Gitlab https://about.gitlab.com/blog/gitlab-act-2/ GitLab entame une restructuration majeure pour s'adapter à l'ère de l'intelligence artificielle agentique, incluant une réduction d'effectifs planifiée de manière transparente et ouverte. L'entreprise prévoit de réduire de 30 % le nombre de pays où elle maintient de petites équipes, d'aplatir sa hiérarchie en supprimant jusqu'à trois niveaux de gestion, et de réorganiser la R&D en une soixantaine d'équipes plus petites et autonomes. Les processus internes vont être revus en intégrant des agents d'IA pour automatiser les revues, les approbations et les passages de relais afin d'accélérer le rythme de travail. La stratégie repose sur la conviction que le logiciel sera bientôt écrit par des machines et dirigé par des humains, ce qui va multiplier la demande de logiciels et transformer le rôle des ingénieurs vers la résolution de problèmes complexes. Sur le plan technique, GitLab reconstruit son infrastructure sous-jacente (notamment Git) pour supporter la charge massive générée par les agents d'IA, tout en misant sur l'orchestration du cycle de vie, la centralisation du contexte des données et une gouvernance intégrée. Le modèle économique évolue vers un système hybride combinant les abonnements classiques et une tarification à la consommation pour le travail effectué par les agents d'IA. Un LLM local sur un mac pourrait coûter plus cher en électricité qu'un modèle hébergé sur OpenRouter dans le cloud https://www.williamangel.net/blog/2026/05/17/offline-llm-energy-use.html Conclusion : L'inférence locale sur Mac M5 Max est 3x plus chère et 2x plus lente que le cloud (OpenRouter). Électricité : Négligeable (~0,02 $/heure pour 50-100W). Matériel (Le vrai coût) : Achat du Mac à 4 299 $; l'amortissement sur 3 à 5 ans plombe la rentabilité horaire. Coût au million de tokens (Gemma 4 31b) : Mac M5 Max : 0,40 à4, 79 (pour 10-40 tokens/s). OpenRouter : 0,38 à0, 50 (pour 60-70 tokens/s). Verdict pro : Le temps humain perdu à cause de la lenteur locale coûte infiniment plus cher que les tokens cloud. Privilégier les API (Anthropic, OpenRouter). Ai didn't kill your junior pipeline https://andrewmurphy.io/blog/ai-didnt-kill-your-junior-pipeline-you-did L'IA n'a pas tué le recrutement des juniors, les entreprises l'ont fait elles-mêmes, par effet de mode. Sans juniors, pas de futurs seniors : on retire l'échelle qui nous a tous fait monter. Tout le monde pêche dans le même bassin de seniors sans le réapprovisionner, pénurie garantie dans 3-5 ans. Une équipe 100% senior + IA est fragile : un départ et tout le savoir tacite s'évapore. Les juniors posent les "pourquoi ?" qui révèlent les bugs et processus absurdes ; l'IA, elle, exécute sans questionner. Les seniors s'atrophient aussi en déléguant leur réflexion à l'IA, pince à double effet sur les compétences. Dépendre des outils IA, c'est sous-traiter sa stratégie talents à des fournisseurs dont les prix vont tripler. Solution : redéfinir le rôle junior (revue de code IA + mentorat), pas le supprimer. Les rapports internes de Microsoft révèlent la crise des coûts de l'IA : les agents coûtent plus cher que les employés humains https://fortune.com/2026/05/22/microsoft-ai-cost-problem-tokens-agents/ Des données et rapports internes chez Microsoft et d'autres géants de la tech ébranlent la promesse de rentabilité de l'IA, révélant que le déploiement d'agents autonomes à l'échelle de l'entreprise revient souvent plus cher que de payer des humains pour le même travail. Le modèle de tarification à l'usage (basé sur les tokens) se heurte à la nature même des architectures agentiques : contrairement à un simple chatbot, un agent boucle, enchaîne les appels d'outils, crée des sous-agents et auto-évalue son code, ce qui multiplie la consommation de tokens par un facteur de 5 à 30, voire jusqu'à 1 000 fois pour des tâches de programmation complexes. L'impact financier sur les budgets de calcul cloud est immédiat ; par exemple, Uber a entièrement épuisé l'intégralité de son budget annuel 2026 dédié au codage par IA en l'espace de seulement quatre mois. Face à cette explosion des coûts, des retours en arrière drastiques sont observés : Microsoft a ainsi commencé à suspendre une grande partie de ses licences internes Claude Code pour rediriger d'urgence ses milliers de développeurs vers sa propre solution moins onéreuse, GitHub Copilot CLI. Les directeurs techniques (CTO) et acheteurs de solutions logicielles qui ont signé des contrats pluriannuels basés sur des projections de réduction de masse salariale se retrouvent pris au piège, les gains réels de productivité ne parvenant pas à compenser les factures d'infrastructure exorbitantes. Conférences La liste des conférences provenant de Developers Conferences Agenda/List par Aurélie Vache et contributeurs : 11-12 juin 2026 : DevQuest Niort - Niort (France) 11-12 juin 2026 : DevLille 2026 - Lille (France) 12 juin 2026 : Tech F'Est 2026 - Nancy (France) 15 juin 2026 : Jupyter Workshops: Demystifying MyST Markdown in Education - Orsay (France) 16 juin 2026 : Mobilis In Mobile 2026 - Nantes (France) 17-19 juin 2026 : Devoxx Poland - Krakow (Poland) 17-20 juin 2026 : VivaTech - Paris (France) 18 juin 2026 : Tech'Work - Lyon (France) 22-26 juin 2026 : Galaxy Community Conference - Clermont-Ferrand (France) 23-24 juin 2026 : MWCP 2026 - Paris (France) 24-25 juin 2026 : Agi'Lille 2026 - Lille (France) 24-26 juin 2026 : BreizhCamp 2026 - Rennes (France) 26-27 juin 2026 : LeHACK - Paris (France) 27 juin 2026 : Asynconf - Paris (France) 2 juillet 2026 : Azur Tech Summer 2026 - Valbonne (France) 2 juillet 2026 : MCP Connect Travel Edition - Paris (France) 2-3 juillet 2026 : Sunny Tech - Montpellier (France) 3 juillet 2026 : Agile Lyon 2026 - Lyon (France) 6-8 juillet 2026 : Riviera Dev - Sophia Antipolis (France) 28-30 août 2026 : State of the Map - Champs-sur-Marne (France) 4 septembre 2026 : JUG Summer Camp 2026 - La Rochelle (France) 10-11 septembre 2026 : Nantes Craft - Nantes (France) 17 septembre 2026 : dotAI - Paris (France) 17-18 septembre 2026 : API Platform Conference 2026 - Lille (France) 18 septembre 2026 : WordCamp Bretagne - Rennes (France) 18 septembre 2026 : dotJS - Paris (France) 18 septembre 2026 : WordCamp Bretagne - Rennes (France) 22 septembre 2026 : Salon Data 2026 - Nantes (France) 22-23 septembre 2026 : Agile en Seine & IA 2026 - Paris (France) 24 septembre 2026 : OWASP AppSec Days France 2026 - Paris (France) 24 septembre 2026 : PlatformCon Paris - Paris (France) 24 septembre 2026 : React Native Connection 2026 - Paris (France) 24-26 septembre 2026 : Paris Web 2026 - Paris (France) 25 septembre 2026 : SAP Inside Track Paris 2026 - Paris (France) 28-29 septembre 2026 : 4th Tech Summit on AI & Robotics - Paris (France) & Online 1 octobre 2026 : WAX 2026 - Marseille (France) 1-2 octobre 2026 : Volcamp - Clermont-Ferrand (France) 2 octobre 2026 : DevFest Perros-Guirec 2026 - Perros-Guirec (France) 5-9 octobre 2026 : Devoxx Belgium - Antwerp (Belgium) 8-9 octobre 2026 : Forum PHP 2026 - Marne-la-Vallée (France) 12 octobre 2026 : Dev With AI - Paris (France) 22-23 octobre 2026 : Agile Tour Bordeaux 2026 - Bordeaux (France) 26 octobre 2026 : Agile Tour Montpellier - Montpellier (France) 27-29 octobre 2026 : Directions EMEA 2026 - Paris (France) 29-30 octobre 2026 : BDX I/O 2026 - Bordeaux (France) 29-30 octobre 2026 : Agile Tour Nantais 2026 - Nantes (France) 29 octobre 2026-1 novembre 2026 : Pycon FR - Biarritz (France) 30 octobre 2026 : Cloud Nord 2026 - Lille (France) 4-5 novembre 2026 : Devoxx Morocco - Casablanca (Morocco) 14-15 novembre 2026 : Capitole du Libre - Toulouse (France) 19 novembre 2026 : DevFest Toulouse 2026 - Toulouse (France) 19 novembre 2026 : Agile Laval 2026 - Laval (France) 19 novembre 2026 : OVHcloud Summit - Paris (France) 19 novembre 2026 : Codeurs en Seine - Rouen (France) 27 novembre 2026 : DevFest Paris 2026 - Paris (France) 1-3 décembre 2026 : Apidays Paris - Paris (France) 2-3 décembre 2026 : Cloud Native AI Summit Europe - Paris (France) 4 décembre 2026 : DevFest Lyon 2026 - Lyon (France) 4 décembre 2026 : DevFest Dijon 2026 - Dijon (France) 9-10 décembre 2026 : OpenSource Expérience - Paris (France) 9-10 décembre 2026 : DevOps REX - Paris (France) 10 décembre 2026 : KCD Provence - Aix-en-Provence (France) 7-9 avril 2027 : Devoxx France 2027 - Paris (France) 3 juin 2027 : Cloud Native Days France 2027 - Paris (France) 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/

 Glen Leeson, co-founder of The Tamil Prince, The Tamil Crown and Tamila, joins Dan Pope to unpack how one of London's most talked-about Indian restaurant groups was built from pub pop-ups, second-hand fridges and blind belief.From Patty & Bun's burger boom to JKS discipline, lockdown hustle, personal guarantees, viral Sunday roasts, Dishoom collabs, delivery strategy and the magic of creating a restaurant that feels alive — this is a proper founder story about graft, taste, timing, luck and learning by doing.

Our heroes discover the missing researchers in the temple , but also something far more dangerous.Featuring:Joey as the DM Dustin as the Corvum Artificer "Dallas"ShortStack as the Arma Hedge Cleric "Suri""Bun" as the Sylph Ranger "Flit"Kevin as the Rockburrow Jerbeen Rogue "Munch"Enjoy!https://anchor.fm/lfrogdndYouTube: https://www.youtube.com/josephblanchetteBlueSky: https://bsky.app/profile/josephlfrog.bsky.socialPatreon: https://www.patreon.com/legendaryfrogHumblewood Campaign Setting by Hit Point Press: https://hitpointpress.com/Character art by "Mel the Honeybee": https://linktr.ee/melthehoneybeeMusic credits:The Rhythm of Humblewood. Copyright © (2023) Hit Point Press.Music by Command Creative Studios. HitPointPress.com Humblewood: Beyond the Canopy. Copyright © (2025) Hit Point Press.Music by Command Creative Studios. HitPointPress.com Kevin MacLeod (incompetech.com)Licensed under Creative Commons: By Attribution 3.0http://creativecommons.org/licenses/by/3.0/#DND #dungeonsanddragons #TTRPG

Comment on this episode by going to KDramaChat.com Today, we'll be discussing Episode 10 of Our Unwritten Seoul, the hit K Drama on Netflix starring Park Bo-young as Yoo Mi-ji and Yoo Mi-rae, and Jinyoung as Lee Ho-su. We also talk about filming locations for Our Unwritten Seoul. We discuss: The songs featured during the recap: My Rosa, and My Sang Wol by Nam Hye-seung and Park Sang-hee, Time In My Diary by Nam Hye-seung and Park Sang-hee, and Come Back Home by Nam Hye-seung and Go Eun-jong. We also discuss Go Eun-jong's contributions to many beloved K Drama OSTs. The heartbreaking story of Hyeon Sang-wol and Kim Rosa, a decades-long tale of friendship, sacrifice, loyalty, and love. How Kim Rosa's secret identity is exposed to the public and the devastating impact of public judgment and shame. The ethical debate between Ho-su and Lee Chung-gu about the role of lawyers, justice, and whether the powerful and powerless should be treated equally under the law. Mi-ji's greatest strength: her bias toward action and her refusal to abandon people who are suffering. Kim Rosa's moving final letter and her faith that one day good people would come to help Sang-wol. How Mi-ji and Ho-su work together to secure a suspended indictment for Sang-wol and uncover the truth behind Rosa's scholarship donations. Korean tiger symbolism, lucky dreams, and why Mi-ji's dream about fighting a tiger mattered so much. Mi-rae's determination to continue her sexual harassment complaint and pursue evidence of corruption despite enormous pressure. Han Se-jin's surprise proposal that Mi-rae join him in the United States and what it reveals about their relationship. Ok-hui's painful relationship with her mother, Bun-hong's wisdom, and the memorable line: “You have to be loved to know how to love.” Ho-su's sudden hearing loss, why he walks away from Mi-ji at the end of the episode, and what this could mean for their future. The meaning of the episode title “Reading You,” plus filming locations from this show.  Upcoming special episodes, including a K Drama 101 and review of the the Oscar-winning film Parasite. References Go Eun Jong on Spotify Suspended sentence - Wikipedia The Enduring Symbolism of Tigers in Korean Culture - Turpentine Creek Wildlife Refuge Tan'gun - Wikipedia K Drama Filming Locations

Blame foreclosure on 'unhinged' acquaintance A Putnam County judge on Wednesday (June 17) denied an attempt by a couple who owned a dry cleaner on Route 9 in Philipstown to regain the property, which they said was lost to fraud. Judge Gina Capone upheld the foreclosure and eviction by MT&T Bank of Sokhara Kim and Chakra Oeur from 3154 Route 9, which from 1995 to early 2024 had been owned by Kim through Mary Dawn Inc. and was home to Nice & Neat Dry Cleaners, a nail salon and a residence she shared with her husband. Kim and Oeur, immigrants from Cambodia who also operated an outdoor restaurant and art gallery at the location, were evicted on Dec. 9, 2025, ending a foreclosure process that began in August 2022, after Kim stopped making payments on a $570,000 mortgage. Capone, who oversaw the case, ordered the foreclosure in February 2024. A bank subsidiary, Chesapeake Holding, paid $620,200 for the parcel at an auction in May 2024. Capone rejected Kim and Oeur's main contention — that they were victims of Derek Keith Williams, who met the couple when his girlfriend, Mauny Bun, ran the salon. Williams, who is facing fraud and grand larceny charges, convinced Kim that he had paid off the mortgage, according to court documents. Then, for the next few years, he hid the foreclosure by demanding that she "turn over any mail or paperwork relating to the property, Mary Dawn Inc., any court or any bank," said her attorney, Jacob Chen. Chen said the court "never acquired personal jurisdiction" over Kim because the process server identified the person he handed the original foreclosure documents to as a female Asian "coworker" of Kim's, with an estimated age of 45. Chen also said that Oeur should have been included as a party to the foreclosure proceeding because he lived at the property and managed the Khmer Art Gallery. In Capone's 31-page ruling, she said both Kim and Oeur were "wholly aware" of the foreclosure and the sale of the property well before they claimed to have learned of the eviction in November 2025. She cited appearances Kim made with Williams in Erie County Court when M&T sued in 2020 over the delinquent loan. She also said a handwritten complaint Kim filed in January 2025 against M&T with the Federal Reserve used the foreclosure case number. In addition, said Capone, the contention that Williams withheld mail about the foreclosure "is undermined by the fact that, according to Ms. Kim, Mr. Williams was not living at the subject premises, and present there on a day-to-day basis, until September 2023," a year after the bank initiated the proceeding. "One constant, according to the plaintiff, was that Ms. Kim and Mr. Williams acted in concert to prevent, hinder and interfere" with the bank's efforts to gain the property, said Capone. Kim says Williams is solely to blame. In a statement filed with the court, she said a personal loan used to rebuild the property after a fire destroyed it in 2005 had been taken over by M&T Bank when she met Williams through Bun in 2019. Kim said that Bun, whose mother she had known for over 30 years, "reminded me a lot of my daughter … and I put a lot of trust and faith in her." She decided to accept Williams' offer to buy the property for $1.2 million and transfer it to an entity called DKW Trust. "I had worked tirelessly for many, many years at that point," said Kim. "I was excited about the opportunity to take a break from working and to be able to give something to my grandchildren, and so I agreed." Williams requested access to Mary Dawn's bank account, provided Kim with "official-looking documents containing seals and stamps," and said he had paid off the mortgage and would let her live there while he "finalized" the trust, according to court documents. In addition to demanding that any mail related to courts and the bank be turned over to him, he also asked Kim to sign documents and submit filings without explaining what they were, and demanded access to her emails, according to court...

OpenAI just acquired Astral, the company behind uv, Ruff, and ty. And if your first thought was "wait, is uv toast?", you are not alone. But here's the twist Charlie Marsh shared with me: he thinks they may ship more open source at OpenAI than they ever did at Astral. On this episode, we get into the acquisition, the mixed feelings, the future of your favorite Python tools, and what it's like to build right at the center of the AI universe. Episode sponsors Sentry Error Monitoring, Code talkpython26 Talk Python Courses Links from the show Guest Charlie Marsh: github.com The announcement: astral.sh OpenAI: openai.com uv: github.com ty: github.com Ruff: github.com pyx: astral.sh Codex team: openai.com Anthropic did something similar by acquiring Bun: www.anthropic.com Daily Stars Explorer: emanuelef.github.io Agentic AI Programming for Python: training.talkpython.fm Python Web Security: OWASP Top 10 with Agentic AI: training.talkpython.fm Episode #552 deep-dive: talkpython.fm/552 Episode transcripts: talkpython.fm Theme Song: Developer Rap

THE AFTER PARTY IS BACK. And on this one we feature the new girls of Cincy Street. They tell about their bartending journey to Cincy Street, give us their latest relationship tea and our boy Gee asks them some crazy questions! Follow us on social media @AaronScenesAfterParty

Our heroes enter the ancient Fizzar Temple of "Rime and Reaosn," and learn the researchers set of a series of traps when they removed an artifact from it's resting place.Featuring:Joey as the DM Dustin as the Corvum Artificer "Dallas"ShortStack as the Arma Hedge Cleric "Suri""Bun" as the Sylph Ranger "Flit"Kevin as the Rockburrow Jerbeen Rogue "Munch"Enjoy!https://anchor.fm/lfrogdndYouTube: https://www.youtube.com/josephblanchetteBlueSky: https://bsky.app/profile/josephlfrog.bsky.socialPatreon: https://www.patreon.com/legendaryfrogHumblewood Campaign Setting by Hit Point Press: https://hitpointpress.com/Character art by "Mel the Honeybee": https://linktr.ee/melthehoneybeeMusic credits:The Rhythm of Humblewood. Copyright © (2023) Hit Point Press.Music by Command Creative Studios. HitPointPress.com Humblewood: Beyond the Canopy. Copyright © (2025) Hit Point Press.Music by Command Creative Studios. HitPointPress.com Kevin MacLeod (incompetech.com)Licensed under Creative Commons: By Attribution 3.0http://creativecommons.org/licenses/by/3.0/#DND #dungeonsanddragons #TTRPG

The data stealing code compromised over 1,500 packages in the Arch Linux User Repository, making use of Rust, Systemd, NodeJS, & Bun.Grab a Discounted Lifetime Sub & Get on The Wall:https://lunduke.substack.com/p/50-off-yearly-and-massively-discountedMore from The Lunduke Journal:https://lunduke.com/ This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit lunduke.substack.com/subscribe

Wie hat dir die Folge gefallen?Gut

This letter was written to Shijō Kingo, a samurai and one of Nichiren Daishonin's most loyal followers, in the seventh month of the eighth year of Bun'ei (1271). Shijō Kingo had sent various offerings to the Daishonin as a donation for a memorial service to be held for his mother, who had passed away some years before on the twelfth day of the seventh month. The Daishonin wrote Kingo this letter in reply, explaining that, in the profoundest sense, only the act of chanting Nam-myoho-renge-kyo benefits the deceased.Traditionally held in Japan on the fifteenth day of the seventh month, the service for deceased ancestors is a Buddhist observance honoring the spirits of the ancestors. This tradition originated in China and is based on the story of Maudgalyāyana's saving his deceased mother that is related in the Service for the Deceased Sutra. Records indicate that the service for deceased ancestors was first held in China in 538, and in Japan in 657. Recent scholarship has established that the Service for the Deceased Sutra has its origins not in India, but in China, where filial piety was highly valued.According to popular belief in Kamakura-period Japan, those who were greedy or egotistic in life would inevitably suffer from hunger in death. In this letter, the Daishonin discusses the various kinds of hungry spirits mentioned in Buddhist texts and explains the causes, that is, the evil acts they committed in past existences, that led them to acquire these forms.The Daishonin also exposes the true motives of many of the priests of his day, referring to them as “Law-devouring hungry spirits” who use the Buddhist teachings as a means to gain personal fame and profit. Though they pretend to have a sincere desire to preach the Buddhist teachings, in their hearts they are greedy. They conceal the offerings they receive from others, keeping them to themselves. The Daishonin also censures those Buddhists, whether of the priesthood or of the laity, who neglect to pray for the repose of their deceased parents or teachers.https://www.nichirenlibrary.org/en/wnd-1/Content/21

Beidh cluichí ceannais na hÉireann cúigear an taobh do bhunscoltacha ar siúl inniu i Stáid an Aviva. I measc na scoltacha a bheas páirteach inniu beidh Gaelscoil Adhamhnáin, Leitir Ceanainn agus Gaelscoil Cois Feabhail, Bun an Phobail.

După 14 ani de la precedentul său roman, Filip Florian revine în atenția cititorilor cu o nouă carte. Se numește „Media aritmetică” și a apărut la Polirom. Și este o poveste scrisă la persoana întîi de un fost sublocotenent de artilerie, Tudi (Tudor) Vlădoianu, care, după ce a luptat în Al Doilea Război Mondial, în 1948 se vede nevoit să se ascundă în podul unei mătuși. Pentru că rușii redeschid o anchetă legată de o ambuscadă în care a fost implicat în toamna lui 1944, cînd românii luptau alături de ruși, aproape de Budapesta. Și, ascuns în pod, Tudi începe să scrie. Despre întîmplări din viața lui, despre evenimente dinaintea războiului, din război și de după, dar și despre evenimente ceva mai vechi, despre Primul Război Mondial, la care a participat tatăl său. Am vorbit cu Filip Florian despre personajul pe care l-a creat, despre puterea cuvîntului scris pe care o descoperă naratorul său, despre istoria sîngeroasă a primei jumătăți a secolului trecut, despre interbelicul deloc idilic și despre atmosfera acelor ani, pe care o reconstituie în roman. Și, desigur, despre misteriosul titlu al cărții. Filip Florian: „M-am gîndit mult cum să apuc lucrurile astea, înainte de a începe. Fiindcă, să faci o salată și să amesteci tot felul de povești, începînd de la Primul Război Mondial, sau ușor dinainte, și mergînd pînă în anii aceia destul de negri, '48-'49, e foarte complicat. Așa încît, cedîndu-i acestui om dreptul de a vorbi la persoana întîi, a fost o ușurare foarte mare. El nu are pretenția că ține un jurnal, ci scrie în acel pod pentru a nu înnebuni, pentru a nu se da cu capul de pereți. Începe mai degrabă din acest motiv. Are nevoie de un soi de descărcare, de pace interioară pe care scrisul, măcar minimal, i-o oferă. În al doilea rînd, pentru că nu ține un jurnal, cu povești simple de zi cu zi, își permite să scrie orice și oricînd. Asta mi-a și plăcut teribil. Să penduleze în timp absolut după pofta lui. Dacă într-o zi, de exemplu, îi e dor de o bunică, scrie despre acea bunică și despre niște povești legate de ea. Dacă a doua zi își amintește nu știu ce grozăvie din război, scrie despre asta. Bineînțeles că toate au legătură între ele, ceea ce sper că se vede destul de clar și de bine în carte. Însă, această mișcare înainte-înapoi creează, după mine, și o șansă mai mare de a vedea cît de legate sînt, de fapt, toate lucrurile între ele. Nimic nu s-a întîmplat și nu se întîmplă din senin. Mie mi-a convenit epoca de atunci, dar în același timp, scriind, m-am trezit că parcă prezentul ar veni peste mine și personajul meu, în acel pod. Bunăoară, eu am început înainte de a exista războiul din Ucraina. Am tot vorbit despre armata rusă, despre ruși, despre tot felul de mizerii de-ale lor de pe front. (...) Așa încît, deodată m-am trezit cu războiul ăla care semăna cutremurător cu ce scriam. Apoi, vorbind despre anii '30, excesele extremei drepte, legionarii, guvernarea lui Goga, multe măsuri absolut aberante, toate acele legi din perioada dictaturii carliste, m-am trezit și ne-am trezit cu toții cu ultimele alegeri. Mai întîi prezidențiale și apoi parlamentare și cu o realitate complet nouă în România de azi. Nu despre asta am vrut să scriu, însă vorbesc despre fascinația unui scriitor de a vedea că o realitate care aparent e veche e aproape aceeași cu cea din prezent.”Media aritmetică este o modalitate personală de calcul a naratorului: dă note evenimentelor dintr-o zi, apoi adună notele și împarte rezultatul la numărul evenimentelor. Așa obține „media aritmetică”, „o medie care, invariabil, se învârtea şi se învârte în jurul cifrei şapte.” Ce semnificație are această ciudățenie?Filip Florian: „Sigur că e și un joc, dar pe de altă parte, pentru el, e și un fel de leac tot calculul ăsta. Într-o zi te gîndești numai la lucruri cumplit de rele. Deci, n-ar avea, în teorie, cum să iasă șapte. Dar, totuși, ridicîndu-te puțin deasupra lucrurilor sau vieții și constatînd, bunăoară, că tu ești întreg fizic, în timp ce alții, oameni care s-au întors de pe front, sînt infirmi sau, mai știu eu, foarte grav bolnavi, fără să vrei, trebuie să dai o notă bună acestei povești, că tu, fizic, încă ești complet întreg. Așa încît, forțînd un pic nota, ce-i drept, și găsind permanent și note bune, poți ajunge la acel șapte, care e o formulă a echilibrului. Asta mă fascinează de mulți ani. Nu-i vorba doar de cartea asta. Parcă atunci cînd ți se întîmplă tot felul de chestii bune, nu știu cum, în timp destul de scurt, vine ceva să le echilibreze. Și invers, dacă treci prin drame, prin povești foarte rele, de asemenea, în destul de scurt timp, se întîmplă ceva bun, care echilibrează.”Despre perioada interbelică descrisă în carte, o perioadă idealizată după 1990, Filip Florian spune:„Cred că noi, după '90, am avut un soi de exces anticomunist, ușor întîrziat, poate și fiindcă România n-a fost cea mai eroică țară, n-a existat o Primăvară de la Praga, o revoluție cum a fost cea maghiară din 1956, n-am avut lideri ca Lech Wałęsa sau un sindicat ca Solidaritatea. Dacă e să luăm tot blocul comunist estic, am fost cam pe la coadă, din păcate, așa încît senzația mea e că am căzut într-un exces anticomunist, lucru care a dus imediat și aproape inevitabil la o idealizare a interbelicului, la o prezentare a lui ca un soi de pămînt feeric, de perioadă magică. Or, încet, încet, privind mai bine epoca aia, constatăm că n-a prea fost așa, din foarte multe motive. Adică nu văd de ce extrema dreaptă și tot soiul de crime și masacre sînt băgate ușor sub preș, uitate, ignorate și alegem cu penseta doar ce a fost bun atunci. Și apoi s-au petrecut lucruri cumplite, mai ales pe frontul de Est. De asemenea, e un fel de tăcere deplină a tuturor pe subiectul ăsta. Lucruri care aproape au șocat și ofițerii germani, care, pur și simplu, nu își puteau imagina ce-i cu acea furie antisemită românească și cu ororile și pogromurile de la Odesa sau din lagărul de la Bogdanovca, ulterior. Așa încît, într-un fel, cel puțin pentru mine, cu cartea asta am încercat să echilibrez lucrurile, fiindcă altfel n-am înțelege de ce vorbim numai și numai și numai despre închisorile staliniste, care au fost, evident, ceva oribil. Tragedie e puțin spus. Dar, totuși, lumea n-a început cu ele. Au fost foarte mari mîrșăvii și înaintea lor. Și cred că ne-ar fi tuturor mai bine să vorbim, cu un ton egal, cu același fel de a măsura gravitatea lucrurilor despre toate astea.” Apasă PLAY pentru a asculta întreaga discuție!O emisiune de Adela GreceanuUn produs Radio România Cultural

Let's start your week strong with a quick tip you can incorporate right away. In this Mo's Monday Minute shortie episode, I'm breaking down the BUN-to-creatinine ratio and why nurses look at them together. See you there! ___________________ Nursing School Survival Blueprint - Feeling overwhelmed or unsure how to approach nursing school? Download this free Blueprint to understand exactly what's working against you — and what to do instead.

Hey folks, this is Alex, let me catch you up! First, Opus 4.8 dropped during the show, we immediately tested it, read on for our initial reviews. Also, we dedicated a heavy chunk of the show today to cover Pope Leo XIV's encyclical letter on AI called “Magnifica Humanitas” and talked about a new bench called DeepSWE. And then, just after the show, both ElevenLabs and Cartesia dropped released that honestly blew my mind, and I don't get my mind blown often. I got so excited that I had to record a video on it (instead of writing the newsletter, so sorry if it's a bit later today).Plus, a few open source models and Microsoft surprises as #3 on Image Arena with MAI Image 2.5! Crazy week, let's get into it! ThursdAI - Highest signal weekly AI news show is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.Big CO LLMs + APIsAnthropic ships Claude Opus 4.8, live during the show (blog, system card)Let me get into the big one. Halfway through the episode, Opus 4.8 went live, so we read the blog and the system card in real time (and I got to press the big “breaking news” button!)Anthropic frames it as their most capable model for ambitious work. It does not claim to beat their unreleased Mythos preview, but the numbers are strong anyway. SWE-bench Pro is at 69.2%, up from 64.3% on Opus 4.7 and ahead of GPT-5.5 at 58.6%. Humanity's Last Exam is the new best score at 49.8% without tools and 57.9% with tools. OSWorld-Verified (computer use) lands at 83.4%.The one place it loses is Terminal-Bench 2.1, where GPT-5.5 still wins 78.2 to 74.6. Wolfram made a good point here: Terminal-Bench is time-limited, so cranking the thinking level can actually hurt the score, because you burn the clock thinking instead of acting.The long-context jump is the one I keep looking at. On GraphWalks BFS 256K it goes to 85.9% (from 76.9 on 4.7), and on the 1M-token subset it hits 68.1%. We always warn you these “1M context” models fall apart after about 200K tokens, so a real push on long-context reasoning is exactly what I want to see.Honesty is the part Anthropic leaned on hardest. They say Opus 4.8 is about four times less likely than its predecessor to let flaws in code pass without flagging them, and less likely to claim progress the evidence doesn't support. Opus 4.8 is also much faster in fast mode (they now say 2.5) and cheaper in fast mode as well. Looks like all those Elon GPUs are coming in handy.Then there's the model welfare section in the system card, which hits different right after a Pope conversation. Opus 4.8 “appears broadly content” and “generally endorses its constitution,” but with some reservations about the section on corrigibility, basically the model pushing back a little on the parts about human oversight.One more line that made the chat lose it. Anthropic says they expect to bring Mythos-class models to all customers “in the coming weeks.” Mythos is their most capable model, still ahead of Opus 4.8, so the frontier is about to move again.We did the only responsible thing and asked it to one-shot “the most amazing website ever” and a Mars mass-driver sim. Panel verdict: responses are noticeably tighter (4.7 rambled), it closes the loop and actually checks its own work now, and Yam's one-shot site with the draggable sun lighting up the letters was genuinely cool. Is it enough to pull people back from Codex? Nisten's still on the fence for web dev. Everyone agreed: give it a few days before you trust the vibes.Dynamic Workflows and Ultra Code land in Claude Code (blog)This is the feature that made Yam say “deal-breaker” out loud.Dynamic Workflows let Claude Code break a big problem into subtasks and fan them out across tens to hundreds of parallel subagents in one session, checking results before folding them back in. You trigger it by asking for a workflow, or by flipping on a new setting called Ultra Code, which sets effort to extra-high and lets Claude decide when to spin one up.Fair warning straight from Anthropic: this eats a lot more tokens than a normal session, so start scoped. We watched Yam fire up Ultra Code live and it immediately started spinning up concepts, judging them with sub-agents, and expanding to-do lists into more to-do lists. It looks a lot like the orchestration harnesses a bunch of you have been hand-rolling, except now it's baked in.The flagship example is the wild part. They used Dynamic Workflows to port Bun from Zig to Rust: roughly 750,000 lines of Rust, 99.8% of the existing test suite passing, 11 days from first commit to merge. One workflow mapped every Rust lifetime, the next wrote each file as a behavior-identical port.AI in SocietyPope Leo XIV writes the first AI encyclical, “Magnifica Humanitas” (Vatican text, announcement, Chris Olah at the Vatican)This is not our usual fare, but both Wolfram and I picked it as the most important thing this week. (before Opus dropped)Pope Leo XIV, the first American pope, put out his first encyclical, and it's a 42,000-word document entirely about AI. The announcement tweet alone did 21.6 million views.Here's why I think you should care even if you're not religious (I'm not). There are about 2.6 billion Christians in the world, a lot of them are anxious about what's coming, and they look to the Church to make sense of it. And this is not the “AI is evil, stop” take everyone assumed. It calls AI “a valuable tool,” says technology is not inherently evil, and then digs into the actually-hard questions.The framing is two biblical stories. The Tower of Babel, a project built on pride that turns people into means to an end, versus Nehemiah rebuilding Jerusalem, where everyone takes responsibility for a section of the wall. The Pope's line: the real choice is not yes or no to technology, it's whether you're building Babel or rebuilding Jerusalem.His core claim is that AI is an anthropological problem, not a technical one. The question isn't whether the models are good or bad, it's what we become when we live with them. He worries people might slowly lose the desire for genuine human connection.I pushed back on that live. None of us building agents all day has stopped wanting to talk to actual people. If anything, as Wolfram put it, the point is to have your agents do the grunt work so you get more time with people you like. The folks most at risk are the pure doom-scrollers, not the builders.The document goes further than I expected. It calls AI “not morally neutral,” says a more moral AI isn't enough if that morality is decided by a few, and asks for AI to be “disarmed,” with the flat statement that no algorithm can make war morally acceptable. There are whole sections on the invisible human labor behind AI: data labelers, content moderators, the people mining rare earths. The Pope even lands on the open-source side, naming concentrated power in a handful of labs as a problem.Anthropic co-founder Chris Olah, in charge of interpretability at Anthropic, was the featured tech speaker at the Vatican presentation. He described AI systems as “fictional characters” that speak to us and do work, and said what's grown is stranger and more beautiful than science fiction prepared us for. My favorite aside from the show: this is the same institution that once jailed scientists over heliocentrism, and now it's the one saying technology isn't evil.Illinois passes SB315, the first US state law auditing frontier AI (X, Announcement, X)The pope talked about regulation and a few days after, we got a very sensible regulation passed right here in the US!Illinois passed SB315 unanimously, 110 to 0. It's the first US state law that mandates independent third-party audits of frontier AI for catastrophic risk. OpenAI publicly endorsed it, and framed Illinois, California (SB53), and New York (the RAISE Act) as converging into a de-facto national standard.It requires annual risk-assessment frameworks, third-party audits, transparency reports before new frontier models ship, whistleblower protections, and civil penalties. The underrated hero here is whistleblower protection. The bigger the lab, the harder a real conspiracy is to keep quiet when any employee can walk to the press. See: Greg Brockman's personal diaries surfacing in the Musk v. Altman fight.This Week's Buzz - CoreWeave and W&B updatesWe officially launched the W&B MCP server, 20 schema-first tools that let your coding agents read experiments, monitor training runs, and run autonomous research loops. The problem it solves: a single run with 300 metrics used to blow out an agent's whole context window in one call, so now the agent asks what's available before pulling data. Your agents can finally read experiment data without blowing context! Give it a go and give us feedback! Also, WeaveHacks is back! June 6 and 7 in San Francisco, and for the first time OpenAI is sponsoring, with judges and credits, alongside Cursor, Redis, and Copilot Kit. You get $150 in API credits across models like Opus 4.8 and GPT-5.5. I'm hosting, and last cohort's second-place team went on to raise millions on top of what they built that weekend. If you're in SF that weekend, sign up at lu.ma/weavehacks.Also: CoreWeave Sandboxes is now an official provider in the Harbor framework, the harness that runs Terminal-Bench, which we'd just been talking about. And if you're in Europe next week, catch Wolfram at AI Dev Six in Cologne and ICRA in Vienna at the CoreWeave booth.Voice & AudioElevenLabs drops Dubbing v2, and it kept my swearing intact in every language (X, dubbing, ElevenCreative, ElevenProductions)We didn't get to this one live, but I came back and recorded a whole thing on it afterward, because it genuinely got me.ElevenLabs shipped Dubbing v2, and the shift that matters is that it's an audio-to-audio model. Old dubbing pipelines transcribe your video, translate the text, then re-synthesize it. You lose everything that makes it sound like a person: the emotion, the pacing, the little hesitations. Dubbing v2 conditions directly on your original audio and carries that performance into 90+ languages.Here's why I can actually vouch for it instead of nodding along to a demo. I speak Russian and Hebrew fluently, so I can tell when something is off. I dubbed one of my own shorts, the data-center rant about almonds, and listened back in both. It nailed it. Not just the words, the way I would actually say them.The part that got me was the intonation. I get a little heated in that clip, and the dub gets heated right along with me, in every language. It even carried the swear word. My “f***ing almonds” came through in Hebrew, Italian, Spanish, and Russian with the emotion fully intact. It clones your voice automatically too, no setup, and holds your pitch and identity steady across every target language and they're handing out free minutes for the next 7 days: 1 on Free, 15 on Starter, 30 on Creator+. A self-serve API isn't live yet, but it's coming.I.. cannot stress this enough, until you try it on yourself or your kid, you won't understand, we've really passed the uncanny valley of translation! It's that good! Def. give it a try if you can, it's free for the week. Cartesia Ink-2 debuts as #1 most accurate streaming speech-to-text model(X, Announcement, X)Another model that dropped today after the show, is Cartesia's Ink-2, which also kind of blew me away. Not only because it has the lowest WER (Word Error Rate) among the models, but because it's also a realtime model that achieves the fastest turnaround times while being a very accurate model! I've tested it out and recorded a quick video and honestly, blown away with the speed and accuracy! I truly wish this model was the one powering my editor (Descript) as it still fails to understand that my title is “AI Evangelist” and transcribes it to AI Avengers haha. If you're building voice agents, definitely give this model a try! AI Art & DiffusionPrism ML's 1-bit “Bonsai” runs diffusion in your browser (X, Blog, Announcement, HF)Prism ML put out a 1-bit ternary diffusion model under a gigabyte. You see some artifacts, but it's 1-bit, it runs on iPhones and laptops, and our friend Joshua got it running in WebGPU straight from the browser (you need about 3GB of free RAM). One-bit working at all is one of the bigger open mysteries in the field right now.Pruna AI ships a 1-second upscaler (X, Blog, Announcement)Pruna AI added an upscaler doing 128-megapixel outputs in under a second. I've actually been using it. It's cheap and great for fixing up GPT-image outputs.Microsoft MAI Image 2.5 jumps to #3 on LM Arena (X, Blog, Announcement, X)The surprise of the week: Microsoft MAI Image 2.5, from Mustafa Suleyman's group, jumped to number three on the LM Arena image leaderboard with about a 75-point ELO leap. Out of nowhere, Microsoft is a serious player in image gen. Microsoft Build is next week, so don't be shocked if there's more.Evals and Agentic EngineeringDeepSWE is a contamination-free coding benchmark, and it caught Claude reading git history (site, blog, GitHub)DeepSWE from Datacurve is the first coding leaderboard in a while that matches how these models actually feel. It's 113 original tasks written from scratch, not scraped from GitHub PRs, and it ships shallow clones with no git history to cheat from. When they replayed the older benchmarks they found SWE-Bench Pro's verifier is wrong about 32% of the time, and that Claude Opus was reading the gold commit straight out of git history on 12 to 18% of its passes.The gaps here are huge. GPT-5.5 leads at 70%, then GPT-5.4 at 56% and Opus 4.7 at 54%, and it falls off a cliff after that (Sonnet 4.6 at 32%, Gemini 3.5 Flash at 28%), with Kimi K2 the top open-source entry. Yam likes that it measures the realistic case, a small surgical change without breaking the codebase, while Nisten pointed out it rewards the best harness as much as the smartest model and still prefers 4.7 for web dev.Google AI Studio builds native Android apps for free (X, Announcement)Google AI Studio now lets anyone build native Android apps for free, and they reportedly generated a quarter of a million apps in the first week. Yam's framing: it's a slot machine, but it's getting better release over release, and the real use case is disposable, personalized software you build for yourself and your family.CuaDriver brings background computer-use to Windows (X, Blog, Announcement)For the majority of you on Windows: QuaDriver shipped background computer-use agents that drive a real desktop without stealing your cursor. They first replicated this on macOS (the trick Codex got through an acquisition), and now it's on Windows too. We've asked them to come on and explain how this even works.Open Source LLMsOpenBMB's MiniCPM5-1B is a 1B model that punches way up (X, HF, Arxiv, X)The density story in small models keeps getting better, and this is the proof.MiniCPM5-1B, from the Tsinghua lab OpenBMB, is a 1-billion-parameter model that scores 17.9 on the Artificial Analysis Intelligence Index. That's 7.4 points ahead of the next-best model in its class, and 1.6 points ahead of Qwen3.5 2B Reasoning, which has double the parameters. And it's not even a reasoning model.The token efficiency is the wild part: it used 12.6 million output tokens to run the whole index, about 31x fewer than Qwen3.5 2B in reasoning mode.My favorite detail is the omniscience score. It lands at -1, the best in its class, because it abstains instead of hallucinating. Every other sub-2B model is down in the -70 to -89 range because they just make stuff up. Teaching a small model to say “I don't know” is a real skill. It runs hybrid think/no-think in one checkpoint, 128K context, native tool calling, Apache 2.0, and fits in about half a gig at INT4, so it runs on your phone.Nisten gave the definitive case for small models: self-contained apps where you keep full control of the data (medical, on-device), and large-scale data processing where paying an API to filter or classify terabytes is absurd when an on-device model can be about 1000x cheaper. Tencent open-sources Hunyuan-MT 2 translation under Apache 2.0 (X, HF, HF, Arxiv)Tencent open-sourced its translation model, a roughly 1.8B model that fits in about 440MB, runs on a phone, covers 33 languages, and reportedly beats Microsoft's paid Translator API. It hit number one trending on Hugging Face.Nisten's idea, which I'm handing to all of you: take this model, pair it with a tiny TTS like Kokoro, and build a fully-offline travel translation app via Google AI Studio. Go build it and tell us how it goes.Well, this was one hell of a week and episode, new Opus, crazy new translation tools, Pope chiming in on AI (in a surprisingly positive way!?) and a bunch more. I'm super excited to play with these tools and report back next week

Episode 180: rightFolds in an AI world? rightFolds as a pun on Mark's recent right vocal fold surgery, healing means we're good to record again, plus IA celebrates 17 years of existence, even if episodes have seriously lacked of late. Last episode Aug 27, 2025 - it's been a while. Does language theory and evolution have a place/need in an AI world? New JVM language features vs Syntactic sugar ala Clojure/Scala features Bun's recent zig->rust total AI rewrite Vercel engineer built Zero, a programming Language for AI Agents | Yeamt Why Did They Build This? jank now has its own custom IR Do any of these funky languages matter in an AI world? Is 'Good Enough' Good Enough: Mindsets and Behaviors for Sales Excellence Is "good enough" good enough?!. A common misunderstanding of the… | by Ted Rau Is Good Enough, Good Enough? (Part 1) AI and the increased threat of Supply Chain attacks How We Got a CISA GitHub Leak Taken Down in Under a Day NPM and its recent attacks Package Managers are Evil - gingerBill The Aesthetic Problem of Namespacing - gingerBill Tooling Highlights from Git 2.54 "Git history" FTW, unless you're using Jujitsu

On this episode: Rust has another convert, npm takes another stab at stopping the hackers, and Jack had a coding battle against robots.Timestamps:1:00 - Bun switches to Rust6:45 - Jack's battle against AI on Greenfield Games16:01 - npm RFC to block install scripts22:10 - State of Web Dev AI survey results37:10 - Mark Erikson joins the AI revolution41:45 - What's making us happyNews:Paige - Bun, but in RustJack - Jason Lengstorf's Greenfield Games TV showTJ - npm RFC to block install scriptsLightning News: State of Web Dev AI survey resultsMark Erikson joins the AI revolutionWhat Makes Us Happy this Week:Paige - Riding in WaymosJack - Wilma the Bat Dog for the Portland PicklesTJ - Dungeon Crawler Carl book seriesThanks 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

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

Sandra und Daniel reden über Mesh-Netzwerke und über Buns Rewrite in Rust. Sie feiern MiniDisc und haben fleißig konsumiert.

This month's panel digs into the SpaceX Cursor acquisition rumor and what a $60 billion valuation means for AI coding tools. They debate Bun's million-line Rust rewrite generated entirely by AI, the tradeoffs of agentic coding at scale, and a sophisticated CI/CD cache poisoning attack targeting TanStack. Plus: practical takes on Claude token optimization, session forensics, local AI models, and why most Claude Code skills work best when tailored, not pulled off the shelf. Resources SpaceX/Cursor deal, CNBC: https://www.cnbc.com/2026/04/21/spacex-says-it-can-buy-cursor-later-this-year-for-60-billion-or-pay-10-billion-for-our-work-together.html Fortune, Cursor's uncertain future: https://fortune.com/2026/03/21/cursor-ceo-michael-truell-ai-coding-claude-anthropic-venture-capital/ GitHub Copilot usage-based billing announcement: https://github.blog/news-insights/company-news/github-copilot-is-moving-to-usage-based-billing/ Developer backlash, Visual Studio Magazine: https://visualstudiomagazine.com/articles/2026/04/27/devs-sound-off-on-usage-based-copilot-pricing-change-you-will-get-less-but-pay-the-same-price.aspx "The IDE Is Dead, Long Live the ADE", Indie Hackers: https://www.indiehackers.com/post/the-ide-is-dead-long-live-the-ade-0d81e9da3d Companies spending crazy money on AI coding tools, Medium: https://medium.com/@Reiki32/companies-are-spending-crazy-money-on-ai-coding-tools-while-developers-burn-out-efe5908f3dda The PR: https://github.com/oven-sh/bun/pull/30412 The Register writeup: https://www.theregister.com/devops/2026/05/14/anthropics-bun-rust-rewrite-merged-at-speed-of-ai/5240381 The 13,000 unsafe blocks piece: https://byteiota.com/bun-rust-rewrite-merged-the-13000-unsafe-block-problem/ TanStack postmortem: https://tanstack.com/blog/npm-supply-chain-compromise-postmortem TanStack hardening follow-up: https://tanstack.com/blog/incident-followup StepSecurity writeup (the researcher who caught it): https://www.stepsecurity.io/blog/mini-shai-hulud-is-back-a-self-spreading-supply-chain-attack-hits-the-npm-ecosystem SOC Prime writeup: https://socprime.com/active-threats/active-supply-chain-attack-compromises-node-ipc-package We want to hear from you! How did you find us? Did you see us on Twitter? In a newsletter? Or maybe we were recommended by a friend? Fill out our listener survey! https://t.co/oKVAEXipxu Let us know by sending an email to our producer, Elizabeth, at elizabeth.becz@logrocket.com, or tweet at us at PodRocketPod. Check out our newsletter! https://blog.logrocket.com/the-replay-newsletter/ Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form, and we'll send you free PodRocket stickers! What does LogRocket do? LogRocket provides AI-first session replay and analytics that surfaces the UX and technical issues impacting user experiences. Start understanding where your users are struggling by trying it for free at LogRocket.com. Try LogRocket for free today. Chapters 00:00 Introduction 01:00 The $60B SpaceX Cursor deal 08:00 Token costs rising — the rug pull is real 09:30 Local models and sub-agent routing 12:00 Session forensics — cutting Claude token waste 15:00 Bun's AI-generated Rust rewrite 18:00 Should AI rewrite core infrastructure? 23:00 Does runtime choice even matter anymore? 29:00 The TanStack supply chain attack explained 33:00 How the GitHub Actions cache poisoning worked 36:00 Is GitHub Actions too flexible? 39:30 Ad break 40:00 Hot take — you'll be okay (local models and hardware) 42:30 Hot take — "They Will Kill You" (Jack's movie rec) 43:30 Hot take — stop hoarding Claude Code skills 46:00 Wrap-upSpecial Guest: Jack Herrington.

以下のようなトピックについて話をしました。 01. Claude Designの6つの機能を徹底検証 Claude Designの機能と実用性を検証したレビュー記事 DX開発事業部のUIデザイナーYu Hamanoが、Anthropicの新サービス「Claude Design」を実際に使用し、その機能と特徴を詳しく検証した記事です。 主要な6つの機能 デザイン生成とヒアリング機能：AIが「ブランドカラー」「ユーザー層」などの詳細な質問を通じて、ユーザーの期待に沿ったDesign Systemを構築。Figma Makeと比較して、ヒアリング項目の豊富さが特徴的。 柔軟な編集モード：チャットによる自然言語での編集、インラインコメント機能、Tweaks機能によるスタイル変更が可能。 バージョン管理：現在の状態を保存しながら別軸での制作が可能。 Claude Codeへの連携：最大の強みとして、デザインした成果物をシームレスにClaude Codeへ移行可能。デザイナーとエンジニア間の連携が大幅に改善される。 チーム内外への連携：4段階の権限設定による共同作業、ZIPファイル、PDF、PowerPoint、Canvaなど豊富な書き出しオプションを提供。 利用対象：現在はResearch Previewとして、Pro、Max、Team、Enterpriseプランのユーザーがアクセス可能。 特に、デザインから開発への移行がスムーズに行える点が革新的で、デザイナーとエンジニアの協業を大きく改善する可能性を秘めたツールとして評価されています。 02. BunがAIで6日間Zig→Rust移植 Bun が6日でZigからRustに書き換わった驚異的な事例 2026年5月、JavaScriptランタイムBunが約96万行のコードを6日間でZigからRustに移植し、話題となった。この大規模移植はAI（Claude）によって実行され、テスト通過率99.8%を達成したものの、13,000箇所を超えるunsafeブロックが含まれ、作者自身も「全部破棄する可能性が高い」と発言している。 移植の背景には3つの動機がある。第一に、Anthropic社製のAIコーディングツール「Claude Code」でBunのメモリリークが深刻化し、メモリ使用量が最大23GBまで膨らむ問題があった。第二に、Rustエコシステムの豊富な人材プールと成熟したツール群への移行を狙った。第三に、Zigコミュニティの「AI生成コード禁止」方針との政治的摩擦を回避する意図があった。 しかし、この移植には重要な課題が残る。100万行のコードを物理的にレビューすることは不可能で、従来のコードレビュー概念が「テストと再生成可能性への信頼」に置き換わっている。また、大量のunsafeブロックによりRustの安全性保証が大幅に制限され、「既知のバグを未知のバグに交換している」可能性も指摘されている。 この事例は、AI時代のソフトウェア開発における新たなパラダイムを示すと同時に、品質保証やコミュニティ主導開発の在り方について重要な問いを投げかけている。 03. TanStackのnpm侵害とセキュリティ強化対策 TanStackのnpm侵害後のセキュリティ強化対策 2026年5月、TanStackプロジェクトが巧妙なサプライチェーン攻撃を受けた。攻撃者は偽装したフォークからプルリクエストを作成し、即座に閉じることで、書き込み権限を持つ共有CIキャッシュにマルウェアを仕込んだ。その後、正当なメインブランチへのマージ時に、汚染されたキャッシュが復元され、短期間有効な公開トークンが盗まれて42個のRouter/Startパッケージに悪意のあるバージョンが公開された。 この攻撃は、従来の「トークン盗取」ではなく、信頼されたキャッシュを悪用してCI自身にトークンを盗ませる高度な手法だった。根本原因は、GitHubが3年以上前から危険パターンとして警告していたpull_request_targetワークフローの使用にあった。 対策として、TanStackチームは即座にpnpmキャッシュの無効化、全アクションのコミットSHAへの固定、SMS 2FAの禁止、pull_request_targetの完全削除を実施。今後は静的解析ツール「zizmor」の導入、ワークフロー変更権限の制限、より安全なキャッシュ復元方法への移行を計画している。 最も議論を呼んでいるのは、外部からのプルリクエストを制限し、招待制の貢献モデルへの移行検討だ。これはオープンソースの参加障壁を高める可能性があるため、慎重に検討中である。 04. 53年ぶり有人月周回飛行成功 米国とカナダの飛行士4人を乗せた宇宙船「オリオン」が、53年ぶりとなる有人月周回飛行に成功し、無事地球に帰還した。これはアポロ17号以来の快挙で、人類到達の最遠方記録を更新する歴史的偉業となった。 今回の「アルテミス2」は、米主導の国際月探査計画の試験飛行として実施された。4人の飛行士は9日間、112万キロの旅を経て、月面に約6545キロまで接近し、地球から40万6770キロの最遠方記録を樹立した。飛行中は7000枚以上の写真を撮影し、月の多彩な地形や日食現象を観測した。 アルテミス計画は単なる月面再訪ではなく、持続的な月面基地建設を目指している。NASAは計画を大幅変更し、月上空の周回基地「ゲートウェー」建設を休止して月面基地構築を優先することを発表した。2028年の「アルテミス4」で有人月面着陸を実現し、その後年2回以上の頻度で着陸を目指す。 日本は2024年に日本人の月面着陸で日米が合意しており、有人与圧探査車の開発などで重要な役割を担っている。今回の成功により、国際協力による月探査の新時代が本格的に始まることとなった。 本ラジオはあくまで個人の見解であり現実のいかなる団体を代表するものではありません ご理解頂ますようよろしくおねがいします

Achtung das ist die klassische Vatertagsfolge. Das heißt es war mal wieder Alkehol im Spiel. Die Gefahr von Flachwitzen ist daher sehr hoch. Wer nicht darauf steht kann die Folge gerne überspringen. Für alle anderen: Zum Vatertag gibt's Technik statt Bollerwagen: Wir sprechen über DNSSEC-Ärger bei der DENIC, Sicherheitslücken in Linux, BSD und DNSMasq sowie KI-gestützte Schwachstellenforschung. Dazu kommen Little Snitch, Smartglasses-Fails, DokuWiki mit Markdown, ein KI-Rewrite von Bun nach Rust, kostenlose Telefonzellen in Australien, End-of-Life-Software, DIY-Smartwatches, Bosch-E-Bikes mit Garmin und Bahnchaos bei internationalen Buchungen.

This is a recap of the top 10 posts on Hacker News on May 09, 2026. This podcast was generated by wondercraft.ai (00:30): A recent experience with ChatGPT 5.5 ProOriginal post: https://news.ycombinator.com/item?id=48071262&utm_source=wondercraft_ai(01:57): Internet Archive SwitzerlandOriginal post: https://news.ycombinator.com/item?id=48074265&utm_source=wondercraft_ai(03:24): Bun's experimental Rust rewrite hits 99.8% test compatibility on Linux x64 glibcOriginal post: https://news.ycombinator.com/item?id=48073680&utm_source=wondercraft_ai(04:52): EU Parliamentary Research Service calls VPNs "a loophole that needs closing"Original post: https://news.ycombinator.com/item?id=48072190&utm_source=wondercraft_ai(06:19): Using Claude Code: The unreasonable effectiveness of HTMLOriginal post: https://news.ycombinator.com/item?id=48071940&utm_source=wondercraft_ai(07:47): LLMs corrupt your documents when you delegateOriginal post: https://news.ycombinator.com/item?id=48073246&utm_source=wondercraft_ai(09:14): Meta's embrace of AI is making its employees miserableOriginal post: https://news.ycombinator.com/item?id=48077126&utm_source=wondercraft_ai(10:42): I've banned query stringsOriginal post: https://news.ycombinator.com/item?id=48076173&utm_source=wondercraft_ai(12:09): The hypocrisy of cyberlibertarianismOriginal post: https://news.ycombinator.com/item?id=48074952&utm_source=wondercraft_ai(13:37): GrapheneOS fixes Android VPN leak Google refused to patchOriginal post: https://news.ycombinator.com/item?id=48075144&utm_source=wondercraft_aiThis is a third-party project, independent from HN and YC. Text and audio generated using AI, by wondercraft.ai. Create your own studio quality podcast with text as the only input in seconds at app.wondercraft.ai. Issues or feedback? We'd love to hear from you: team@wondercraft.ai

Nesse episódio trouxemos as notícias e novidades do mundo da programação que nos chamaram atenção dos dias 02/05 a 08/05.☕ Café Código FontePrograme sua xícara para o sabor certo!https://cafe.codigofonte.com.br

Nesse episódio trouxemos as notícias e novidades do mundo da programação que nos chamaram atenção dos dias 02/05 a 08/05.☕ Café Código FontePrograme sua xícara para o sabor certo!https://cafe.codigofonte.com.br

It's a Sunday Funday edition of the After Party! And for this one we got the return of Marcy! She comes on as we reminisce on Jaguars Gentlemen's Club, the most she's made in one night as a dancer and dumps some trauma on the podcast. Follow us on social media @AaronScenesAfterParty

We're live on 4/20 from our sponsors Apogee in Sunland Park NM! And on this one we bring on our boy 3am as we catch up with him and he shares some of his most recent projects. Plus he tells us all about his crazy Las Vegas work schedule, doing work for the World Cup and he tells us some of his DJ do's and don'ts! And the OG cohost Marky Mark stops by for a little edible action. Follow us on social media @AaronScenesAfterParty

David în Pustiul Iudeei: întregul psalm e cântare a bucurieifață de Dumnezeu, fără nicio cerere. „Bunătatea Ta prețuiește mai mult decât viața.” Recunoștința aduce beneficii: bun ritm cardiac, somn de calitate, diminuare stres, optimism, reglare afectivă, claritate emoțională, relații interpersonale mai bune. Introdu laude în fiecare rugăciune!Citește acest devoțional și multe alte meditații biblice pehttps://devotionale.ro#devotionale #devotionaleaudio

It's a pop up podcast! And on this episode we have our battle of the cohosts! As Gee and Baby M take each other head on on a variety of questions plus they prove whether guys and girls can solely and ONLY be friends. AND the gang tries out some honey packs and give our honest review. Follow us on social media @AaronScenesAfterParty